Reset23/the-stack-v2-new-python · Datasets at Hugging Face

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1829259b1d3289d223d23c12c8e73522c8cc604e

/bots/bayes_bollinger_multicoins_simple.py

9415bca809eeb423f088078b00328251220b8038

[]

no_license

grassygrandma/trality_code

4fd54bf76184dc0f13bab24d54311725f9761f32

f703e8b9880b4da690267e81f65f59c42dacf901

refs/heads/master

2023-04-12T06:04:46.231534

2021-05-02T08:15:02

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""" Ported from https://bango29.com/bayesian-probability-as-an-oscillator/ """ from numpy import greater, less, sum, nan_to_num def initialize(state): state.number_offset_trades = 0; state.bbres_last = {} state.orders = {} state.params = {} state.params["ZILUSDT"] = [0.12, 0.16, 15] state.params["MATICUSDT"] = [0.12, 0.1, 15] state.params["VITEUSDT"] = [0.12, 0.16, 15] @schedule(interval="15m", symbol=["VITEUSDT", "MATICUSDT", "ZILUSDT"]) def handler(state, data): portfolio = query_portfolio() n_coins = len(data.keys()) balance_quoted = portfolio.excess_liquidity_quoted # we invest only 80% of available liquidity #buy_value = float(balance_quoted) * percent_invest n_pos = 0 for symbol_x in data.keys(): position = query_open_position_by_symbol( symbol_x, include_dust=False) if position is not None: n_pos += 1 amount = 0 if n_pos < n_coins: amount = float(balance_quoted) / (n_coins - n_pos) for symbol_x in data.keys(): handler_main(state, data[symbol_x], amount) if state.number_offset_trades < portfolio.number_of_offsetting_trades: pnl = query_portfolio_pnl() print("-------") print("Accumulated Pnl of Strategy: {}".format(pnl)) offset_trades = portfolio.number_of_offsetting_trades number_winners = portfolio.number_of_winning_trades print("Number of winning trades {}/{}.".format(number_winners,offset_trades)) print("Best trade Return : {:.2%}".format(portfolio.best_trade_return)) print("Worst trade Return : {:.2%}".format(portfolio.worst_trade_return)) print("Average Profit per Winning Trade : {:.2f}".format(portfolio.average_profit_per_winning_trade)) print("Average Loss per Losing Trade : {:.2f}".format(portfolio.average_loss_per_losing_trade)) # reset number offset trades state.number_offset_trades = portfolio.number_of_offsetting_trades def handler_main(state, data, amount): symbol = data.symbol bb_period = 20 try: params = state.params[symbol] except KeyError: params = [0.12, 0.16, 15] # stop_loss = 0.12 # take_profit = 0.16 # lower_threshold = 15 stop_loss = params[0] take_profit = params[1] lower_threshold = params[2] stop_loss = 0.12 take_profit = 0.16 lower_threshold = 15 bb_std_dev_mult = 2 bbands = data.bbands(bb_period, bb_std_dev_mult) # lookback period bayes_period = 20 percent_invest = 0.97 # on erronous data return early (indicators are of NoneType) if bbands is None: return bbands_middle = bbands["bbands_middle"].last current_price = data.close_last bb_res = bbbayes( data.close.select('close'), bayes_period, bbands.select('bbands_upper'), bbands.select('bbands_lower'), bbands.select('bbands_middle')) plot("sigma_up", bb_res[0], symbol) plot("sigma_down", bb_res[1], symbol) plot("prime_prob", bb_res[2], symbol) #portfolio = query_portfolio() #balance_quoted = portfolio.excess_liquidity_quoted # we invest only 80% of available liquidity #buy_value = float(balance_quoted) * percent_invest buy_value = amount * percent_invest # buy_value = 100 sigma_probs_up = bb_res[0] sigma_probs_down = bb_res[1] prob_prime = bb_res[2] try: sigma_probs_up_last = state.bbres_last[symbol][0] except KeyError: state.bbres_last[symbol] = [0, 0, 0] sigma_probs_up_last = 0 sigma_probs_down_last = state.bbres_last[symbol][1] prob_prime_last = state.bbres_last[symbol][2] sell_using_prob_prime = prob_prime > lower_threshold / 100 and prob_prime_last == 0 sell_using_sigma_probs_up = sigma_probs_up < 1 and sigma_probs_up_last == 1 buy_using_prob_prime = prob_prime == 0 and prob_prime_last > lower_threshold / 100 buy_using_sigma_probs_down = sigma_probs_down < 1 and sigma_probs_down_last == 1 sell_signal = sell_using_prob_prime or sell_using_sigma_probs_up buy_signal = buy_using_prob_prime or buy_using_sigma_probs_down state.bbres_last[symbol] = bb_res buy_signal = buy_signal and bbands_middle > current_price position = query_open_position_by_symbol( data.symbol, include_dust=False) has_position = position is not None if buy_signal and not has_position: print("-------") print("Buy Signal: creating market order for {}".format(data.symbol)) print("Buy value: ", buy_value, " at current market price: ", data.close_last) buy_order = order_market_value(symbol=data.symbol, value=buy_value) #order_stop_loss( # symbol, buy_order.quantity,stop_loss,subtract_fees=True) make_double_barrier( symbol, float(buy_order.quantity), take_profit, stop_loss,state) elif sell_signal and has_position: print("-------") logmsg = "Sell Signal: closing {} position with exposure {} at current market price {}" print(logmsg.format(data.symbol,float(position.exposure),data.close_last)) try: cancel_order(state.orders[symbol]['order_lower'].id) cancel_order(state.orders[symbol]['order_upper'].id) except KeyError: pass close_position(data.symbol) def bbbayes(close, bayes_period, bb_upper, bb_basis, sma_values): prob_bb_upper_up_seq = greater(close[-bayes_period:], bb_upper[-bayes_period:]) prob_bb_upper_down_seq = less(close[-bayes_period:], bb_upper[-bayes_period:]) prob_bb_basis_up_seq = greater(close[-bayes_period:], bb_basis[-bayes_period:]) prob_bb_basis_down_seq = less(close[-bayes_period:], bb_basis[-bayes_period:]) prob_sma_up_seq = greater(close[-bayes_period:], sma_values[-bayes_period:]) prob_sma_down_seq = less(close[-bayes_period:], sma_values[-bayes_period:]) prob_bb_upper_up = sum( prob_bb_upper_up_seq) / bayes_period prob_bb_upper_down = sum( prob_bb_upper_down_seq) / bayes_period prob_up_bb_upper = prob_bb_upper_up / (prob_bb_upper_up + prob_bb_upper_down) prob_bb_basis_up = sum( prob_bb_basis_up_seq) / bayes_period prob_bb_basis_down = sum( prob_bb_basis_down_seq) / bayes_period prob_up_bb_basis = prob_bb_basis_up / (prob_bb_basis_up + prob_bb_basis_down) prob_sma_up = sum( prob_sma_up_seq) / bayes_period prob_sma_down = sum( prob_sma_down_seq) / bayes_period prob_up_sma = prob_sma_up / (prob_sma_up + prob_sma_down) sigma_probs_down = nan_to_num( prob_up_bb_upper * prob_up_bb_basis * prob_up_sma / prob_up_bb_upper * prob_up_bb_basis * prob_up_sma + ( (1 - prob_up_bb_upper) * (1 - prob_up_bb_basis) * ( 1 - prob_up_sma))) # Next candles are breaking Up prob_down_bb_upper = prob_bb_upper_down / ( prob_bb_upper_down + prob_bb_upper_up) prob_down_bb_basis = prob_bb_basis_down / ( prob_bb_basis_down + prob_bb_basis_up) prob_down_sma = prob_sma_down / (prob_sma_down + prob_sma_up) sigma_probs_up = nan_to_num( prob_down_bb_upper * prob_down_bb_basis * prob_down_sma / prob_down_bb_upper * prob_down_bb_basis * prob_down_sma + ( (1 - prob_down_bb_upper) * (1 - prob_down_bb_basis) * (1 - prob_down_sma) )) prob_prime = nan_to_num( sigma_probs_down * sigma_probs_up / sigma_probs_down * sigma_probs_up + ( (1 - sigma_probs_down) * (1 - sigma_probs_up))) return(sigma_probs_up, sigma_probs_down, prob_prime) def make_double_barrier(symbol,amount,take_profit,stop_loss,state): """make_double_barrier This function creates two iftouched market orders with the onecancelsother scope. It is used for our tripple-barrier-method Args: amount (float): units in base currency to sell take_profit (float): take-profit percent stop_loss (float): stop-loss percent state (state object): the state object of the handler function Returns: TralityOrder: two order objects """ with OrderScope.one_cancels_others(): order_upper = order_take_profit(symbol,amount, take_profit, subtract_fees=True) order_lower = order_stop_loss(symbol,amount, stop_loss, subtract_fees=True) if order_upper.status != OrderStatus.Pending: errmsg = "make_double barrier failed with: {}" raise ValueError(errmsg.format(order_upper.error)) # saving orders try: state.orders[symbol] state.orders[symbol]["order_upper"] = order_upper state.orders[symbol]["order_lower"] = order_lower state.orders[symbol]["created_time"] = order_upper.created_time except KeyError: state.orders[symbol] = {} state.orders[symbol]["order_upper"] = order_upper state.orders[symbol]["order_lower"] = order_lower state.orders[symbol]["created_time"] = order_upper.created_time return order_upper, order_lower

[ "francesco.favero@bric.ku.dk" ]

francesco.favero@bric.ku.dk

e6cdf6bfe6bc7d1c2ad22c9b185bfb7f50e4ee50

8d0ad0d028c58d7fc36065253fa5b8a155cd57e9

/api/serializer.py

b2c69f3ca80024d1838e7c8958973124844cd0e9

[]

no_license

vikas-vm/django-movie-rater-backend

2ce36b9064e2d9c65d4f8d4b6a360ad778971f7b

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refs/heads/master

2022-12-02T05:16:54.401839

2020-08-21T15:04:27

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from rest_framework import serializers from api.models import * class MovieSerializer(serializers.ModelSerializer): class Meta: model = Movie fields = ['id', 'title', 'description', 'no_of_rating', 'avg_rating'] class RatingSerializer(serializers.ModelSerializer): class Meta: model = Rating fields = ['id', 'movie', 'user', 'stars'] class UserSerializer(serializers.ModelSerializer): class Meta: model = User fields = ['id', 'username', 'password'] extra_kwargs = {'password': {'write_only': True, 'required': True}} def create(self, validate_data): user = User.objects.create_user(**validate_data) return user

[ "vikas.vm788@gmail.com" ]

vikas.vm788@gmail.com

d82bcff3470d9ecba6e4951c77804232d75f55de

ed451166513a3c7591cc48636b412ec87ea2e349

/webservice/wsgi.py

26b2203546f095c63fa71ce898e10eb1a5855b69

[ "Apache-2.0" ]

permissive

GeoGateway/GeoServer

b2fd8066d32f506580a8752b2d9d63161638534d

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refs/heads/master

2020-12-24T16:07:03.923527

2018-04-09T19:36:25

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""" wsgi.py -- run as flask wrapper as wsgi application -- run as non-root user: ~/miniconda3/bin/mod_wsgi-express start-server wsgi.py & """ from server_debug import app as application

[ "wang208@indiana.edu" ]

wang208@indiana.edu

7b3352f8e89be8684f0433bad62048cdf7fabde4

cd947c65de4aa2c44efa6f3593a7b90f2bba2d5c

/classify.py

b12a3daefaeb90921b5c4ea5ef8d00ed4c980f35

[]

no_license

sharmarochan/object_classifire_transfer_learning

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refs/heads/master

2020-04-29T03:37:08.548125

2019-03-15T12:35:03

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# set the matplotlib backend so figures can be saved in the background import matplotlib matplotlib.use("Agg") from vgg16 import VGG16 from keras.preprocessing.image import ImageDataGenerator from keras.optimizers import Adam from sklearn.model_selection import train_test_split from keras.preprocessing.image import img_to_array from keras.utils import to_categorical # from imutils import paths import matplotlib.pyplot as plt import numpy as np import argparse import random import cv2 import os from keras.layers import merge, Input from keras.layers import Dense, Activation, Flatten from keras.models import Model from keras.utils import np_utils from keras.applications.imagenet_utils import preprocess_input import time from sklearn.metrics import confusion_matrix from keras.models import load_model import imutils import time import datetime from shutil import copyfile global now now = datetime.datetime.now() now = now.strftime("%Y%m%d%H%M") global classify_dir_savepath def classify_main(selected_model_path, trained_text_file, folder_path_classify): classify_dir_savepath = r"D:\Dev_Con_Project\wri_devcon_object_detection" classify_dir_savepath = os.path.join(classify_dir_savepath, str(now)) os.mkdir(classify_dir_savepath) #create dir according to time print("[INFO] loading network...") model = load_model(selected_model_path) all_image_paths = [] for dir_, _, files in os.walk(folder_path_classify): # Gets all the image paths for the training of a model for img_name in files: relDir = os.path.relpath(dir_, folder_path_classify) # relDir holds the folder name for each image ie "Elephant" relFile = os.path.join(relDir, img_name) # relFile has joining of relDir & img_name "WildPig\Wild_pig_1.jpg" relFile = os.path.join(folder_path_classify, relFile) # relFile now holds joining of rootDir and relFile # print(relFile) if img_name.endswith('.jpg'): # ie "C:/Users/David/Desktop/UPES Research/WRI/images/train/Hare\Hare_194.jpg" img_basename = os.path.basename(relFile) # print("img_basename", img_basename) if not img_basename.startswith('.') and img_basename != 'Thumbs.db': all_image_paths.append(relFile) # print("relFile", relFile) # imagePaths = sorted(list(paths.list_images(folder_path_classify))) ''' WE CHANGED THIS TO USE NP.LOAD AND TAKE NPZ FILES print("trained_text_file from classify: %s" % trained_text_file) with open(trained_text_file, "r") as data: t = data.read() # Reads the animals that were used to train a model t = t.replace('[', '') t = t.replace(']', '') t = t.replace("'", "") animals_used_to_train = t.split(", ") print(animals_used_to_train) print(type(animals_used_to_train)) print("animals used to train this model are: %s" % animals_used_to_train) ''' print(trained_text_file) animals_used_to_train = np.load(trained_text_file) # animals_used_to_train = ['WildPig', 'BarkingDeer', 'Chital', 'Elephant', 'Gaur', 'Hare', 'Jackal', 'JungleCat', 'Porcupine', 'Sambar', 'SlothBear'] print(animals_used_to_train) t=time.time() count = 0 print("****************************************") for animal_dir in animals_used_to_train: print(classify_dir_savepath) dirName = os.path.join(classify_dir_savepath, animal_dir) dirName = dirName.replace("\\","/") # print(dirName) try: # Create target Directory os.mkdir(dirName) print("Directory ", dirName, " Created ") except FileExistsError: continue for imagePath in all_image_paths: basename = os.path.basename(imagePath) imagePath = imagePath.replace("\\", "/") if not basename.startswith('.') and basename != 'Thumbs.db': try: print("****************************************") print(imagePath) # print("Image paths %s" % imagePath) count = count +1 image = cv2.imread(imagePath.replace("\\", "/")) orig = image.copy() image = cv2.resize(image, (224, 224)) image = image.astype("float") / 255.0 image = img_to_array(image) image = np.expand_dims(image, axis=0) proba = model.predict(image) max_proba = np.max(proba) label = np.argmax(proba) label_name = animals_used_to_train[label] print(label_name,proba) save_img = os.path.join(classify_dir_savepath, label_name).replace("\\", "/") save_img = os.path.join(save_img, basename).replace("\\", "/") copyfile(imagePath, save_img) # Classifying image by saving it in folder which matches the animal # print(label_name) # label_out = "{}: {:.2f}%".format(label_name, max_proba * 100) # output = imutils.resize(orig, width=400) # cv2.putText(output, label_out, (10, 25), cv2.FONT_HERSHEY_SIMPLEX, 0.7, (0, 255, 0), 2) # cv2.imwrite('final_output'+str(count)+'.jpg',output) #cv2.waitKey(0) #cv2.destroyAllWindows() except: continue print('CLASSIFY time: %s' % (t - time.time())) print("****************************************")

[ "noreply@github.com" ]

sharmarochan.noreply@github.com

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/sound_expansion/Train.py

edf6a5a7ac366f7cb63350c35d3e4585e6e23d58

[]

no_license

wzm2256/cgCNN

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refs/heads/master

2022-05-05T07:50:27.689704

2022-03-14T11:03:40

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import tensorflow as tf import numpy as np import keras import Model import PIL.Image as Image import argparse import matplotlib.pyplot as plt import time import librosa import os import Generator parser = argparse.ArgumentParser(description='Sound texture expansion. Training phase') parser.add_argument('image1', type=str, help='audio name') parser.add_argument('--Iter', type=int, default=1000, required=False, help='number of iterations to run.') parser.add_argument('--layer_D', type=int, default=4, help='number of deep layers') parser.add_argument('--Adam', type=int, default=0, help='use Adam|Rmsprop') parser.add_argument('--mean', type=int, default=0, help='use mean|Gram') parser.add_argument('--Model', type=int, default=2, help='which model') parser.add_argument('--inner', type=int, default=10, help='number of Langevin steps in each iteration') parser.add_argument('--Gau', type=float, default=0.0, help='Gaussian penalty') parser.add_argument('--sn', type=float, default=0, help='Fourier norm penalty') parser.add_argument('--diversity', type=str, default='No', help='diversity penalty in which layer, conv4|No') parser.add_argument('--d_weight', type=float, default=0, help='diversity penalty') args = parser.parse_args() Scale = 1e12 im_dir = './Sound/' image_path1 = im_dir+args.image1 I, fs = librosa.load(image_path1) if len(I.shape) == 2: I = I[:,0] img_nrows = 16384 assert len(I >= img_nrows) I = I[:img_nrows] I_ori1 = I.copy() M = np.max(I) m = np.min(I) I = 2 * (I - m) / (M - m) - 1. I_ori = (I + 1.) * (M - m) / 2 + m if not os.path.isfile('Out/Ori_' + args.image1): librosa.output.write_wav('Out/Ori_' + args.image1, I_ori, fs) ref = tf.expand_dims(tf.expand_dims(tf.constant(I, dtype=tf.float32), axis=0), axis=-1) x = Generator.pyramid_tf(img_nrows, 8, 2, is_training=True) t_vars = tf.trainable_variables() g_vars = [var for var in t_vars if 'generator' in var.name] if args.Model == 1: model = Model.Sound_1(0) elif args.Model == 2: model = Model.Sound_2(0) else: raise NotImplementedError out, h_dict, var_list, _ = model.run(x) out_ref, h_dict_ref, _, _ = model.run(ref) h_list_ref = list(h_dict_ref.values()) layer_name_ = ['relu1', 'relu2', 'relu3', 'relu4', 'relu5', 'relu6', 'block3_pool', 'relu7', 'relu8', 'block4_pool', 'relu9', 'relu10', 'block5_pool'] layer_name = layer_name_[0:args.layer_D] ###################################################### # diversity_name = 'relu6' diversity_name = args.diversity def diversity_loss(feature): t = feature.shape[1].value c = feature.shape[-1].value print([t,c ]) Permute_f = tf.gather(feature, tf.constant([1,0])) loss = -tf.reduce_sum(tf.square(Permute_f - feature)) / (t*c) return loss if diversity_name != 'No': d_loss = diversity_loss(h_dict[diversity_name]) * Scale / args.d_weight else: d_loss = tf.constant(0, dtype=tf.float32) ###################################### def gram_matrix(feature_maps): """Computes the Gram matrix for a set of feature maps.""" batch_size, height, channels = tf.unstack(tf.shape(feature_maps)) denominator = tf.to_float(height) feature_maps = tf.reshape(feature_maps, tf.stack([batch_size, height, channels])) matrix = tf.matmul(feature_maps, feature_maps, adjoint_a=True) return matrix / denominator def gram_loss(feature1, reference): # batch = feature1.get_shape[0].value F1 = gram_matrix(feature1) F2 = gram_matrix(reference) loss = tf.reduce_mean((F1 - F2) ** 2) return loss def mean_loss(feature1, reference): m1 = tf.reduce_mean(feature1, axis=1) m2 = tf.reduce_mean(reference, axis=1) loss = tf.reduce_mean(tf.square(m1 - m2)) return loss def spectral(x): y = tf.transpose(x, [0,2,1]) y = tf.cast(y, tf.complex64) y_hat = tf.spectral.fft(y) z = tf.transpose(y_hat, [0,2,1]) return z def sn_loss(x, y): xx = spectral(x) yy = spectral(y) loss = tf.reduce_mean(tf.square(tf.abs(xx) - tf.abs(yy))) return loss LOSS_LIST = [] for layer in layer_name: if args.mean == 0: tmp_loss = gram_loss(h_dict_ref[layer], h_dict[layer]) else: tmp_loss = mean_loss(h_dict_ref[layer], h_dict[layer]) LOSS_LIST.append(tmp_loss) Loss = tf.add_n(LOSS_LIST) Loss += sn_loss(x, ref) * args.sn Loss += tf.reduce_sum(x ** 2) * args.Gau Loss *= Scale if args.Adam == 0: op_I = tf.train.RMSPropOptimizer(learning_rate=0.001).minimize(Loss + d_loss, var_list=g_vars) op_w = tf.train.RMSPropOptimizer(learning_rate=0.001).minimize(-Loss, var_list=var_list) else: op_I = tf.train.AdamOptimizer(learning_rate=0.001, beta1=0.5, beta2=0.5).minimize(Loss + d_loss, var_list=g_vars) op_w = tf.train.AdamOptimizer(learning_rate=0.001, beta1=0.5, beta2=0.5).minimize(-Loss, var_list=var_list) G_vars = tf.global_variables() G_g_vars = [var for var in G_vars if 'generator' in var.name and 'RMSProp' not in var.name and 'Adam' not in var.name] save_name = args.image1 + '_depth_' + str(args.layer_D) + \ '_inner_' + str(args.inner) + '_IsMean_' + str(args.mean) + '_Adam_' + str(args.Adam) + \ '_Gau_' + str(args.Gau) + '_diversity_' + diversity_name + '_d_weight_' + str(args.d_weight) Saver = tf.train.Saver(var_list=G_g_vars, max_to_keep=10) checkpoint_dir = './Saved_model/' + save_name + '/' if not os.path.isdir(checkpoint_dir): os.mkdir(checkpoint_dir) sess = tf.Session() sess.run(tf.global_variables_initializer()) start_time = time.time() sample = x.get_shape()[0].value arg_save = np.array([m, M, fs]) np.save(checkpoint_dir + 'args.npy', arg_save) for i in range(args.Iter+1): for _ in range(args.inner): sess.run(op_I) sess.run(op_w) out = sess.run([x, Loss] + LOSS_LIST+ [d_loss / Scale]) current_time = time.time() print(i, out[1], out[2:], 'already used %ds' % (current_time - start_time)) if i % 100 == 0: s = Saver.save(sess, checkpoint_dir, global_step=i, write_meta_graph=False) for j in range(sample): tmp = np.clip(out[0][j], -1, 1) tmp = (tmp + 1.) * (M - m) / 2 + m librosa.output.write_wav('Out/' + save_name + str(i) + '_' + str(j) + '.wav', tmp, fs)

[ "wzm2256@qq.com" ]

wzm2256@qq.com

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/p4/project.py

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karimmagdy/udacity-full-stack-web-developer-nanodegree

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from flask import Flask, render_template, request, redirect, jsonify, url_for, flash from sqlalchemy import create_engine, asc, desc from sqlalchemy.orm import sessionmaker from database_setup import Base, Category, MenuItem, User from flask import session as login_session import random import string from oauth2client.client import flow_from_clientsecrets from oauth2client.client import FlowExchangeError import httplib2 import json from flask import make_response import requests app = Flask(__name__) CLIENT_ID = json.loads( open('client_secrets.json', 'r').read())['web']['client_id'] APPLICATION_NAME = "catalog App" # Connect to Database and create database session engine = create_engine('sqlite:///catalog.db') Base.metadata.bind = engine DBSession = sessionmaker(bind=engine) session = DBSession() # Create anti-forgery state token @app.route('/login') def showLogin(): state = ''.join(random.choice(string.ascii_uppercase + string.digits) for x in xrange(32)) login_session['state'] = state # return "The current session state is %s" % login_session['state'] return render_template('login.html', STATE=state) @app.route('/fbconnect', methods=['POST']) def fbconnect(): if request.args.get('state') != login_session['state']: response = make_response(json.dumps('Invalid state parameter.'), 401) response.headers['Content-Type'] = 'application/json' return response access_token = request.data print "access token received %s " % access_token app_id = json.loads(open('fb_client_secrets.json', 'r').read())['web']['app_id'] app_secret = json.loads(open('fb_client_secrets.json', 'r').read())['web']['app_secret'] url = 'https://graph.facebook.com/oauth/access_token?grant_type=fb_exchange_token&client_id=%s&client_secret=%s&fb_exchange_token=%s' % ( app_id, app_secret, access_token) h = httplib2.Http() result = h.request(url, 'GET')[1] # Use token to get user info from API userinfo_url = "https://graph.facebook.com/v2.8/me" ''' Due to the formatting for the result from the server token exchange we have to split the token first on commas and select the first index which gives us the key : value for the server access token then we split it on colons to pull out the actual token value and replace the remaining quotes with nothing so that it can be used directly in the graph api calls ''' token = result.split(',')[0].split(':')[1].replace('"', '') url = 'https://graph.facebook.com/v2.8/me?access_token=%s&fields=name,id,email' % token h = httplib2.Http() result = h.request(url, 'GET')[1] # print "url sent for API access:%s"% url # print "API JSON result: %s" % result data = json.loads(result) login_session['provider'] = 'facebook' login_session['username'] = data["name"] login_session['email'] = data["email"] login_session['facebook_id'] = data["id"] # The token must be stored in the login_session in order to properly logout login_session['access_token'] = token # Get user picture url = 'https://graph.facebook.com/v2.8/me/picture?access_token=%s&redirect=0&height=200&width=200' % token h = httplib2.Http() result = h.request(url, 'GET')[1] data = json.loads(result) login_session['picture'] = data["data"]["url"] # see if user exists user_id = getUserID(login_session['email']) if not user_id: user_id = createUser(login_session) login_session['user_id'] = user_id output = '' output += '<h1>Welcome, ' output += login_session['username'] output += '!</h1>' output += '<img src="' output += login_session['picture'] output += ' " style = "width: 300px; height: 300px;border-radius: 150px;-webkit-border-radius: 150px;-moz-border-radius: 150px;"> ' flash("Now logged in as %s" % login_session['username']) return output @app.route('/fbdisconnect') def fbdisconnect(): facebook_id = login_session['facebook_id'] # The access token must me included to successfully logout access_token = login_session['access_token'] url = 'https://graph.facebook.com/%s/permissions?access_token=%s' % (facebook_id,access_token) h = httplib2.Http() result = h.request(url, 'DELETE')[1] return "you have been logged out" @app.route('/gconnect', methods=['POST']) def gconnect(): # Validate state token if request.args.get('state') != login_session['state']: response = make_response(json.dumps('Invalid state parameter.'), 401) response.headers['Content-Type'] = 'application/json' return response # Obtain authorization code code = request.data try: # Upgrade the authorization code into a credentials object oauth_flow = flow_from_clientsecrets('client_secrets.json', scope='') oauth_flow.redirect_uri = 'postmessage' credentials = oauth_flow.step2_exchange(code) except FlowExchangeError: response = make_response( json.dumps('Failed to upgrade the authorization code.'), 401) response.headers['Content-Type'] = 'application/json' return response # Check that the access token is valid. access_token = credentials.access_token url = ('https://www.googleapis.com/oauth2/v1/tokeninfo?access_token=%s' % access_token) h = httplib2.Http() result = json.loads(h.request(url, 'GET')[1]) # If there was an error in the access token info, abort. if result.get('error') is not None: response = make_response(json.dumps(result.get('error')), 500) response.headers['Content-Type'] = 'application/json' return response # Verify that the access token is used for the intended user. gplus_id = credentials.id_token['sub'] if result['user_id'] != gplus_id: response = make_response( json.dumps("Token's user ID doesn't match given user ID."), 401) response.headers['Content-Type'] = 'application/json' return response # Verify that the access token is valid for this app. if result['issued_to'] != CLIENT_ID: response = make_response( json.dumps("Token's client ID does not match app's."), 401) print "Token's client ID does not match app's." response.headers['Content-Type'] = 'application/json' return response stored_credentials = login_session.get('credentials') stored_gplus_id = login_session.get('gplus_id') if stored_credentials is not None and gplus_id == stored_gplus_id: response = make_response(json.dumps('Current user is already connected.'), 200) response.headers['Content-Type'] = 'application/json' return response # Store the access token in the session for later use. login_session['access_token'] = credentials.access_token login_session['gplus_id'] = gplus_id # Get user info userinfo_url = "https://www.googleapis.com/oauth2/v1/userinfo" params = {'access_token': credentials.access_token, 'alt': 'json'} answer = requests.get(userinfo_url, params=params) data = answer.json() login_session['username'] = data['name'] login_session['picture'] = data['picture'] login_session['email'] = data['email'] # ADD PROVIDER TO LOGIN SESSION login_session['provider'] = 'google' # see if user exists, if it doesn't make a new one user_id = getUserID(data["email"]) if not user_id: user_id = createUser(login_session) login_session['user_id'] = user_id output = '' output += '<h1>Welcome, ' output += login_session['username'] output += '!</h1>' output += '<img src="' output += login_session['picture'] output += ' " style = "width: 300px; height: 300px;border-radius: 150px;-webkit-border-radius: 150px;-moz-border-radius: 150px;"> ' flash("you are now logged in as %s" % login_session['username']) print "done!" return output # User Helper Functions def createUser(login_session): newUser = User(name=login_session['username'], email=login_session[ 'email'], picture=login_session['picture']) session.add(newUser) session.commit() user = session.query(User).filter_by(email=login_session['email']).one() return user.id def getUserInfo(user_id): user = session.query(User).filter_by(id=user_id).one() return user def getUserID(email): try: user = session.query(User).filter_by(email=email).one() return user.id except: return None # DISCONNECT - Revoke a current user's token and reset their login_session @app.route('/gdisconnect') def gdisconnect(): # Only disconnect a connected user. credentials = login_session.get('credentials') if credentials is None: response = make_response( json.dumps('Current user not connected.'), 401) response.headers['Content-Type'] = 'application/json' return response access_token = credentials.access_token url = 'https://accounts.google.com/o/oauth2/revoke?token=%s' % access_token h = httplib2.Http() result = h.request(url, 'GET')[0] if result['status'] != '200': # For whatever reason, the given token was invalid. response = make_response( json.dumps('Failed to revoke token for given user.'), 400) response.headers['Content-Type'] = 'application/json' return response # JSON APIs to view Category Information @app.route('/catalog/<int:cat_id>/menu/JSON') def categoryMenuJSON(cat_id): category = session.query(Category).filter_by(id=cat_id).one() items = session.query(MenuItem).filter_by( cat_id=cat_id).all() return jsonify(MenuItems=[i.serialize for i in items]) @app.route('/catalog/menu/JSON') def categoryMenuJSONAll(): items = session.query(MenuItem).all() return jsonify(MenuItems=[i.serialize for i in items]) @app.route('/catalog/<int:cat_id>/menu/<int:menu_id>/JSON') def menuItemJSON(cat_id, menu_id): Menu_Item = session.query(MenuItem).filter_by(id=menu_id).one() return jsonify(Menu_Item=Menu_Item.serialize) @app.route('/catalog/JSON') def categoriesJSON(): categories = session.query(Category).all() return jsonify(categories=[r.serialize for r in categories]) # Show all categories @app.route('/') @app.route('/catalog/') def showCategories(): categories = session.query(Category).order_by(asc(Category.id)) items = session.query(MenuItem).order_by(desc(MenuItem.id)).limit(8).all() if 'username' not in login_session: return render_template('publicCategories.html', categories=categories, items=items) else: return render_template('categories.html', categories=categories, items=items) # Show a category items @app.route('/catalog/<string:cat_name>/') @app.route('/catalog/<string:cat_name>/items/') def showItems(cat_name): categories = session.query(Category).order_by(asc(Category.id)) category = session.query(Category).filter_by(name=cat_name).one() creator = getUserInfo(category.user_id) items = session.query(MenuItem).filter_by(cat_id=category.id).all() return render_template('publicItems.html', items=items, category=category, creator=creator, categories=categories) # Show item @app.route('/catalog/<string:cat_name>/<string:item_name>/') def showItem(cat_name, item_name): category = session.query(Category).filter_by(name=cat_name).one() creator = getUserInfo(category.user_id) item = session.query(MenuItem).filter_by(name=item_name).first() if 'username' not in login_session : return render_template('publicItem.html', item=item, category=category, creator=creator) else: print (login_session) return render_template('item.html', item=item, category=category, creator=creator) #Create a new item @app.route('/catalog/items/new/', methods=['GET', 'POST']) def newItem(): if 'username' not in login_session: return redirect('/login') if request.method == 'POST': newItem = MenuItem(name=request.form['name'], description=request.form['description'], cat_id=request.form['category'], user_id=login_session['user_id']) print(request.form['name']) print(request.form['description']) print(request.form['category']) session.add(newItem) session.commit() flash('New Menu %s Item Successfully Created' % (newItem.name)) return redirect(url_for('showCategories')) else: categories = session.query(Category).order_by(asc(Category.id)) return render_template('newItem.html', categories=categories) # Edit a menu item @app.route('/catalog/<int:cat_id>/menu/<int:menu_id>/edit', methods=['GET', 'POST']) def editItem(cat_id, menu_id): if 'username' not in login_session: return redirect('/login') editedItem = session.query(MenuItem).filter_by(id=menu_id).one() category = session.query(Category).filter_by(id=cat_id).one() # if login_session['user_id'] != category.user_id: # return "<script>function myFunction() {alert('You are not authorized to edit menu items to this restaurant. Please create your own restaurant in order to edit items.');}</script><body onload='myFunction()''>" if request.method == 'POST': if request.form['name']: editedItem.name = request.form['name'] if request.form['description']: editedItem.description = request.form['description'] if request.form['category']: editedItem.cat_id = request.form['category'] session.add(editedItem) session.commit() flash('Menu Item Successfully Edited') return redirect(url_for('showItems', cat_name=category.name)) else: categories = session.query(Category).order_by(asc(Category.id)) return render_template('edititem.html', cat_id=cat_id, menu_id=menu_id, item=editedItem, categories=categories) # Delete a menu item @app.route('/catalog/<int:cat_id>/menu/<int:menu_id>/delete', methods=['GET', 'POST']) def deleteItem(cat_id, menu_id): if 'username' not in login_session: return redirect('/login') category = session.query(Category).filter_by(id=cat_id).one() itemToDelete = session.query(MenuItem).filter_by(id=menu_id).one_or_none() # if login_session['user_id'] != restaurant.user_id: # return "<script>function myFunction() {alert('You are not authorized to delete menu items to this restaurant. Please create your own restaurant in order to delete items.');}</script><body onload='myFunction()''>" if request.method == 'POST': session.delete(itemToDelete) session.commit() flash('Menu Item Successfully Deleted') return redirect(url_for('showItems', cat_name=category.name)) else: return render_template('deleteItem.html', item=itemToDelete) # Disconnect based on provider @app.route('/disconnect') def disconnect(): if 'provider' in login_session: if login_session['provider'] == 'google': gdisconnect() del login_session['gplus_id'] if 'credentials' in login_session: del login_session['credentials'] if login_session['provider'] == 'facebook': fbdisconnect() del login_session['facebook_id'] del login_session['username'] del login_session['email'] del login_session['picture'] del login_session['user_id'] del login_session['provider'] flash("You have successfully been logged out.") return redirect(url_for('showCategories')) else: flash("You were not logged in") return redirect(url_for('showCategories')) if __name__ == '__main__': app.secret_key = 'super_secret_key' app.debug = True app.run(host='0.0.0.0', port=5000)

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karimmagdy.noreply@github.com

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/api_basic/migrations/0001_initial.py

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hamidallah/django_rest_framework

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# Generated by Django 3.0a1 on 2020-12-30 11:06 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Article', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('title', models.CharField(max_length=100)), ('author', models.CharField(max_length=100)), ('email', models.CharField(max_length=100)), ('date', models.DateTimeField(auto_now=True)), ], ), ]

[ "hamdi001@gmail.com" ]

hamdi001@gmail.com

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/migrations/versions/b548275df8c5_added_admin_column_in_user_table.py

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[]

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Ngu0210/ASEAN_HUB

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2023-02-15T16:44:47.983095

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"""added admin column in User Table Revision ID: b548275df8c5 Revises: 5d693ca1be8e Create Date: 2021-01-04 20:50:21.719760 """ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. revision = 'b548275df8c5' down_revision = '5d693ca1be8e' branch_labels = None depends_on = None def upgrade(): # ### commands auto generated by Alembic - please adjust! ### op.add_column('users', sa.Column('admin', sa.Boolean(), nullable=True)) # ### end Alembic commands ### def downgrade(): # ### commands auto generated by Alembic - please adjust! ### op.drop_column('users', 'admin') # ### end Alembic commands ###

[ "dannynguyen312@gmail.com" ]

dannynguyen312@gmail.com

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/BasicSorting/selection_sort.py

ec6e718f9f1e032fbaa1251a344f60a1bd56e3ee

[]

no_license

ositowang/IMooc_introToAlgorithm

e65191964bbcb12b0585ae9a78268d17edf93c67

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refs/heads/master

2020-03-26T02:42:35.555413

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""" N平法复杂度的算法选择排序我们从第一个开始，从头到尾找一个个头最小的小盆友，然后把它和第一个小盆友交换。然后从第二个小盆友开始采取同样的策略，这样一圈下来小盆友就有序了。 """ def selection_sort(array): for i in range(0,len(array)): # 假设当前下标的值是最小的 min_index = i # 从当前下标的下一个开始遍历 for j in range(i+1,len(array)): #如果值小于当前的最小值，就更新当前最小值的下标 if array[j] < array[min_index]: min_index = j #最后交换当前下标和当前最小值 array[i],array[min_index] = array[min_index],array[i] return array

[ "wangren0518@outlook.com" ]

wangren0518@outlook.com

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/multiagent/rendering/shape_creation.py

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permissive

AstridVanneste/multiagent-particle-envs

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2020-04-26T09:21:03.852896

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import math from multiagent.rendering.attributes import Transform from multiagent.rendering.shapes import * import pyglet def make_circle(radius=10, res=30, filled=True): points = [] for i in range(res): ang = 2*math.pi*i / res points.append((math.cos(ang)*radius, math.sin(ang)*radius)) if filled: return FilledPolygon(points) else: return PolyLine(points, True) def make_polygon(v, filled=True): if filled: return FilledPolygon(v) else: return PolyLine(v, True) def make_polyline(v): return PolyLine(v, False) def make_capsule(length, width): l, r, t, b = 0, length, width/2, -width/2 box = make_polygon([(l,b), (l,t), (r,t), (r,b)]) circ0 = make_circle(width/2) circ1 = make_circle(width/2) circ1.add_attr(Transform(translation=(length, 0))) geom = Compound([box, circ0, circ1]) return geom def make_label(text): return pyglet.text.Label(text, anchor_x='center', anchor_y='center', x=0, y=0)

[ "astrid.vanneste1@gmail.com" ]

astrid.vanneste1@gmail.com

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/Subscribers/models.py

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[]

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Kzkshish/150th-kaiseifes-backend

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from django.db import models # Create your models here. class Subscriber(models.Model): name = models.CharField(blank=False, max_length=30) email = models.EmailField(blank=False, unique=True)

[ "keigo0827511@gmail.com" ]

keigo0827511@gmail.com

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/parseFileName.py

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sweetgoofy/scripts

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from pyxll import xl_func from pyxll import xl_macro import re @xl_func("string path: string",macro=True) def parseFilePath(path): # C:\Users\uqgzhan3\Desktop\PhD_Exp_Data\Series_B2\20140314\steps8-9\x'=10cm\h=0.1395 sTuple=path.split('\\') dateRE=re.compile('\d\d\d\d\d\d\d\d') hRE=re.compile('h=[0.\d*]') date="" h = 0 for s in sTuple: if dateRE.match(s): date=s if hRE.match(s): h=float((s.split('='))[1]) dcOverH=round(((((0.92+0.153*h/1.01)*((9.8*(2.0/3.0*h)**3))**(0.5))**2/9.8)**(1.0/3.0))/0.1,3) return "%s_h1=%s_dc/h=%s" % (date, str(h), str(dcOverH)) @xl_func("string path: float") def Vc(path): """given a preformatted string, calculate the critical velocity Vc""" result = re.findall(r'0\.\d*', path) h = float(result[0]) #dcOverH=round(((((0.92+0.153*h/1.01)*((9.8*(2.0/3.0*h)**3))**(0.5))**2/9.8)**(1.0/3.0))/0.1,3) dc=(((0.92+0.153*h/1.01)*((9.8*(2.0/3.0*h)**3))**(0.5))**2/9.8)**(1.0/3.0) Vc = (9.8 * dc) ** 0.5 return Vc

[ "gangfu.zhang@uqconnect.edu.au" ]

gangfu.zhang@uqconnect.edu.au

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/ch_10_oops/03_instance_class_attributes.py

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[]

no_license

vidhisharma1212/oops

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refs/heads/main

2023-07-01T21:28:46.823861

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class Employee: company= 'Google' # salary= 900 vid= Employee() ron= Employee() shyam= Employee() # vid.salary= 300 # ron.salary= 500 Employee.salary= 900 print(vid.salary) print(ron.salary) print(shyam.salary) shyam.salary=100000 print(shyam.salary) print(vid.company) print(ron.company) Employee.company= 'Youtube' print(vid.company) print(ron.company)

[ "vidhisharma921@gmail.com" ]

vidhisharma921@gmail.com

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/tests/test_faker.py

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nedbat/scriv

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""" Tests of tests/faker.py Mostly error paths, since the happy paths are covered by other tests. """ from scriv import shell def test_no_such_command(fake_run_command): assert shell.run_command("wut") == ( False, "no fake command handler: ['wut']", ) def test_no_such_git_command(fake_git): assert shell.run_command("git hello") == ( False, "no fake git command: ['git', 'hello']", ) assert shell.run_command("git config --wut") == ( False, "no fake git command: ['git', 'config', '--wut']", )

[ "ned@edx.org" ]

ned@edx.org

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/Algorithms/Labs/LG6/Q1try.py

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Abdullah12has/projects

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import time import numpy as np def insertionSort(a): n=len(a) for i in range(1,n): v=a[i] j=i-1 while j>=0 and a[j]>v: a[j+1]=a[j] j-=1 a[j+1]=v return a for i in range(4): print("Some part of array",i) arr=np.random.randint(0,100001,1000) start=time.time() arr=insertionSort(arr) end=time.time() print(arr[500:510]) print(end-start,"seconds\n")

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""" convenience.py - definitions of common computations All functions in this module that are exported, i.e. those that don't begin with '_', are autograd compatible. """ from functools import reduce from autograd.extend import defvjp, primitive import autograd.numpy as anp import numpy as np import scipy.linalg as la ### COMPUTATIONS ### def commutator(a, b): """ Compute the commutator of two matrices. Arguments: a :: numpy.ndarray - the left matrix b :: numpy.ndarray - the right matrix Returns: _commutator :: numpy.ndarray - the commutator of a and b """ commutator_ = anp.matmul(a, b) - anp.matmul(b, a) return commutator_ def conjugate_transpose(matrix): """ Compute the conjugate transpose of a matrix. Args: matrix :: numpy.ndarray - the matrix to compute the conjugate transpose of operation_policy :: qoc.OperationPolicy - what data type is used to perform the operation and with which method Returns: _conjugate_tranpose :: numpy.ndarray the conjugate transpose of matrix """ conjugate_transpose_ = anp.conjugate(anp.swapaxes(matrix, -1, -2)) return conjugate_transpose_ def krons(*matrices): """ Compute the kronecker product of a list of matrices. Args: matrices :: numpy.ndarray - the list of matrices to compute the kronecker product of operation_policy :: qoc.OperationPolicy - what data type is used to perform the operation and with which method """ krons_ = reduce(anp.kron, matrices) return krons_ def matmuls(*matrices): """ Compute the kronecker product of a list of matrices. Args: matrices :: numpy.ndarray - the list of matrices to compute the kronecker product of operation_policy :: qoc.OperationPolicy - what data type is used to perform the operation and with which method """ matmuls_ = reduce(anp.matmul, matrices) return matmuls_ def rms_norm(array): """ Compute the rms norm of the array. Arguments: array :: ndarray (N) - The array to compute the norm of. Returns: norm :: float - The rms norm of the array. """ square_norm = anp.sum(array * anp.conjugate(array)) size = anp.prod(anp.shape(array)) rms_norm_ = anp.sqrt(square_norm / size) return rms_norm_ ### ISOMORPHISMS ### # A row vector is np.array([[0, 1, 2]]) # A column vector is np.array([[0], [1], [2]]) column_vector_list_to_matrix = (lambda column_vector_list: anp.hstack(column_vector_list)) matrix_to_column_vector_list = (lambda matrix: anp.stack([anp.vstack(matrix[:, i]) for i in range(matrix.shape[1])]))

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# 拼接最大数 # hard ''' 给定长度分别为 m 和 n 的两个数组，其元素由 0-9 构成，表示两个自然数各位上的数字。现在从这两个数组中选出 k (k <= m + n) 个数字拼接成一个新的数，要求从同一个数组中取出的数字保持其在原数组中的相对顺序。求满足该条件的最大数。结果返回一个表示该最大数的长度为 k 的数组。说明: 请尽可能地优化你算法的时间和空间复杂度。示例 1: 输入: nums1 = [3, 4, 6, 5] nums2 = [9, 1, 2, 5, 8, 3] k = 5 输出: [9, 8, 6, 5, 3] 示例 2: 输入: nums1 = [6, 7] nums2 = [6, 0, 4] k = 5 输出: [6, 7, 6, 0, 4] 示例 3: 输入: nums1 = [3, 9] nums2 = [8, 9] k = 3 输出: [9, 8, 9] 来源：力扣（LeetCode）链接：https://leetcode-cn.com/problems/create-maximum-number 著作权归领扣网络所有。商业转载请联系官方授权，非商业转载请注明出处。 ----------------------------------------- 题解：贪心，单调栈这题重点在找出两数组各自的最大子序列，然后俩最大子序列合并成尽可能大的数组，然后再在众多合并的数组中找出最大。具体做法是，从一个数组中找出长度为 i 的最大子序列，另一个数组中找出长度为 k-i 的最大子序列，然后合并成大小为 k 的数组，众多 k 数组中，最大的即是答案。细节：这题有很多细节。首先就是找指定长度的最大子序列的算法，算法很巧妙，用了单调栈，数组去实现。顺序遍历数组将数字入栈，如果下一个数字比栈顶大，那么出栈，新的数字重新入栈，同时需要记一个remain字段，用来记录还可以出栈几个数字。比如长度 5 的数组中找长度 3 的最大子序列，因为要保证结果的长度为 3，所以只能出栈 2 个数。2 次出栈用完，剩下的数字就只能怪怪入栈。官方题解这个算法没有做出栈操作，用了一个top指针去记录该把哪个位置的数替换，替换后，后续的数顺序的从这位置往后一一替换原来的脏数，其实就是入栈出栈的操作，理解了半天。然后一个细节就是，俩子序列合并的时候，一开始我的做法是，俩子序列从头遍历，比较俩元素，谁大谁进队列。但是有个特殊情况，比如 [6,7], [6,0,4] 俩数组合并，应该是 [6,7,6,0,4]。但是按我的做法谁大谁先进，小于等于的等候，最终结果就成 [6,6,7,0,4]，原因就是第一个数组的 6 小于等于第二个数组的 6，所以第一个 6 等候，第二个 6 先进了，然后第一个 6 和第二个 0 比较，6 再进，所以导致结果不正确。单纯的把大于判断改成大于等于不解决问题。官方题解是做了个比较函数，传入俩数组和当前要比较的索引位，然后判断当前位的俩数字谁大，谁大谁进。如果相等，那么向后继续比较，直到一个位比较能分出大小为止。如果某一个数组都遍历完了还没有分出大小，那么就返回没遍历完的那个。这样就解决问题了。 ''' class Solution: def maxNumber(self, nums1, nums2, k): maxSubsequence = [] # for i in range(k + 1): # if i > len(nums1) or k - i > len(nums2): # continue # seq1 = self.getMaxSubsequence(nums1, i) # seq2 = self.getMaxSubsequence(nums2, k - i) # curMaxSequence = self.mergeSubsequences(seq1, seq2) # if self.compareSubsequences(curMaxSequence, maxSubsequence): # maxSubsequence = curMaxSequence m, n = len(nums1), len(nums2) start, end = max(0, k - m), min(n, k) for i in range(start, end + 1): seq1 = self.getMaxSubsequence(nums1, k - i) seq2 = self.getMaxSubsequence(nums2, i) curMaxSequence = self.mergeSubsequences(seq1, seq2) if self.compareSubsequences(curMaxSequence, maxSubsequence): maxSubsequence = curMaxSequence return maxSubsequence # 单调栈 def getMaxSubsequence(self, nums, k): stack = [0] * k top = -1 remain = len(nums) - k for num in nums: while top >= 0 and num > stack[top] and remain > 0: top -= 1 remain -= 1 if top < k - 1: top += 1 stack[top] = num else: remain -= 1 return stack def mergeSubsequences(self, seq1, seq2): seq = [] i, j = 0, 0 while i < len(seq1) and j < len(seq2): if self.compareBiggerSequence(seq1, i, seq2, j): seq.append(seq1[i]) i += 1 else: seq.append(seq2[j]) j += 1 while i < len(seq1): seq.append(seq1[i]) i += 1 while j < len(seq2): seq.append(seq2[j]) j += 1 return seq def compareSubsequences(self, seq1, seq2): m, n = len(seq1), len(seq2) if m != n: return m > n else: for i in range(m): if seq1[i] != seq2[i]: return seq1[i] > seq2[i] return False def compareBiggerSequence(self, seq1, index1, seq2, index2): m, n = len(seq1), len(seq2) while index1 < m and index2 < n: if seq1[index1] > seq2[index2]: return True elif seq1[index1] < seq2[index2]: return False else: index1 += 1 index2 += 1 return index1 < m # print(Solution().maxNumber([3, 4, 6, 5], [9, 1, 2, 5, 8, 3], 5)) # print(Solution().maxNumber([6,7], [6,0,4], 5)) print(Solution().maxNumber([2,5,6,4,4,0], [7,3,8,0,6,5,7,6,2], 15))

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lzxdale/Tiny-Study

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# -*- coding: utf-8 -*- import scrapy from ..items import EbayItem <<<<<<< HEAD ======= import csv >>>>>>> df5356f1b627531b9aa88ae782345e3ef3fa439f # Lenovo Thinkpad T-series # Lenovo Thinkpad E-series # Dell Latitude 7-series # Dell Latitude 5-series # HP Probook # HP Elitebook the_list = ['Lenovo Thinkpad T', 'Lenovo Thinkpad E', 'Dell Latitude 7', 'Dell Latitude 5', 'HP Probook', 'HP Elitebook'] years = ['2014', '2015', '2016'] urls = [] with open('ebay_csv.csv', 'w') as f: # having a+ will not rewrite the file before. writer = csv.writer(f) writer.writerow(('year', 'brand', 'name', 'price', 'sc_info')) f.close() for year in years: for model in the_list: tmp = year+' '+model filling = '+'.join(tmp.split()) urls.append('https://www.ebay.com/sch/i.html?&_nkw={}&_pgn=1'.format(filling)) class SearchSpider(scrapy.Spider): name = 'search' allowed_domains = ['www.ebay.com'] start_urls = urls def parse(self, response): print(response.request.url) item = EbayItem() next_page = response.xpath('//span[@aria-label="Go to next search page"]/../@href').extract() name_list = response.xpath('//a[@class="s-item__link"]/h3/text()').extract() price_list = response.xpath('//div[@class="s-item__details clearfix"]/div[1]/span/text()').extract() second_info = response.xpath('//span[@class="SECONDARY_INFO"]/text()').extract() item['year'] = response.request.url.split('=')[1].split('+')[0] item['brand'] = response.request.url.split('=')[1].split('+')[1] for name, price, sc_info in zip(name_list,price_list, second_info): <<<<<<< HEAD if float(''.join(price[1].split(','))) > 60 or sc_info == 'Refurbished' or sc_info == 'Pre-Owned': item['name'] = name item['price'] = price item['sc_info'] = sc_info yield item if response.request.url != next_page[0]: print(next_page) yield scrapy.Request(next_page[0], callback=self.parse) ======= if float(''.join(price[1:].split(','))) > 60: if sc_info == 'Refurbished' or sc_info == 'Pre-Owned': item['name'] = name item['price'] = price item['sc_info'] = sc_info yield item if next_page: if response.request.url != next_page[0]: print(next_page) yield scrapy.Request(next_page[0], callback=self.parse) >>>>>>> df5356f1b627531b9aa88ae782345e3ef3fa439f

[ "dalelin.zx@gmail.com" ]

dalelin.zx@gmail.com

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rgiuly/celltracer

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#This software is Copyright 2012 The Regents of the University of California. All Rights Reserved. #Permission to use, copy, modify, and distribute this software and its documentation for educational, research and non-profit purposes for non-profit institutions, without fee, and without a written agreement is hereby granted, provided that the above copyright notice, this paragraph and the following three paragraphs appear in all copies. #Permission to make commercial use of this software may be obtained by contacting: #Technology Transfer Office #9500 Gilman Drive, Mail Code 0910 #University of California #La Jolla, CA 92093-0910 #(858) 534-5815 #invent@ucsd.edu #This software program and documentation are copyrighted by The Regents of the University of California. The software program and documentation are supplied "as is", without any accompanying services from The Regents. The Regents does not warrant that the operation of the program will be uninterrupted or error-free. The end-user understands that the program was developed for research purposes and is advised not to rely exclusively on the program for any reason. #IN NO EVENT SHALL THE UNIVERSITY OF CALIFORNIA BE LIABLE TO #ANY PARTY FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR #CONSEQUENTIAL DAMAGES, INCLUDING LOST PROFITS, ARISING #OUT OF THE USE OF THIS SOFTWARE AND ITS DOCUMENTATION, #EVEN IF THE UNIVERSITY OF CALIFORNIA HAS BEEN ADVISED OF #THE POSSIBILITY OF SUCH DAMAGE. THE UNIVERSITY OF #CALIFORNIA SPECIFICALLY DISCLAIMS ANY WARRANTIES, #INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF #MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. #THE SOFTWARE PROVIDED HEREUNDER IS ON AN "AS IS" BASIS, AND THE UNIVERSITY OF CALIFORNIA HAS NO OBLIGATIONS TO #PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR #MODIFICATIONS. # PointSet class which repesents a set of points and provides methods for calculating # some properties of set such as the center. from numpy import * from probability_object import * class PointSet(ProbabilityObject): """Point set class""" # def __init__(self, center=None, size=None, points=[], color=[100,0,0]): def __init__(self, center=None, size=None, points=None): #Node.__init__(self) ProbabilityObject.__init__(self) self._center = center self._size = size #self._points = points #self._color = color if points == None: self._points = [] else: self._points = points self.features = {} self.labelSet = set() self.numericLabelCountDict = None self.labelCountDict = None self.XMLTag = 'pointSet' self.pointListXMLTag = 'points' self.pointXMLFormatString = '%g %g %g, ' #self.averageValueFromTrainingLabelVolume = None def points(self): return self._points def locations(self): """Returns points as list""" resultList = [] for object in self._points: if isinstance(object, list): resultList.append(object) elif isinstance(object, tuple): resultList.append(object) elif isinstance(object, LabeledPoint): resultList.append(object.loc) else: raise Exception, "Objects in the point list of the Blob should be list, tuple, or LabeledPoint class, not of type %s." % type(object) return resultList def center(self): """Returns precomputed center value""" return self._center def setPoints(self, points): """Sets points to given sequence""" self._points = points def addNumpyPoints(self, numpyPoints): """Convenience method to add points that are represented as numpy arrays""" for numpyPoint in numpyPoints: self.addPoint(LabeledPoint(numpyPoint)) def __repr__(self): """Return string representation of point set.""" #return "Blob_with_%d_points" % len(self.points()) return "PointSet " +\ "numPoints:" + str(self.numPoints()) + " " +\ "numericLabelCountDict:" + str(self.numericLabelCountDict) + " " +\ "labelCountDict:" + str(self.labelCountDict) + " " +\ "labelSet:" + str(self.labelSet) + " " +\ "probability():" + str(self.probability()) + " " +\ "features:" + str(self.features) + " " +\ ProbabilityObject.__repr__(self) def setCenter(self, centerPoint): """Set center point""" self._center = centerPoint def size(self): """Get size""" return self._size def setSize(self, size): """Set size""" self._size = size def addToSize(self, value): """Add to size""" self._size += value # this is sort of like size() but size can be set to anything so there is no guarantee they will be the same. def numPoints(self): """Number of points""" return len(self.points()) def addPoint(self, labeledPoint): """Add point""" self._points.append(labeledPoint) def addNonzeroVoxels(self, volume): """Add points at nonzero voxels in volume""" for i in range(volume.shape[0]): for j in range(volume.shape[1]): for k in range(volume.shape[2]): if volume[i, j, k] != 0: self.addPoint(LabeledPoint((i, j, k))) def getLocationsString(self): """Creates string that represents all point locations in object""" text = "" for loc in self.locations(): text += self.pointXMLFormatString % (loc[0], loc[1], loc[2]) return text def getAveragePointLocation(self): """Get average point location.""" total = array((0, 0, 0)) for labeledPoint in self.points(): total += labeledPoint.loc return total / float(self.numPoints()) def get2DBoundingBox(self): """2D bounding box around points""" locations = self.locations() firstPoint = locations[0] minX = firstPoint[0] minY = firstPoint[1] maxX = firstPoint[0] maxY = firstPoint[1] for point in locations: x = point[0] y = point[1] if x < minX: minX = x if y < minY: minY = y if x > maxX: maxX = x if y > maxY: maxY = y return ((minX, minY), (maxX, maxY)) def getXMLObject(self, doc, nodeName): """Makes XML object representing point set""" #print dir(self) objectElement = doc.createElement(self.XMLTag) objectElement.setAttribute('name', nodeName) objectElement.setAttribute('class', 'Vesicle') objectElement.setAttribute('points', self.getLocationsString()) return objectElement class LabeledPoint: def __init__(self, location): self.loc = location self.adjacentNonzeroPoints = [] self.adjacentNonzeroValues = [] self.adjacentNonzeroValueSet = set() class Blob(PointSet): """Point set that represents a 3D blob.""" def __init__(self, center=None, size=None, points=None): PointSet.__init__(self, center, size, points) self.XMLTag = 'blob' self.pointListXMLTag = 'voxels' self.pointXMLFormatString = '%d, %d, %d ' class Contour(PointSet): """Set of points that represents a contour""" def __init__(self, center=None, size=None, points=None): PointSet.__init__(self, center, size, points) self.binaryImage = None self.XMLTag = 'Contour' class ProbabilityFilter(): """This class represents a probability filter. The minimum required probability can be set.""" #todo: move to classification file def __init__(self, minimumRequiredProbability): self.minimumRequiredProbability = minimumRequiredProbability def isValid(self, node): return node.object.probability() >= self.minimumRequiredProbability

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Oscar-Oliveira/Python-3

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""" turtle """ import turtle import random colors = ["blue", "black", "brown", "red", "orange", "green", "yellow", "beige", "turquoise", "pink"] wn = turtle.Screen() turtles = [turtle.Turtle() for _ in range(10)] for i, t in enumerate(turtles): t.shape("turtle") t.color(colors[i]) t.penup() t.goto(-260, i * 30) t.pendown() for _ in range(100): for _, t in enumerate(turtles): t.forward(random.randint(0, 10)) wn.listen() wn.mainloop()

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Cuick/traversing

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#-*- coding:utf-8 -*- """ created by server on 14-5-26上午11:59. """ import action def doWhenStop(): """服务器关闭前的处理 """ pass

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zxzxck@163.com

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minhquan0902/Restful-API-practice

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from OAuth_model import Base, User from flask import Flask, jsonify, request, url_for, abort, g, render_template from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import relationship, sessionmaker from sqlalchemy import create_engine from flask_httpauth import HTTPBasicAuth import json # NEW IMPORTS from oauth2client.client import flow_from_clientsecrets from oauth2client.client import FlowExchangeError import httplib2 from flask import make_response import requests auth = HTTPBasicAuth() engine = create_engine('sqlite:///paleKale.db') Base.metadata.bind = engine DBSession = sessionmaker(bind=engine) session = DBSession() app = Flask(__name__) CLIENT_ID = json.loads( open('client_secrets.json', 'r').read())['web']['client_id'] @auth.verify_password def verify_password(username_or_token, password): # Try to see if it's a token first user_id = User.verify_auth_token(username_or_token) if user_id: user = session.query(User).filter_by(id=user_id).one() else: user = session.query(User).filter_by(username=username_or_token).first() if not user or not user.verify_password(password): return False g.user = user return True @app.route('/clientOAuth') def start(): return render_template('/templates/clientOAuth.html') @app.route('/oauth/<provider>', methods=['POST']) def login(provider): # STEP 1 - Parse the auth code auth_code = request.json.get('auth_code') print("Step 1 - Complete, received auth code %s" % auth_code) if provider == 'google': # STEP 2 - Exchange for a token try: # Upgrade the authorization code into a credentials object oauth_flow = flow_from_clientsecrets('client_secrets.json', scope='') oauth_flow.redirect_uri = 'postmessage' credentials = oauth_flow.step2_exchange(auth_code) except FlowExchangeError: response = make_response(json.dumps('Failed to upgrade the authorization code.'), 401) response.headers['Content-Type'] = 'application/json' return response # Check that the access token is valid. access_token = credentials.access_token url = ('https://www.googleapis.com/oauth2/v1/tokeninfo?access_token=%s' % access_token) h = httplib2.Http() result = json.loads(h.request(url, 'GET')[1]) # If there was an error in the access token info, abort. if result.get('error') is not None: response = make_response(json.dumps(result.get('error')), 500) response.headers['Content-Type'] = 'application/json' # # Verify that the access token is used for the intended user. # gplus_id = credentials.id_token['sub'] # if result['user_id'] != gplus_id: # response = make_response(json.dumps("Token's user ID doesn't match given user ID."), 401) # response.headers['Content-Type'] = 'application/json' # return response # # Verify that the access token is valid for this app. # if result['issued_to'] != CLIENT_ID: # response = make_response(json.dumps("Token's client ID does not match app's."), 401) # response.headers['Content-Type'] = 'application/json' # return response # stored_credentials = login_session.get('credentials') # stored_gplus_id = login_session.get('gplus_id') # if stored_credentials is not None and gplus_id == stored_gplus_id: # response = make_response(json.dumps('Current user is already connected.'), 200) # response.headers['Content-Type'] = 'application/json' # return response print("Step 2 Complete! Access Token : %s " % credentials.access_token) # STEP 3 - Find User or make a new one # Get user info h = httplib2.Http() userinfo_url = "https://www.googleapis.com/oauth2/v1/userinfo" params = {'access_token': credentials.access_token, 'alt': 'json'} answer = requests.get(userinfo_url, params=params) data = answer.json() name = data['name'] picture = data['picture'] email = data['email'] # see if user exists, if it doesn't make a new one user = session.query(User).filter_by(email=email).first() if not user: user = User(username=name, picture=picture, email=email) session.add(user) session.commit() # STEP 4 - Make token token = user.generate_auth_token(600) # STEP 5 - Send back token to the client return jsonify({'token': token.decode('ascii')}) # return jsonify({'token': token.decode('ascii'), 'duration': 600}) else: return 'Unrecoginized Provider' @app.route('/token') @auth.login_required def get_auth_token(): token = g.user.generate_auth_token() return jsonify({'token': token.decode('ascii')}) @app.route('/users', methods=['POST']) def new_user(): username = request.json.get('username') password = request.json.get('password') if username is None or password is None: print("missing arguments") abort(400) if session.query(User).filter_by(username=username).first() is not None: print("existing user") user = session.query(User).filter_by(username=username).first() return jsonify({ 'message': 'user already exists'}), 200 # , {'Location': url_for('get_user', id = user.id, _external = True)} user = User(username=username) user.hash_password(password) session.add(user) session.commit() return jsonify( {'username': user.username}), 201 # , {'Location': url_for('get_user', id = user.id, _external = True)} @app.route('/api/users/<int:id>') def get_user(id): user = session.query(User).filter_by(id=id).one() if not user: abort(400) return jsonify({'username': user.username}) @app.route('/api/resource') @auth.login_required def get_resource(): return jsonify({'data': 'Hello, %s!' % g.user.username}) if __name__ == '__main__': app.debug = True # app.config['SECRET_KEY'] = ''.join(random.choice(string.ascii_uppercase + string.digits) for x in xrange(32)) app.run(host='0.0.0.0', port=5000)

[ "minhquan0902@gmail.com" ]

minhquan0902@gmail.com

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/Development/Simulation/source code/debugging code/wsa_debugging.py

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AdamPurnomo/Deep-Learning-based-Grasp-Planning

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f062daa61119396ea95e9911eb319c082999dcab

refs/heads/main

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# -*- coding: utf-8 -*- """ Created on Mon Mar 16 17:34:58 2020 @author: Adam Syammas Zaki P """ import numpy as np from scipy.spatial import ConvexHull import matplotlib.pyplot as plt from itertools import product, combinations from mpl_toolkits.mplot3d import Axes3D friction_coef = 0.5 n_cone = 6 t_scal = 1/20 local_com = np.array([0,0,0]) origin_ws = np.array([0,0,0,0,0,0]) def min_distance_hull (p, cloud): """ Calculate the closest distance from a point to the convex hull facets. 'p' is the particular point that we want to calculate, should be an array of K-dimension, cloud is the points that make up the hull (N points x K dimension). """ #if (cloud.shape[1] > 3): # model = PCA(n_components = cloud.shape[1]-1).fit(cloud) # proj_cloud = model.transform(cloud) if not isinstance(cloud,ConvexHull): hull = ConvexHull(cloud, qhull_options = 'Qx') dist = [] proj_p = [] #list of projected point on the hyperplanes for i in range(len(hull.equations)): n = np.array(hull.equations[i,0:len(hull.equations[i])-1]) #return to the normal vector of the hyperplane s = np.dot(n, p) + hull.equations[i,len(hull.equations[i])-1] #signed distance from test point to the hyperplane depending on the normal vector s_vec = s * n #vector from projected point on the hyperplane to the test point q = p - s_vec #projected point on the hyperplane q = np.hstack(q) dist.append(abs(s)) proj_p.append(q) if(s > 0): #if the distance is positive, the point is outside the convex hull q = 0 else: q = min(dist) #/ max(dist) return q, dist.index(min(dist)), proj_p def cone_wrenches(grasp, normal, com): cloud_w = [] #set wrenches vis_f = [] tau = [] #set of torque for i in range (len(grasp)): contact_p = grasp[i] n = normal[i] a = n[0] b = n[1] c = n[2] e1 = np.array([c-b, a-c, b-a]) e1 = e1 / np.linalg.norm(e1) e2 = np.cross(n, e1) e2 = e2 / np.linalg.norm(e2) h = 1 / (np.sqrt(1 + np.square(friction_coef))) r = h * friction_coef f = [] for j in range (n_cone): ei = h*n + r*np.cos(j*(2*np.pi/n_cone))*e1 + r*np.sin(j*(2*np.pi/n_cone))*e2 #Cone Direction alpha = 1 / (len(grasp)*n_cone) #constant for linear convex summation force = alpha*ei #Projection of normal force along the cone extrema torque = t_scal*np.cross(contact_p-com,force) wrenches = np.hstack([force, torque]) #generating wrenches cloud_w.append(wrenches) if (j == n_cone-1): cloud_w.append(np.array([0,0,0,alpha*n[0],alpha*n[1],alpha*n[2]])) #additional wrenches for soft contact model for each contact point f.append(force) #force_debug.append(force) tau.append(torque) vis_f.append(f) #g_force = [0,0,-9.8] #g_torque = [0,0,0] #g_wrench = np.hstack([g_force, g_torque]) #cloud_w.append(g_wrench) cloud_w = np.reshape(cloud_w, (2*(n_cone+1), 6)) #tau = np.reshape(tau, (2*n_cone, 3)) #f = np.reshape(f, (2*n_cone, 3)) #vis_f = np.reshape(vis_f, (2*n_cone, 3)) return cloud_w, vis_f for k in range(10): com = np.array([0,0,0]) grasp = np.array([[-10, 0, k], [10, 0, -k]]) normal = np.array([[1, 0, 0], [-1, 0, 0]]) fig = plt.figure() ax = fig.add_subplot(1,1,1, projection='3d') r = [-10, 10] ax.plot([grasp[0][0],grasp[1][0]],[grasp[0][1],grasp[1][1]], [grasp[0][2],grasp[1][2]], 'k-') for s, e in combinations(np.array(list(product(r, r, r))), 2): if np.sum(np.abs(s-e)) == r[1]-r[0]: ax.plot3D(*zip(s, e), color="b") cloud_w, force_cone = cone_wrenches(grasp, normal, local_com) q, index, proj = min_distance_hull(origin_ws, cloud_w) for i in range(len(force_cone)): for j in range(len(force_cone[i])): ax.quiver(grasp[i,0], grasp[i,1], grasp[i,2],force_cone[i][j][0],force_cone[i][j][1], force_cone[i][j][2],length=1) ax.set_title('Grasp Score = %f' %q) plt.show() print("Grasp Score = ", q)

[ "adamsyammaszaki@gmail.com" ]

adamsyammaszaki@gmail.com

cc6056f9c2bfd45ecbfd6e0b56945f89b4ee2528

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/imagehub/__init__.py

ceb9ac2734e4776311100da29882e5b9f2f417ea

[ "MIT" ]

permissive

jeffbass/imagehub

1bddd419cd1106858cc0d30498825583ee7ff712

058c2059e643f78391cb526e687586c9213dbd33

refs/heads/master

2022-04-26T11:26:32.250284

2022-04-08T23:03:55

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"""imagehub: receive and save images and events from imagenodes Receives and stores event messages and event images from multiple sources simultaneously. The sources are Raspberry Pi (and other) computers running imaganode.py to capture and send selected images and event messages. Typically run as a service or background process. See README.rst for details. Copyright (c) 2018 by Jeff Bass. License: MIT, see LICENSE for more details. """ # populate fields for >>>help(imagezmq) from .__version__ import __title__, __description__, __url__, __version__ from .__version__ import __author__, __author_email__, __license__ from .__version__ import __copyright__

[ "jeffbass42@gmail.com" ]

jeffbass42@gmail.com

839c4e31901e4b13edfbabe7546cc5942dda6fcc

4517c8e82009df11dc8b20fd1d9c8d20345f8ca2

/download_raw_updates/routeviews/list_files.py

9301e99e692b36babc02c07f7f48f74ba15122d4

[]

no_license

jracker/bgp-convergence

a52767bf6e94540b42838c6e5c6c967fc140d35a

6ad10a11bc178f9dbfbbb520c28f0e96da792a69

refs/heads/master

2022-03-04T15:24:35.830344

2019-11-11T01:20:04

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import glob import subprocess import shlex month = "07" day = "01" #files_list = glob.glob("./updates.*") files_list = ["./updates.2018"+month+day+".0430.bz2","./updates.2018"+month+day+".0230.bz2","./updates.2018"+month+day+".2145.bz2","./updates.2018"+month+day+".1830.bz2","./updates.2018"+month+day+".1400.bz2","./updates.2018"+month+day+".0215.bz2","./updates.2018"+month+day+".0815.bz2","./updates.2018"+month+day+".0945.bz2","./updates.2018"+month+day+".0615.bz2","./updates.2018"+month+day+".0145.bz2","./updates.2018"+month+day+".1630.bz2","./updates.2018"+month+day+".1430.bz2","./updates.2018"+month+day+".2015.bz2","./updates.2018"+month+day+".1230.bz2","./updates.2018"+month+day+".1600.bz2","./updates.2018"+month+day+".2230.bz2","./updates.2018"+month+day+".1800.bz2","./updates.2018"+month+day+".0830.bz2","./updates.2018"+month+day+".0630.bz2","./updates.2018"+month+day+".0000.bz2","./updates.2018"+month+day+".0600.bz2","./updates.2018"+month+day+".0415.bz2","./updates.2018"+month+day+".1545.bz2","./updates.2018"+month+day+".2030.bz2","./updates.2018"+month+day+".0745.bz2","./updates.2018"+month+day+".1345.bz2","./updates.2018"+month+day+".1415.bz2","./updates.2018"+month+day+".0545.bz2","./updates.2018"+month+day+".1200.bz2","./updates.2018"+month+day+".0200.bz2","./updates.2018"+month+day+".0400.bz2","./updates.2018"+month+day+".1030.bz2","./updates.2018"+month+day+".0015.bz2","./updates.2018"+month+day+".1745.bz2","./updates.2018"+month+day+".2000.bz2","./updates.2018"+month+day+".1000.bz2","./updates.2018"+month+day+".1015.bz2","./updates.2018"+month+day+".2215.bz2","./updates.2018"+month+day+".2345.bz2","./updates.2018"+month+day+".1145.bz2","./updates.2018"+month+day+".1215.bz2","./updates.2018"+month+day+".0800.bz2","./updates.2018"+month+day+".1945.bz2","./updates.2018"+month+day+".0030.bz2","./updates.2018"+month+day+".0345.bz2","./updates.2018"+month+day+".1615.bz2","./updates.2018"+month+day+".1815.bz2","./updates.2018"+month+day+".2200.bz2"] line_num = 0 for file_name in files_list: print str(line_num) + ":" + file_name line_num = line_num + 1 f = open("file-"+str(line_num), "w") subprocess.call(shlex.split('python mrt2bgpdump.py '+file_name), stdout=f) #subprocess.call(shlex.split('python mrt2bgpdump.py /home/ricardo/ripe/rrc03/19-06-2018/updates.20180619.1820.gz > newdata-'+str(line_num)+'.txt')) #f = open("blah.txt", "w") #subprocess.call(shlex.split('python mrt2bgpdump.py /home/ricardo/ripe/rrc03/19-06-2018/updates.20180619.1820.gz'), stdout=f)

[ "ricardo.bennesby@gmail.com" ]

ricardo.bennesby@gmail.com

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/scripts/initialize_db.py

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[]

no_license

scottwedge/InfraredSpectraDBApp

894469b88947de420347bc767661ff057ee00b04

d451a6613e4669fe09cddc7164913d85320878fc

refs/heads/master

2021-05-16T19:00:36.065396

2019-06-17T10:53:19

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0

null

2020-03-27T03:25:05

2020-03-27T03:25:04

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import os import sys import transaction from pyramid.paster import bootstrap, setup_logging, get_appsettings from sqlalchemy.exc import OperationalError from pyramid.scripts.common import parse_vars from .. import models from ..models import FTIRModel, User, Spectra, Spectra_detail, Graph_experiment from ..models import ( get_engine, get_session_factory, get_tm_session, ) from ..models.meta import Base def setup_models(dbsession): model = models.FTIRModel.FTIRModel(name='one', value = 1) dbsession.add(model) def usage(argv): cmd = os.path.basename(argv[0]) print('usage: %s <config_uri>\n' '(example: "%s development.ini")' % (cmd, cmd)) sys.exit(1) def main(argv=sys.argv): if len(argv) < 2: usage(argv) config_uri = argv[1] options = parse_vars(argv[2:]) setup_logging(config_uri) settings = get_appsettings(config_uri, options=options) engine = get_engine(settings) Base.metadata.create_all(engine) session_factory = get_session_factory(engine) with transaction.manager: dbsession = get_tm_session(session_factory, transaction.manager) editor = User(name='editor', role='editor') editor.set_password('editor') dbsession.add(editor) basic = User(name='basic', role='basic') basic.set_password('basic') dbsession.add(basic) spectra = Spectra(spectra_id=1, label='first_spectra', time = 25) dbsession.add(spectra) spectra_detail = Spectra_detail(spectra_id=1, index=1, value = 1) dbsession.add(spectra_detail) graph_experiment = Graph_experiment(spectra_id=12, a=1, b=2, c=3, d=4) dbsession.add(graph_experiment) model = FTIRModel( name='FrontPage', creator=editor, data='This is the front page', magic='lala', ) dbsession.add(model)

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scottwedge.noreply@github.com

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/dom4.py

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no_license

merrouchesarah/tp4

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refs/heads/master

2021-02-26T02:07:28.909147

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DATA_FILE = "listetudiants.xml" import xml.dom.minidom as minidom import sys def main(): try: xmldoc = minidom.parse(DATA_FILE) except: print("Can't Open the file") sys.exit() print (xmldoc.toxml()) return 0

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/script/model/SpiderGen/gui_pydoc.py

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[]

no_license

ChineseCasey/cx_tool_set

65454f9cb41ae1c0253e2ac0ad297b4ce9da0a92

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refs/heads/master

2020-08-05T18:44:01.586032

2019-10-03T19:35:54

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''' SPIDER WEB GENERATOR GUI Joe Withers 2016 This script will create a spiderweb in your scene once the user creates 'anchors' that are used to define the shape of the spiderweb. NOTE: this script requires assets for the animated spider to work correctly, so please ensure that the SpiderGen folder is located at: maya/[VERSION]/scripts/SpiderGen ''' import maya.cmds as cmds import spiderGen ### this imports all of the non-UI functions, so I can have the GUI and functions in two different files for organisation purposes. def createUI(*args): ''' This function creates the UI ''' #window windowID = 'spiderGenUI90' if cmds.window(windowID, exists = True): cmds.deleteUI(windowID) cmds.window(windowID, title='Spider Web Generator', resizeToFitChildren=True, sizeable=False) #header image cmds.rowColumnLayout(w=400) cmds.image(image=cmds.internalVar(usd=True)+"SpiderGen/UIheader.png") cmds.setParent("..") #controls cmds.frameLayout(label="Spiderweb Options", collapsable=False, mw=5, mh=5) cmds.text(label='Please create a ring of Anchors to define the shape of the spiderweb.', align='center', height = 20) cmds.rowColumnLayout(numberOfColumns=3, columnWidth=[(1,200),(2,10),(3,190)]) cmds.button(label='Create Anchor', command = spiderGen.createAnchor, w=200) cmds.text(label='') deleteAnchors = cmds.checkBox(label='Delete Anchors after use') cmds.setParent("..") cmds.separator(height=10) secondaryRadiusControl = cmds.floatSliderGrp(label='Web Radius', minValue=0, maxValue=1, value=0.5, field=True) secondaryRoundnessControl = cmds.floatSliderGrp(pre=2,label='Web Roundness', minValue=-1, maxValue=1, value=0.5, field=True) spiralStartRadiusControl = cmds.floatSliderGrp(label='Spiral Start Radius', minValue=0, maxValue=0.5, value=0.1, field=True) spiralStepControl = cmds.floatSliderGrp(pre=2,label='Spiral Step Distance', minValue=0.1, maxValue=1, value=0.5, field=True) spirallingControl = cmds.floatSliderGrp(pre=2,label='Spiralling Amount', minValue=0, maxValue=1, value=0, field=True) randomControl = cmds.floatSliderGrp(pre=2,label='Random Influence', minValue=0, maxValue=1, value=0.1, field=True) perfection = cmds.floatSliderGrp(pre=2,label='Web Imperfections', minValue=0, maxValue=1, value=0.5, field=True) cmds.separator(height=10) cmds.rowColumnLayout(numberOfColumns=3, columnWidth=[(1,100),(1,150),(1,150)]) cmds.text(label='Animated Spider:', align='right') animatedSpider = cmds.checkBox(label='') cmds.separator(height=20, vis=False) cmds.text(label='Frame Range:', align='right') animStart = cmds.intField(value=cmds.playbackOptions(q=True, minTime=True)) animEnd = cmds.intField(value=(cmds.playbackOptions(q=True, maxTime=True))) cmds.setParent("..") #tooltips cmds.text(label='Adjust the spiders size by scaling the rectangular controller.', align='center') cmds.text(label='The animation can also be adjusted under the Extra Attributes tab.', align='center') cmds.separator(height=20) cmds.rowColumnLayout(nc=3, cw=[(1,150),(2,150),(3,100)]) cmds.button(label='Generate Spider Web', height=30, command = lambda *args: spiderGen.createSpiderWeb(cmds.floatSliderGrp(secondaryRadiusControl, query=True, value=True), cmds.floatSliderGrp(secondaryRoundnessControl, query=True, value=True), cmds.floatSliderGrp(spiralStartRadiusControl, query=True, value=True), cmds.floatSliderGrp(spiralStepControl, query=True, value=True), cmds.floatSliderGrp(randomControl, query=True, value=True), cmds.floatSliderGrp(spirallingControl, query=True, value=True), cmds.checkBox(animatedSpider, query=True, value=True), cmds.intField(animStart, query=True, value=True), cmds.intField(animEnd, query=True, value=True), cmds.floatSliderGrp(perfection, query=True, value=True), cmds.checkBox(deleteAnchors, query=True, value=True))) cmds.button(label = 'Add to Custom shelf', command = shelfButton) cmds.button(label = 'Reset', command = createUI) cmds.setParent("..") #text cmds.text(l='Joe Withers - 2016', w=400, h=30, ww=True, fn="smallPlainLabelFont") cmds.showWindow() def shelfButton(*args): """ adds a shelf button for the script under the 'Custom' tab """ cmds.shelfButton(annotation='Spiderweb Generator - Joe Withers', image = "commandButton.png", l='SpiderWeb', p='Custom', imageOverlayLabel='Spider', overlayLabelBackColor=(.6, .6, .6, .6), command=str("from SpiderGen import gui;reload(gui);gui.createUI()"))

[ "1036707552@qq.com" ]

1036707552@qq.com

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/videocap2.py

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agleontyev/EmotionRecognitionRealTime

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refs/heads/master

2023-06-21T10:36:27.300417

2021-08-03T13:33:40

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# -*- coding: utf-8 -*- """ Created on Wed May 27 15:02:14 2020 @author: agleo """ from threading import Thread import sys from queue import Queue import tensorflow as tf from tensorflow.keras.preprocessing.image import img_to_array import imutils import cv2, pafy from tensorflow.keras.models import load_model import numpy as np class FileVideoStream: def __init__(self, path, queueSize=128): # initialize the file video stream along with the boolean # used to indicate if the thread should be stopped or not self.stream = cv2.VideoCapture(path) self.stopped = False # initialize the queue used to store frames read from # the video file self.Q = Queue(maxsize=queueSize) def start(self): # start a thread to read frames from the file video stream t = Thread(target=self.update, args=()) t.daemon = True t.start() return self def update(self): # keep looping infinitely while True: # if the thread indicator variable is set, stop the # thread if self.stopped: return # otherwise, ensure the queue has room in it if not self.Q.full(): # read the next frame from the file (grabbed, frame) = self.stream.read() # if the `grabbed` boolean is `False`, then we have # reached the end of the video file if not grabbed: self.stop() return # add the frame to the queue self.Q.put(frame) #from pylsl import StreamInfo, StreamOutlet ##info = StreamInfo(name='emotion_PC3', type='Markers', channel_count=1, # channel_format='string', source_id='uniqueid12345') # Initialize the stream. ##outlet = StreamOutlet(info) #url = 'https://youtu.be/eahnOcp883k' #from mhyt import yt_download #file = "Kav.mp4" #yt_download(url,file) label = None # parameters for loading data and images detection_model_path = 'models/haarcascade_frontalface_default.xml' emotion_model_path = 'models/_mini_XCEPTION.102-0.66.hdf5' # hyper-parameters for bounding boxes shape # loading models face_detection = cv2.CascadeClassifier(detection_model_path) emotion_classifier = load_model(emotion_model_path, compile=False) EMOTIONS = ["angry", "disgust", "scared", "happy", "sad", "surprised", "neutral"] # starting video streaming #cv2.namedWindow('Camera') camera = cv2.VideoCapture('Kav.mp4') # video to sample n = 7 # how many faces do we want to detect while True: frame = camera.read()[1] # reading the frame frame = imutils.resize(frame, width=400) gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) faces = face_detection.detectMultiScale(gray, scaleFactor=1.1, minNeighbors=1, minSize=(30, 30), flags=cv2.CASCADE_SCALE_IMAGE) canvas = np.zeros((250, 300, 3), dtype="uint8") frameClone = frame.copy() if (len(faces) > 0): for face in faces[:n]: # face = sorted(faces, reverse=True, # key=lambda x: (x[2] - x[0]) * (x[3] - x[1]))[0] (fX, fY, fW, fH) = face # Extract the ROI of the face from the grayscale image, resize it to a fixed 48x48 pixels, and then prepare # the ROI for classification via the CNN roi = gray[fY:fY + fH, fX:fX + fW] roi = cv2.resize(roi, (64, 64)) roi = roi.astype("float") / 255.0 roi = img_to_array(roi) roi = np.expand_dims(roi, axis=0) preds = emotion_classifier.predict(roi)[0] emotion_probability = np.max(preds) label = EMOTIONS[preds.argmax()] for (i, (emotion, prob)) in enumerate(zip(EMOTIONS, preds)): # construct the label text text = "{}: {:.2f}%".format(emotion, prob * 100) w = int(prob * 300) cv2.rectangle(canvas, (7, (i * 35) + 5), (w, (i * 35) + 35), (0, 0, 255), -1) cv2.putText(canvas, text, (10, (i * 35) + 23), cv2.FONT_HERSHEY_SIMPLEX, 0.45, (255, 255, 255), 2) cv2.putText(frameClone, label, (fX, fY - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.45, (0, 0, 255), 2) cv2.rectangle(frameClone, (fX, fY), (fX + fW, fY + fH), (0, 0, 255), 2) if (label != None): print(label) # outlet.push_sample([label]) cv2.imshow('Camera_face', frameClone) cv2.imshow("Probabilities", canvas) if cv2.waitKey(1) & 0xFF == ord('q'): break camera.release() cv2.destroyAllWindows()

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/sdk/network/azure-mgmt-network/azure/mgmt/network/v2019_08_01/aio/operations_async/_vpn_server_configurations_associated_with_virtual_wan_operations_async.py

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YijunXieMS/azure-sdk-for-python

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# coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may cause incorrect behavior and will be lost if the code is regenerated. # -------------------------------------------------------------------------- from typing import Any, Callable, Dict, Generic, Optional, TypeVar, Union import warnings from azure.core.exceptions import HttpResponseError, ResourceExistsError, ResourceNotFoundError, map_error from azure.core.pipeline import PipelineResponse from azure.core.pipeline.transport import AsyncHttpResponse, HttpRequest from azure.core.polling import AsyncLROPoller, AsyncNoPolling, AsyncPollingMethod from azure.mgmt.core.exceptions import ARMErrorFormat from azure.mgmt.core.polling.async_arm_polling import AsyncARMPolling from ... import models T = TypeVar('T') ClsType = Optional[Callable[[PipelineResponse[HttpRequest, AsyncHttpResponse], T, Dict[str, Any]], Any]] class VpnServerConfigurationsAssociatedWithVirtualWanOperations: """VpnServerConfigurationsAssociatedWithVirtualWanOperations async operations. You should not instantiate this class directly. Instead, you should create a Client instance that instantiates it for you and attaches it as an attribute. :ivar models: Alias to model classes used in this operation group. :type models: ~azure.mgmt.network.v2019_08_01.models :param client: Client for service requests. :param config: Configuration of service client. :param serializer: An object model serializer. :param deserializer: An object model deserializer. """ models = models def __init__(self, client, config, serializer, deserializer) -> None: self._client = client self._serialize = serializer self._deserialize = deserializer self._config = config async def _list_initial( self, resource_group_name: str, virtual_wan_name: str, **kwargs ) -> "models.VpnServerConfigurationsResponse": cls = kwargs.pop('cls', None) # type: ClsType["models.VpnServerConfigurationsResponse"] error_map = {404: ResourceNotFoundError, 409: ResourceExistsError} error_map.update(kwargs.pop('error_map', {})) api_version = "2019-08-01" # Construct URL url = self._list_initial.metadata['url'] # type: ignore path_format_arguments = { 'subscriptionId': self._serialize.url("self._config.subscription_id", self._config.subscription_id, 'str'), 'resourceGroupName': self._serialize.url("resource_group_name", resource_group_name, 'str'), 'virtualWANName': self._serialize.url("virtual_wan_name", virtual_wan_name, 'str'), } url = self._client.format_url(url, **path_format_arguments) # Construct parameters query_parameters = {} # type: Dict[str, Any] query_parameters['api-version'] = self._serialize.query("api_version", api_version, 'str') # Construct headers header_parameters = {} # type: Dict[str, Any] header_parameters['Accept'] = 'application/json' # Construct and send request request = self._client.post(url, query_parameters, header_parameters) pipeline_response = await self._client._pipeline.run(request, stream=False, **kwargs) response = pipeline_response.http_response if response.status_code not in [200, 202]: map_error(status_code=response.status_code, response=response, error_map=error_map) raise HttpResponseError(response=response, error_format=ARMErrorFormat) deserialized = None if response.status_code == 200: deserialized = self._deserialize('VpnServerConfigurationsResponse', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized _list_initial.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/virtualWans/{virtualWANName}/vpnServerConfigurations'} # type: ignore async def begin_list( self, resource_group_name: str, virtual_wan_name: str, **kwargs ) -> "models.VpnServerConfigurationsResponse": """Gives the list of VpnServerConfigurations associated with Virtual Wan in a resource group. :param resource_group_name: The resource group name. :type resource_group_name: str :param virtual_wan_name: The name of the VirtualWAN whose associated VpnServerConfigurations is needed. :type virtual_wan_name: str :keyword callable cls: A custom type or function that will be passed the direct response :keyword str continuation_token: A continuation token to restart a poller from a saved state. :keyword polling: True for ARMPolling, False for no polling, or a polling object for personal polling strategy :paramtype polling: bool or ~azure.core.polling.AsyncPollingMethod :keyword int polling_interval: Default waiting time between two polls for LRO operations if no Retry-After header is present. :return: VpnServerConfigurationsResponse, or the result of cls(response) :rtype: ~azure.mgmt.network.v2019_08_01.models.VpnServerConfigurationsResponse :raises ~azure.core.exceptions.HttpResponseError: """ polling = kwargs.pop('polling', True) # type: Union[bool, AsyncPollingMethod] cls = kwargs.pop('cls', None) # type: ClsType["models.VpnServerConfigurationsResponse"] lro_delay = kwargs.pop( 'polling_interval', self._config.polling_interval ) cont_token = kwargs.pop('continuation_token', None) # type: Optional[str] if cont_token is None: raw_result = await self._list_initial( resource_group_name=resource_group_name, virtual_wan_name=virtual_wan_name, cls=lambda x,y,z: x, **kwargs ) kwargs.pop('error_map', None) kwargs.pop('content_type', None) def get_long_running_output(pipeline_response): deserialized = self._deserialize('VpnServerConfigurationsResponse', pipeline_response) if cls: return cls(pipeline_response, deserialized, {}) return deserialized if polling is True: polling_method = AsyncARMPolling(lro_delay, lro_options={'final-state-via': 'location'}, **kwargs) elif polling is False: polling_method = AsyncNoPolling() else: polling_method = polling if cont_token: return AsyncLROPoller.from_continuation_token( polling_method=polling_method, continuation_token=cont_token, client=self._client, deserialization_callback=get_long_running_output ) else: return AsyncLROPoller(self._client, raw_result, get_long_running_output, polling_method) begin_list.metadata = {'url': '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.Network/virtualWans/{virtualWANName}/vpnServerConfigurations'} # type: ignore

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lingxiao/learn-adj-relation

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############################################################ # Module : A series of measures on the graph for experiments # Date : April 2nd, 2017 # Author : Xiao Ling ############################################################ import os import re import networkx as nx from utils import * from scripts import * from app.config import PATH ############################################################ ''' paths ''' _root = os.path.join(PATH['directories']['deploy'], 'ngram-train') _word_pair_dir = os.path.join(_root, 'pairs') _output_dir = os.path.join(_root, 'outputs') _script_dir = os.path.join(_root ,'scripts') ''' @Use: collect ngram counts ''' batch = 70 word_pair_path = os.path.join(_word_pair_dir , 'batch-' + str(batch) + '.txt') pattern_path = PATH['assets']['patterns'] ngram_dir = PATH['ngrams']['full'] out_dir = _output_dir log_dir = PATH['directories']['log'] collect_ngram_patterns( word_pair_path , pattern_path , ngram_dir , out_dir , log_dir , debug = False)

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lingxiao@seas.upenn.edu

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""" Exception classes. """ __all__ = ['LoonError'] class LoonError(Exception): pass

[ "joshbode@gmail.com" ]

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EdgarOrnelas/learning-circles

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# -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import migrations, models import datetime from django.utils.timezone import utc def set_meeting_time(apps, schema_editor): StudyGroupMeeting = apps.get_model('studygroups', 'StudyGroupMeeting') for meeting in StudyGroupMeeting.objects.all(): meeting.meeting_time = meeting.study_group.meeting_time meeting.save() class Migration(migrations.Migration): dependencies = [ ('studygroups', '0063_auto_20160309_1301'), ] operations = [ migrations.AlterField( model_name='studygroupmeeting', name='meeting_time', field=models.TimeField(), ), migrations.RunPython(set_meeting_time), ]

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dirkcuys@gmail.com

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/confession/user_app/migrations/0012_auto_20190121_1659.py

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FZTeam/confession

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# -*- coding: utf-8 -*- # Generated by Django 1.11.15 on 2019-01-21 16:59 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('user_app', '0011_auto_20190121_1658'), ] operations = [ migrations.AlterField( model_name='user', name='action_time', field=models.TimeField(auto_now=True), ), migrations.AlterField( model_name='user', name='create_time', field=models.TimeField(auto_now_add=True), ), ]

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2094531487@qq.com

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/charity_donation/admin.py

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[]

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KarolinaK-14/portfolio-lab-charity-donation

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from django.contrib import admin, messages from django.contrib.admin.utils import model_ngettext from django.core.exceptions import PermissionDenied from django.template.response import TemplateResponse from .models import Category, Institution, Donation from django.contrib.admin import helpers from django.contrib.auth.models import User, Group from django.contrib.auth.admin import UserAdmin class MyUserAdmin(UserAdmin): actions = ["delete_selected"] def delete_selected(self, request, queryset): """ Default action which deletes the selected objects. This action first displays a confirmation page which shows all the deletable objects, or, if the user has no permission one of the related childs (foreignkeys), a "permission denied" message. Next, it deletes all selected objects and redirects back to the change list. """ opts = self.model._meta app_label = opts.app_label # Populate deletable_objects, a data structure of all related objects that # will also be deleted. ( deletable_objects, model_count, perms_needed, protected, ) = self.get_deleted_objects(queryset, request) staff_all = User.objects.filter(is_staff=True) staff_selected = [] for i in queryset: if i.is_staff: staff_selected.append(i) if len(staff_selected) >= len(staff_all): messages.error(request, "Akcja nie jest możliwa.") protected.append("Nie możesz skasować ostatniego administratora.") if request.user in queryset: messages.error(request, "Akcja nie jest możliwa.") protected.append("Nie możesz skasować samego siebie.") # The user has already confirmed the deletion. # Do the deletion and return None to display the change list view again. if request.POST.get("post") and not protected: if perms_needed: raise PermissionDenied n = queryset.count() if n: for obj in queryset: obj_display = str(obj) self.log_deletion(request, obj, obj_display) self.delete_queryset(request, queryset) self.message_user( request, ("Pomyślnie usunięto %(count)d %(items)s.") % {"count": n, "items": model_ngettext(self.opts, n)}, messages.SUCCESS, ) # Return None to display the change list page again. return None objects_name = model_ngettext(queryset) if perms_needed or protected: title = ("Nie można usunąć %(name)s") % {"name": objects_name} else: title = "Jesteś pewien?" context = { **self.admin_site.each_context(request), "title": title, "objects_name": str(objects_name), "deletable_objects": [deletable_objects], "model_count": dict(model_count).items(), "queryset": queryset, "perms_lacking": perms_needed, "protected": protected, "opts": opts, "action_checkbox_name": helpers.ACTION_CHECKBOX_NAME, "media": self.media, } request.current_app = self.admin_site.name # Display the confirmation page return TemplateResponse( request, self.delete_selected_confirmation_template or [ "admin/%s/%s/delete_selected_confirmation.html" % (app_label, opts.model_name), "admin/%s/delete_selected_confirmation.html" % app_label, "admin/delete_selected_confirmation.html", ], context, ) delete_selected.short_description = "Usuń wybranych użytkowników" admin.site.site_header = "Oddam w dobre ręce" admin.site.unregister(User) admin.site.register(User, MyUserAdmin) admin.site.unregister(Group) admin.site.register(Institution) admin.site.register(Donation) admin.site.register(Category)

[ "karpinska.karolina.kk@gmail.com" ]

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/graphgallery/utils/__init__.py

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blindSpoter01/GraphGallery

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2023-06-17T11:42:27.169751

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from .context_manager import nullcontext from .raise_error import raise_if_kwargs from .tqdm import tqdm from .context_manager import nullcontext from .progbar import Progbar from .misc import * from .logger import setup_logger, get_logger from .timeout import TimeOut

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cnljt@outlook.com

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/models/unet.py

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[]

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alimottaghi/brain-segmentation

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import numpy as np import torch import torch.nn as nn from collections import OrderedDict class UNet(nn.Module): def __init__(self, in_channels=3, out_channels=1, init_features=32): super(UNet, self).__init__() features = init_features self.encoder1 = UNet._block(in_channels, features, name="enc1") self.pool1 = nn.MaxPool2d(kernel_size=2, stride=2) self.encoder2 = UNet._block(features, features * 2, name="enc2") self.pool2 = nn.MaxPool2d(kernel_size=2, stride=2) self.encoder3 = UNet._block(features * 2, features * 4, name="enc3") self.pool3 = nn.MaxPool2d(kernel_size=2, stride=2) self.encoder4 = UNet._block(features * 4, features * 8, name="enc4") self.pool4 = nn.MaxPool2d(kernel_size=2, stride=2) self.bottleneck = UNet._block(features * 8, features * 16, name="bottleneck") self.upconv4 = nn.ConvTranspose2d( features * 16, features * 8, kernel_size=2, stride=2 ) self.decoder4 = UNet._block((features * 8) * 2, features * 8, name="dec4") self.upconv3 = nn.ConvTranspose2d( features * 8, features * 4, kernel_size=2, stride=2 ) self.decoder3 = UNet._block((features * 4) * 2, features * 4, name="dec3") self.upconv2 = nn.ConvTranspose2d( features * 4, features * 2, kernel_size=2, stride=2 ) self.decoder2 = UNet._block((features * 2) * 2, features * 2, name="dec2") self.upconv1 = nn.ConvTranspose2d( features * 2, features, kernel_size=2, stride=2 ) self.decoder1 = UNet._block(features * 2, features, name="dec1") self.conv = nn.Conv2d( in_channels=features, out_channels=out_channels, kernel_size=1 ) def forward(self, x): enc1 = self.encoder1(x) enc2 = self.encoder2(self.pool1(enc1)) enc3 = self.encoder3(self.pool2(enc2)) enc4 = self.encoder4(self.pool3(enc3)) bottleneck = self.bottleneck(self.pool4(enc4)) dec4 = self.upconv4(bottleneck) dec4 = torch.cat((dec4, enc4), dim=1) dec4 = self.decoder4(dec4) dec3 = self.upconv3(dec4) dec3 = torch.cat((dec3, enc3), dim=1) dec3 = self.decoder3(dec3) dec2 = self.upconv2(dec3) dec2 = torch.cat((dec2, enc2), dim=1) dec2 = self.decoder2(dec2) dec1 = self.upconv1(dec2) dec1 = torch.cat((dec1, enc1), dim=1) dec1 = self.decoder1(dec1) return torch.sigmoid(self.conv(dec1)) @staticmethod def _block(in_channels, features, name): return nn.Sequential( OrderedDict( [ ( name + "conv1", nn.Conv2d( in_channels=in_channels, out_channels=features, kernel_size=3, padding=1, bias=False, ), ), (name + "norm1", nn.BatchNorm2d(num_features=features)), (name + "relu1", nn.ReLU(inplace=True)), ( name + "conv2", nn.Conv2d( in_channels=features, out_channels=features, kernel_size=3, padding=1, bias=False, ), ), (name + "norm2", nn.BatchNorm2d(num_features=features)), (name + "relu2", nn.ReLU(inplace=True)), ] ) )

[ "samottaghi@gmail.com" ]

samottaghi@gmail.com

4e2819515b09c9682206030c243871bcb4e669fb

d3dbb704a2db1c4a5122baeb74af7b47ff373868

/core/migrations/0006_product_img.py

1e9d49666e9cfd277858cc4b2dd24211bd2bf4cf

[]

no_license

EslamRM/Eshhnli

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refs/heads/master

2023-07-13T05:38:39.800756

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# Generated by Django 2.2.12 on 2020-07-20 09:47 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('core', '0005_auto_20200720_1124'), ] operations = [ migrations.AddField( model_name='product', name='img', field=models.ImageField(default='default.png', upload_to='img/'), ), ]

[ "eslam4523@gmail.com" ]

eslam4523@gmail.com

c084ed55fb4af64f15d9fec63aeb6591b17dc2d7

65dacf1547d570bd3af76e67b7d1914c7a3e634e

/rotate_face/preprocessing_ear.py

6a3970933204eea54a927520b90d92bf42e018f1

[]

no_license

PhiLongDo/Drowsiness-Detection

9c16f08507c9ac095e28e95e482dc1126978bc0d

0fa610b3549b5bac548706f0929848d35b1d9cf4

refs/heads/master

2020-10-02T11:09:23.583438

2019-12-15T03:47:07

227,759,306

11

0

null

UTF-8

Python

false

24,260

py

import os import numpy as np def unison_shuffled_copies(a, b): p = np.random.permutation(len(a)) return a[p], b[p] def normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs): #10 # def normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs): #full 12 # input is the blinking features as well as their mean and std, output is a [num_blinksx4] matrix as the normalized blinks normalized_blinks = np.zeros([num_blinks, 10]) normalized_time_open = (time_open[0:num_blinks] - u_time_open) / sigma_time_open normalized_blinks[:, 0] = normalized_time_open normalized_time_close = (time_close[0:num_blinks] - u_time_close) / sigma_time_close normalized_blinks[:, 1] = normalized_time_close normalized_left_max = (left_max[0:num_blinks] - u_left_max) / sigma_left_max normalized_blinks[:, 2] = normalized_left_max normalized_left_min = (left_min[0:num_blinks] - u_left_min) / sigma_left_min normalized_blinks[:, 3] = normalized_left_min normalized_right_max = (right_max[0:num_blinks] - u_right_max) / sigma_right_max normalized_blinks[:, 4] = normalized_right_max normalized_right_min = (right_min[0:num_blinks] - u_right_min) / sigma_right_min normalized_blinks[:, 5] = normalized_right_min normalized_AVGmouth = (AVGmouth[0:num_blinks] - u_AVGmouth) / sigma_AVGmouth normalized_blinks[:, 6] = normalized_AVGmouth normalized_AVGfaceAngleXs = (AVGfaceAngleXs[0:num_blinks] - u_AVGfaceAngleXs) / sigma_AVGfaceAngleXs normalized_blinks[:, 7] = normalized_AVGfaceAngleXs normalized_AVGfaceAngleYs = (AVGfaceAngleYs[0:num_blinks] - u_AVGfaceAngleYs) / sigma_AVGfaceAngleYs normalized_blinks[:, 8] = normalized_AVGfaceAngleYs normalized_AVGfaceAngleZs = (AVGfaceAngleZs[0:num_blinks] - u_AVGfaceAngleZs) / sigma_AVGfaceAngleZs normalized_blinks[:, 9] = normalized_AVGfaceAngleZs # normalized_max_ear = (max_ear[0:num_blinks] - u_max_ear) / sigma_max_ear # normalized_blinks[:, 10] = normalized_max_ear # normalized_min_ear = (min_ear[0:num_blinks] - u_min_ear) / sigma_min_ear # normalized_blinks[:, 11] = normalized_min_ear return normalized_blinks def unroll_in_time(in_data, window_size, stride): # in_data is [n,4] out_data is [N,Window_size,4] n = len(in_data) if n <= window_size: out_data = np.zeros([1, window_size, 10]) out_data[0, -n:, :] = in_data return out_data else: N = ((n - window_size) // stride) + 1 out_data = np.zeros([N, window_size, 10]) for i in range(N): if i * stride + window_size <= n: out_data[i, :, :] = in_data[i * stride:i * stride + window_size, :] else: # this line should not ever be executed because of the for mula used above N is the exact time the loop is executed break return out_data def gen(folder_list,window_size,stride,path1,len_file): lenx = 0 for ID, folder in enumerate(folder_list): print("#########\n") print(str(ID) + '-' + str(folder) + '\n') print("#########\n") files_per_person = os.listdir(path1 + '/' + folder) for txt_file in files_per_person: if txt_file == 'alert.txt': blinksTXT = path1 + '/' + folder + '/' + txt_file time_open = np.loadtxt(blinksTXT, usecols=0) time_close = np.loadtxt(blinksTXT, usecols=1) max_ear = np.loadtxt(blinksTXT, usecols=2) min_ear = np.loadtxt(blinksTXT, usecols=3) left_max = np.loadtxt(blinksTXT, usecols=4) left_min = np.loadtxt(blinksTXT, usecols=5) right_max = np.loadtxt(blinksTXT, usecols=6) right_min = np.loadtxt(blinksTXT, usecols=7) AVGmouth = np.loadtxt(blinksTXT, usecols=8) AVGfaceAngleXs = np.loadtxt(blinksTXT, usecols=9) AVGfaceAngleYs = np.loadtxt(blinksTXT, usecols=10) AVGfaceAngleZs = np.loadtxt(blinksTXT, usecols=11) num_blinks = len(time_open) bunch_size = num_blinks // 3 # one third used for baselining remained_size = num_blinks - bunch_size # Using the last bunch_size number of blinks to calculate mean and std u_time_open = np.mean(time_open[-bunch_size:]) sigma_time_open = np.std(time_open[-bunch_size:]) if sigma_time_open == 0: sigma_time_open = np.std(time_open) u_time_close = np.mean(time_close[-bunch_size:]) sigma_time_close = np.std(time_close[-bunch_size:]) if sigma_time_close == 0: sigma_time_close = np.std(time_close) u_max_ear = np.mean(max_ear[-bunch_size:]) sigma_max_ear = np.std(max_ear[-bunch_size:]) if sigma_max_ear == 0: sigma_max_ear = np.std(max_ear) u_min_ear = np.mean(min_ear[-bunch_size:]) sigma_min_ear = np.std(min_ear[-bunch_size:]) if sigma_min_ear == 0: sigma_min_ear = np.std(min_ear) u_left_max = np.mean(left_max[-bunch_size:]) sigma_left_max = np.std(left_max[-bunch_size:]) if sigma_left_max == 0: sigma_left_max = np.std(left_max) u_left_min = np.mean(left_min[-bunch_size:]) sigma_left_min = np.std(left_min[-bunch_size:]) if sigma_left_min == 0: sigma_left_min = np.std(left_min) u_right_max = np.mean(right_max[-bunch_size:]) sigma_right_max = np.std(right_max[-bunch_size:]) if sigma_right_max == 0: sigma_right_max = np.std(right_max) u_right_min = np.mean(right_min[-bunch_size:]) sigma_right_min= np.std(right_min[-bunch_size:]) if sigma_right_min == 0: sigma_right_min = np.std(right_min) u_AVGmouth = np.mean(AVGmouth[-bunch_size:]) sigma_AVGmouth= np.std(AVGmouth[-bunch_size:]) if sigma_AVGmouth == 0: sigma_AVGmouth = np.std(AVGmouth) u_AVGfaceAngleXs = np.mean(AVGfaceAngleXs[-bunch_size:]) sigma_AVGfaceAngleXs= np.std(AVGfaceAngleXs[-bunch_size:]) if sigma_AVGfaceAngleXs == 0: sigma_AVGfaceAngleXs = np.std(AVGfaceAngleXs) u_AVGfaceAngleYs = np.mean(AVGfaceAngleYs[-bunch_size:]) sigma_AVGfaceAngleYs= np.std(AVGfaceAngleYs[-bunch_size:]) if sigma_AVGfaceAngleYs == 0: sigma_AVGfaceAngleYs = np.std(AVGfaceAngleYs) u_AVGfaceAngleZs = np.mean(AVGfaceAngleZs[-bunch_size:]) sigma_AVGfaceAngleZs= np.std(AVGfaceAngleZs[-bunch_size:]) if sigma_AVGfaceAngleZs == 0: sigma_AVGfaceAngleZs = np.std(AVGfaceAngleZs) normalized_blinks = normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs) alert_blink_unrolled = unroll_in_time(normalized_blinks, window_size, stride) # sweep a window over the blinks to chunk alert_labels = 0 * np.ones([len(alert_blink_unrolled), 1]) lenx += len(alert_blink_unrolled) with open(len_file, 'ab') as f_handle: f_handle.write(b'\n') np.savetxt(f_handle,[lenx], delimiter=', ', newline=' ',fmt='%d') if txt_file == 'semisleepy.txt': blinksTXT = path1 + '/' + folder + '/' + txt_file time_open = np.loadtxt(blinksTXT, usecols=0) time_close = np.loadtxt(blinksTXT, usecols=1) max_ear = np.loadtxt(blinksTXT, usecols=2) min_ear = np.loadtxt(blinksTXT, usecols=3) left_max = np.loadtxt(blinksTXT, usecols=4) left_min = np.loadtxt(blinksTXT, usecols=5) right_max = np.loadtxt(blinksTXT, usecols=6) right_min = np.loadtxt(blinksTXT, usecols=7) AVGmouth = np.loadtxt(blinksTXT, usecols=8) AVGfaceAngleXs = np.loadtxt(blinksTXT, usecols=9) AVGfaceAngleYs = np.loadtxt(blinksTXT, usecols=10) AVGfaceAngleZs = np.loadtxt(blinksTXT, usecols=11) num_blinks = len(time_open) normalized_blinks = normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs) semi_blink_unrolled = unroll_in_time(normalized_blinks, window_size, stride) semi_labels = 1 * np.ones([len(semi_blink_unrolled), 1]) lenx += len(semi_blink_unrolled) with open(len_file, 'ab') as f_handle: f_handle.write(b'\n') np.savetxt(f_handle,[lenx], delimiter=', ', newline=' ',fmt='%d') if txt_file == 'sleepy.txt': blinksTXT = path1 + '/' + folder + '/' + txt_file time_open = np.loadtxt(blinksTXT, usecols=0) time_close = np.loadtxt(blinksTXT, usecols=1) max_ear = np.loadtxt(blinksTXT, usecols=2) min_ear = np.loadtxt(blinksTXT, usecols=3) left_max = np.loadtxt(blinksTXT, usecols=4) left_min = np.loadtxt(blinksTXT, usecols=5) right_max = np.loadtxt(blinksTXT, usecols=6) right_min = np.loadtxt(blinksTXT, usecols=7) AVGmouth = np.loadtxt(blinksTXT, usecols=8) AVGfaceAngleXs = np.loadtxt(blinksTXT, usecols=9) AVGfaceAngleYs = np.loadtxt(blinksTXT, usecols=10) AVGfaceAngleZs = np.loadtxt(blinksTXT, usecols=11) num_blinks = len(time_open) normalized_blinks = normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs) sleepy_blink_unrolled = unroll_in_time(normalized_blinks, window_size, stride) sleepy_labels = 2 * np.ones([len(sleepy_blink_unrolled), 1]) lenx += len(sleepy_blink_unrolled) with open(len_file, 'ab') as f_handle: f_handle.write(b'\n') np.savetxt(f_handle,[lenx], delimiter=', ', newline=' ',fmt='%d') tempX = np.concatenate((alert_blink_unrolled, semi_blink_unrolled, sleepy_blink_unrolled), axis=0) tempY = np.concatenate((alert_labels, semi_labels, sleepy_labels), axis=0) if ID > 0: output = np.concatenate((output, tempX), axis=0) labels = np.concatenate((labels, tempY), axis=0) else: output = tempX labels = tempY return output,labels def Preprocess(path1,window_size,stride,test_fold,len_file): #path1 is the address to the folder of all subjects, each subject has three txt files for alert, semisleepy and sleepy levels #window_size decides the length of blink sequence #stride is the step by which the moving windo slides over consecutive blinks to generate the sequences #test_fold is the number of fold that is picked as test and uses the other folds as training #output=[N,T,F] path=path1 folds_list = os.listdir(path1) for f, fold in enumerate(folds_list): print(fold) path1 = path + '/' + fold folder_list = os.listdir(path1) if fold==test_fold: outTest,labelTest=gen(folder_list,window_size,stride,path1,len_file) print("Not this fold ;)") continue for ID,folder in enumerate(folder_list): print("#########\n") print(str(ID)+'-'+ str(folder)+'\n') print("#########\n") files_per_person = os.listdir(path1 + '/' + folder) for txt_file in files_per_person: if txt_file=='alert.txt': blinksTXT = path1 + '/' + folder + '/' + txt_file time_open = np.loadtxt(blinksTXT, usecols=0) time_close = np.loadtxt(blinksTXT, usecols=1) max_ear = np.loadtxt(blinksTXT, usecols=2) min_ear = np.loadtxt(blinksTXT, usecols=3) left_max = np.loadtxt(blinksTXT, usecols=4) left_min = np.loadtxt(blinksTXT, usecols=5) right_max = np.loadtxt(blinksTXT, usecols=6) right_min = np.loadtxt(blinksTXT, usecols=7) AVGmouth = np.loadtxt(blinksTXT, usecols=8) AVGfaceAngleXs = np.loadtxt(blinksTXT, usecols=9) AVGfaceAngleYs = np.loadtxt(blinksTXT, usecols=10) AVGfaceAngleZs = np.loadtxt(blinksTXT, usecols=11) num_blinks = len(time_open) bunch_size = num_blinks // 3 # one third used for baselining remained_size = num_blinks - bunch_size # Using the last bunch_size number of blinks to calculate mean and std u_time_open = np.mean(time_open[-bunch_size:]) sigma_time_open = np.std(time_open[-bunch_size:]) if sigma_time_open == 0: sigma_time_open = np.std(time_open) u_time_close = np.mean(time_close[-bunch_size:]) sigma_time_close = np.std(time_close[-bunch_size:]) if sigma_time_close == 0: sigma_time_close = np.std(time_close) u_max_ear = np.mean(max_ear[-bunch_size:]) sigma_max_ear = np.std(max_ear[-bunch_size:]) if sigma_max_ear == 0: sigma_max_ear = np.std(max_ear) u_min_ear = np.mean(min_ear[-bunch_size:]) sigma_min_ear = np.std(min_ear[-bunch_size:]) if sigma_min_ear == 0: sigma_min_ear = np.std(min_ear) u_left_max = np.mean(left_max[-bunch_size:]) sigma_left_max = np.std(left_max[-bunch_size:]) if sigma_left_max == 0: sigma_left_max = np.std(left_max) u_left_min = np.mean(left_min[-bunch_size:]) sigma_left_min = np.std(left_min[-bunch_size:]) if sigma_left_min == 0: sigma_left_min = np.std(left_min) u_right_max = np.mean(right_max[-bunch_size:]) sigma_right_max = np.std(right_max[-bunch_size:]) if sigma_right_max == 0: sigma_right_max = np.std(right_max) u_right_min = np.mean(right_min[-bunch_size:]) sigma_right_min= np.std(right_min[-bunch_size:]) if sigma_right_min == 0: sigma_right_min = np.std(right_min) u_AVGmouth = np.mean(AVGmouth[-bunch_size:]) sigma_AVGmouth= np.std(AVGmouth[-bunch_size:]) if sigma_AVGmouth == 0: sigma_AVGmouth = np.std(AVGmouth) u_AVGfaceAngleXs = np.mean(AVGfaceAngleXs[-bunch_size:]) sigma_AVGfaceAngleXs= np.std(AVGfaceAngleXs[-bunch_size:]) if sigma_AVGfaceAngleXs == 0: sigma_AVGfaceAngleXs = np.std(AVGfaceAngleXs) u_AVGfaceAngleYs = np.mean(AVGfaceAngleYs[-bunch_size:]) sigma_AVGfaceAngleYs= np.std(AVGfaceAngleYs[-bunch_size:]) if sigma_AVGfaceAngleYs == 0: sigma_AVGfaceAngleYs = np.std(AVGfaceAngleYs) u_AVGfaceAngleZs = np.mean(AVGfaceAngleZs[-bunch_size:]) sigma_AVGfaceAngleZs= np.std(AVGfaceAngleZs[-bunch_size:]) if sigma_AVGfaceAngleZs == 0: sigma_AVGfaceAngleZs = np.std(AVGfaceAngleZs) normalized_blinks = normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs) alert_blink_unrolled=unroll_in_time(normalized_blinks,window_size,stride) # sweep a window over the blinks to chunk alert_labels = 0 * np.ones([len(alert_blink_unrolled), 1]) if txt_file=='semisleepy.txt': blinksTXT = path1 + '/' + folder + '/' + txt_file time_open = np.loadtxt(blinksTXT, usecols=0) time_close = np.loadtxt(blinksTXT, usecols=1) max_ear = np.loadtxt(blinksTXT, usecols=2) min_ear = np.loadtxt(blinksTXT, usecols=3) left_max = np.loadtxt(blinksTXT, usecols=4) left_min = np.loadtxt(blinksTXT, usecols=5) right_max = np.loadtxt(blinksTXT, usecols=6) right_min = np.loadtxt(blinksTXT, usecols=7) AVGmouth = np.loadtxt(blinksTXT, usecols=8) AVGfaceAngleXs = np.loadtxt(blinksTXT, usecols=9) AVGfaceAngleYs = np.loadtxt(blinksTXT, usecols=10) AVGfaceAngleZs = np.loadtxt(blinksTXT, usecols=11) num_blinks = len(time_open) normalized_blinks = normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs) semi_blink_unrolled = unroll_in_time(normalized_blinks, window_size, stride) semi_labels = 1* np.ones([len(semi_blink_unrolled), 1]) if txt_file == 'sleepy.txt': blinksTXT = path1 + '/' + folder + '/' + txt_file time_open = np.loadtxt(blinksTXT, usecols=0) time_close = np.loadtxt(blinksTXT, usecols=1) max_ear = np.loadtxt(blinksTXT, usecols=2) min_ear = np.loadtxt(blinksTXT, usecols=3) left_max = np.loadtxt(blinksTXT, usecols=4) left_min = np.loadtxt(blinksTXT, usecols=5) right_max = np.loadtxt(blinksTXT, usecols=6) right_min = np.loadtxt(blinksTXT, usecols=7) AVGmouth = np.loadtxt(blinksTXT, usecols=8) AVGfaceAngleXs = np.loadtxt(blinksTXT, usecols=9) AVGfaceAngleYs = np.loadtxt(blinksTXT, usecols=10) AVGfaceAngleZs = np.loadtxt(blinksTXT, usecols=11) num_blinks = len(time_open) normalized_blinks = normalize_blinks(num_blinks, time_open, u_time_open, sigma_time_open, time_close, u_time_close, sigma_time_close, left_max, u_left_max, sigma_left_max, left_min, u_left_min, sigma_left_min, right_max, u_right_max, sigma_right_max, right_min, u_right_min, sigma_right_min, AVGmouth, u_AVGmouth, sigma_AVGmouth, AVGfaceAngleXs, u_AVGfaceAngleXs, sigma_AVGfaceAngleXs, AVGfaceAngleYs, u_AVGfaceAngleYs, sigma_AVGfaceAngleYs, AVGfaceAngleZs, u_AVGfaceAngleZs, sigma_AVGfaceAngleZs) sleepy_blink_unrolled = unroll_in_time(normalized_blinks, window_size, stride) sleepy_labels=2*np.ones([len(sleepy_blink_unrolled),1]) tempX=np.concatenate((alert_blink_unrolled,semi_blink_unrolled,sleepy_blink_unrolled),axis=0) tempY = np.concatenate((alert_labels, semi_labels, sleepy_labels), axis=0) if test_fold!="Fold1": start=0 else: start=1 if f !=start or ID>0: output=np.concatenate((output,tempX),axis=0) labels=np.concatenate((labels,tempY),axis=0) else: output=tempX labels=tempY output,labels=unison_shuffled_copies(output,labels) print('We have %d training datapoints!!!' %len(labels)) print('We have %d test datapoints!!!' % len(labelTest)) print('We have in TOTAL %d datapoints!!!' % (len(labelTest)+len(labels))) return output,labels,outTest,labelTest ##$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$ path1='drowsiness_data' stride = 2 for window_size in [1,3]: for i in [1,2,3,4,5]: test_fold = 'Fold'+str(i) Training = './data_preprocess/Blinks_'+str(window_size)+'_'+test_fold+'.npy' LabelsTrain= './data_preprocess/Labels_'+str(window_size)+'_'+test_fold+'.npy' Testing = './data_preprocess/BlinksTest_'+str(window_size)+'_'+test_fold+'.npy' LabelsTest = './data_preprocess/LabelsTest_'+str(window_size)+'_'+test_fold+'.npy' len_file = './data_preprocess/'+str(window_size)+'_'+test_fold+'.txt' ###################################################################### # Preprocess(path,test_fold,duration,stride) blinks,labels,blinksTest,labelTest=Preprocess(path1,window_size,stride,test_fold,len_file) # print (blinks[0]) np.save(open(Training,'wb'),blinks) np.save(open(LabelsTrain, 'wb'),labels) np.save(open(Testing, 'wb'),blinksTest) np.save(open(LabelsTest, 'wb'),labelTest)

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longdo805@gmail.com

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refs/heads/master

2023-01-13T10:56:49.364661

2018-07-09T07:28:16

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# -*- coding: UTF-8 -*- from os import path from django.conf import settings #INV_MODULE = getattr(settings, 'INV_MODULE', 'invoice.pdf') #INV_LOGO = getattr(settings, 'INV_LOGO', path.join(settings.MEDIA_ROOT, 'static/images/journeymantv_logo_header.jpg')) INV_LOGO = getattr(settings, 'INV_LOGO', path.join(settings.STATIC_ROOT, 'images/jman_logo.jpg').replace("\\","/")) #INV_CURRENCY_SYMBOL = getattr(settings, 'INV_CURRENCY_SYMBOL', u'€') #INV_EMAIL_SUBJECT = getattr(settings, 'INV_EMAIL_SUBJECT', u'[%s] Invoice %%(invoice_id)s' % (settings.SITE_NAME)) #C:\Users\timbi\source\repos\JmanOps\JmanOps\app\static\app\images\journeymantv_logo_header.jpg

[ "tim.bish61@gmail.com" ]

tim.bish61@gmail.com

a597a3914ed5e087b0864239edf92aecf61ed3ee

cc0f1c9b6e1f09804561dd1d6a0a7640d93547d6

/personal/filter_whdload_mantis.py

cf25b334ced6d29d96e77e10f1cbc0eb94289b32

[]

no_license

jotd666/amiga68ktools

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b53791f16cc4a5a6661d0dc4a17bcda929819444

refs/heads/master

2023-08-10T12:23:34.641920

2023-08-07T19:56:46

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# This Python file uses the following encoding: utf-8 import csv,os,collections,openpyxl csv_in = os.path.join(os.getenv("USERPROFILE"),"Downloads","JOTD.csv") active_authors = {"Psygore","Wepl","StingRay","CFOU","GalahadFLT","Abaddon"} d = {"retour d'informations":2,"affecté":3, "nouveau":1, "confirmé":5, "suspendu":0} keys = ['Identifiant','Projet','nb bugs','Résumé','Date de soumission','Mis à jour','Statut','Résolution','Assigné à'] width_dict = {'Identifiant':15, 'Projet':30, 'Résumé' : 90} with open(csv_in,encoding="utf-8") as f: b=f.read(1) # skip BOM cr = csv.DictReader(f) cr = list(cr) # now count how many bugs for each game bugcount = collections.Counter(row["Projet"] for row in cr) for row in cr: row['nb bugs'] = bugcount[row["Projet"]] # sort according to date, newest first # if row["Assigné à"] in ["","JOTD"] rows = sorted((row for row in cr if row["Assigné à"] not in active_authors),key=lambda x : (x['Mis à jour'],x["nb bugs"],d.get(x['Statut'],-1)),reverse=True) data = [keys] + [[row[k] for k in keys] for row in rows] ox = openpyxl.Workbook() ws = ox.active for rn,row in enumerate(data,1): ws.append(row) cell = ws['A{}'.format(rn)] cell.hyperlink = "http://mantis.whdload.de/view.php?id={}".format(row[0]) cell.style = "Hyperlink" for i,k in enumerate(keys): w = width_dict.get(k) if w: ws.column_dimensions[chr(65 + i)].width = w maxcolumnletter = openpyxl.utils.get_column_letter(ws.max_column) ws.auto_filter.ref = 'A1:'+maxcolumnletter+str(len(ws['A'])) outname = "K:/whdload_bugs.xlsx" ox.save(outname) os.startfile(outname) # file is downloaded, no need to keep it try: os.remove(csv_in+".old") except OSError: pass os.rename(csv_in,csv_in+".old")

[ "jotd@orange.fr" ]

jotd@orange.fr

f427fdb764bae9f9ee7d6e7a00231d332f4b8d5e

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/jetson_car/scripts/motion_planner/quintic.py

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[]

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kontchenkov/jetson_car

a0288f6f94ff98480353fccb98ffe82290fb6de0

50f0242d9135fbafefc8fe1c77a98a9cfc34e433

refs/heads/master

2022-01-08T18:20:40.790259

2019-05-18T15:17:13

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import numpy as np def calc_coefs(s1, s2, T): A = np.array([[ 0, 0, 0, 0, 0, 1], [ 0, 0, 0, 0, 1, 0], [ 0, 0, 0, 1, 0, 0], [ T**5, T**4, T**3, T**2, T, 1], [ 5*T**4, 4*T**3, 3*T**2, 2*T, 1, 0], [20*T**3, 12*T**2, 6*T, 1, 0, 0]]) B = np.array([s1[0], s1[1], s1[2], s2[0], s2[1], s2[2]]) return np.linalg.solve(A, B) def calc_quintic(coefs, x): return coefs[0]*x**5 + coefs[1]*x**4 + coefs[2]*x**3 + coefs[3]*x**2 + coefs[4]*x + coefs[5] def calc_dquintic(coefs, x): return 5*coefs[0]*x**4 + 4*coefs[1]*x**3 + 3*coefs[2]*x**2 + 2*coefs[3]*x + coefs[4] def calc_ddquintic(coefs, x): return 20*coefs[0]*x**3 + 12*coefs[1]*x**2 + 6*coefs[2]*x + coefs[3] def interpolate(coefs, time): n = len(time) x = np.zeros(n) dx = np.zeros(n) ddx = np.zeros(n) for i, t in enumerate(time): x[i] = calc_quintic(coefs, t) dx[i] = calc_dquintic(coefs, t) ddx[i] = calc_ddquintic(coefs, t) return x, dx, ddx

[ "markovalex95@gmail.com" ]

markovalex95@gmail.com

7eabe48f91e014ea0b88c898557d4b21f62f256b

0ddcfcbfc3faa81c79e320c34c35a972dab86498

/puzzles/maximum_value_of_k_coins_from_piles.py

61093ea2df9249ea3435755ccc5a997eed57f8bd

[]

no_license

IvanWoo/coding-interview-questions

3311da45895ac4f3c394b22530079c79a9215a1c

1312305b199b65a11804a000432ebe28d1fba87e

refs/heads/master

2023-08-09T19:46:28.278111

2023-06-21T01:47:07

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2023-07-20T12:14:38

2018-05-29T14:24:43

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# https://leetcode.com/problems/maximum-value-of-k-coins-from-piles/description/ """ There are n piles of coins on a table. Each pile consists of a positive number of coins of assorted denominations. In one move, you can choose any coin on top of any pile, remove it, and add it to your wallet. Given a list piles, where piles[i] is a list of integers denoting the composition of the ith pile from top to bottom, and a positive integer k, return the maximum total value of coins you can have in your wallet if you choose exactly k coins optimally. Example 1: Input: piles = [[1,100,3],[7,8,9]], k = 2 Output: 101 Explanation: The above diagram shows the different ways we can choose k coins. The maximum total we can obtain is 101. Example 2: Input: piles = [[100],[100],[100],[100],[100],[100],[1,1,1,1,1,1,700]], k = 7 Output: 706 Explanation: The maximum total can be obtained if we choose all coins from the last pile. Constraints: n == piles.length 1 <= n <= 1000 1 <= piles[i][j] <= 105 1 <= k <= sum(piles[i].length) <= 2000 """ def max_value_of_coins(piles: list[list[int]], k: int) -> int: n = len(piles) dp = [[0] * (k + 1) for _ in range(n + 1)] for i in range(1, n + 1): for j in range(1, k + 1): pile_sum = 0 for x in range(len(piles[i - 1])): if j >= x + 1: pile_sum += piles[i - 1][x] dp[i][j] = max(dp[i][j], dp[i - 1][j - x - 1] + pile_sum) dp[i][j] = max(dp[i][j], dp[i - 1][j]) return dp[n][k]

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tyivanwu@gmail.com

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/pro2/pro2/asgi.py

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Parthiv586/TextUtils-Commpleted

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2023-04-05T01:52:57.344777

2021-03-30T08:41:05

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""" ASGI config for pro2 project. It exposes the ASGI callable as a module-level variable named ``application``. For more information on this file, see https://docs.djangoproject.com/en/3.1/howto/deployment/asgi/ """ import os from django.core.asgi import get_asgi_application os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'pro2.settings') application = get_asgi_application()

[ "70954547+Parthiv586@users.noreply.github.com" ]

70954547+Parthiv586@users.noreply.github.com

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/your_project/api.py

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[ "Apache-2.0" ]

permissive

DKilkenny/library_template

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refs/heads/master

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"""Key your_project classes can be imported from here.""" # package from your_project.package.example import Example

[ "keith.g.marsteller@nasa.gov" ]

keith.g.marsteller@nasa.gov

a39c7ff7874061c6046993e0a11fa1f4106e2173

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/bra/sprzedaz.py

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wlodekf/jpk

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2023-07-10T20:15:11.111276

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# -*- coding: utf-8 -*- from __future__ import unicode_literals import csv import re import datetime import decimal import asyncio import websockets import traceback from django.conf import settings from django.db.models import Max, Q from fk.models import Kon, MagDok, MagWiersz, MagNumer from .models import Faktura, Wiersz, ImportSprzedazy su= lambda s: s.strip().upper() if s else s ZERO= decimal.Decimal(0.0) def cp1250_decoder(csv_data): """ Dekodowanie danych z pliku CSV w standardzie Windows. Zastępowane są również podwójne apostrofy bo dekoder je przepuszcza. """ for line in csv_data: line= line.decode('cp1250', errors= 'ignore') line= re.sub('\u201E', '"', line) line= re.sub('\u201D', '"', line) yield line def ustal_delimiter(plik, przynajmniej): """ Ustalenie czy delimiterem w pliku CSV jest średnik czy przecinek. csv.Snifer jakoś nie chce działać. """ delim= ';' for p in cp1250_decoder(plik): if p.count(';') >= przynajmniej and p.count(',') < przynajmniej: delim= ';' break if p.count(',') >= przynajmniej and p.count(';') < przynajmniej: delim= ',' break plik.seek(0) return delim class Postep(): """ Obsługa wysyłania do przeglądarki """ def __init__(self): self.pop= 0 self.connected= False self.stopped= False def loop_stop(self, loop): loop.stop() # def check_server(self, loop, ws_server): # print('Checking server: ', self.connected) # if not self.connected: # self.stopped= True # print(type(ws_server), dir(ws_server)) # ws_server.close() def wykonaj(self, zadanie): print('starting event loop') loop = asyncio.new_event_loop() asyncio.set_event_loop(loop) start_server= websockets.serve(zadanie, '0.0.0.0', 5678) print('trzy', type(start_server)) loop= asyncio.get_event_loop() print('starting server') ws_server= loop.run_until_complete(start_server) print('ws_server', ws_server) # loop.call_later(1.0, self.check_server, loop, a) print('server started') loop.run_forever() print('loop.closing') loop.close() async def show_progress(self, websocket, i, ile): # if not self.stopped: # self.connected= True # else: # return ten= int(i/ile*100) if ten != self.pop: await websocket.send(str(ten)) self.pop= ten def stop_progress(self, websocket): websocket.ws_server.close() websocket.loop.call_later(0.1, self.loop_stop, websocket.loop) class SprzedazImporter(): """ Importer sprzedaży do JPK_FA. Sprzedaż importowana jest z plików CSV w ustalonym formacie. Nagłówki faktur i wiersze zapisane powinny być w osobnych plikach. Po wczytaniu faktury i wiersze (opcjonalne) zapisywane są w tabelach w bazie JPK. Mogą być również przeniesione do rejestru sprzedaży VAT w systemie FK. Importowana sprzedaż może być również wykorzystana do wgrywania do rejestru sprzedaży VAT. """ def __init__(self, firma= None, imp= None): super().__init__() if imp: self.firma= imp.firma.oznaczenie self.imp= imp else: self.firma= firma self.f_pominiete= 0 self.w_pominiete= 0 def sprzedaz_importuj(self, form, request): """ Wczytanie faktur i wierszy z plików CSV i zapisanie w tabelach Faktura i Wiersz. Przy okazji liczone są statystyki - liczby pozycji i sumy kwot na stawki VAT. """ # Utworzenie rekordu z podsumowaniem importu # Na razie tylko informacja o plikach i kto/kiedy self.imp= ImportSprzedazy.objects.create( firma= self.firma, faktury= form.cleaned_data['faktury'], wiersze= form.cleaned_data['wiersze'], kto= request.user.username ) self.imp.nadpisane= 0 # Import faktur i wierszy z wgranych plików z zapisem do bazy self.importuj_faktury(self.imp.faktury) self.importuj_wiersze(self.imp.wiersze) # Zapisanie liczby zaimportowanych faktur i wierszy self.imp.ile_faktur= self.ile_faktur() self.imp.ile_wierszy= self.ile_wierszy() self.imp.save() def importuj_faktury(self, plik): """ Zaimportowanie faktur sprzedaży z pliku CSV zapisanie ich w bazie danych jpk w tablicach tymczasowych. """ self.plik= plik # self.postep= Postep() # self.postep.wykonaj(self._importuj_faktury) # # async def _importuj_faktury(self, websocket, path): self.faktury= [] fak_reader= csv.reader(cp1250_decoder(self.plik), delimiter= ustal_delimiter(self.plik, 24)) header= None self.imp.od_daty= None self.imp.do_daty= None ile= sum(1 for row in fak_reader) self.plik.seek(0) fak_reader= csv.reader(cp1250_decoder(self.plik), delimiter= ustal_delimiter(self.plik, 24)) for i, row in enumerate(fak_reader): # Pominięcie nagłówka if not header: header= '|'.join(row) continue # print('|'.join(row)) # Pominięcie pustego wiersza if not row[0] or not row[1]: self.f_pominiete += 1 continue fak= Faktura.from_csv(row, header) fak.import_sprzedazy= self.imp if not self.imp.od_daty or fak.data_wystawienia < self.imp.od_daty: self.imp.od_daty= fak.data_wystawienia if not self.imp.do_daty or fak.data_wystawienia > self.imp.do_daty: self.imp.do_daty= fak.data_wystawienia self.podsumuj(fak) if Faktura.objects.filter(import_sprzedazy__firma= self.imp.firma, ident= fak.ident).exists(): self.imp.nadpisane += 1 self.przetworz_fak(fak) fak.save() self.faktury.append(fak) # await self.postep.show_progress(websocket, i, ile) # self.postep.stop_progress(websocket) def przetworz_fak(self, fak): """ Dodatkowe przetworzenie faktury. """ if self.firma.oznaczenie == 'printf': # Ustalenie konta sprzedaży na podstawie numeru projektu/zlecenia # zawartego w numerze faktury try: projekt= fak.nr_faktury.split('/')[2] fak.konto_spr= '7011'+projekt+'01' except: pass def importuj_wiersze(self, plik): """ Zaimportowanie wierszy faktur. """ def fak_pozycji(poz_ident, faktury): for fak in faktury: if fak.ident == poz.ident: return fak return None self.wiersze= [] if not plik: return poz_reader= csv.reader(cp1250_decoder(plik), delimiter= ustal_delimiter(plik, 9)) header= None for row in poz_reader: # Pominięcie nagłówka if not header: header= '|'.join(row) continue # Pominięcie pustego wiersza if not row[0] or not row[1]: self.w_pominiete += 1 continue poz= Wiersz.from_csv(row, header) poz.firma= self.firma poz.faktura= fak_pozycji(poz.ident, self.faktury) poz.save() self.wiersze.append(poz) def sprzedaz_akceptuj(self): """ Akceptacja faktur. """ # self.postep= Postep() # self.postep.wykonaj(self._sprzedaz_akceptuj) # # # async def _sprzedaz_akceptuj(self, websocket, path): """ Faktury zostały już wczytane, teraz usuwane są duplikaty, tzn. jeżeli w danym imporcie są faktury, które już były w bazie to te stare są usuwane. """ faktury= Faktura.objects.filter(import_sprzedazy= self.imp) ile= len(faktury) pop= 0 self.imp.nadpisane= 0 for i, fak in enumerate(faktury): # Sprawdzenie czy faktura o podanym ident już istnieje # Jeżeli tak to jest usuwana (a w jej miejsce będzie wstawiona nowa) f= Faktura.objects.filter(Q(import_sprzedazy__firma= self.imp.firma, ident= fak.ident) & ~Q(pk= fak.pk)) if f: f.delete() self.imp.nadpisane += 1 # await self.postep.show_progress(websocket, i, ile) self.imp.save() # self.postep.stop_progress(websocket) def ile_faktur(self): return len(self.faktury) def ile_wierszy(self): return len(self.wiersze) def podsumuj(self, fak): """ Ustalenie liczby faktur z poszczególnymi stawkami oraz sum netto i vat w poszczególnych stawkach. """ i= self.imp if fak.netto_23 or fak.vat_23: i.ile_23 += 1 i.netto_23 += fak.netto_23 i.vat_23 += fak.vat_23 if fak.netto_8 or fak.vat_8: i.ile_8 += 1 i.netto_8 += fak.netto_8 i.vat_8 += fak.vat_8 if fak.netto_5 or fak.vat_5: i.ile_5 += 1 i.netto_5 += fak.netto_5 i.vat_5 += fak.vat_5 if fak.netto_0: i.ile_0 += 1 i.netto_0 += fak.netto_0 if fak.netto_zw: i.ile_zw += 1 i.netto_zw += fak.netto_zw i.naleznosc += fak.naleznosc class SprzedazRejestrVAT(): """ Przenoszenie zaimportowanej sprzedaży do rejestru sprzedaży VAT w systemie FK. """ def __init__(self, imp= None): super().__init__() self.imp= imp self.firma= imp.firma.oznaczenie def do_rejestru(self, form): self.form= form # self.postep= Postep() # self.postep.wykonaj(self._do_rejestru) # # # async def _do_rejestru(self, websocket, path): """ Zapisanie zaimportowanych faktur sprzedaży do rejestru sprzedaży. Być może powinno być tak, że import dotyczy tylko jednego podrejestru VAT i powinien być podawany przy upload (albo przy zapisie do rejestru). """ # Zapamiętanie fakturu zapisu do rejestru sprzedaży self.imp.do_rejestru= True self.imp.rejestr= self.form.cleaned_data['rejestr'] self.imp.konto_kon= re.sub('[- ]', '', self.form.cleaned_data['konto_kon']) self.imp.konto_spr= re.sub('[- ]', '', self.form.cleaned_data['konto_spr']) self.imp.save() miesiac= None numer= None faktury= self.imp.faktura_set.all().order_by('data_wystawienia', 'nr_faktury') ile= len(faktury) for i, f in enumerate(faktury): kon= self.ustal_kon(f) fak= MagDok() fak.nr_dysp= f.id # powiązanie z importem (dane do JPK_FA) fak.stat= 'D' fak.korekta= 'K' if f.korygujaca else 'D' fak.dzial= 'USL' fak.symbol= 'FV' fak.rodz_te= self.imp.rejestr # Ewentualna zmiana rodz_te w rejestrze sprzedaży? # łącznie z przenumerowaniem, ale jak uniknąć dziur? # Ewentualnie w rejestrze importu if not numer: miesiac= (f.data_wystawienia.year % 100)*100 + f.data_wystawienia.month numer= MagNumer.nastepny(dbs= self.imp.firma.oznaczenie, dzial= self.imp.rejestr, symbol= 'FR', korekta= 'D', rok= miesiac) self.imp.od_numeru= numer self.imp.od_daty= f.data_wystawienia else: numer += 1 fak.numer= numer self.imp.do_numeru= numer self.imp.do_daty= f.data_wystawienia fak.kod_wydz= '000' fak.nr_dok= f.nr_faktury fak.data= f.data_wystawienia fak.data_sp= f.data_sprzedazy fak.id_kli= kon # ustalić na podstawie NIP, ewentualnie utworzyć nowego fak.nip= f.nip_nabywcy fak.upust_sp= 0 fak.upust_gt= 0 fak.sp_zapl= 'P' fak.term_zapl= f.termin_platnosci or f.data_wystawienia fak.uwagi= f.uwagi if not fak.uwagi: for w in f.wiersz_set.all().order_by('id'): fak.uwagi= w.nazwa.upper() break fak.wart_det= 0 fak.wart_bru= f.naleznosc fak.zaplata= 0 fak.data_pod= f.data_sprzedazy fak.dni_na_zapl= (fak.term_zapl- fak.data).days fak.zaplacone= 0 # Korekta fak.nr_dow2= f.nr_korygowanej fak.data2= f.data_korygowanej # Zapisanie konta kontrahenta w polu zamów # Automat dekretujący odpowiednio to obsłuży dekretując na to konto # zamiast domyślne fak.zamow= self.imp.konto_kon or f.konto_kon fak.zamow= fak.zamow.strip() if fak.zamow else None fak.save(using= settings.DBS(self.firma)) naleznosc= decimal.Decimal(0) if True: naleznosc += self.wiersz_nag(fak, f, '23', f.netto_23, f.vat_23) naleznosc += self.wiersz_nag(fak, f, ' 8', f.netto_8, f.vat_8) naleznosc += self.wiersz_nag(fak, f, ' 5', f.netto_5, f.vat_5) naleznosc += self.wiersz_nag(fak, f, ' 0', f.netto_0, ZERO) naleznosc += self.wiersz_nag(fak, f, 'ZW', f.netto_zw, ZERO) else: for w in f.wiersz_set.all(): naleznosc += self.wiersz(fak, w) if naleznosc != fak.wart_bru: fak.uwagi= 'NIEZGODNOŚĆ WARTOŚCI POZYCJI I NALEŻNOŚCI {} vs. {}'.format(naleznosc, fak.wart_bru) fak.save() f.fak_id= fak.id f.save(update_fields=['fak_id']) # await self.postep.show_progress(websocket, i, ile) if numer and miesiac: MagNumer.ostatni(dbs= self.imp.firma.oznaczenie, dzial= self.imp.rejestr, symbol= 'FR', korekta= 'D', rok= miesiac, numer= numer+1) self.imp.save() # self.postep.stop_progress(websocket) return numer def wiersz_nag(self, fak, f, stawka, netto, vat): if netto != ZERO or vat != ZERO: wie= MagWiersz() wie.id_dok= fak wie.il_dysp= -1 wie.il_real= -1 wie.cena_real= netto wie.cena_ewid= vat wie.vat= stawka wie.wartosc= netto + vat wie.rodzaj= '01' wie.konto= self.imp.konto_spr or f.konto_spr if self.firma == 'printf': try: wie.konto += (stawka if re.match('[A-Z]+', stawka) else '{:02d}'.format(int(stawka.strip()))) except: traceback.print_exc() wie.konto= wie.konto.strip() if wie.konto else None wie.save(using= settings.DBS(self.firma)) return wie.wartosc else: return ZERO def wiersz(self, fak, w): """ Zapisanie do podanej faktury kolejnego wiersza. """ wie= MagWiersz() wie.id_dok= fak wie.il_dysp= -w.ilosc wie.il_real= -w.ilosc wie.jm= w.jm wie.cena_real= w.netto wie.cena_ewid= w.brutto - w.netto wie.vat= w.stawka wie.wartosc= w.brutto wie.rodzaj= '01' wie.upust= w.upust wie.konto= '732170090123' wie.save(using= settings.DBS(self.firma)) return wie.wartosc def adres_kon(self, adres): m= re.match('(.*)(\d\d\-\d\d\d)(.*)', adres) if m: return m.group(1), m.group(2), m.group(3) return adres[:40], '', adres[40:70] def ustal_kon(self, f): """ Ustalenie kontrahenta na podstawie numeru NIP. """ kon= Kon.objects.using(settings.DBS(self.firma)).filter(id= f.nip_nabywcy) if kon: return kon[0] kon= Kon() # Numer dla zagranicznego nr_kon= Kon.objects.using(settings.DBS(self.firma)).exclude(nr_kon__startswith= 'Z').aggregate(Max('nr_kon')) kon.nr_kon= '{:05d}'.format(int(nr_kon['nr_kon__max'].strip())+1) if '/' in f.nazwa_nabywcy: kon.skrot, kon.nazwa= f.nazwa_nabywcy.split('/') else: kon.nazwa= f.nazwa_nabywcy kon.id= f.nip_nabywcy kon.idtyp= 'NIPUE' if re.match('[A-Z][A-Z]', f.nip_nabywcy) else 'NIP' kon.ulica, kon.kod, kon.miejsc= self.adres_kon(f.adres_nabywcy) kon.kraj= f.nip_nabywcy[:2] if re.match('[A-Z][A-Z]', f.nip_nabywcy) else 'PL' kon.id_obcy= f.id # zapamiętanie skąd się zwiął (faktura) kon.skrot= su(kon.skrot) kon.nazwa= su(kon.nazwa) kon.miejsc= su(kon.miejsc) kon.ulica= su(kon.ulica) kon.kiedy= datetime.date.today() # data utworzenia kon.data_us= kon.kiedy if f.termin_platnosci and f.data_wystawienia: kon.term_zap= (f.termin_platnosci - f.data_wystawienia).days kon.save(using= settings.DBS(self.firma)) return kon

[ "wlodekf@softprodukt.com.pl" ]

wlodekf@softprodukt.com.pl

f6cfbb1b55ec14f10d8504e6f9cfc2d5e037a025

8efe56ee34c455a6b1336897f6d457acbc9c10f9

/examples/tf/trpo_cartpole_batch_sampler.py

0123ededecc2bc226c82064afb576a0c3b154b04

[ "MIT" ]

permissive

neurips2020submission11699/metarl

ab18d11e708bf569d76cb2fab2bcce089badd111

ae4825d21478fa1fd0aa6b116941ea40caa152a5

refs/heads/master

2022-10-15T22:03:09.948673

2020-06-11T19:22:55

2020-06-11T19:30:58

268,410,657

4

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py

#!/usr/bin/env python3 """This is an example to train a task with parallel sampling.""" import click from metarl import wrap_experiment from metarl.envs import MetaRLEnv from metarl.experiment import LocalTFRunner from metarl.experiment.deterministic import set_seed from metarl.np.baselines import LinearFeatureBaseline from metarl.tf.algos import TRPO from metarl.tf.policies import CategoricalMLPPolicy from metarl.tf.samplers import BatchSampler @click.command() @click.option('--batch_size', type=int, default=4000) @click.option('--max_path_length', type=int, default=100) @wrap_experiment def trpo_cartpole_batch_sampler(ctxt=None, seed=1, batch_size=4000, max_path_length=100): """Train TRPO with CartPole-v1 environment. Args: ctxt (metarl.experiment.ExperimentContext): The experiment configuration used by LocalRunner to create the snapshotter. seed (int): Used to seed the random number generator to produce determinism. batch_size (int): Number of timesteps to use in each training step. max_path_length (int): Number of timesteps to truncate paths to. """ set_seed(seed) n_envs = batch_size // max_path_length with LocalTFRunner(ctxt, max_cpus=n_envs) as runner: env = MetaRLEnv(env_name='CartPole-v1') policy = CategoricalMLPPolicy(name='policy', env_spec=env.spec, hidden_sizes=(32, 32)) baseline = LinearFeatureBaseline(env_spec=env.spec) algo = TRPO(env_spec=env.spec, policy=policy, baseline=baseline, max_path_length=max_path_length, discount=0.99, max_kl_step=0.01) runner.setup(algo=algo, env=env, sampler_cls=BatchSampler, sampler_args={'n_envs': n_envs}) runner.train(n_epochs=100, batch_size=4000, plot=False) trpo_cartpole_batch_sampler()

[ "neurips2020submission11699@gmail.com" ]

neurips2020submission11699@gmail.com

5841e9088c2fec8d6e41b56556c20c25cac3d84f

fb9e31653c17a13288f4379072674bf9defb78bb

/hat_motors.py

7a6d59bdc6424e32469b16faeccda2f0a5fc1299

[]

no_license

kflmiami420/ee459drone

81277ee06f1b709cbaedbd3185d3033c5bfb0282

ce7b76ff0ea3915253276b73315bf6d619a64a64

refs/heads/master

2020-07-06T20:05:24.194123

2019-04-22T20:13:10

null

0

null

UTF-8

Python

false

901

py

# necessary libraries import board import busio import adafruit_pca9685 class hatservo: def __init__(self, freq, m1, m2, m3, m4): #Create the I2C bus interface i2c = busio.I2C(board.SCL, board.SDA) #Create a simple PCA9685 class instance hat = adafruit_pca9685.PCA9685(i2c) #set board's pwm frequency (LED tutorial default = 60) hat.frequency = freq #set different channels for different motors self.motor1 = hat.channels[m1] self.motor2 = hat.channels[m2] self.motor3 = hat.channels[m3] self.motor4 = hat.channels[m4] def motorset(self, motor, val): motor.duty_cycle = val def motoroff(self, motor): motor.duty_cycle = 0 def motorinc(self, motor, val): #gradually increase by 1 to value for i in range(val): motor.duty_cycle = i def motordec(self, motor, val): #gradually decrease by 1 to value for i in range(val, 0, -1): motor.duty_cycle = i

[ "luceno@usc.edu" ]

luceno@usc.edu

80335ddd1c35ba9b67973f0ced754c282667f8bf

0b79df2a5f85eeff157db21e1bc7275c1a65baf4

/post/models.py

ed6285b659b5f7761b7f8a50abd43836f304195d

[]

no_license

cabo121/ProyectoU3Docker

a1bfa6aba84b7df0f60d5c50d7df57a89d934ceb

f742ad5aec26b1ca7b6f8ff85821cb1e02408801

refs/heads/master

2023-05-13T17:43:14.475225

2021-05-27T22:52:06

371,522,498

0

null

UTF-8

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py

from django.db import models class electricas (models.Model): nombre = models.CharField(default = "",null=True,max_length = 200) modelo = models.CharField(default = "",null=True,max_length = 200) precio = models.CharField(default = "",null=True,max_length = 200) fecha = models.CharField(default = "",null=True,max_length = 200) marca = models.CharField(default = "",null=True,max_length = 200) def __str__ (self): return self.nombre class manuales (models.Model): nombre = models.CharField(default = "",null=True,max_length = 200) modelo = models.CharField(default = "",null=True,max_length = 200) precio = models.CharField(default = "",null=True,max_length = 200) fecha = models.CharField(default = "",null=True,max_length = 200) marca = models.CharField(default = "",null=True,max_length = 200) def __str__ (self): return self.nombre class neumaticas (models.Model): nombre = models.CharField(default = "",null=True,max_length = 200) modelo = models.CharField(default = "",null=True,max_length = 200) precio = models.CharField(default = "",null=True,max_length = 200) fecha = models.CharField(default = "",null=True,max_length = 200) marca = models.CharField(default = "",null=True,max_length = 200) def __str__ (self): return self.nombre

[ "armandocabo@hotmail.com" ]

armandocabo@hotmail.com

a492c59396a51277e8a8ac4bfa7dcb118fa3644f

92eb06c4b4854fdd04df20c8b2b1b1bc2d22b335

/Practice Exercises/Practice Exercises/Practice Exercise 3_5.py

f1086e5ba43c3154e538ba3d5663f2fca70d4c41

[]

no_license

Dedicationist/TICT-V1-PROG-15

9e34c50b97f7689deecc82d8559a6e30fb1aba4a

a6af86864abb4032b37b4fa37aded44c42f051d6

refs/heads/master

2021-08-08T02:42:39.809822

2017-11-09T11:44:04

103,118,342

0

null

UTF-8

Python

false

111

py

nummers = [2, 3, 7, 8, 10, 22, 32, 45, 47] for nummer in nummers: if nummer %2 == 0: print(nummer)

[ "dedicationists@gmail.com" ]

dedicationists@gmail.com

cdb42972a83af13ed8c7b96770b0a33a56d5d9c3

58f2329acdf5fa0cc8016b359617bdf4ddd98785

/employees/migrations/0001_initial.py

20e7ff6cc4e8e48b088714a88e8e1e1b355fb42f

[]

no_license

hobyfrezk/danni_web

0d3358486fe727b575fa0d27d0e44ac7cb8f6f95

b64cf0f209b009cf9a174fcf15b11a425b7945b8

refs/heads/main

2023-07-08T23:24:45.534180

2021-08-08T00:50:37

303,428,805

0

null

2021-08-08T00:50:37

2020-10-12T15:08:37

Python

UTF-8

Python

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912

py

# Generated by Django 3.1.3 on 2021-06-29 16:07 from django.conf import settings from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): initial = True dependencies = [ migrations.swappable_dependency(settings.AUTH_USER_MODEL), ] operations = [ migrations.CreateModel( name='Employee', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('nickname', models.CharField(max_length=200, null=True)), ('created_at', models.DateTimeField(auto_now_add=True)), ('updated_at', models.DateTimeField(auto_now=True)), ('user', models.OneToOneField(null=True, on_delete=django.db.models.deletion.SET_NULL, to=settings.AUTH_USER_MODEL)), ], ), ]

[ "hobyfrezk@gmail.com" ]

hobyfrezk@gmail.com

080badd7052cd281c96fd89e3ad864bebdde0327

18f00dc116a1ac345c6fbf1cba3c28c0b163abeb

/Minecraft Python Scripts/Motion to TP.py

5dd24bc3bebda7f7d83091f226f521d369f732d3

[]

no_license

MSpaceDev/RandomPythonProjects

576bb16848ca25a1e34d025d918fe44786a23520

dd912c8fd4ce2fa1038065e4e4cb393bd632678a

refs/heads/master

2020-03-27T11:41:05.674911

2018-09-06T01:45:17

146,501,921

0

null

UTF-8

Python

false

281

py

values = open("E:\\User\\Desktop\\selector.txt", "r").read().splitlines() i = -180 for string in values: sel, tp = str.split(string, " ", 1) print("execute {0} ~ ~ ~ summon armor_stand ~ ~ ~ {{Tags:[\"ice_path{1}\",\"ice_path\"],NoGravity:1b}}".format(sel, i)) i += 1

[ "mspacedev1@gmail.com" ]

mspacedev1@gmail.com

3efdb10abb1c9ac9794d849bb1766377862b08e1

ab4563adec691bc86ed2f7a82dea9831e34ad979

/Cape1.py

33d7e250e0632a223b1deec5d0842ed164dec048

[]

no_license

pippenspips/pythoncode

39225a74c386c97429629d7f0379cd96d4b2d453

5e4139f13cd3eee57ceda61c4e4e30e045f5e99c

refs/heads/master

2021-01-23T02:48:05.184254

2015-08-10T05:35:38

39,611,558

0

2

null

UTF-8

Python

false

5,966

py

''' Article is here -- https://pippenspips.wordpress.com/2015/07/28/playing-with-cape-ratios-i/ The data can be pulled from the dropbox link given in the article above Value rankind strategies are covered in here. Cape2.py will have momentum strategies. ''' #import packages import pandas as pd import pandas.io.data import numpy as np import matplotlib.pyplot as plt import statsmodels.api as sm import math from __future__ import division #import data price=pd.read_csv('Pricesfinal.csv',index_col='Date',parse_dates=True) cape=pd.read_csv('SevenYearCapeSame.csv',index_col='Date',parse_dates=True) #generate returns ret=(price-price.shift(1))/price.shift(1) #calculate returns cape=cape.sort_index(axis=1) #sort by column name to alphabetical order price=price.sort_index(axis=1) #do same for prices for moving averages capeshift=cape.tshift(1) #lag cape by one to get signals finalreturns=(ret.sort_index(axis=1)) priceshift=price.shift(1) #Lag prices to generate signals returnshift=finalreturns.shift(1) #lag returns to generate signals #benchmark=stats(finalreturns2)[0] #match lengths finalreturns2=finalreturns.ix[capeshift.index] #match index. This is my returns matrix. Always match indexes and then multiply this matrix with signals. This means that returns always start at 2003-01. finalreturns2=finalreturns2.dropna() capeshift=capeshift.ix[finalreturns2.index] #get stats def returnseries(x): #I will use this to pull the vector of returns monthlyaverage=x.sum(1)/(x!=0).sum(1) #average each month monthlyaverage=monthlyaverage.replace([np.inf,-np.inf], np.nan) #turns inf and -inf to nan monthlyaverage=pd.DataFrame(monthlyaverage) #convert from time series to return(monthlyaverage) #Use to get vector of returns... may have to change NaN to 0's. I will graph this return series in R, because there is no performance analytics package equivalent in python def newstats(x): #I will use this to compare the strategies and search for the optimal strategy monthlyaverage=x.sum(1)/(x!=0).sum(1) #average each month monthlyaverage=monthlyaverage.replace([np.inf,-np.inf], np.nan) #turns inf and -inf to nan columnmeans=monthlyaverage.mean(axis=0,skipna=True) #average of entire months standarddev=monthlyaverage.std(skipna = True) #sd of monthly returns sharpe=math.sqrt(12)*columnmeans/standarddev #compute sharpe ratio cumret=(1+(monthlyaverage)).prod(skipna=True)-1 #compute cumulative returns cmgr=(((1+(monthlyaverage)).prod(skipna=True))**(1/np.count_nonzero(~np.isnan(monthlyaverage))))-1 #compute CMGR df=[sharpe,cumret,cmgr] return(df) matrixcolumns=['SR Strat', 'cumret', 'CMGR'] #the order my function'newstats' will output in #get buy and hold returns monthlyaveragefinalreturns=pd.DataFrame(finalreturns2.mean(1),columns=['Returns']) #Strat 1.. long lowest 5 cape ratios def rankcaperatios(cape1,x): #returns lowest x cape countries. Input cape and x rankedcape=cape1.rank(axis=1) #rank the cape values on the columns onesmatrix=pd.DataFrame(np.ones(rankedcape.shape),index=rankedcape.index,columns=rankedcape.columns) #generate ones matrix rankedcapelow=rankedcape[0:len(rankedcape)]<=x #lowest x values I set to true lowestx=onesmatrix*rankedcapelow #lowest x set to 1. Anything else is 0. In this example x=5 rankedcapehigh=rankedcape[0:len(rankedcape)]>=rankedcape.shape[1]-x #pull out greatest x. In this example x=5 highestx=-onesmatrix*rankedcapehigh #multiply -1's matrix to ranked cape high signals resultslong=lowestx*finalreturns2 #multiply returns to long signals resultsshort=highestx*finalreturns2 #multiply returns to short signals return(resultslong,resultsshort) #return the long side then the short side strat1lowest=pd.DataFrame(np.zeros((9,3)),index=range(1,10),columns=matrixcolumns) #create zeros matrix for longs. The columns will always be 3 strat1lowest.index.name='Lowest Ranks' #label matrix strat1highest=pd.DataFrame(np.zeros((9,3)),index=range(1,10),columns=matrixcolumns) #create zeros matrix for shorts. strat1highest.index.name='Highest Ranks' #label matrix for i in range(1,10): #check for optimization by looping the 10 lowest ranks strat1lowest.ix[i,:]=newstats(rankcaperatios(capeshift,i)[0]) #this output has all of the different possible combinaions for ranks. Anything from 5-9 seems like a good choice for i in range(1,10): #check for optimization by looping the 10 lowest ranks strat1highest.ix[i,:]=newstats(rankcaperatios(capeshift,i)[1]) #Strat 2 long under x short over y def capenumber(cape2,x=15,y=30): #x is for under, y is for over onesmatrix=pd.DataFrame(np.ones(cape2.shape),index=cape2.index,columns=cape2.columns) #generate ones matrix capeunder=cape2[0:len(cape2)]<=x #Go through all the rows. Set capes that are less than x to True, otherwise False. X defaults to 15 underx=capeunder*onesmatrix #multiply by ones matrix to turn True to 1 and False to 0 capeover=cape2[0:len(cape2)]>=y #Go through all the rows. Set capes that are greater than y to True, otherwise False. Y defaults to 30 overy=capeover*-onesmatrix #multiply by negative ones matrix to turn True to -1 and False to 0. (To take negative position against high cape ratios) resultsunder=underx*finalreturns2 #multiply signals by returns resultsover=overy*finalreturns2 #multiply signals by returns return(resultsunder,resultsover,underx,overy) #pull returns for over strategy and under strategy. Also pull signals. Will save time later strat2under=pd.DataFrame(np.zeros((16,3)),index=range(5,21),columns=matrixcolumns) strat2under.index.name='Cape ratios under' #label matrix for i in range(5,21): strat2under.ix[i,:]=newstats(capenumber(capeshift,x=i)[0]) strat2over=pd.DataFrame(np.zeros((6,3)),index=range(30,36),columns=matrixcolumns) strat2over.index.name='Cape ratios over' for i in range(30,36): strat2over.ix[i,:]=newstats(capenumber(capeshift,y=i)[1])

[ "pippenspips@uchicago.edu" ]

pippenspips@uchicago.edu

d6e96b414c7e8f4419cf94dde88c903f31cd6d6a

327dfffcbfd8ba51565ae7a9586ccbae5fd464da

/rank_driver/rnnve_mm_freeze.py

25227c5a6406b409615667ac3665c7c47dbf4db2

[]

no_license

marshimarocj/caption_competition

318c175de31779e6235e7f26237397a6e199ee89

fb9766bdcae919215ee118a5c562856e7bccf553

refs/heads/master

2020-06-26T04:17:52.325381

2019-07-29T21:44:32

199,523,586

1

0

null

UTF-8

Python

false

2,413

py

import argparse import sys import os import datetime import cPickle sys.path.append('../') import numpy as np import rank_model.rnnve_mm_freeze import common def build_parser(): parser = argparse.ArgumentParser(formatter_class=argparse.RawTextHelpFormatter) parser.add_argument('model_cfg_file') parser.add_argument('path_cfg_file') parser.add_argument('--is_train', dest='is_train', type=int, default=True) parser.add_argument('--memory_fraction', dest='memory_fraction', type=float, default=1.0) # only in tst parser.add_argument('--best_epoch', dest='best_epoch', type=int, default=-1) parser.add_argument('--annotation_file', dest='annotation_file') parser.add_argument('--out_name', dest='out_name') parser.add_argument('--ft_files', dest='ft_files') return parser def gen_dir_struct_info(path_cfg_file): path_cfg = rank_model.rnnve_mm_freeze.PathCfg() return common.gen_dir_struct_info(path_cfg, path_cfg_file) def load_and_fill_model_cfg(model_cfg_file, path_cfg): model_cfg = rank_model.rnnve_mm_freeze.ModelConfig() model_cfg.load(model_cfg_file) return model_cfg if __name__ == '__main__': parser = build_parser() opts = parser.parse_args() path_cfg = gen_dir_struct_info(opts.path_cfg_file) model_cfg = load_and_fill_model_cfg(opts.model_cfg_file, path_cfg) m = rank_model.rnnve_mm_freeze.Model(model_cfg) if opts.is_train: trntst = rank_model.rnnve_mm_freeze.TrnTst(model_cfg, path_cfg, m) trn_reader = rank_model.rnnve_mm_freeze.TrnReader( model_cfg.num_neg, path_cfg.trn_ftfiles, path_cfg.trn_annotation_file) val_reader = rank_model.rnnve_mm_freeze.ValReader( path_cfg.val_ftfiles, path_cfg.val_annotation_file, path_cfg.val_label_file) if path_cfg.model_file != '': trntst.train(trn_reader, val_reader, memory_fraction=opts.memory_fraction, resume=True) else: trntst.train(trn_reader, val_reader, memory_fraction=opts.memory_fraction) else: path_cfg.model_file = os.path.join(path_cfg.model_dir, 'epoch-%d'%opts.best_epoch) path_cfg.predict_file = os.path.join(path_cfg.output_dir, 'pred', '%s.npy'%opts.out_name) path_cfg.log_file = None trntst = rank_model.rnnve_mm_freeze.TrnTst(model_cfg, path_cfg, m) tst_reader = rank_model.rnnve_mm_freeze.TstReader(opts.ft_files.split(','), opts.annotation_file) trntst.test(tst_reader, memory_fraction=opts.memory_fraction)

[ "jiac@t470" ]

jiac@t470

269e2848cee7094ae4059f63358cf8cdd1285a6e

cc48b67de4b6d7763c7242a38afdae921e1ee2e2

/archive/marker_dataset.py

6a3b070aa6fd3591a2fb94d1d48f243014224e66

[ "MIT" ]

permissive

anoop-phoenix/minGPT

2650ab325d9d2f68a35c12d00544ddfbd2c2c27f

edc4387b6b8a3217a5bc7dcdd1fa74c851f1b5bc

refs/heads/master

2023-02-09T19:00:27.270367

2020-12-22T13:02:49

null

0

null

UTF-8

Python

false

1,247

py

import random import numpy as np import torch import string import os import torch.nn as nn from torch.nn import functional as F from torch.utils.data import Dataset class MarkerDataset(Dataset): """ Dataset that only trains right or wrong. """ def __init__(self, fname, MD): self.MD = MD self.mem_slots = MD.mem_slots self.dataset = self.MD.prepare_data(fname) # Extract data, source, memory, and target self.ixes = np.array(list(range(len(self.dataset[0])))) def __len__(self): return self.ixes.size def __getitem__(self, idx): xy = [] for i in range(self.mem_slots + 3): xy.append(self.dataset[i][idx]) src, mem, trg = self.MD.create_marker_data(xy) src_mem_trg = self.MD.list2tokens(src + mem + trg) x = self.MD.x2Canvas(src_mem_trg) y = self.MD.y2Canvas(src_mem_trg) y = self.MD.mask_padding(y) x = torch.tensor(x, dtype=torch.long) y = torch.tensor(y, dtype=torch.long) y = self.MD.mask_question_memory(y, len(src + mem + trg) - 2) # we will only train in the output locations. -100 will mask loss to zero return x, y

[ "w@llner.co" ]

w@llner.co

d608e570dff12e916caa5aedf63dda75dd309f92

f175a77c6058e0e6cabc99d2cccc24badf48c489

/base/base.py

4c7a5ad5689714e1532388589812862a8d32fd51

[]

no_license

ckq2018/ck_bnal

eef1a630b7a3dbfcf7cd8d18613f181459723996

5334272e99b235bf72836f1fac8ebe056dfcb25d

refs/heads/master

2020-04-12T02:56:36.188012

2018-12-21T03:32:47

162,258,521

0

null

UTF-8

Python

false

1,768

py

from selenium.webdriver.common.by import By from selenium.webdriver.support.wait import WebDriverWait class Base(): def __init__(self, driver): self.driver = driver # 封装find_element def base_find(self, loc, timeout=30, poll=0.5): return WebDriverWait(self.driver, timeout, poll_frequency=poll).until(lambda x: x.find_element(*loc)) # 封装find_elements def base_find_elements(self, loc, timeout=30, poll=0.5): return WebDriverWait(self.driver, timeout, poll_frequency=poll).until(lambda x: x.find_elements(*loc)) def base_send_keys(self, loc, value): el = self.base_find(loc) el.clear() el.send_keys(value) def base_click(self, loc): self.base_find(loc).click() def base_text(self, loc): return self.base_find(loc).text def base_get_image(self): self.driver.get_screenshot_as_file("./img/fail.png") def base_drag_and_drop(self, el1, el2): self.driver.drag_and_drop(el1, el2) def base_get_toset(self, msg): loc = By.XPATH, "//*[contains(@text, '%s')]" % msg return msg in self.base_find(loc, timeout=5, poll=0.1).text # 根据文本,查找元素 def base_text_get_element(self, text): loc = By.XPATH, "//*[contains(@text,'%s')]" % text return self.base_find(loc, timeout=20, poll=0.1) def base_text_click(self, text): self.base_text_get_element(text).click() # 根据文本,获取一组元素 def base_text_get_elements(self, text): loc = By.XPATH, "//*[contains(@text,'%s')]" % text return self.base_find_elements(loc, timeout=20, poll=0.1) def base_text_click_elements(self, text, num=0): self.base_text_get_elements(text)[num].click()

[ "123@ckq.com" ]

123@ckq.com

84906547b83c68bf3e9273cab4e26b543e04b43f

ffa157221e95aa8925c85fb70a3e30895555312e

/chip_in_cmfs.py

0ab3191c533c877117cb83a726e9b17940f700b2

[]

no_license

TMinchington/network_codes

56e51de5749159378e93201543634d3dde679fb4

6bbf8a4576e7fa493b9099b373b74c479e659711

refs/heads/master

2022-02-06T14:05:20.848003

2022-01-18T14:58:35

236,472,431

0

null

UTF-8

Python

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4,262

py

def check_index(crm_file): from pprint import pprint as pp o_crm = open(crm_file) chr_dic = {} first_line = True chr_count = 0 for line in o_crm: split_line = line.strip().split('\t') start= int(split_line[1]) chr = split_line[0] try: chr_dic[chr].append(start) except KeyError: chr_dic[chr] = [start] for key in chr_dic: prevX = 0 for x in chr_dic[key]: if x < prevX: exit('index inccorect: {} !> {} ()'.format(x, prevX, key)) else: continue # print('\nCHRS: ', chr_count) def get_crm_frame(crm_file): import pandas as pd crm_frame = pd.DataFrame(pd.read_csv(crm_file, header=None, sep='\t')) return crm_frame def find_in_crm(crm_frame, chip_file): import pandas as pd o_chip = open(chip_file) crm_frame = pd.DataFrame(crm_frame) in_count = 0 out_count = 0 for line in o_chip: split_line = line.strip().split('\t') start = split_line[1] stop = split_line[2] middle = int(split_line[6]) chr = split_line[0] chr_sub = crm_frame.loc[crm_frame[0] == chr] middle_sub = chr_sub.loc[(chr_sub[1] < middle) & (chr_sub[2] > middle)] if len(middle_sub) > 0: in_count += 1 else: out_count += 1 def get_crm_dic(crm_file): ocrm = open(crm_file) crm_dic = {} for line in ocrm: split_line = line.strip().split('\t') chr = split_line[0] strt = int(split_line[1]) stp = int(split_line[2]) try: crm_dic[chr][0].append(strt) crm_dic[chr][1].append(stp) except KeyError: crm_dic[chr] = [[strt], [stp]] print(len(crm_dic)) return crm_dic def get_crm_dic_tupled(crm_file): ocrm = open(crm_file) crm_dic = {} for line in ocrm: split_line = line.strip().split('\t') chr = split_line[0] strt = int(split_line[1]) stp = int(split_line[2]) try: crm_dic[chr].append((strt, stp)) except KeyError: crm_dic[chr] = [(strt, stp)] print(len(crm_dic)) return crm_dic def in_crm(start, stop, pos): if start <= pos <= stop: return True else: return False def find_best_start(start_ls, pos): len_start_ls = len(start_ls) if len(start_ls) == 1: return start_ls[0] elif len_start_ls == 2: if start_ls[1][0] < pos: return start_ls[1] elif start_ls[0][0] < pos: return start_ls[0] else: return False mid_pos = int(len_start_ls/2) if start_ls[mid_pos][0] < pos: return find_best_start(start_ls[mid_pos:], pos) else: return find_best_start(start_ls[:mid_pos], pos) def cycle_crms(crm_dic, chip_file): chip = open(chip_file) outfile = open(chip_file.replace('.', '-crm_filtered.'),'w') for line in chip: split_line = line.strip().split('\t') # print(split_line) middle = int(split_line[6]) chr = split_line[0] output = find_best_start(crm_dic[chr], middle) if output: if in_crm(output[0], output[1], middle): # print('in crm', output, line) outfile.write(line) else: # print('removed', line) continue else: # print('removed', line) continue def count_crm_counts(crm): o_crm = open(crm) counter = 0 for line in o_crm: split_line = line.strip().split('\t') # print(split_line) counter += int(split_line[4]) print(counter, end='\r') print(counter) if __name__ == "__main__": import argparse parser = argparse.ArgumentParser() parser.add_argument('CRM_file') parser.add_argument('chip_file') args = parser.parse_args() # check_index(args.CRM_file) # # check_index(args.chip_file) crm_dic = get_crm_dic_tupled(args.CRM_file) # # get_in_crm(crm_dic, args.chip_file) cycle_crms(crm_dic, args.chip_file)

[ "thomas.minchington@manchester.ac.uk" ]

thomas.minchington@manchester.ac.uk

ec5ee589299f8dbc8bcd523e7b26e96896864327

7949f96ee7feeaa163608dbd256b0b76d1b89258

/toontown/safezone/DistributedFindFour.py

c6488b8a595e93b2cc893ff46e000b115dd9aba2

[]

no_license

xxdecryptionxx/ToontownOnline

414619744b4c40588f9a86c8e01cb951ffe53e2d

e6c20e6ce56f2320217f2ddde8f632a63848bd6b

refs/heads/master

2021-01-11T03:08:59.934044

2018-07-27T01:26:21

71,086,644

8

10

null

2018-06-01T00:13:34

2016-10-17T00:39:41

Python

UTF-8

Python

false

38,816

py

# File: t (Python 2.4) from pandac.PandaModules import * from direct.distributed.ClockDelta import * from direct.task.Task import Task from direct.interval.IntervalGlobal import * from TrolleyConstants import * from direct.gui.DirectGui import * from toontown.toonbase import TTLocalizer from direct.distributed import DistributedNode from direct.distributed.ClockDelta import globalClockDelta from ChineseCheckersBoard import ChineseCheckersBoard from direct.fsm import ClassicFSM, State from direct.fsm import StateData from toontown.toonbase.ToontownTimer import ToontownTimer from toontown.toonbase import ToontownGlobals from direct.distributed.ClockDelta import * from otp.otpbase import OTPGlobals from direct.showbase import PythonUtil class DistributedFindFour(DistributedNode.DistributedNode): def __init__(self, cr): NodePath.__init__(self, 'DistributedFindFour') DistributedNode.DistributedNode.__init__(self, cr) self.cr = cr self.reparentTo(render) self.boardNode = loader.loadModel('phase_6/models/golf/findfour_game.bam') self.boardNode.reparentTo(self) self.board = [ [ 0, 0, 0, 0, 0, 0, 0], [ 0, 0, 0, 0, 0, 0, 0], [ 0, 0, 0, 0, 0, 0, 0], [ 0, 0, 0, 0, 0, 0, 0], [ 0, 0, 0, 0, 0, 0, 0], [ 0, 0, 0, 0, 0, 0, 0]] self.exitButton = None self.inGame = False self.waiting = True self.startButton = None self.playerNum = None self.turnText = None self.isMyTurn = False self.wantTimer = True self.leaveButton = None self.screenText = None self.turnText = None self.exitButton = None self.numRandomMoves = 0 self.blinker = Sequence() self.playersTurnBlinker = Sequence() self.yourTurnBlinker = Sequence() self.winningSequence = Sequence() self.moveSequence = Sequence() self.moveList = [] self.mySquares = [] self.playerSeats = None self.moveCol = None self.move = None self.accept('mouse1', self.mouseClick) self.traverser = base.cTrav self.pickerNode = CollisionNode('mouseRay') self.pickerNP = camera.attachNewNode(self.pickerNode) self.pickerNode.setFromCollideMask(BitMask32(4096)) self.pickerRay = CollisionRay() self.pickerNode.addSolid(self.pickerRay) self.myHandler = CollisionHandlerQueue() self.traverser.addCollider(self.pickerNP, self.myHandler) self.buttonModels = loader.loadModel('phase_3.5/models/gui/inventory_gui') self.upButton = self.buttonModels.find('**//InventoryButtonUp') self.downButton = self.buttonModels.find('**/InventoryButtonDown') self.rolloverButton = self.buttonModels.find('**/InventoryButtonRollover') self.clockNode = ToontownTimer() self.clockNode.setPos(1.1599999999999999, 0, -0.82999999999999996) self.clockNode.setScale(0.29999999999999999) self.clockNode.hide() self.tintConstant = Vec4(0.25, 0.25, 0.25, 0) self.ghostConstant = Vec4(0, 0, 0, 0.5) self.knockSound = base.loadSfx('phase_5/audio/sfx/GUI_knock_1.mp3') self.clickSound = base.loadSfx('phase_3/audio/sfx/GUI_balloon_popup.mp3') self.moveSound = base.loadSfx('phase_6/audio/sfx/CC_move.mp3') self.accept('stoppedAsleep', self.handleSleep) ClassicFSM = ClassicFSM State = State import direct.fsm self.fsm = ClassicFSM.ClassicFSM('ChineseCheckers', [ State.State('waitingToBegin', self.enterWaitingToBegin, self.exitWaitingToBegin, [ 'playing', 'gameOver']), State.State('playing', self.enterPlaying, self.exitPlaying, [ 'gameOver']), State.State('gameOver', self.enterGameOver, self.exitGameOver, [ 'waitingToBegin'])], 'waitingToBegin', 'waitingToBegin') startLoc = self.boardNode.find('**/locators') self.locatorList = startLoc.getChildren() self.startingPositions = self.locatorList.pop(0) self.startingPositions = self.startingPositions.getChildren() instancePiece = self.boardNode.find('**/pieces') tempList = [] for x in range(7): self.startingPositions[x].setTag('StartLocator', '%d' % x) collNode = CollisionNode('startpicker%d' % x) collNode.setIntoCollideMask(BitMask32(4096)) tempList.append(self.startingPositions[x].attachNewNode(collNode)) tempList[x].node().addSolid(CollisionTube(0, 0, 0.23000000000000001, 0, 0, -0.23000000000000001, 0.20000000000000001)) for z in self.startingPositions: y = instancePiece.copyTo(z) for val in y.getChildren(): val.hide() tempList = [] for x in range(42): self.locatorList[x].setTag('GamePeiceLocator', '%d' % x) collNode = CollisionNode('startpicker%d' % x) collNode.setIntoCollideMask(BitMask32(4096)) tempList.append(self.locatorList[x].attachNewNode(collNode)) tempList[x].node().addSolid(CollisionSphere(0, 0, 0, 0.20000000000000001)) for z in self.locatorList: y = instancePiece.copyTo(z) for val in y.getChildren(): val.hide() dummyHide = instancePiece.getParent().attachNewNode('DummyHider') instancePiece.reparentTo(dummyHide) dummyHide.hide() def setName(self, name): self.name = name def announceGenerate(self): DistributedNode.DistributedNode.announceGenerate(self) if self.table.fsm.getCurrentState().getName() != 'observing': if base.localAvatar.doId in self.table.tableState: self.seatPos = self.table.tableState.index(base.localAvatar.doId) if self.seatPos <= 2: for x in self.startingPositions: x.setH(0) for x in self.locatorList: x.setH(0) else: for x in self.startingPositions: x.setH(180) for x in self.locatorList: x.setH(180) self.moveCameraForGame() else: self.seatPos = self.table.seatBumpForObserve if self.seatPos > 2: for x in self.startingPositions: x.setH(180) for x in self.locatorList: x.setH(180) self.moveCameraForGame() def handleSleep(self, task = None): if self.fsm.getCurrentState().getName() == 'waitingToBegin': self.exitButtonPushed() if task != None: pass 1 def setTableDoId(self, doId): self.tableDoId = doId self.table = self.cr.doId2do[doId] self.table.setTimerFunc(self.startButtonPushed) self.fsm.enterInitialState() self.table.setGameDoId(self.doId) def disable(self): DistributedNode.DistributedNode.disable(self) if self.leaveButton: self.leaveButton.destroy() self.leavebutton = None if self.screenText: self.screenText.destroy() self.screenText = None if self.turnText: self.turnText.destroy() self.turnText = None self.clockNode.stop() self.clockNode.hide() self.ignore('mouse1') self.ignore('stoppedAsleep') self.fsm = None taskMgr.remove('playerTurnTask') def delete(self): DistributedNode.DistributedNode.delete(self) self.table.gameDoId = None self.table.game = None if self.exitButton: self.exitButton.destroy() if self.startButton: self.startButton.destroy() self.clockNode.stop() self.clockNode.hide() self.table.startButtonPushed = None self.ignore('mouse1') self.ignore('stoppedAsleep') self.fsm = None self.table = None self.winningSequence.finish() taskMgr.remove('playerTurnTask') def getTimer(self): self.sendUpdate('requestTimer', []) def setTimer(self, timerEnd): if self.fsm.getCurrentState() != None and self.fsm.getCurrentState().getName() == 'waitingToBegin' and not (self.table.fsm.getCurrentState().getName() == 'observing'): self.clockNode.stop() time = globalClockDelta.networkToLocalTime(timerEnd) timeLeft = int(time - globalClock.getRealTime()) if timeLeft > 0 and timerEnd != 0: if timeLeft > 60: timeLeft = 60 self.clockNode.setPos(1.1599999999999999, 0, -0.82999999999999996) self.clockNode.countdown(timeLeft, self.startButtonPushed) self.clockNode.show() else: self.clockNode.stop() self.clockNode.hide() def setTurnTimer(self, turnEnd): if self.fsm.getCurrentState() != None and self.fsm.getCurrentState().getName() == 'playing': self.clockNode.stop() time = globalClockDelta.networkToLocalTime(turnEnd) timeLeft = int(time - globalClock.getRealTime()) if timeLeft > 0: self.clockNode.setPos(0.64000000000000001, 0, -0.27000000000000002) self.clockNode.countdown(timeLeft, self.doRandomMove) self.clockNode.show() def gameStart(self, playerNum): if playerNum != 255: self.playerNum = playerNum if self.playerNum == 1: self.playerColorString = 'Red' else: self.playerColorString = 'Yellow' self.moveCameraForGame() self.fsm.request('playing') def sendTurn(self, playersTurn): if self.fsm.getCurrentState().getName() == 'playing': if playersTurn == self.playerNum: self.isMyTurn = True taskMgr.add(self.turnTask, 'playerTurnTask') self.enableTurnScreenText(playersTurn) def illegalMove(self): self.exitButtonPushed() def moveCameraForGame(self): if self.table.cameraBoardTrack.isPlaying(): self.table.cameraBoardTrack.pause() rotation = 0 if self.seatPos <= 2: position = self.table.seats[1].getPos() position = position + Vec3(0, -8, 12.800000000000001) int = LerpPosHprInterval(camera, 2, position, Vec3(0, -38, 0), camera.getPos(), camera.getHpr()) else: position = self.table.seats[4].getPos() position = position + Vec3(0, -8, 12.800000000000001) if camera.getH() < 0: int = LerpPosHprInterval(camera, 2, position, Vec3(-180, -20, 0), camera.getPos(), camera.getHpr()) else: int = LerpPosHprInterval(camera, 2, position, Vec3(180, -20, 0), camera.getPos(), camera.getHpr()) int.start() def enterWaitingToBegin(self): if self.table.fsm.getCurrentState().getName() != 'observing': self.enableExitButton() self.enableStartButton() def exitWaitingToBegin(self): if self.exitButton: self.exitButton.destroy() self.exitButton = None if self.startButton: self.startButton.destroy() self.exitButton = None self.clockNode.stop() self.clockNode.hide() def enterPlaying(self): self.inGame = True self.enableScreenText() if self.table.fsm.getCurrentState().getName() != 'observing': self.enableLeaveButton() def exitPlaying(self): self.inGame = False if self.leaveButton: self.leaveButton.destroy() self.leavebutton = None self.playerNum = None if self.screenText: self.screenText.destroy() self.screenText = None if self.turnText: self.turnText.destroy() self.turnText = None self.clockNode.stop() self.clockNode.hide() def enterGameOver(self): pass def exitGameOver(self): pass def exitWaitCountdown(self): self._DistributedFindFour__disableCollisions() self.ignore('trolleyExitButton') self.clockNode.reset() def enableExitButton(self): self.exitButton = DirectButton(relief = None, text = TTLocalizer.ChineseCheckersGetUpButton, text_fg = (1, 1, 0.65000000000000002, 1), text_pos = (0, -0.23000000000000001), text_scale = 0.80000000000000004, image = (self.upButton, self.downButton, self.rolloverButton), image_color = (1, 0, 0, 1), image_scale = (20, 1, 11), pos = (0.92000000000000004, 0, 0.80000000000000004), scale = 0.14999999999999999, command = lambda self = self: self.exitButtonPushed()) def enableScreenText(self): defaultPos = (-0.69999999999999996, -0.28999999999999998) if self.playerNum == 1: message = 'You are Red' color = Vec4(1, 0, 0, 1) elif self.playerNum == 2: message = 'You are Yellow' color = Vec4(1, 1, 0, 1) else: message = TTLocalizer.CheckersObserver color = Vec4(0, 0, 0, 1) self.screenText = OnscreenText(text = message, pos = defaultPos, scale = 0.10000000000000001, fg = color, align = TextNode.ACenter, mayChange = 1) def enableStartButton(self): self.startButton = DirectButton(relief = None, text = TTLocalizer.ChineseCheckersStartButton, text_fg = (1, 1, 0.65000000000000002, 1), text_pos = (0, -0.23000000000000001), text_scale = 0.59999999999999998, image = (self.upButton, self.downButton, self.rolloverButton), image_color = (1, 0, 0, 1), image_scale = (20, 1, 11), pos = (0.92000000000000004, 0, 0.56999999999999995), scale = 0.14999999999999999, command = lambda self = self: self.startButtonPushed()) def enableLeaveButton(self): self.leaveButton = DirectButton(relief = None, text = TTLocalizer.ChineseCheckersQuitButton, text_fg = (1, 1, 0.65000000000000002, 1), text_pos = (0, -0.13), text_scale = 0.5, image = (self.upButton, self.downButton, self.rolloverButton), image_color = (1, 0, 0, 1), image_scale = (20, 1, 11), pos = (0.92000000000000004, 0, 0.80000000000000004), scale = 0.14999999999999999, command = lambda self = self: self.exitButtonPushed()) def enableTurnScreenText(self, player): playerOrder = [ 1, 4, 2, 5, 3, 6] message1 = TTLocalizer.CheckersIts if self.turnText != None: self.turnText.destroy() if player == self.playerNum: message2 = TTLocalizer.ChineseCheckersYourTurn color = (0, 0, 0, 1) elif player == 1: message2 = "Red's Turn" color = (1, 0, 0, 1) elif player == 2: message2 = "Yellow's Turn" color = (1, 1, 0, 1) self.turnText = OnscreenText(text = message1 + message2, pos = (-0.69999999999999996, -0.39000000000000001), scale = 0.091999999999999998, fg = color, align = TextNode.ACenter, mayChange = 1) def startButtonPushed(self): self.sendUpdate('requestBegin') self.startButton.hide() self.clockNode.stop() self.clockNode.hide() def exitButtonPushed(self): self.fsm.request('gameOver') self.table.fsm.request('off') self.clockNode.stop() self.clockNode.hide() self.table.sendUpdate('requestExit') def mouseClick(self): messenger.send('wakeup') if self.isMyTurn == True and self.inGame == True and not self.moveSequence.isPlaying(): if self.moveCol != None: self.d_requestMove(self.moveCol) self.moveCol = None self.isMyTurn = False taskMgr.remove('playerTurnTask') def handleClicked(self, index): pass def turnTask(self, task): if base.mouseWatcherNode.hasMouse() == False: return task.cont if self.isMyTurn == False: return task.cont if self.moveSequence.isPlaying(): return task.cont mpos = base.mouseWatcherNode.getMouse() self.pickerRay.setFromLens(base.camNode, mpos.getX(), mpos.getY()) self.traverser.traverse(render) if self.myHandler.getNumEntries() > 0: self.myHandler.sortEntries() pickedObj = self.myHandler.getEntry(0).getIntoNodePath() pickedObj = pickedObj.getNetTag('StartLocator') if pickedObj: colVal = int(pickedObj) if colVal == self.moveCol: return task.cont if self.board[0][colVal] == 0: if self.moveCol != None: for x in self.startingPositions[self.moveCol].getChild(1).getChildren(): x.hide() self.moveCol = colVal if self.playerNum == 1: self.startingPositions[self.moveCol].getChild(1).getChild(2).show() elif self.playerNum == 2: self.startingPositions[self.moveCol].getChild(1).getChild(3).show() return task.cont def d_requestMove(self, moveCol): self.sendUpdate('requestMove', [ moveCol]) def setGameState(self, tableState, moveCol, movePos, turn): messenger.send('wakeup') if self.table.fsm.getCurrentState().getName() == 'observing': isBlank = True for x in range(7): if self.board[5][x] != 0: isBlank = False break continue gameBlank = True for x in range(7): if tableState[5][x] != 0: gameBlank = False break continue if isBlank == True and gameBlank == False: for x in range(6): for y in range(7): self.board[x][y] = tableState[x][y] self.updateGameState() return None if moveCol == 0 and movePos == 0 and turn == 0: for x in range(6): for y in range(7): self.board[x][y] = tableState[x][y] self.updateGameState() else: self.animatePeice(tableState, moveCol, movePos, turn) didIWin = self.checkForWin() if didIWin != None: self.sendUpdate('requestWin', [ didIWin]) def updateGameState(self): for x in range(6): for y in range(7): for z in self.locatorList[x * 7 + y].getChild(1).getChildren(): z.hide() for x in range(6): for y in range(7): state = self.board[x][y] if state == 1: self.locatorList[x * 7 + y].getChild(1).getChild(0).show() continue if state == 2: self.locatorList[x * 7 + y].getChild(1).getChild(1).show() continue def checkForWin(self): for x in range(6): for y in range(7): if self.board[x][y] == self.playerNum: if self.checkHorizontal(x, y, self.playerNum) == True: return [ x, y] elif self.checkVertical(x, y, self.playerNum) == True: return [ x, y] elif self.checkDiagonal(x, y, self.playerNum) == True: return [ x, y] self.checkHorizontal(x, y, self.playerNum) == True def announceWinnerPosition(self, x, y, winDirection, playerNum): self.isMyturn = False if self.turnText: self.turnText.hide() self.clockNode.stop() self.clockNode.hide() if winDirection == 0: blinkList = self.findHorizontal(x, y, playerNum) elif winDirection == 1: blinkList = self.findVertical(x, y, playerNum) elif winDirection == 2: blinkList = self.findDiagonal(x, y, playerNum) if blinkList != []: print blinkList val0 = x * 7 + y x = blinkList[0][0] y = blinkList[0][1] val1 = x * 7 + y x = blinkList[1][0] y = blinkList[1][1] val2 = x * 7 + y x = blinkList[2][0] y = blinkList[2][1] val3 = x * 7 + y self.winningSequence = Sequence() downBlinkerParallel = Parallel(LerpColorInterval(self.locatorList[val0], 0.29999999999999999, Vec4(0.5, 0.5, 0.5, 0.5), Vec4(1, 1, 1, 1)), LerpColorInterval(self.locatorList[val1], 0.29999999999999999, Vec4(0.5, 0.5, 0.5, 0.5), Vec4(1, 1, 1, 1)), LerpColorInterval(self.locatorList[val2], 0.29999999999999999, Vec4(0.5, 0.5, 0.5, 0.5), Vec4(1, 1, 1, 1)), LerpColorInterval(self.locatorList[val3], 0.29999999999999999, Vec4(0.5, 0.5, 0.5, 0.5), Vec4(1, 1, 1, 1))) upBlinkerParallel = Parallel(LerpColorInterval(self.locatorList[val0], 0.29999999999999999, Vec4(1, 1, 1, 1), Vec4(0.5, 0.5, 0.5, 0.5)), LerpColorInterval(self.locatorList[val1], 0.29999999999999999, Vec4(1, 1, 1, 1), Vec4(0.5, 0.5, 0.5, 0.5)), LerpColorInterval(self.locatorList[val2], 0.29999999999999999, Vec4(1, 1, 1, 1), Vec4(0.5, 0.5, 0.5, 0.5)), LerpColorInterval(self.locatorList[val3], 0.29999999999999999, Vec4(1, 1, 1, 1), Vec4(0.5, 0.5, 0.5, 0.5))) self.winningSequence.append(downBlinkerParallel) self.winningSequence.append(upBlinkerParallel) self.winningSequence.loop() def tie(self): self.tieSequence = Sequence(autoFinish = 1) self.clockNode.stop() self.clockNode.hide() self.isMyTurn = False self.moveSequence.finish() if self.turnText: self.turnText.hide() for x in range(41): self.tieSequence.append(Parallel(LerpColorInterval(self.locatorList[x], 0.14999999999999999, Vec4(0.5, 0.5, 0.5, 0.5), Vec4(1, 1, 1, 1)), LerpColorInterval(self.locatorList[x], 0.14999999999999999, Vec4(1, 1, 1, 1), Vec4(0.5, 0.5, 0.5, 0.5)))) whisper = WhisperPopup('This Find Four game has resulted in a Tie!', OTPGlobals.getInterfaceFont(), WhisperPopup.WTNormal) whisper.manage(base.marginManager) self.tieSequence.start() def hideChildren(self, nodeList): pass def animatePeice(self, tableState, moveCol, movePos, turn): messenger.send('wakeup') for x in range(6): for y in range(7): self.board[x][y] = tableState[x][y] pos = self.startingPositions[moveCol].getPos() if turn == 0: peice = self.startingPositions[moveCol].getChild(1).getChildren()[2] peice.show() elif turn == 1: peice = self.startingPositions[moveCol].getChild(1).getChildren()[3] peice.show() self.moveSequence = Sequence() startPos = self.startingPositions[moveCol].getPos() arrayLoc = movePos * 7 + moveCol self.moveSequence.append(LerpPosInterval(self.startingPositions[moveCol], 1.5, self.locatorList[arrayLoc].getPos(self), startPos)) self.moveSequence.append(Func(peice.hide)) self.moveSequence.append(Func(self.startingPositions[moveCol].setPos, startPos)) self.moveSequence.append(Func(self.updateGameState)) self.moveSequence.start() def announceWin(self, avId): self.fsm.request('gameOver') def doRandomMove(self): if self.isMyTurn: if self.moveCol != None: self.d_requestMove(self.moveCol) self.moveCol = None self.isMyTurn = False taskMgr.remove('playerTurnTask') else: hasfound = False while hasfound == False: from random import * x = randint(0, 6) if self.board[0][x] == 0: self.d_requestMove(x) self.moveCol = None self.isMyTurn = False taskMgr.remove('playerTurnTask') hasfound = True continue def doNothing(self): pass def checkHorizontal(self, rVal, cVal, playerNum): if cVal == 3: for x in range(1, 4): if self.board[rVal][cVal - x] != playerNum: break if self.board[rVal][cVal - x] == playerNum and x == 3: return True continue for x in range(1, 4): if self.board[rVal][cVal + x] != playerNum: break if self.board[rVal][cVal + x] == playerNum and x == 3: return True continue return False elif cVal == 2: for x in range(1, 4): if self.board[rVal][cVal + x] != playerNum: break if self.board[rVal][cVal + x] == playerNum and x == 3: return True continue return False elif cVal == 4: for x in range(1, 4): if self.board[rVal][cVal - x] != playerNum: break if self.board[rVal][cVal - x] == playerNum and x == 3: return True continue return False else: return False def checkVertical(self, rVal, cVal, playerNum): if rVal == 2: for x in range(1, 4): if self.board[rVal + x][cVal] != playerNum: break if self.board[rVal + x][cVal] == playerNum and x == 3: return True continue return False elif rVal == 3: for x in range(1, 4): if self.board[rVal - x][cVal] != playerNum: break if self.board[rVal - x][cVal] == playerNum and x == 3: return True continue return False else: return False def checkDiagonal(self, rVal, cVal, playerNum): if cVal <= 2: if rVal == 2: for x in range(1, 4): if self.board[rVal + x][cVal + x] != playerNum: break if self.board[rVal + x][cVal + x] == playerNum and x == 3: return True continue return False elif rVal == 3: for x in range(1, 4): if self.board[rVal - x][cVal + x] != playerNum: break if self.board[rVal - x][cVal + x] == playerNum and x == 3: return True continue return False elif cVal >= 4: if rVal == 2: for x in range(1, 4): if self.board[rVal + x][cVal - x] != playerNum: break if self.board[rVal + x][cVal - x] == playerNum and x == 3: return True continue return False elif rVal == 3: for x in range(1, 4): if self.board[rVal - x][cVal - x] != playerNum: break if self.board[rVal - x][cVal - x] == playerNum and x == 3: return True continue return False elif rVal == 3 and rVal == 4 or rVal == 5: for x in range(1, 4): if self.board[rVal - x][cVal - x] != playerNum: break if self.board[rVal - x][cVal - x] == playerNum and x == 3: return True continue for x in range(1, 4): if self.board[rVal - x][cVal - x] != playerNum: break if self.board[rVal - x][cVal - x] == playerNum and x == 3: return True continue return False elif rVal == 0 and rVal == 1 or rVal == 2: for x in range(1, 4): if self.board[rVal + x][cVal - x] != playerNum: break if self.board[rVal + x][cVal - x] == playerNum and x == 3: return True continue for x in range(1, 4): if self.board[rVal + x][cVal + x] != playerNum: break if self.board[rVal + x][cVal + x] == playerNum and x == 3: return True continue return False return False def findHorizontal(self, rVal, cVal, playerNum): if cVal == 3: retList = [] for x in range(1, 4): retList.append([ rVal, cVal - x]) if self.board[rVal][cVal - x] != playerNum: retList = [] break if self.board[rVal][cVal - x] == playerNum and x == 3: return retList continue for x in range(1, 4): retList.append([ rVal, cVal + x]) if self.board[rVal][cVal + x] != playerNum: retList = [] break if self.board[rVal][cVal + x] == playerNum and x == 3: return retList continue return [] elif cVal == 2: retList = [] for x in range(1, 4): retList.append([ rVal, cVal + x]) if self.board[rVal][cVal + x] != playerNum: retList = [] break if self.board[rVal][cVal + x] == playerNum and x == 3: return retList continue return [] elif cVal == 4: retList = [] for x in range(1, 4): retList.append([ rVal, cVal - x]) if self.board[rVal][cVal - x] != playerNum: retList = [] break if self.board[rVal][cVal - x] == playerNum and x == 3: return retList continue return [] else: return [] def findVertical(self, rVal, cVal, playerNum): if rVal == 2: retList = [] for x in range(1, 4): retList.append([ rVal + x, cVal]) if self.board[rVal + x][cVal] != playerNum: retList = [] break if self.board[rVal + x][cVal] == playerNum and x == 3: return retList continue return [] elif rVal == 3: retList = [] for x in range(1, 4): retList.append([ rVal - x, cVal]) if self.board[rVal - x][cVal] != playerNum: retList = [] break if self.board[rVal - x][cVal] == playerNum and x == 3: return retList continue return [] else: return [] def findDiagonal(self, rVal, cVal, playerNum): retList = [] if cVal <= 2: if rVal == 2: for x in range(1, 4): retList.append([ rVal + x, cVal + x]) if self.board[rVal + x][cVal + x] != playerNum: retList = [] break if self.board[rVal + x][cVal + x] == playerNum and x == 3: return retList continue return [] elif rVal == 3: for x in range(1, 4): retList.append([ rVal - x, cVal + x]) if self.board[rVal - x][cVal + x] != playerNum: retList = [] break if self.board[rVal - x][cVal + x] == playerNum and x == 3: return retList continue return [] elif cVal >= 4: if rVal == 2: for x in range(1, 4): retList.append([ rVal + x, cVal - x]) if self.board[rVal + x][cVal - x] != playerNum: retList = [] break if self.board[rVal + x][cVal - x] == playerNum and x == 3: return retList continue return [] elif rVal == 3: for x in range(1, 4): retList.append([ rVal - x, cVal - x]) if self.board[rVal - x][cVal - x] != playerNum: retList = [] break if self.board[rVal - x][cVal - x] == playerNum and x == 3: return retList continue return [] elif rVal == 3 and rVal == 4 or rVal == 5: for x in range(1, 4): retList.append([ rVal - x, cVal - x]) if self.board[rVal - x][cVal - x] != playerNum: retList = [] break if self.board[rVal - x][cVal - x] == playerNum and x == 3: return retList continue for x in range(1, 4): retList.append([ rVal + x, cVal - x]) if self.board[rVal + x][cVal - x] != playerNum: retList = [] break if self.board[rVal + x][cVal - x] == playerNum and x == 3: return retList continue return [] elif rVal == 0 and rVal == 1 or rVal == 2: for x in range(1, 4): retList.append([ rVal + x, cVal - x]) if self.board[rVal + x][cVal - x] != playerNum: retList = [] break if self.board[rVal + x][cVal - x] == playerNum and x == 3: return retList continue for x in range(1, 4): retList.append([ rVal + x, cVal + x]) if self.board[rVal + x][cVal + x] != playerNum: retList = [] break if self.board[rVal + x][cVal + x] == playerNum and x == 3: return retList continue return [] return []

[ "fr1tzanatore@aol.com" ]

fr1tzanatore@aol.com

48e9566b0a94d4a772647e44ace2b1b174d92e86

4a4acfd145e75ba14b556ff4f4c24c6a36a7ecaf

/pool_simulation.py

2b2cedc76f461ea4a8a14f3627ac6b06a4dcd183

[]

no_license

Wanogon/COVID-19-Project

d1269079ca03428a4a2f06ae6b856d3ed3c4c1c6

66226a71f0f4bc60cc2dc8be8a7a8a9c472a64a0

refs/heads/main

2023-01-06T12:43:40.993077

2020-11-01T03:22:16

308,847,479

2

0

null

UTF-8

Python

false

3,764

py

#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Mon Oct 19 18:03:38 2020 @author: ryx """ #from closed_form_A2_approximate_10 import * import matplotlib.pyplot as plt import numpy as np from scipy.stats import norm from scipy.stats import binom import random import time import math gamma_matrix = np.load('F_N_d_round.npy') eta_matrix = np.load('Eta_N_d_round.npy') psi_matrix = np.load('Psi_N_d_round.npy') theta_matrix = np.load('Theta_N_d_round.npy') def gamma(n,d,q=0.001): if d > 10: return 0 if d == 0: return 1 - q return gamma_matrix[n-1,d-1] def eta(n,d): if d > 10: return gamma(1,1) return eta_matrix[n-1,d-1] def psi(n,d1,d2): if d1 > 9 or d1 > 9: return gamma(1,1) if d1 > d2: return psi_matrix[n-1,d1-1,d2-1] return psi_matrix[n-1,d2-1,d1-1] def theta(n,d1,d2): if d1 > 9 or d1 > 9: return 1 if d1 > d2: return theta_matrix[n-1,d1-1,d2-1] return theta_matrix[n-1,d2-1,d1-1] def single_square_array(n, A, fpr): # A is a single square array of n * n with entry 1 if swab infected, 0 otherwise A = A.reshape(n,n) # total infected # D = np.sum(A) q, rq, wq, nq = [], [], [], [] test_time = 2*n for i in range(n): d_row = int(sum(A[i,:])) for j in range(n): d_col = int(sum(A[:,j])) if A[i,j] == 1: U = np.random.uniform(0,1) # with probability 1-theta(n,d_row,d_col) test negative if U > theta(n,d_row,d_col): nq.append([i,j]) # with probability psi(n,d_row,d_col) pool test positive and individual test negative elif U <= psi(n,d_row,d_col): test_time += 1 nq.append([i,j]) # if neither of the above two cases, this infected will be successfully detected. else: test_time += 1 q.append([i,j]) rq.append([i,j]) if A[i,j] == 0: U = np.random.uniform(0,1) # with probability 1-gamma(n,d_row) row test positive # with probability 1-gamma(n,d_col) col test positive # with probability (1-gamma(n,d_row))*(1-gamma(n,d_col)) pool test positive if U < (1-gamma(n,d_row))*(1-gamma(n,d_col)): test_time += 1 V = np.random.uniform(0,1) if V < fpr: q.append([i,j]) wq.append([i,j]) return (q, rq, wq, nq, test_time) def single_linear_array(n, A, fpr): # A is a single linear array of n with entry 1 if swab infected, 0 otherwise #A = A.reshape(1,n) # total infected # D = np.sum(A) q, rq, wq, nq = [], [], [], [] test_time = 1 d = int(sum(A)) for i in range(n): if A[i] == 1: U = np.random.uniform(0,1) # with probability gamma(n,d) test negative if U > 1-gamma(n,d): nq.append(i) # with probability psi(n,d_row,d_col) pool test positive and individual test negative elif U <= eta(n,d): test_time += 1 nq.append(i) else: test_time += 1 q.append(i) rq.append(i) if A[i] == 0: U = np.random.uniform(0,1) # with probability 1-gamma(n,d) pool test positive if U < (1-gamma(n,d)): test_time += 1 V = np.random.uniform(0,1) if V < fpr: q.append(i) wq.append(i) return (q, rq, wq, nq, test_time)

[ "noreply@github.com" ]

Wanogon.noreply@github.com

13320bfde7dfeaaaf2d876e3253f46ad2a2b4952

7768232ad03b8c6f18e9764aee85253bbdc03eaa

/snacks/tests.py

e1387af5d110e9c390d65c09b7d78d09c53b4b3f

[]

no_license

daveeS987/snacks_crud

6779a8b7d0066e4bc2edcc98fe40c2991e91262a

c62e65749cd2cfd4d76ecfb86cfffaf0c00a00ed

refs/heads/main

2023-07-14T23:26:53.008321

2021-08-28T21:30:24

400,875,480

0

null

2021-08-28T21:30:25

2021-08-28T19:35:14

Python

UTF-8

Python

false

2,427

py

from django.contrib.auth.models import User from django.test import TestCase from django.urls import reverse from .models import Snack class SnackTests(TestCase): def setUp(self): self.user = User.objects.create_user(username="tester", email="tester@email.com", password="pass") self.new_snack = Snack.objects.create( name="Cheetos", description="cheetos description", purchaser=self.user, ) def test_string_representation(self): self.assertEqual(str(self.new_snack), "Cheetos") def test_new_snack_content(self): self.assertEqual(f"{self.new_snack.name}", "Cheetos") self.assertEqual(f"{self.new_snack.purchaser}", "tester") self.assertEqual(f"{self.new_snack.description}", "cheetos description") def test_snack_list_view(self): response = self.client.get(reverse("snack_list")) self.assertEqual(response.status_code, 200) self.assertContains(response, "Cheetos") self.assertTemplateUsed(response, "snacks/base.html") self.assertTemplateUsed(response, "snacks/snack_list.html") def test_snack_detail_view(self): response = self.client.get(reverse("snack_detail", args="1")) no_response = self.client.get("/100000/") self.assertEqual(response.status_code, 200) self.assertEqual(no_response.status_code, 404) self.assertContains(response, "Purchaser: tester") self.assertTemplateUsed(response, "snacks/base.html") self.assertTemplateUsed(response, "snacks/snack_detail.html") def test_snack_create_view(self): response = self.client.post( reverse("snack_create"), { "name": "Doritos", "description": "doritos description", "purchaser": self.user.id, }, follow=True, ) self.assertRedirects(response, reverse("snack_list")) def test_snack_update_view_redirect(self): response = self.client.post( reverse("snack_update", args="1"), {"name": "Updated name", "description": "new description", "purchaser": self.user.id}, ) self.assertRedirects(response, reverse("snack_list")) def test_snack_delete_view(self): response = self.client.get(reverse("snack_delete", args="1")) self.assertEqual(response.status_code, 200)

[ "daveesok@gmail.com" ]

daveesok@gmail.com

573a8f45b550d34a187ca890d83ceaaa074f9d9a

bca03dfa87e95bdf90fc7c9d52d68570cdb85ca4

/H27.Вывод.py

bedc13c7e8029f9d8ee036821d9d81c8a4e9ce8c

[]

no_license

MinusD/maximum

774cf78bab7b8f6cd75ee32fbddb59b73bea4d8e

a6882ee425aaebc42cda876606d89c74364de951

refs/heads/master

2023-06-04T07:59:21.898847

2021-06-22T10:05:01

378,650,441

1

0

null

UTF-8

Python

false

174

py

for i in range(1000): x = i l = 0 m = 0 while x>0: m+=1 if x%2 !=0: l+=1 x//=2 if l == 4 and m == 7: print(i)

[ "50549999+MinusD@users.noreply.github.com" ]

50549999+MinusD@users.noreply.github.com

5477dcd8e308ebb2b6dc85d43bc6177fb264a20c

04b1803adb6653ecb7cb827c4f4aa616afacf629

/third_party/blink/web_tests/external/wpt/tools/wptrunner/wptrunner/wptmanifest/backends/conditional.py

5719a859fa4bc7e4ab4d1e9329ca74b2af6666f7

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import operator from ..node import NodeVisitor, DataNode, ConditionalNode, KeyValueNode, ListNode, ValueNode from ..parser import parse class ConditionalValue(object): def __init__(self, node, condition_func): self.node = node self.condition_func = condition_func if isinstance(node, ConditionalNode): assert len(node.children) == 2 self.condition_node = self.node.children[0] self.value_node = self.node.children[1] else: assert isinstance(node, (ValueNode, ListNode)) self.condition_node = None self.value_node = self.node @property def value(self): if isinstance(self.value_node, ValueNode): return self.value_node.data else: return [item.data for item in self.value_node.children] @value.setter def value(self, value): if isinstance(self.value_node, ValueNode): self.value_node.data = value else: assert(isinstance(self.value_node, ListNode)) while self.value_node.children: self.value_node.children[0].remove() assert len(self.value_node.children) == 0 for list_value in value: self.value_node.append(ValueNode(list_value)) def __call__(self, run_info): return self.condition_func(run_info) def set_value(self, value): if type(value) not in (str, unicode): value = unicode(value) self.value = value def value_as(self, type_func): """Get value and convert to a given type. This is unfortunate, but we don't currently have a good way to specify that specific properties should have their data returned as specific types""" value = self.value if type_func is not None: value = type_func(value) return value def remove(self): if len(self.node.parent.children) == 1: self.node.parent.remove() self.node.remove() class Compiler(NodeVisitor): def compile(self, tree, data_cls_getter=None, **kwargs): """Compile a raw AST into a form where conditional expressions are represented by ConditionalValue objects that can be evaluated at runtime. tree - The root node of the wptmanifest AST to compile data_cls_getter - A function taking two parameters; the previous output node and the current ast node and returning the class of the output node to use for the current ast node """ if data_cls_getter is None: self.data_cls_getter = lambda x, y: ManifestItem else: self.data_cls_getter = data_cls_getter self.tree = tree self.output_node = self._initial_output_node(tree, **kwargs) self.visit(tree) if hasattr(self.output_node, "set_defaults"): self.output_node.set_defaults() assert self.output_node is not None return self.output_node def compile_condition(self, condition): """Compile a ConditionalNode into a ConditionalValue. condition: A ConditionalNode""" data_node = DataNode() key_value_node = KeyValueNode() key_value_node.append(condition.copy()) data_node.append(key_value_node) manifest_item = self.compile(data_node) return manifest_item._data[None][0] def _initial_output_node(self, node, **kwargs): return self.data_cls_getter(None, None)(node, **kwargs) def visit_DataNode(self, node): if node != self.tree: output_parent = self.output_node self.output_node = self.data_cls_getter(self.output_node, node)(node) else: output_parent = None assert self.output_node is not None for child in node.children: self.visit(child) if output_parent is not None: # Append to the parent *after* processing all the node data output_parent.append(self.output_node) self.output_node = self.output_node.parent assert self.output_node is not None def visit_KeyValueNode(self, node): key_values = [] for child in node.children: condition, value = self.visit(child) key_values.append(ConditionalValue(child, condition)) self.output_node._add_key_value(node, key_values) def visit_ListNode(self, node): return (lambda x:True, [self.visit(child) for child in node.children]) def visit_ValueNode(self, node): return (lambda x: True, node.data) def visit_AtomNode(self, node): return (lambda x: True, node.data) def visit_ConditionalNode(self, node): return self.visit(node.children[0]), self.visit(node.children[1]) def visit_StringNode(self, node): indexes = [self.visit(child) for child in node.children] def value(x): rv = node.data for index in indexes: rv = rv[index(x)] return rv return value def visit_NumberNode(self, node): if "." in node.data: return lambda x: float(node.data) else: return lambda x: int(node.data) def visit_VariableNode(self, node): indexes = [self.visit(child) for child in node.children] def value(x): data = x[node.data] for index in indexes: data = data[index(x)] return data return value def visit_IndexNode(self, node): assert len(node.children) == 1 return self.visit(node.children[0]) def visit_UnaryExpressionNode(self, node): assert len(node.children) == 2 operator = self.visit(node.children[0]) operand = self.visit(node.children[1]) return lambda x: operator(operand(x)) def visit_BinaryExpressionNode(self, node): assert len(node.children) == 3 operator = self.visit(node.children[0]) operand_0 = self.visit(node.children[1]) operand_1 = self.visit(node.children[2]) assert operand_0 is not None assert operand_1 is not None return lambda x: operator(operand_0(x), operand_1(x)) def visit_UnaryOperatorNode(self, node): return {"not": operator.not_}[node.data] def visit_BinaryOperatorNode(self, node): return {"and": operator.and_, "or": operator.or_, "==": operator.eq, "!=": operator.ne}[node.data] class ManifestItem(object): def __init__(self, node=None, **kwargs): self.node = node self.parent = None self.children = [] self._data = {} def __repr__(self): return "<conditional.ManifestItem %s>" % (self.node.data) def __str__(self): rv = [repr(self)] for item in self.children: rv.extend(" %s" % line for line in str(item).split("\n")) return "\n".join(rv) def __contains__(self, key): return key in self._data @property def is_empty(self): if self._data: return False return all(child.is_empty for child in self.children) @property def root(self): node = self while node.parent is not None: node = node.parent return node @property def name(self): return self.node.data def has_key(self, key): for node in [self, self.root]: if key in node._data: return True return False def get(self, key, run_info=None): if run_info is None: run_info = {} for node in [self, self.root]: if key in node._data: for cond_value in node._data[key]: try: matches = cond_value(run_info) except KeyError: matches = False if matches: return cond_value.value raise KeyError def set(self, key, value, condition=None): # First try to update the existing value if key in self._data: cond_values = self._data[key] for cond_value in cond_values: if cond_value.condition_node == condition: cond_value.value = value return # If there isn't a conditional match reuse the existing KeyValueNode as the # parent node = None for child in self.node.children: if child.data == key: node = child break assert node is not None else: node = KeyValueNode(key) self.node.append(node) if isinstance(value, list): value_node = ListNode() for item in value: value_node.append(ValueNode(unicode(item))) else: value_node = ValueNode(unicode(value)) if condition is not None: conditional_node = ConditionalNode() conditional_node.append(condition) conditional_node.append(value_node) node.append(conditional_node) cond_value = Compiler().compile_condition(conditional_node) else: node.append(value_node) cond_value = ConditionalValue(value_node, lambda x: True) # Update the cache of child values. This is pretty annoying and maybe # it should just work directly on the tree if key not in self._data: self._data[key] = [] if self._data[key] and self._data[key][-1].condition_node is None: self._data[key].insert(len(self._data[key]) - 1, cond_value) else: self._data[key].append(cond_value) def _add_key_value(self, node, values): """Called during construction to set a key-value node""" self._data[node.data] = values def append(self, child): self.children.append(child) child.parent = self if child.node.parent != self.node: self.node.append(child.node) return child def remove(self): if self.parent: self.parent._remove_child(self) def _remove_child(self, child): self.children.remove(child) child.parent = None def iterchildren(self, name=None): for item in self.children: if item.name == name or name is None: yield item def _flatten(self): rv = {} for node in [self, self.root]: for name, value in node._data.iteritems(): if name not in rv: rv[name] = value return rv def iteritems(self): for item in self._flatten().iteritems(): yield item def iterkeys(self): for item in self._flatten().iterkeys(): yield item def remove_value(self, key, value): if key not in self._data: return try: self._data[key].remove(value) except ValueError: return if not self._data[key]: del self._data[key] value.remove() def compile_ast(ast, data_cls_getter=None, **kwargs): return Compiler().compile(ast, data_cls_getter=data_cls_getter, **kwargs) def compile(stream, data_cls_getter=None, **kwargs): return compile_ast(parse(stream), data_cls_getter=data_cls_getter, **kwargs)

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sunny.nam@samsung.com

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/(06) 기본기 - String/08) 8958 OX퀴즈/김도연.py

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UJHa/Codeit-Study

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N = int(input()) for i in range(N): a = input() score = 0 sum1 = 0 for j in a: if j == 'O': score += 1 else: score = 0 sum1 += score print(sum1)

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UJHa.noreply@github.com

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permissive

eduardodut/Trabalho_final_estatistica_cd

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refs/heads/master

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import pandas as pd import numpy as np from Matriz_esferica import Matriz_esferica from Individuo import Individuo import random from itertools import permutations class Simulador(): def __init__( self, tamanho_matriz, #numero de linhas e colunas da matriz esférica percentual_inicial_tipo1, #percentual inicial da população que será infectada tipo 1 percentual_inicial_tipo2, #percentual inicial da população que será infectada tipo 2 chance_infeccao, #chance que um infectado tipo 2 tem de infectar um indivíduo saudável chance_infeccao_tipo2, #chance de um indivíduo infectado se tornar contagioso chance_morte, #chance de um indivíduo tipo 2 morrer ao fim de uma atualização atualizacoes_cura): #número de atualizações necessárias para a cura de um indivíduo tipo 1 ou 2 self.num_atualizacoes = 0 self.individuos_infectados_tipo_2 = [] self.individuos_infectados_tipo_1 = [] self.individuos_infectados_curados = [] self.individuos_infectados_mortos = [] self.matriz_individuos = np.zeros([tamanho_matriz,tamanho_matriz]) self.fabrica_individuo = Fabrica_individuo( chance_infeccao, chance_infeccao_tipo2, chance_morte, atualizacoes_cura) #objeto que é responsável por validar a movimentação no grid n x n self.matriz_esferica = Matriz_esferica(tamanho_matriz) self.populacao_inicial = int(tamanho_matriz**2) self.num_inicial_tipo2 = int(self.populacao_inicial * percentual_inicial_tipo2) self.num_inicial_tipo1 = int(self.populacao_inicial * percentual_inicial_tipo1) self.num_inicial_sadios = self.populacao_inicial - (self.num_inicial_tipo2 + self.num_inicial_tipo1) dict = { 'num_sadios':self.num_inicial_sadios, 'num_infect_t1':self.num_inicial_tipo1, 'num_infect_t2':self.num_inicial_tipo2, 'num_curados':0, 'num_mortos':0} #dataframe que guardará os resultados de cada atualização self.dataframe = pd.DataFrame(dict, index = [0]) self.popular(tamanho_matriz) def popular(self, tamanho_matriz): #lista de possíveis combinações de índices da matriz de dados permutacoes = permutations(list(range(tamanho_matriz)),2) lista_indices = list(permutacoes) random.shuffle(lista_indices) #cria o primeiro tipo1: self.indices_infectados_tipo_1.append(lista_indices[0]) indiv = self.fabrica_individuo.criar_individuo(Individuo.INFECTADO_TIPO_1,(lista_indices[0][0], lista_indices[0][1]) self.individuos_infectados_tipo_1.append(indiv) #cria o restante dos tipos 1 for i in range(1,self.num_inicial_tipo1): pass self.matriz_individuos[lista_indices[0][0], lista_indices[0][1]] = ) #cria o restante dos tipo 2: for indice in lista_indices[1:self.num_inicial_tipo2-2]: print(indice) #cria os tipo1: #cria a população saudável: for i in lista_indices[0:]: print(i) class Fabrica_individuo(): def __init__( self, chance_infeccao, #chance que um infectado tipo 2 tem de infectar um indivíduo saudável chance_infeccao_tipo2, #chance de um indivíduo infectado se tornar contagioso chance_morte, #chance de um indivíduo tipo 2 morrer ao fim de uma atualização atualizacoes_cura): #número de atualizações necessárias para a cura de um indivíduo tipo 1 ou 2 self.chance_infeccao = chance_infeccao self.chance_infeccao_tipo2 = chance_infeccao_tipo2 self.chance_morte = chance_morte self.atualizacoes_cura = atualizacoes_cura def criar_individuo(self, status_inicial, posicao): return Individuo( status_inicial, self.chance_infeccao, self.chance_infeccao_tipo2, self.chance_morte, self.atualizacoes_cura, posicao) chance_infeccao = 0.3 chance_infeccao_tipo2 = 0.2 chance_morte = 0.2 atualizacoes_cura = 10 percentual_inicial_tipo1 = 0.05 percentual_inicial_tipo2 = 0.01 sim = Simulador( 1000, 1, percentual_inicial_tipo1, percentual_inicial_tipo2, chance_infeccao, chance_infeccao_tipo2, chance_morte,atualizacoes_cura) ind = sim.fabrica_individuo.criar_individuo(Individuo.MORTO, (0,0)) dict = {'num_sadios':1, 'num_infect_t1':2, 'num_infect_t2':3, 'num_curados':4, 'num_mortos':5} s = pd.Series(dict) sim.dataframe = sim.dataframe.append(s, ignore_index=True) print(sim.dataframe) #print(sim.num_inicial_tipo2)

[ "eduardo_dut@edu.unifor.br" ]

eduardo_dut@edu.unifor.br

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#!/usr/bin/env python """Django's command-line utility for administrative tasks.""" import os import sys def main(): os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'CodingDelights.settings') try: from django.core.management import execute_from_command_line except ImportError as exc: raise ImportError( "Couldn't import Django. Are you sure it's installed and " "available on your PYTHONPATH environment variable? Did you " "forget to activate a virtual environment?" ) from exc execute_from_command_line(sys.argv) if __name__ == '__main__': main()

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jassami1@hotmail.com

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/Polymorph/Empleado.py

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[]

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miguelLopezUlloa/Python-course

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refs/heads/master

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class Empleado: def __init__(self, nombre, sueldo): self.nombre = nombre self.sueldo = sueldo def __str__(self): return "Nombre=" + self.nombre + ", Sueldo=" + str(self.sueldo)

[ "miguel.lopez@dowjones.com" ]

miguel.lopez@dowjones.com

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6780162101205b4178bf04eb28bc1759dbcf31b3

/Api/admin.py

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[]

no_license

Rabindratmg/Django-backend

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from django.contrib import admin from .models import Menu, Cart # Register your models here. admin.site.register(Menu) admin.site.register(Cart)

[ "rabee.tmg123@gmail.com" ]

rabee.tmg123@gmail.com

910d451c7df69c064eef6a38a95911c1ae78717e

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/paper_scripts/1timestep_sim.py

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[]

no_license

singhbalwinder/perturb_scripts

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refs/heads/master

2020-03-22T18:54:32.810097

2019-02-20T22:28:52

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#!/usr/bin/python #Python version: Load python/2.7.9(default) and python_anaconda3/2.3.0 from netCDF4 import Dataset from math import sqrt from sklearn.metrics import mean_squared_error import pylab as pl import numpy as np import sys ### # NOTE: This script assumes that simulation is run for a few days only and output is every day!! Limitation is imposed by varibale "ndays" ### cmn_path = '/pic/projects/climate/sing201/acme1/other_machs/other_machines_perturb/eos/' cntl_case = ['acme_pergro_true','acme_pergro_false'] test_case = ['acme_pergro_true_pospert','acme_pergro_false_pospert'] rmse_or_diff = 1 #0: DIFF 1: RMSE #history files related info hist_path_str = 'run' cam_hist_str = '.cam.h0.' suffix ='.nc' #other files needed inic_cond_file = 'inic_cond_file_list.txt' var_file = 'physup_calls.txt' #plot related info xlabel_file = 'xlabels.txt' if(rmse_or_diff == 0): ylabel = 'Maximum Error in the temperature (K) field' elif(rmse_or_diff == 1): ylabel = 'RMSE Error [T(K)]' ymin = 'N' #-1 # Use 'N' to unset it ymax = 'N' #10.0 # Use 'N' to unset it xmin = 0 title = 'CAM5 error growth (1 time step)' clr = ['c','g'] # for each case lgnds = ['CAM5-revised', 'CAM5-default'] ### USER INPUT ENDS ### #Functions def max_diff_var(ifile_test, ifile_cntl, var_list, var_suffix ): eps = 1.e-16 ftest = Dataset(ifile_test, mode='r') fcntl = Dataset(ifile_cntl, mode='r') mdiff = [None] * len(var_list) i = 0 for ivar in var_list: var = var_suffix+ivar if var in ftest.variables: vtest = ftest.variables[var.strip()][0,:,:,:] # first dimention is time (=0) vcntl = fcntl.variables[var.strip()][0,:,:,:] # first dimention is time (=0) diff = np.amax(abs(vtest[:,:,:] - vcntl[:,:,:]), axis=None, out=None, keepdims=False) mdiff[i] = max([diff,eps]) i += 1 vtest = None vcntl = None var = None else: print (var+' not in file') ftest.close() fcntl.close() return mdiff def rmse_var(ifile_test, ifile_cntl, var_list, var_suffix ): ftest = Dataset(ifile_test, mode='r') fcntl = Dataset(ifile_cntl, mode='r') rmse = [None] * len(var_list) i = 0 for ivar in var_list: var = var_suffix+ivar if var in ftest.variables: vtest = ftest.variables[var.strip()][0,:,:,:] # first dimention is time (=0) vcntl = fcntl.variables[var.strip()][0,:,:,:] # first dimention is time (=0) #reshape nx, ny, nz = vtest.shape #shape will be same for both arrays rmse[i] = sqrt(mean_squared_error(vtest.reshape((nx,ny*nz)), vcntl.reshape((nx,ny*nz)))) #rmse[i] = np.sqrt(np.mean((vtest[:,:,:] - vcntl[:,:,:])**2)) i += 1 vtest = None vcntl = None var = None else: print (var+' not in file') ftest.close() fcntl.close() return rmse #Functions ENDS!!! if(len(cntl_case) != len(test_case)): print('Length of cntl_case and test_case is not same; cntl_case='+str(len(cntl_case))+' test_case='+str(len(test_case))) sys.exit() year = '0001' #year is a str as I don't anticipate that it will change month = '01' #month is a str as I don't anticipate that it will change day = '01' #day is a str as I don't anticipate that it will change ts = '00000' #get list of variable suffix with open(var_file, 'r') as fvar: var_list = fvar.readlines() fvar.close() var_list = map(str.strip,var_list) #get xticklabel with open(xlabel_file, 'r') as flbl: xlabels = flbl.readlines() flbl.close() xlabels = map(str.strip,xlabels) ax = pl.gca() axf = pl.gcf() axf.set_facecolor('white') #set color of the plot #ax.set_title(title, fontsize=35) fn_cmn = cam_hist_str+year + '-' + month + '-' + str(day) + '-'+ ts+suffix for icase in range(0,len(test_case)): fn_cntl = cntl_case[icase] + fn_cmn fn_test = test_case[icase] + fn_cmn fn_path_test = cmn_path+'/'+test_case[icase]+'/'+hist_path_str+'/'+fn_test fn_path_cntl = cmn_path+'/'+cntl_case[icase]+'/'+hist_path_str+'/'+fn_cntl if(rmse_or_diff == 0): res = max_diff_var(fn_path_test,fn_path_cntl,var_list,'T_') elif(rmse_or_diff == 1): res = rmse_var(fn_path_test,fn_path_cntl,var_list,'T_') else: print('Error: Not a valid value for rmse_or_diff; rmse_or_diff is:'+str(rmse_or_diff)) sys.exit() ax.semilogy(res,color=clr[icase],linestyle='-',marker='.',label=lgnds[icase], linewidth=4) pl.hold(True) ax.set_xlim([0,len(res)]) ax.set_xticks(range(0,len(res))) ax.set_xticklabels(xlabels, rotation=40, ha='center', fontsize=35) ax.set_xlabel('Physical processes in the first time step', fontsize=35) if(ymin != 'N' and ymax !='N'): ax.set_ylim([ymin,ymax]) ax.set_ylabel(ylabel, fontsize=35) for label in ax.get_yticklabels(): label.set_fontsize(35) #Draw plot handles, labels = pl.gca().get_legend_handles_labels() pl.legend(handles, labels, loc='best',fontsize=35) pl.show()

[ "balwindersingh@gmail.com" ]

balwindersingh@gmail.com

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/player_stats.py

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ryantly3/NBA

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refs/heads/master

2020-03-19T09:05:45.288564

2018-09-22T00:51:36

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from selenium import webdriver import selenium import collections import time import csv driver = webdriver.Chrome() driver.get('http://stats.nba.com/players/traditional/?sort=PTS&dir=-1') driver.find_element_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[1]/div/div/select/option[1]').click() time.sleep(25) csv_file = open('nbaplayerstats.csv', 'w') writer = csv.writer(csv_file) header=['PLAYER', 'TEAM', 'AGE', 'GP', 'W', 'L', 'MIN', 'PTS', 'FG%', '3P%','FTM', 'FTA', 'FT%', 'FP', 'DD2', 'TD3', '+/-', 'FGM', 'FGA', '3PM', '3PA', 'OREB', 'DREB', 'REB', 'AST', 'TOV', 'STL', 'BLK', 'PF'] writer.writerow(header) players = driver.find_elements_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[2]/div[2]/table/tbody/tr') links = [] for index, player in enumerate(players): stats = [] n = index+1 players_dict = collections.OrderedDict() link = driver.find_element_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[2]/div[2]/table/tbody/tr['+str(n)+']/td[2]/a').get_attribute('href') links.append(link) print(n) print(link) stats.append(driver.find_element_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[2]/div[2]/table/tbody/tr['+str(n)+']/td[2]/a').text) stats.append(driver.find_element_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[2]/div[1]/table/tbody/tr['+str(n)+']/td[3]/a').text) for i in [4,5,6,7,8,9,12,15,16,17,18,27,28,29,30]: stats.append(driver.find_element_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[2]/div[1]/table/tbody/tr['+str(n)+']/td['+str(i)+']').text) for i in [10,11,13,14,19,20,21,22,23,24,25,26]: try: stats.append(driver.find_element_by_xpath('/html/body/main/div[2]/div/div[2]/div/div/nba-stat-table/div[2]/div[1]/table/tbody/tr['+str(n)+']/td['+str(i)+']/a').text) except selenium.common.exceptions.NoSuchElementException: stats.append(0.0) for i in range(28): players_dict[header[i]] = stats[i] writer.writerow(players_dict.values()) csv_file.close() driver.close()

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ryantly3@gmail.com

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2022-11-29T08:36:37.205316

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# Generated by Django 2.2.11 on 2020-08-08 17:37 from django.db import migrations, models class Migration(migrations.Migration): initial = True dependencies = [ ] operations = [ migrations.CreateModel( name='Post', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('title', models.TextField(blank=True, null=True)), ('text', models.TextField(blank=True, null=True)), ('created_at', models.DateTimeField(auto_now_add=True)), ('updated_at', models.DateTimeField(auto_now=True)), ], ), ]

[ "rhofvendahl@gmail.com" ]

rhofvendahl@gmail.com

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/pachong/PCdemo1/day15/股市行情定点爬取.py

842ff30d11cf43f28fc448cc022cde009269ba8e

[]

no_license

1987617587/lsh_py

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refs/heads/master

2021-01-02T05:14:31.330287

2020-06-20T05:18:23

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2020-02-10T11:46:47

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# author:lsh # datetime:2020/4/13 19:56 ''' .::::. _oo0oo_ .::::::::. o8888888o ::::::::::: 88" . "88 ..:::::::::::' (| -_- |) '::::::::::::' 0\ = /0 .:::::::::: ___/`---'\___ '::::::::::::::.. .' \\| |# '. ..::::::::::::. / \\||| : |||# \ ``:::::::::::::::: / _||||| -:- |||||- \ ::::``:::::::::' .:::. | | \\\ - #/ | | ::::' ':::::' .::::::::. | \_| ''\---/'' |_/ | .::::' :::: .:::::::'::::. \ .-\__ '-' ___/-. / .:::' ::::: .:::::::::' ':::::. ___'. .' /--.--\ `. .'___ .::' :::::.:::::::::' ':::::. ."" '< `.___\_<|>_/___.' >' "". .::' ::::::::::::::' ``::::. | | : `- \`.;`\ _ /`;.`/ - ` : | | ...::: ::::::::::::' ``::. \ \ `_. \_ __\ /__ _/ .-` / / ```` ':. ':::::::::' ::::.. `-.____`.___ \_____/___.-`___.-' '.:::::' ':'````.. `=---=' 女神保佑永无BUG 佛祖保佑永无BUG ''' from celery import Celery from celery.schedules import crontab import requests import demjson import pymysql import time import random import math import re uri = 'redis://@127.0.0.1:6379/7' app = Celery('tasks', broker=uri) # 每天下午15:30执行 c1 = crontab(minute=30, hour=15) @app.task def goto_request(count_url): conn = pymysql.connect(host='127.0.0.1', port=3306, user='root', password='123456', db='py1911') cur = conn.cursor() # count_url = 'http://vip.stock.finance.sina.com.cn/quotes_service/api/json_v2.php/Market_Center.getHQNodeStockCount' data_url = 'http://vip.stock.finance.sina.com.cn/quotes_service/api/json_v2.php/Market_Center.getHQNodeData' type_ls = ['sh_a', 'sh_b', 'sz_a', 'sz_b', 'sh_z', 'sz_z'] headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36', } pat_1 = re.compile(r'(\d+)') size = 40 for type in type_ls: # 请求指定类别股票数量 param1 = { 'data': type } html = requests.get(count_url, params=param1, headers=headers).text count = int(pat_1.search(html).group(1)) page_count = math.ceil(count / size) print('count:', count, 'page_count:', page_count) # 请求不同类别不同页码的股票信息 for page in range(1, page_count + 1): param2 = { 'page': page, 'num': 40, 'sort': 'symbol', 'asc': 1, 'data': type, 'symbol': '', '_s_r_a': 'init', } print('type:', type, 'page:', page) html = requests.get(data_url, params=param2, headers=headers).text # print(html) ls = demjson.decode(html) for each in ls: symbol = each['symbol'] print('symbol:', symbol) code = each['code'] print(f'code:{code}') name = each['name'] print('name:', name) trade = each['trade'] print('trade:', trade) pricechange = each['pricechange'] print('pricechange:', pricechange) changepercent = each['changepercent'] print('changepercent:', changepercent) buy = each['buy'] print('buy:', buy) sell = each['sell'] print('sell:', sell) settlement = each['settlement'] print(f'settlement:{settlement}') open = each['open'] print('open:', open) high = each['high'] print('high:', high) low = each['low'] print('low:', low) volume = each['volume'] print('volume:', volume) amount = each['amount'] print('amount:', amount) ticktime = each['ticktime'] print('ticktime:', ticktime) print('=' * 200) strsql = 'insert into finance VALUES(0,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)' params = [symbol, code, name, trade, pricechange, changepercent, buy, sell, settlement, open, high, low] cur.execute(strsql, params) conn.commit() time.sleep(random.random()) cur.close() conn.close() return '爬取成功' app.conf.beat_schedule = { 'send-every-15-hours': { # 指定任务明 'task': 'tasks.goto_request', # 定时时间 'schedule': 30.0, # 'schedule':c1, #传递任务函数需要的参数 'args': ('http://vip.stock.finance.sina.com.cn/quotes_service/api/json_v2.php/Market_Center.getHQNodeStockCount',) }, }

[ "1987617587@qq.com" ]

1987617587@qq.com

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thinkreed/pyf

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english = {1: "January", 2: "February", 3: "March", 4: "April", 5: "May", 6: "June", 7: "July", 8: "August", 9: "September", 10: "October", 11: "November", 12: "December"} swedish = {1: "januari", 2: "februari", 3: "mars", 4: "april", 5: "maj", 6: "juni", 7: "juli", 8: "augusti", 9: "september", 10: "oktober", 11: "november", 12: "december"} def date_converter(month_dictionary, date): start = date.find('/') month = month_dictionary[int(date[:start])] end = date.find('/', start + 1) day = date[start + 1:end] year = date[end + 1:] return day + ' ' + month + ' ' + year def date_converter2(month_dictionary, date): month, day, year = date.split('/') return day + ' ' + month_dictionary[int(month)] + ' ' + year print(date_converter(english, '5/11/2012')) print(date_converter(english, '5/11/12')) print(date_converter(swedish, '5/11/2012')) print(date_converter2(swedish, '12/5/1791'))

[ "thinkreed2017@outlook.com" ]

thinkreed2017@outlook.com

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/Taller 9/ServerMul.py

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Diegores14/Distribuidos

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refs/heads/master

2020-03-26T22:43:16.242507

2018-09-19T12:35:10

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import socket import math import sys import _thread socket1 = socket.socket(socket.AF_INET, socket.SOCK_STREAM) socket1.bind(('', 8002)) socket1.listen(10) print("Taller 8 socket con hilos") print("server corriendo") def program(sc, addr): mensaje = sc.recv(1024).decode('ascii') numero1, numero2 = mensaje.split(" ") envio = str(int(numero1) * int(numero2)) print("los numeros recibidos son: ", numero1,"y", numero2, "y el resultado es: ", envio) sc.send(envio.encode('ascii')) def main(): while 1: sc, addr = socket1.accept() print("recibida conexion de la IP: " + str(addr[0]) + "puerto: " + str(addr[1])) _thread.start_new_thread(program,(sc,addr)) main() sc.close() socket1.close()

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Diegores14.noreply@github.com

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/generator/generation_mapelites.py

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[ "MIT" ]

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ehauckdo/CityGen

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refs/heads/master

2023-03-10T01:28:33.625327

2021-02-16T09:23:49

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import optparse import os, sys import logging from lib.logger import log import lib.mapelites.Individual as Individual import lib.mapelites.evolution as evo import lib.helper as helper import lib.handler as handler from lib.plotter import plot, plot_cycles_w_density import lib.trigonometry as trig import pprint from lib.parcel import generate_parcel_density from classifier.model import load_model, accuracy import copy from lib.mapelites.metrics import similarity_order, similarity_range logging.basicConfig(level=logging.INFO, filemode='w', filename='_log_main') # supress tensorflow warnings os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' # this function adds some properties to nodes and ways objects for # the a better plotting, no practical use for generation def set_colors(nodes, ways): ways_colors = nodes_colors = {"building":"red", "highway":"black"} helper.set_node_type(ways, nodes) helper.color_nodes(nodes.values(), "black") helper.color_ways(ways, nodes, ways_colors, nodes_colors, default="black") # this function filters all nodes and ways that belong to roads # and returns all cycles identified (road_cycles) in them and the subset # of those cycles (usable_cycles) that have no other road nodes inside them def get_roads(nodes, ways, input): road_nodes, road_ways = helper.filter_by_tag(nodes, ways, {"highway":None}) _output = "{}_roads_only.osm".format(input) handler.write_data(_output, road_nodes.values(), road_ways.values()) road_cycles = helper.get_cycles(_output) log("All road cycles in {}: {}".format(input, len(road_cycles)), "DEBUG") _output = "{}_roads_data".format(input) usable_cycles = helper.load(_output) if usable_cycles == None: log("Computing empty road cycles of {}...".format(input), "DEBUG") usable_cycles = helper.remove_nonempty_cycles(road_nodes, road_cycles) helper.save(usable_cycles, _output) else: log("Empty road cycles from file {}".format(_output), "DEBUG") log("Number of usable cycles identified: {}".format(len(usable_cycles)), "DEBUG") return road_nodes, road_ways, road_cycles, usable_cycles # filter cycles that do not have a minimum area (defined manually) # areas under these thresholds would be very difficult to generate placements def filter_small_cycles(nodes, cycles): _cycles = [] for c in cycles: largest, shortest = helper.get_obb_data(nodes, c) ratio = shortest/largest area = helper.get_area([nodes[n_id].location for n_id in c]) #print("Area: {:0.2f}, Ratio: {:0.2f}, Largest: {}, Shortest: {}".format(area, shortest/largest, largest, shortest)) if area < 3000 or ratio < 0.25: continue _cycles.append(c) return _cycles # given a list of cycles, find the minimum spanning tree connecting their # centroids and add neighbouring nodes from this tree to the data in cycles def compute_neighbors_MST(cycles, input): import lib.trigonometry as trig _output = "{}_neighbor_data".format(input) neighbor_values = helper.load(_output) if neighbor_values == None: log("Computing neighbors with MST...", "DEBUG") neighbor_values = {} for i in cycles: neighbor_values[i] = [] added = [0] while len(added) != len(cycles): distances = [] for i in range(len(cycles)): for j in range(len(cycles)): if i in added and j not in added: dist = trig.dist(*cycles[i]["centroid"], *cycles[j]["centroid"]) distances.append((dist,i,j)) distances = sorted(distances) dist, i, j = distances.pop(0) neighbor_values[i].append(j) neighbor_values[j].append(i) added.append(j) helper.save(neighbor_values, _output) else: log("Loaded MST data from file {}".format(_output), "DEBUG") for i in neighbor_values: cycles[i]["neighbors"] = neighbor_values[i] # given a list of cycles, find the n closest cycles to them from their # centroids and add them as neighbouring cycles (alternative to MST) def compute_neighbors_closest(cycles, n=3): import lib.trigonometry as trig log("Calculating nearest {} neighbours for each cycle.".format(n), "DEBUG") for i in range(len(cycles)): distances = [] for j in range(len(cycles)): if i == j: continue dist = trig.dist(*cycles[i]["centroid"], *cycles[j]["centroid"]) distances.append((dist,j)) distances = [id for coord, id in sorted(distances)] cycles[i]["neighbors"] = distances[:n] def compute_centroids(cycles, nodes): for i in cycles: centroid = helper.centroid([nodes[n_id].location for n_id in cycles[i]["n_ids"]]) cycles[i]["centroid"] = centroid # compute density and number of buildings for each cycle in cycles def compute_building_density(cycles, input, nodes, ways): _output = "{}_building_density_data".format(input) density = helper.load(_output) if density == None: log("Computing building density data...", "DEBUG") density = {} for c_id, cycle in cycles.items(): d = helper.building_density(nodes, ways, cycle["n_ids"]) density[c_id] = d helper.save(density, _output) else: log("Loaded building density from file {}".format(_output), "DEBUG") for c_id, d in density.items(): nodes_coord = [nodes[x].location for x in cycles[c_id]["n_ids"]] cycles[c_id]["density"] = len(d) cycles[c_id]["area"] = helper.get_area(nodes_coord)/1000000 # in km2 cycles[c_id]["actual_density"] = len(d) / cycles[c_id]["area"] cycles[c_id]["buildings"] = d # given the original nodes and ways from an OSM file and an individual with a # number of buildings for each cycle, generate that individual as an OSM file def generate_ind(nodes,ways,cycles,ind,chrom_idx,output="data/ind.osm"): _nodes = copy.deepcopy(nodes) _ways = copy.deepcopy(ways) for idx in chrom_idx: cycle_data = cycles[idx] cycle_nodes = cycle_data["n_ids"] density = ind.chromosome[idx] generate_parcel_density(_nodes, _ways, cycle_nodes, density) handler.write_data(output,_nodes.values(),_ways.values()) return _nodes, _ways def parse_args(args): usage = "usage: %prog [options]" parser = optparse.OptionParser(usage=usage) parser.add_option('-i', action="store", type="string", dest="filename", help="OSM input file", default="data/smaller_tsukuba.osm") parser.add_option('-m', action="store", type="string", dest="model", help="Model trained on cities", default="classifier/Tsukuba.hdf5") parser.add_option('-d', action="store", type="int", dest="max_per_cell", help="Maximum initial candidates per cell for MAP-Elites population", default=10) parser.add_option('-o', action="store", type="string", dest="output_folder", help="Output folder", default="output") parser.add_option('-s', action="store", type="string", dest="similarity_metric", help="Similarity metric to be used (\"order\" or \"range\")", default="range") parser.add_option('-b', action="store", type="int", dest="max_buildings", help="Maximum buildings for the area", default=100) parser.add_option('-g', action="store", type="int", dest="n_iterations", help="Number of iterations for MAP-Elites", default=500) def parse_metric(metric): if metric == "range": return similarity_range if metric == "order": return similarity_order raise ValueError("invalid similarity metric") opt, args = parser.parse_args() opt.similarity_metric = parse_metric(opt.similarity_metric) return opt, args def main(): os.system('clear') log("Starting program...") opt, args = parse_args(sys.argv[1:]) input = opt.filename output = "{}_output.osm".format(input) output = opt.output_folder helper.create_folder(output) ########################## # Loading OSM data ########################## log("Loading OSM file '{}'...".format(input)) nodes, ways = handler.extract_data(input) helper.update_id_counter(nodes.values()) set_colors(nodes, ways) ########################## # Fetching cycles ########################## r_nodes, r_ways, r_cycles, cycles = get_roads(nodes, ways, input) cycles = filter_small_cycles(nodes, cycles) cycles = {id:{"n_ids":cycle} for id, cycle in enumerate(cycles)} ########################## # Compute various data for each cycle ########################## compute_centroids(cycles, nodes) # compute_neighbors_closest(cycles, 3) compute_neighbors_MST(cycles, input) compute_building_density(cycles, input, nodes, ways) ########################## # Easy to visualize plot (only roads, then roads+buildings) ########################## # buildings = {} # for c_id in cycles: # try: # buildings.update(cycles[c_id]["buildings"]) # except: # print("Failed to fetch density of {}".format(c_id)) # # plot(nodes, ways, tags=[("highway",None)]) # plot_cycles_w_density(nodes, cycles, buildings) # sys.exit() ########################## # Initialize data for evolution ########################## chrom = [cycles[i]["density"] for i in cycles] areas = [cycles[i]["area"] for i in cycles] chrom_idx = [idx for idx in cycles if cycles[idx]["density"] == 0] neigh_idx = [cycles[idx]["neighbors"] for idx in cycles if cycles[idx]["density"] == 0] # maximum building number set manually maximum_buildings = 50 # calculating current existing number of buildings for reference # (existing buildings also count for maxi number of buildings in the area) existing_buildings = 0 for i in range(len(chrom)): if i not in chrom_idx: existing_buildings += chrom[i] log("Current and maximum number of buildings: {:.2f}, {:.2f}".format( existing_buildings, maximum_buildings)) ########################## # Run evolution ########################## pop = evo.initialize_pop_ME(chrom, chrom_idx, neigh_idx, areas, max_buildings=opt.max_buildings, pop_range=10, max_per_cell=opt.max_per_cell) evo.generation_ME(pop, chrom_idx, neigh_idx, areas, metric=opt.similarity_metric, max_buildings=opt.max_buildings, generations=opt.n_iterations) ########################## # Parse individuals into osm files # and get similarity from model ########################## top_individuals = evo.top_individuals_ME(pop) top_acc = (0,0) pop_range = 10 output_file = "{}/experiment_top[{}][{}].osm" accuracies = [[[] for i in range(pop_range)] for j in range(pop_range)] log("Starting evaluation process...") model = load_model(opt.model) file1 = open("_log_accuracies".format(output),"w") for i in range(len(top_individuals)): for j in range(len(top_individuals[i])): pop = top_individuals[i][j] acc = 0 if len(pop) > 0: top_ind = top_individuals[i][j][0] ind_file = output_file.format(output, i,j) log("Saving generated output to {}...".format(ind_file)) _n, _w = generate_ind(nodes,ways,cycles,top_ind, chrom_idx,ind_file) acc = accuracy(ind_file, model) log("Accuracy: {:.5f}".format(acc)) accuracies[i][j].append(acc) if accuracies[i][j] > accuracies[top_acc[0]][top_acc[1]]: top_acc = (i,j) file1.write("{},{},{}\n".format(i,j,acc)) file1.close() for i in range(len(accuracies)): for j in range(len(accuracies[i])): print("Accuracies for [{}][{}]: {}".format(i,j, accuracies[i][j])) best_output = output_file.format(output, top_acc[0], top_acc[1]) print("Best output in terms of similarity: {}".format(best_output)) ########################## # Plot of the output (optional) ########################## # _nodes, _ways = handler.extract_data(best_output) # set_colors(_nodes, _ways) # plot(_nodes, _ways) log("Generation finished.\n\n") if __name__ == '__main__': main()

[ "eduardohauck@gmail.com" ]

eduardohauck@gmail.com

945d826d6d9827d0c64389fde947e752af5a19a6

d12363c837acb1b7d84176661a2538ab577ad900

/bikeshare.py

3af25a26017f1812f920327aaa2715dc1f102b94

[]

no_license

Firius/pdsnd_github

4edc5c7baad87878eeee87d49f26295bcd520be2

203f9f9410508243fc1da0687836058a0f504afe

refs/heads/master

2021-01-09T14:04:58.443867

2020-02-22T13:21:08

242,330,196

0

null

2020-02-22T11:31:18

2020-02-22T11:31:17

null

UTF-8

Python

false

8,047

py

import time import pandas as pd import numpy as np CITY_DATA = { 'chicago': 'chicago.csv', 'new york city': 'new_york_city.csv', 'washington': 'washington.csv' } def get_filters(): """ Asks user to specify a city, month, and day to analyze. Returns: (str) city - name of the city to analyze (str) month - name of the month to filter by, or "all" to apply no month filter (str) day - name of the day of week to filter by, or "all" to apply no day filter """ print('\nHello! Let\'s explore some US bikeshare data!\n') print('The data encompasses the 6 months from January to June 2017\n')) # TO DO: get user input for city (chicago, new york city, washington). HINT: Use a while loop to handle invalid inputs city = input("Please specify which city you want to analyze (Chicago, New York City or Washington): ").lower() while city not in ['chicago', 'new york city', 'washington']: city = input("We do not recognize the city you entered, please enter either Chicago, New York City or Washington: ") city = city.lower() # TO DO: get user input for month (all, january, february, ... , june) month = input("Please specify which month you want to analyze (January, February, March, April, May, June or All): ").lower() while month not in ['january', 'february', 'march', 'april', 'may', 'june', 'all']: month = input("We do not recognize the month you entered, please enter either January, February, March, April, May, June or All: ") month = month.lower() # TO DO: get user input for day of week (all, monday, tuesday, ... sunday) day = input("Please specify which day you want to analyze (Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday or All): ").lower() while day not in ['monday', 'tuesday', 'wednesday', 'thursday', 'friday', 'saturday', 'sunday', 'all']: day = input("We do not recognize the day you entered, please enter either Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday or All: ") day = day.lower() print('\n' + '-'*40) return city, month, day def load_data(city, month, day): """ Loads data for the specified city and filters by month and day if applicable. Args: (str) city - name of the city to analyze (str) month - name of the month to filter by, or "all" to apply no month filter (str) day - name of the day of week to filter by, or "all" to apply no day filter Returns: df - Pandas DataFrame containing city data filtered by month and day """ df = pd.read_csv(CITY_DATA[city]) df['Start Time'] = pd.to_datetime(df['Start Time']) df['month'] = df['Start Time'].dt.month df['day_of_week'] = df['Start Time'].dt.weekday_name if month != 'all': months = ['january', 'february', 'march', 'april', 'may', 'june'] month = months.index(month) + 1 df = df[df['month'] == month] if day != 'all': df = df[df['day_of_week'] == day.title()] return df def raw_data(df): """Displays raw data.""" answer = input('\nDo you want to display raw data (yes or no): ') answer = answer.lower() x = 0 y = 5 while answer == 'yes': print(df[x:y]) x += 5 y += 5 answer = input('\nDo you want to continue displaying raw data (yes or no): ') answer = answer.lower() while answer != 'yes' and answer != 'no': answer = input('\nWe do not recognize the answer you entered, please enter yes or no: ') answer = answer.lower() def time_stats(df): """Displays statistics on the most frequent times of travel.""" print('\nCalculating The Most Frequent Times of Travel...\n') start_time = time.time() # TO DO: display the most common month month_mode = df['month'].mode()[0] months = ['january', 'february', 'march', 'april', 'may', 'june'] month_name = months[month_mode - 1].capitalize() print('The most common month is {}'.format(month_name)) # TO DO: display the most common day of week day_mode = df['day_of_week'].mode()[0] print('The most common day is {}'.format(day_mode)) # TO DO: display the most common start hour hours = df['Start Time'].dt.hour hour_mode = hours.mode()[0] print('The most common start hour is {}'.format(hour_mode)) print("\nThis took %s seconds." % (time.time() - start_time)) print('-'*40) def station_stats(df): """Displays statistics on the most popular stations and trip.""" print('\nCalculating The Most Popular Stations and Trip...\n') start_time = time.time() # TO DO: display most commonly used start station start_station = df['Start Station'].mode()[0] print('The most commonly used start station is {}'.format(start_station)) # TO DO: display most commonly used end station end_station = df['End Station'].mode()[0] print('The most commonly used end station is {}'.format(end_station)) # TO DO: display most frequent combination of start station and end station trip df['Start and End Station'] = df['Start Station'] + ' and ' + df['End Station'] combination = df['Start and End Station'].mode()[0] print('The most frequent combination of start station and end station trip is {}'.format(combination)) print("\nThis took %s seconds." % (time.time() - start_time)) print('-'*40) def trip_duration_stats(df): """Displays statistics on the total and average trip duration.""" print('\nCalculating Trip Duration...\n') start_time = time.time() # TO DO: display total travel time total_travel_time = df['Trip Duration'].sum() print('The total travel time is {}'.format(total_travel_time)) # TO DO: display mean travel time mean_travel_time = df['Trip Duration'].mean() print('The mean travel time is {}'.format(mean_travel_time)) print("\nThis took %s seconds." % (time.time() - start_time)) print('-'*40) def user_stats(city, df): """Displays statistics on bikeshare users.""" print('\nCalculating User Stats...\n') start_time = time.time() # TO DO: Display counts of user types count_user_type = df.groupby(['User Type']).count() num_subscriber = count_user_type['Start Time']['Subscriber'] num_customer = count_user_type['Start Time']['Customer'] print('The count of subscribers is {} and the count of customers {}'.format(num_subscriber, num_customer)) # TO DO: Display counts of gender if city == 'chicago' or city == 'new york city': count_gender = df.groupby(['Gender']).count() num_female = count_gender['Start Time']['Female'] num_male = count_gender['Start Time']['Male'] print('The count of females is {} and the count of males {}'.format(num_female, num_male)) else: print('There is no gender data for Washington') # TO DO: Display earliest, most recent, and most common year of birth if city == 'chicago' or city == 'new york city': earliest_yob = df['Birth Year'].min() print('The earliest year of birth is {}'.format(int(earliest_yob))) most_recent_yob = df['Birth Year'].max() print('The most recent year of birth is {}'.format(int(most_recent_yob))) most_common_yob = df['Birth Year'].mode().iat[0] print('The most common year of birth (or one of them) is {}'.format(int(most_common_yob))) else: print('There is no year of birth data for Washington') print("\nThis took %s seconds." % (time.time() - start_time)) print('-'*40) def main(): while True: city, month, day = get_filters() df = load_data(city, month, day) raw_data(df) time_stats(df) station_stats(df) trip_duration_stats(df) user_stats(city, df) restart = input('\nWould you like to restart? Enter yes or no.\n') if restart.lower() != 'yes': break if __name__ == "__main__": main()

[ "pkaufmann777@gmail.com" ]

pkaufmann777@gmail.com

9ec06f7e2751cf047aecded3a7687a957892776e

ce083128fa87ca86c65059893aa8882d088461f5

/python/flask-mail-labs/.venv/lib/python2.7/site-packages/IPython/terminal/interactiveshell.py

4119b87698d99d50b6b6c44d195e21abaf2e3faa

[]

no_license

marcosptf/fedora

581a446e7f81d8ae9a260eafb92814bc486ee077

359db63ff1fa79696b7bc803bcfa0042bff8ab44

refs/heads/master

2023-04-06T14:53:40.378260

2023-03-26T00:47:52

26,059,824

6

5

null

2022-12-08T00:43:21

2014-11-01T18:48:56

null

UTF-8

Python

false

32,119

py

# -*- coding: utf-8 -*- """Subclass of InteractiveShell for terminal based frontends.""" # Copyright (c) IPython Development Team. # Distributed under the terms of the Modified BSD License. from __future__ import print_function import bdb import os import sys from IPython.core.error import TryNext, UsageError from IPython.core.usage import interactive_usage from IPython.core.inputsplitter import IPythonInputSplitter, ESC_MAGIC from IPython.core.interactiveshell import InteractiveShell, InteractiveShellABC from IPython.core.magic import Magics, magics_class, line_magic from IPython.lib.clipboard import ClipboardEmpty from IPython.utils.contexts import NoOpContext from IPython.utils.decorators import undoc from IPython.utils.encoding import get_stream_enc from IPython.utils import py3compat from IPython.utils.terminal import toggle_set_term_title, set_term_title from IPython.utils.process import abbrev_cwd from IPython.utils.warn import warn, error from IPython.utils.text import num_ini_spaces, SList, strip_email_quotes from traitlets import Integer, CBool, Unicode def get_default_editor(): try: ed = os.environ['EDITOR'] if not py3compat.PY3: ed = ed.decode() return ed except KeyError: pass except UnicodeError: warn("$EDITOR environment variable is not pure ASCII. Using platform " "default editor.") if os.name == 'posix': return 'vi' # the only one guaranteed to be there! else: return 'notepad' # same in Windows! def get_pasted_lines(sentinel, l_input=py3compat.input, quiet=False): """ Yield pasted lines until the user enters the given sentinel value. """ if not quiet: print("Pasting code; enter '%s' alone on the line to stop or use Ctrl-D." \ % sentinel) prompt = ":" else: prompt = "" while True: try: l = py3compat.str_to_unicode(l_input(prompt)) if l == sentinel: return else: yield l except EOFError: print('<EOF>') return @undoc def no_op(*a, **kw): pass class ReadlineNoRecord(object): """Context manager to execute some code, then reload readline history so that interactive input to the code doesn't appear when pressing up.""" def __init__(self, shell): self.shell = shell self._nested_level = 0 def __enter__(self): if self._nested_level == 0: try: self.orig_length = self.current_length() self.readline_tail = self.get_readline_tail() except (AttributeError, IndexError): # Can fail with pyreadline self.orig_length, self.readline_tail = 999999, [] self._nested_level += 1 def __exit__(self, type, value, traceback): self._nested_level -= 1 if self._nested_level == 0: # Try clipping the end if it's got longer try: e = self.current_length() - self.orig_length if e > 0: for _ in range(e): self.shell.readline.remove_history_item(self.orig_length) # If it still doesn't match, just reload readline history. if self.current_length() != self.orig_length \ or self.get_readline_tail() != self.readline_tail: self.shell.refill_readline_hist() except (AttributeError, IndexError): pass # Returning False will cause exceptions to propagate return False def current_length(self): return self.shell.readline.get_current_history_length() def get_readline_tail(self, n=10): """Get the last n items in readline history.""" end = self.shell.readline.get_current_history_length() + 1 start = max(end-n, 1) ghi = self.shell.readline.get_history_item return [ghi(x) for x in range(start, end)] @magics_class class TerminalMagics(Magics): def __init__(self, shell): super(TerminalMagics, self).__init__(shell) self.input_splitter = IPythonInputSplitter() def store_or_execute(self, block, name): """ Execute a block, or store it in a variable, per the user's request. """ if name: # If storing it for further editing self.shell.user_ns[name] = SList(block.splitlines()) print("Block assigned to '%s'" % name) else: b = self.preclean_input(block) self.shell.user_ns['pasted_block'] = b self.shell.using_paste_magics = True try: self.shell.run_cell(b) finally: self.shell.using_paste_magics = False def preclean_input(self, block): lines = block.splitlines() while lines and not lines[0].strip(): lines = lines[1:] return strip_email_quotes('\n'.join(lines)) def rerun_pasted(self, name='pasted_block'): """ Rerun a previously pasted command. """ b = self.shell.user_ns.get(name) # Sanity checks if b is None: raise UsageError('No previous pasted block available') if not isinstance(b, py3compat.string_types): raise UsageError( "Variable 'pasted_block' is not a string, can't execute") print("Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))) self.shell.run_cell(b) @line_magic def autoindent(self, parameter_s = ''): """Toggle autoindent on/off (if available).""" self.shell.set_autoindent() print("Automatic indentation is:",['OFF','ON'][self.shell.autoindent]) @line_magic def cpaste(self, parameter_s=''): """Paste & execute a pre-formatted code block from clipboard. You must terminate the block with '--' (two minus-signs) or Ctrl-D alone on the line. You can also provide your own sentinel with '%paste -s %%' ('%%' is the new sentinel for this operation). The block is dedented prior to execution to enable execution of method definitions. '>' and '+' characters at the beginning of a line are ignored, to allow pasting directly from e-mails, diff files and doctests (the '...' continuation prompt is also stripped). The executed block is also assigned to variable named 'pasted_block' for later editing with '%edit pasted_block'. You can also pass a variable name as an argument, e.g. '%cpaste foo'. This assigns the pasted block to variable 'foo' as string, without dedenting or executing it (preceding >>> and + is still stripped) '%cpaste -r' re-executes the block previously entered by cpaste. '%cpaste -q' suppresses any additional output messages. Do not be alarmed by garbled output on Windows (it's a readline bug). Just press enter and type -- (and press enter again) and the block will be what was just pasted. IPython statements (magics, shell escapes) are not supported (yet). See also -------- paste: automatically pull code from clipboard. Examples -------- :: In [8]: %cpaste Pasting code; enter '--' alone on the line to stop. :>>> a = ["world!", "Hello"] :>>> print " ".join(sorted(a)) :-- Hello world! """ opts, name = self.parse_options(parameter_s, 'rqs:', mode='string') if 'r' in opts: self.rerun_pasted() return quiet = ('q' in opts) sentinel = opts.get('s', u'--') block = '\n'.join(get_pasted_lines(sentinel, quiet=quiet)) self.store_or_execute(block, name) @line_magic def paste(self, parameter_s=''): """Paste & execute a pre-formatted code block from clipboard. The text is pulled directly from the clipboard without user intervention and printed back on the screen before execution (unless the -q flag is given to force quiet mode). The block is dedented prior to execution to enable execution of method definitions. '>' and '+' characters at the beginning of a line are ignored, to allow pasting directly from e-mails, diff files and doctests (the '...' continuation prompt is also stripped). The executed block is also assigned to variable named 'pasted_block' for later editing with '%edit pasted_block'. You can also pass a variable name as an argument, e.g. '%paste foo'. This assigns the pasted block to variable 'foo' as string, without executing it (preceding >>> and + is still stripped). Options: -r: re-executes the block previously entered by cpaste. -q: quiet mode: do not echo the pasted text back to the terminal. IPython statements (magics, shell escapes) are not supported (yet). See also -------- cpaste: manually paste code into terminal until you mark its end. """ opts, name = self.parse_options(parameter_s, 'rq', mode='string') if 'r' in opts: self.rerun_pasted() return try: block = self.shell.hooks.clipboard_get() except TryNext as clipboard_exc: message = getattr(clipboard_exc, 'args') if message: error(message[0]) else: error('Could not get text from the clipboard.') return except ClipboardEmpty: raise UsageError("The clipboard appears to be empty") # By default, echo back to terminal unless quiet mode is requested if 'q' not in opts: write = self.shell.write write(self.shell.pycolorize(block)) if not block.endswith('\n'): write('\n') write("## -- End pasted text --\n") self.store_or_execute(block, name) # Class-level: add a '%cls' magic only on Windows if sys.platform == 'win32': @line_magic def cls(self, s): """Clear screen. """ os.system("cls") class TerminalInteractiveShell(InteractiveShell): autoedit_syntax = CBool(False, config=True, help="auto editing of files with syntax errors.") confirm_exit = CBool(True, config=True, help=""" Set to confirm when you try to exit IPython with an EOF (Control-D in Unix, Control-Z/Enter in Windows). By typing 'exit' or 'quit', you can force a direct exit without any confirmation.""", ) # This display_banner only controls whether or not self.show_banner() # is called when mainloop/interact are called. The default is False # because for the terminal based application, the banner behavior # is controlled by the application. display_banner = CBool(False) # This isn't configurable! embedded = CBool(False) embedded_active = CBool(False) editor = Unicode(get_default_editor(), config=True, help="Set the editor used by IPython (default to $EDITOR/vi/notepad)." ) pager = Unicode('less', config=True, help="The shell program to be used for paging.") screen_length = Integer(0, config=True, help= """Number of lines of your screen, used to control printing of very long strings. Strings longer than this number of lines will be sent through a pager instead of directly printed. The default value for this is 0, which means IPython will auto-detect your screen size every time it needs to print certain potentially long strings (this doesn't change the behavior of the 'print' keyword, it's only triggered internally). If for some reason this isn't working well (it needs curses support), specify it yourself. Otherwise don't change the default.""", ) term_title = CBool(False, config=True, help="Enable auto setting the terminal title." ) usage = Unicode(interactive_usage) # This `using_paste_magics` is used to detect whether the code is being # executed via paste magics functions using_paste_magics = CBool(False) # In the terminal, GUI control is done via PyOS_InputHook @staticmethod def enable_gui(gui=None, app=None): """Switch amongst GUI input hooks by name. """ # Deferred import from IPython.lib.inputhook import enable_gui as real_enable_gui try: return real_enable_gui(gui, app) except ValueError as e: raise UsageError("%s" % e) system = InteractiveShell.system_raw #------------------------------------------------------------------------- # Overrides of init stages #------------------------------------------------------------------------- def init_display_formatter(self): super(TerminalInteractiveShell, self).init_display_formatter() # terminal only supports plaintext self.display_formatter.active_types = ['text/plain'] #------------------------------------------------------------------------- # Things related to readline #------------------------------------------------------------------------- def init_readline(self): """Command history completion/saving/reloading.""" if self.readline_use: import IPython.utils.rlineimpl as readline self.rl_next_input = None self.rl_do_indent = False if not self.readline_use or not readline.have_readline: self.readline = None # Set a number of methods that depend on readline to be no-op self.readline_no_record = NoOpContext() self.set_readline_completer = no_op self.set_custom_completer = no_op if self.readline_use: warn('Readline services not available or not loaded.') else: self.has_readline = True self.readline = readline sys.modules['readline'] = readline # Platform-specific configuration if os.name == 'nt': # FIXME - check with Frederick to see if we can harmonize # naming conventions with pyreadline to avoid this # platform-dependent check self.readline_startup_hook = readline.set_pre_input_hook else: self.readline_startup_hook = readline.set_startup_hook # Readline config order: # - IPython config (default value) # - custom inputrc # - IPython config (user customized) # load IPython config before inputrc if default # skip if libedit because parse_and_bind syntax is different if not self._custom_readline_config and not readline.uses_libedit: for rlcommand in self.readline_parse_and_bind: readline.parse_and_bind(rlcommand) # Load user's initrc file (readline config) # Or if libedit is used, load editrc. inputrc_name = os.environ.get('INPUTRC') if inputrc_name is None: inputrc_name = '.inputrc' if readline.uses_libedit: inputrc_name = '.editrc' inputrc_name = os.path.join(self.home_dir, inputrc_name) if os.path.isfile(inputrc_name): try: readline.read_init_file(inputrc_name) except: warn('Problems reading readline initialization file <%s>' % inputrc_name) # load IPython config after inputrc if user has customized if self._custom_readline_config: for rlcommand in self.readline_parse_and_bind: readline.parse_and_bind(rlcommand) # Remove some chars from the delimiters list. If we encounter # unicode chars, discard them. delims = readline.get_completer_delims() if not py3compat.PY3: delims = delims.encode("ascii", "ignore") for d in self.readline_remove_delims: delims = delims.replace(d, "") delims = delims.replace(ESC_MAGIC, '') readline.set_completer_delims(delims) # Store these so we can restore them if something like rpy2 modifies # them. self.readline_delims = delims # otherwise we end up with a monster history after a while: readline.set_history_length(self.history_length) self.refill_readline_hist() self.readline_no_record = ReadlineNoRecord(self) # Configure auto-indent for all platforms self.set_autoindent(self.autoindent) def init_completer(self): super(TerminalInteractiveShell, self).init_completer() # Only configure readline if we truly are using readline. if self.has_readline: self.set_readline_completer() def set_readline_completer(self): """Reset readline's completer to be our own.""" self.readline.set_completer(self.Completer.rlcomplete) def pre_readline(self): """readline hook to be used at the start of each line. It handles auto-indent and text from set_next_input.""" if self.rl_do_indent: self.readline.insert_text(self._indent_current_str()) if self.rl_next_input is not None: self.readline.insert_text(self.rl_next_input) self.rl_next_input = None def refill_readline_hist(self): # Load the last 1000 lines from history self.readline.clear_history() stdin_encoding = sys.stdin.encoding or "utf-8" last_cell = u"" for _, _, cell in self.history_manager.get_tail(self.history_load_length, include_latest=True): # Ignore blank lines and consecutive duplicates cell = cell.rstrip() if cell and (cell != last_cell): try: if self.multiline_history: self.readline.add_history(py3compat.unicode_to_str(cell, stdin_encoding)) else: for line in cell.splitlines(): self.readline.add_history(py3compat.unicode_to_str(line, stdin_encoding)) last_cell = cell except (TypeError, ValueError) as e: # The history DB can get corrupted so it returns strings # containing null bytes, which readline objects to. warn(("Failed to add string to readline history.\n" "Error: {}\n" "Cell: {!r}").format(e, cell)) #------------------------------------------------------------------------- # Things related to the terminal #------------------------------------------------------------------------- @property def usable_screen_length(self): if self.screen_length == 0: return 0 else: num_lines_bot = self.separate_in.count('\n')+1 return self.screen_length - num_lines_bot def _term_title_changed(self, name, new_value): self.init_term_title() def init_term_title(self): # Enable or disable the terminal title. if self.term_title: toggle_set_term_title(True) set_term_title('IPython: ' + abbrev_cwd()) else: toggle_set_term_title(False) #------------------------------------------------------------------------- # Things related to aliases #------------------------------------------------------------------------- def init_alias(self): # The parent class defines aliases that can be safely used with any # frontend. super(TerminalInteractiveShell, self).init_alias() # Now define aliases that only make sense on the terminal, because they # need direct access to the console in a way that we can't emulate in # GUI or web frontend if os.name == 'posix': aliases = [('clear', 'clear'), ('more', 'more'), ('less', 'less'), ('man', 'man')] else : aliases = [] for name, cmd in aliases: self.alias_manager.soft_define_alias(name, cmd) #------------------------------------------------------------------------- # Mainloop and code execution logic #------------------------------------------------------------------------- def mainloop(self, display_banner=None): """Start the mainloop. If an optional banner argument is given, it will override the internally created default banner. """ with self.builtin_trap, self.display_trap: while 1: try: self.interact(display_banner=display_banner) #self.interact_with_readline() # XXX for testing of a readline-decoupled repl loop, call # interact_with_readline above break except KeyboardInterrupt: # this should not be necessary, but KeyboardInterrupt # handling seems rather unpredictable... self.write("\nKeyboardInterrupt in interact()\n") def _replace_rlhist_multiline(self, source_raw, hlen_before_cell): """Store multiple lines as a single entry in history""" # do nothing without readline or disabled multiline if not self.has_readline or not self.multiline_history: return hlen_before_cell # windows rl has no remove_history_item if not hasattr(self.readline, "remove_history_item"): return hlen_before_cell # skip empty cells if not source_raw.rstrip(): return hlen_before_cell # nothing changed do nothing, e.g. when rl removes consecutive dups hlen = self.readline.get_current_history_length() if hlen == hlen_before_cell: return hlen_before_cell for i in range(hlen - hlen_before_cell): self.readline.remove_history_item(hlen - i - 1) stdin_encoding = get_stream_enc(sys.stdin, 'utf-8') self.readline.add_history(py3compat.unicode_to_str(source_raw.rstrip(), stdin_encoding)) return self.readline.get_current_history_length() def interact(self, display_banner=None): """Closely emulate the interactive Python console.""" # batch run -> do not interact if self.exit_now: return if display_banner is None: display_banner = self.display_banner if isinstance(display_banner, py3compat.string_types): self.show_banner(display_banner) elif display_banner: self.show_banner() more = False if self.has_readline: self.readline_startup_hook(self.pre_readline) hlen_b4_cell = self.readline.get_current_history_length() else: hlen_b4_cell = 0 # exit_now is set by a call to %Exit or %Quit, through the # ask_exit callback. while not self.exit_now: self.hooks.pre_prompt_hook() if more: try: prompt = self.prompt_manager.render('in2') except: self.showtraceback() if self.autoindent: self.rl_do_indent = True else: try: prompt = self.separate_in + self.prompt_manager.render('in') except: self.showtraceback() try: line = self.raw_input(prompt) if self.exit_now: # quick exit on sys.std[in|out] close break if self.autoindent: self.rl_do_indent = False except KeyboardInterrupt: #double-guard against keyboardinterrupts during kbdint handling try: self.write('\n' + self.get_exception_only()) source_raw = self.input_splitter.raw_reset() hlen_b4_cell = \ self._replace_rlhist_multiline(source_raw, hlen_b4_cell) more = False except KeyboardInterrupt: pass except EOFError: if self.autoindent: self.rl_do_indent = False if self.has_readline: self.readline_startup_hook(None) self.write('\n') self.exit() except bdb.BdbQuit: warn('The Python debugger has exited with a BdbQuit exception.\n' 'Because of how pdb handles the stack, it is impossible\n' 'for IPython to properly format this particular exception.\n' 'IPython will resume normal operation.') except: # exceptions here are VERY RARE, but they can be triggered # asynchronously by signal handlers, for example. self.showtraceback() else: try: self.input_splitter.push(line) more = self.input_splitter.push_accepts_more() except SyntaxError: # Run the code directly - run_cell takes care of displaying # the exception. more = False if (self.SyntaxTB.last_syntax_error and self.autoedit_syntax): self.edit_syntax_error() if not more: source_raw = self.input_splitter.raw_reset() self.run_cell(source_raw, store_history=True) hlen_b4_cell = \ self._replace_rlhist_multiline(source_raw, hlen_b4_cell) # Turn off the exit flag, so the mainloop can be restarted if desired self.exit_now = False def raw_input(self, prompt=''): """Write a prompt and read a line. The returned line does not include the trailing newline. When the user enters the EOF key sequence, EOFError is raised. Parameters ---------- prompt : str, optional A string to be printed to prompt the user. """ # raw_input expects str, but we pass it unicode sometimes prompt = py3compat.cast_bytes_py2(prompt) try: line = py3compat.cast_unicode_py2(self.raw_input_original(prompt)) except ValueError: warn("\n********\nYou or a %run:ed script called sys.stdin.close()" " or sys.stdout.close()!\nExiting IPython!\n") self.ask_exit() return "" # Try to be reasonably smart about not re-indenting pasted input more # than necessary. We do this by trimming out the auto-indent initial # spaces, if the user's actual input started itself with whitespace. if self.autoindent: if num_ini_spaces(line) > self.indent_current_nsp: line = line[self.indent_current_nsp:] self.indent_current_nsp = 0 return line #------------------------------------------------------------------------- # Methods to support auto-editing of SyntaxErrors. #------------------------------------------------------------------------- def edit_syntax_error(self): """The bottom half of the syntax error handler called in the main loop. Loop until syntax error is fixed or user cancels. """ while self.SyntaxTB.last_syntax_error: # copy and clear last_syntax_error err = self.SyntaxTB.clear_err_state() if not self._should_recompile(err): return try: # may set last_syntax_error again if a SyntaxError is raised self.safe_execfile(err.filename,self.user_ns) except: self.showtraceback() else: try: f = open(err.filename) try: # This should be inside a display_trap block and I # think it is. sys.displayhook(f.read()) finally: f.close() except: self.showtraceback() def _should_recompile(self,e): """Utility routine for edit_syntax_error""" if e.filename in ('<ipython console>','<input>','<string>', '<console>','<BackgroundJob compilation>', None): return False try: if (self.autoedit_syntax and not self.ask_yes_no('Return to editor to correct syntax error? ' '[Y/n] ','y')): return False except EOFError: return False def int0(x): try: return int(x) except TypeError: return 0 # always pass integer line and offset values to editor hook try: self.hooks.fix_error_editor(e.filename, int0(e.lineno),int0(e.offset),e.msg) except TryNext: warn('Could not open editor') return False return True #------------------------------------------------------------------------- # Things related to exiting #------------------------------------------------------------------------- def ask_exit(self): """ Ask the shell to exit. Can be overiden and used as a callback. """ self.exit_now = True def exit(self): """Handle interactive exit. This method calls the ask_exit callback.""" if self.confirm_exit: if self.ask_yes_no('Do you really want to exit ([y]/n)?','y','n'): self.ask_exit() else: self.ask_exit() #------------------------------------------------------------------------- # Things related to magics #------------------------------------------------------------------------- def init_magics(self): super(TerminalInteractiveShell, self).init_magics() self.register_magics(TerminalMagics) def showindentationerror(self): super(TerminalInteractiveShell, self).showindentationerror() if not self.using_paste_magics: print("If you want to paste code into IPython, try the " "%paste and %cpaste magic functions.") InteractiveShellABC.register(TerminalInteractiveShell)

[ "marcosptf@yahoo.com.br" ]

marcosptf@yahoo.com.br

e293eb921939d7fb5914c6a7f11883da7b208df4

e6535eb6cc33cea05122328ffa930efcd3ab48c8

/heartext/migrations/0005_playlist.py

27a2602ec347e90239c1399c945090a9582b00fc

[]

no_license

scottstanie/heartext

2b822f179308dad342b0ec7f2ef1901a3961d57b

802ad6833a1f3dffd7b3fac229f1b7e83b307ee0

refs/heads/master

2020-05-22T05:13:26.687389

2018-11-10T18:37:06

84,672,919

0

null

UTF-8

Python

false

1,035

py

# -*- coding: utf-8 -*- # Generated by Django 1.10.4 on 2017-03-29 13:00 from __future__ import unicode_literals from django.conf import settings from django.db import migrations, models import django.db.models.deletion class Migration(migrations.Migration): dependencies = [ ('heartext', '0004_snippet_title'), ] operations = [ migrations.CreateModel( name='Playlist', fields=[ ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), ('title', models.CharField(max_length=200)), ('description', models.TextField(blank=True, null=True)), ('created_at', models.DateTimeField(auto_now_add=True, verbose_name=b'date created')), ('created_by', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)), ('snippets', models.ManyToManyField(blank=True, to='heartext.Snippet')), ], ), ]

[ "scott@cogolabs.com" ]

scott@cogolabs.com

57581103a1cc4283238521ca8dda959a6394d6b0

a25571cfdf33fb7dc67024549215d9731a933078

/scripts/rootDomainExtracy.py

5f803baae41253a40b193b2643f249396308124c

[]

no_license

timetology/ecat

8516042aee8713698e8930282bb8831ac83bf85b

c17723d063ce918e8a78f1d2c0c19c58c89d16be

refs/heads/master

2023-09-01T07:42:13.375301

2023-08-23T13:05:33

120,676,782

4

null

UTF-8

Python

false

2,156

py

#!/usr/bin/python import tldextract import argparse def main(): parser = argparse.ArgumentParser(description='Root Domain Extractor') group = parser.add_mutually_exclusive_group(required=True) group.add_argument('-f','--file', help='File list of Domains', metavar='<file>') group.add_argument('-u','--url', help='URL list of Domains', metavar='<url>') parser.add_argument('-s','--sql', help='Output in ECAT SQL Format', action='store_true', default=False) args = parser.parse_args() if args.sql: print """SELECT mn.MachineName, na.FirstConnectionUTC, na.LastConnectionUTC, pn.Filename, sfn.Filename, na.Port, dom.Domain, na.IP, na.UserAgent, LaunchArguments FROM [dbo].[mocNetAddresses] AS [na] WITH(NOLOCK) LEFT JOIN [dbo].[MachineModulePaths] AS [mp] WITH(NOLOCK) ON ([mp].[PK_MachineModulePaths] = [na].[FK_MachineModulePaths]) LEFT JOIN [dbo].[FileNames] AS [sfn] WITH(NOLOCK) ON ([sfn].[PK_FileNames] = [mp].[FK_FileNames]) LEFT JOIN [dbo].[machines] AS [mn] WITH(NOLOCK) ON [mn].[PK_Machines] = [na].[FK_Machines] LEFT JOIN [dbo].[Filenames] AS [pn] WITH(NOLOCK) ON ([pn].[PK_FileNames] = [na].[FK_FileNames__Process]) LEFT JOIN [dbo].[Domains] AS [dom] WITH(NOLOCK) ON ([dom].[PK_Domains] = [na].[FK_Domains__DomainHost]) LEFT JOIN [dbo].[LaunchArguments] as [sla] WITH(NOLOCK) ON ([sla].[PK_LaunchArguments] = [na].[FK_LaunchArguments]) WHERE [dom].[Domain] <> ''""" if args.file: with open(args.file) as f: line = f.readline() count = 1 while line: extracted = tldextract.extract(line) if args.sql: print "AND [dom].[Domain] LIKE N'%" + '{}.{}'.format(extracted.domain, extracted.suffix) + "'" else: print '{}.{}'.format(extracted.domain, extracted.suffix) line = f.readline() count += 1 if args.url: import urllib2 count = 0 for line in urllib2.urlopen(args.url): extracted = tldextract.extract(line) if args.sql: print "AND [dom].[Domain] LIKE N'%" + '{}.{}'.format(extracted.domain, extracted.suffix) + "'" else: print '{}.{}'.format(extracted.domain, extracted.suffix) count += 1 if __name__ == '__main__': main()

[ "noreply@github.com" ]

timetology.noreply@github.com

4b2a55645d68d11f8c8c4f911e8bfa539f82a6a0

dd92d8aef48d4d76f5c9fc4d9af7911f9e62792e

/fitness/urls.py

f0425431841007fd210fcd6fdf86dd771f0c731c

[]

no_license

Jatin965/Sahirufitness

db9c7ab713a0d2021e5c7159d0a89b15d935cc38

928dc700b1fec1404f4ce1664367473f94146d07

refs/heads/master

2023-01-14T17:25:42.948169

2020-11-26T17:58:33

302,004,435

0

null

UTF-8

Python

false

792

py

"""fitness URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/3.0/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name='home') Class-based views 1. Add an import: from other_app.views import Home 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home') Including another URLconf 1. Import the include() function: from django.urls import include, path 2. Add a URL to urlpatterns: path('blog/', include('blog.urls')) """ from django.contrib import admin from django.urls import path,include urlpatterns = [ path('admin/', admin.site.urls), path('',include('port.urls')), ]

[ "jatin4762@gmail.com" ]

jatin4762@gmail.com

251f4b94234d2cacbf822e32f19aae0edea50f0f

090fd16451ef226f0660d4be797c8a5fbf309f97

/training_data/whole_image/to_tensors/metadata_to_grid_tensor.py

4ca081192a85d619c3672f048fe0bd5599b745bb

[]

no_license

philip-brohan/Robot_Rainfall_Rescue

2cdd20131a1ceae4e4af54059381b815f1cc138b

4121d69aba6c8d180b57d92a0da11d09cd6843b4

refs/heads/master

2023-04-13T10:07:08.160001

2021-04-21T10:24:17

267,624,025

0

null

UTF-8

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py

#!/usr/bin/env python # Make a tensor containing grid-cell corner locations from the image metadata import os import sys import math import tensorflow as tf import numpy import pickle import argparse parser = argparse.ArgumentParser() parser.add_argument("--rootd", help="root directory", type=str, required=True) parser.add_argument("--docn", help="Document name", type=str, required=True) args = parser.parse_args() # Load the metadata with open( "%s/meta/%s.pkl" % (args.rootd, args.docn), "rb", ) as pkf: mdata = pickle.load(pkf) # mdata is a dictionary - convert it to a class so contents are attributes # and we can share code with tyrImage. class AttrDict(dict): def __init__(self, *args, **kwargs): super(AttrDict, self).__init__(*args, **kwargs) self.__dict__ = self mdata = AttrDict(mdata) # From the metadata, find the centres of the data grid # (120*2 floats on the range 0-1) # Functions copied from the tyrimage class - should reuse that class instead # Rotate by angle degrees clockwise def gRotate(self, point, angle=None, origin=None): if angle is None: angle = self.rotate if angle == 0: return point if origin is None: origin = gCentre(self) ox, oy = origin[0] * self.pageWidth, origin[1] * self.pageHeight px, py = point[0] * self.pageWidth, point[1] * self.pageHeight angle = math.radians(angle) * -1 qx = ox + math.cos(angle) * (px - ox) - math.sin(angle) * (py - oy) qy = oy + math.sin(angle) * (px - ox) + math.cos(angle) * (py - oy) return qx / self.pageWidth, qy / self.pageHeight def gCentre(self): return ( 0.5 + self.xshift / self.pageWidth + (self.xscale - 1) * 0.43, 0.525 + self.yshift / self.pageHeight - (self.yscale - 1) * 0.2, ) # Corners of grid def topLeft(self): return ( 0.1 + self.xshift / self.pageWidth, 0.725 + self.yshift / self.pageHeight, ) def topRight(self): return ( 0.96 + self.xshift / self.pageWidth + (self.xscale - 1) * 0.86, 0.725 + self.yshift / self.pageHeight, ) def bottomLeft(self): return ( 0.1 + self.xshift / self.pageWidth, 0.325 + self.yshift / self.pageHeight - (self.yscale - 1) * 0.4, ) def bottomRight(self): return ( 0.96 + self.xshift / self.pageWidth + (self.xscale - 1) * 0.86, 0.325 + self.yshift / self.pageHeight - (self.yscale - 1) * 0.4, ) def topAt(self, x): return ( topRight(self)[0] * x + topLeft(self)[0] * (1 - x), topRight(self)[1] * x + topLeft(self)[1] * (1 - x), ) def bottomAt(self, x): return ( bottomRight(self)[0] * x + bottomLeft(self)[0] * (1 - x), bottomRight(self)[1] * x + bottomLeft(self)[1] * (1 - x), ) def leftAt(self, y): return ( topLeft(self)[0] * y + bottomLeft(self)[0] * (1 - y), topLeft(self)[1] * y + bottomLeft(self)[1] * (1 - y), ) target = [] for yri in range(10): x = ( mdata.monthsWidth + (yri + 0.5) * (1.0 - mdata.meansWidth - mdata.monthsWidth) / 10 ) tp = topAt(mdata, x) for mni in range(12): lft = leftAt( mdata, 1.0 - mdata.yearHeight - (mni + 1) * (1.0 - mdata.yearHeight - mdata.totalsHeight) / (12 + 1), ) txp = gRotate(mdata, [tp[0], lft[1]]) target.extend(txp) ict = tf.convert_to_tensor(target, numpy.float32) # Output the tensor opdir = "%s/tensors/cell-centres/" % args.rootd if not os.path.isdir(opdir): try: # These calls sometimes collide os.makedirs(opdir) except FileExistsError: pass # Write to file sict = tf.io.serialize_tensor(ict) tf.io.write_file("%s/%s.tfd" % (opdir, args.docn), sict)

[ "philip@brohan.org" ]

philip@brohan.org

7bbd566034bd7d4a1245e54340f88f46c7394990

1182670e2ab9127f12135f25c1e02caac73fa5b4

/Counting Valleys

5c734132f7920c6fe255a8e55ebe9313ad48df18

[]

no_license

sohitkumarpatel/hacker-rank-problems

d3fbe8b5346d3f5b67740d36212718c9996ce5a2

93969abf9a2c2d7a4fa0e857c8e628eb36229a29

refs/heads/master

2022-06-29T09:59:58.313643

2020-05-14T07:50:49

300,202,076

1

0

null

2020-10-01T08:19:44

2020-10-01T08:19:43

null

UTF-8

Python

false

548

#!/bin/python3 import math import os import random import re import sys # Complete the countingValleys function below. def countingValleys(n, s): level=valley=0 for i in range(n): if(s[i]=='U'): level+=1 if(level==0): valley+=1 else: level-=1 return valley if __name__ == '__main__': fptr = open(os.environ['OUTPUT_PATH'], 'w') n = int(input()) s = input() result = countingValleys(n, s) fptr.write(str(result) + '\n') fptr.close()

[ "noreply@github.com" ]

sohitkumarpatel.noreply@github.com

d38333c18d45679b62018269967f8c0ac35bdc26

bad62c2b0dfad33197db55b44efeec0bab405634

/sdk/ml/azure-ai-ml/tests/automl_job/e2etests/test_automl_image_segmentation.py

ffccf9eebf789cc84db05ad6812bd7fd5eab6066

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permissive

test-repo-billy/azure-sdk-for-python

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refs/heads/master

2022-10-25T02:28:39.022559

2022-10-18T06:05:46

182,325,031

0

MIT

2019-07-25T22:28:52

2019-04-19T20:59:15

Python

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# --------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # --------------------------------------------------------- import copy import platform from typing import Tuple import pytest from test_utilities.utils import assert_final_job_status, get_automl_job_properties from azure.ai.ml import MLClient, automl from azure.ai.ml.constants._common import AssetTypes from azure.ai.ml.entities import Data from azure.ai.ml.entities._inputs_outputs import Input from azure.ai.ml.entities._job.automl import SearchSpace from azure.ai.ml.entities._job.automl.image import ImageInstanceSegmentationJob, ImageObjectDetectionSearchSpace from azure.ai.ml.operations._run_history_constants import JobStatus from azure.ai.ml.sweep import BanditPolicy, Choice, Uniform from devtools_testutils import AzureRecordedTestCase, is_live @pytest.mark.automle2etest @pytest.mark.usefixtures("recorded_test") @pytest.mark.skipif( condition=not is_live() or platform.python_implementation() == "PyPy", reason="Datasets downloaded by test are too large to record reliably" ) class TestAutoMLImageSegmentation(AzureRecordedTestCase): def _create_jsonl_segmentation(self, client, train_path, val_path): fridge_data = Data( path="./odFridgeObjectsMask", type=AssetTypes.URI_FOLDER, ) data_path_uri = client.data.create_or_update(fridge_data) data_path = "./odFridgeObjectsMask/" from automl_job.jsonl_converter import convert_mask_in_VOC_to_jsonl convert_mask_in_VOC_to_jsonl(data_path, data_path_uri.path, train_path, val_path) def test_image_segmentation_run(self, image_segmentation_dataset: Tuple[Input, Input], client: MLClient) -> None: # Note: this test launches two jobs in order to avoid calling the dataset fixture more than once. Ideally, it # would have sufficed to mark the fixture with session scope, but pytest-xdist breaks this functionality: # https://github.com/pytest-dev/pytest-xdist/issues/271. # Get training and validation data train_path, val_path = image_segmentation_dataset # Create jsonl file self._create_jsonl_segmentation(client=client, train_path=train_path, val_path=val_path) training_data = Input(type=AssetTypes.MLTABLE, path=train_path) validation_data = Input(type=AssetTypes.MLTABLE, path=val_path) # Make generic segmentation job image_instance_segmentation_job = automl.image_instance_segmentation( compute="gpu-cluster", experiment_name="image-e2e-tests", training_data=training_data, validation_data=validation_data, target_column_name="label", primary_metric="MeanAveragePrecision", properties=get_automl_job_properties(), ) # Configure regular sweep job image_instance_segmentation_job_sweep = copy.deepcopy(image_instance_segmentation_job) image_instance_segmentation_job_sweep.set_training_parameters(early_stopping=True, evaluation_frequency=1) image_instance_segmentation_job_sweep.extend_search_space( [ SearchSpace( model_name=Choice(["maskrcnn_resnet50_fpn"]), learning_rate=Uniform(0.0001, 0.001), optimizer=Choice(["sgd", "adam", "adamw"]), min_size=Choice([600, 800]), ), ] ) image_instance_segmentation_job_sweep.set_limits(max_trials=1, max_concurrent_trials=1) image_instance_segmentation_job_sweep.set_sweep( sampling_algorithm="Random", early_termination=BanditPolicy(evaluation_interval=2, slack_factor=0.2, delay_evaluation=6), ) # Configure AutoMode job image_instance_segmentation_job_automode = copy.deepcopy(image_instance_segmentation_job) # TODO: after shipping the AutoMode feature, do not set flag and call `set_limits()` instead of changing # the limits object directly. image_instance_segmentation_job_automode.properties["enable_automode"] = True image_instance_segmentation_job_automode.limits.max_trials = 2 image_instance_segmentation_job_automode.limits.max_concurrent_trials = 2 # Trigger regular sweep and then AutoMode job submitted_job_sweep = client.jobs.create_or_update(image_instance_segmentation_job_sweep) submitted_job_automode = client.jobs.create_or_update(image_instance_segmentation_job_automode) # Assert completion of regular sweep job assert_final_job_status(submitted_job_sweep, client, ImageInstanceSegmentationJob, JobStatus.COMPLETED) # Assert completion of Automode job assert_final_job_status(submitted_job_automode, client, ImageInstanceSegmentationJob, JobStatus.COMPLETED)

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test-repo-billy.noreply@github.com

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/.history/app/api_service/nlp_processing_20210127230126.py

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[]

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hoaf13/nlp-chatbot-lol

910ab2ea3b62d5219901050271fc1a1340e46a2f

18cb64efa9d6b4cafe1015f1cd94f4409271ef56

refs/heads/master

2023-05-08T04:17:19.450718

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import csv import json import numpy as np import sklearn from sklearn.feature_extraction.text import TfidfTransformer from sklearn.feature_extraction.text import CountVectorizer import numpy from keras.datasets import imdb from keras.models import Sequential from keras.layers import Dense, Dropout from keras.layers import LSTM from keras.layers.convolutional import Conv1D from keras.layers.convolutional import MaxPooling1D from keras.layers.embeddings import Embedding from keras.preprocessing import sequence from keras.layers import LSTM, GRU,Bidirectional, Flatten, Dense from keras_self_attention import SeqSelfAttention import csv, re import json import numpy as np from sklearn.feature_extraction.text import TfidfTransformer from sklearn.feature_extraction.text import CountVectorizer from keras.utils import np_utils from sklearn.model_selection import train_test_split from keras import optimizers import numpy as np from keras.preprocessing.text import Tokenizer from keras.preprocessing.sequence import pad_sequences from keras.callbacks import EarlyStopping, ModelCheckpoint from keras_self_attention import SeqSelfAttention, SeqWeightedAttention from app.models import Champion, Conversation from app import db dict_intent={ 'build_item':0, 'support_socket':1, 'counter':2, 'be_countered':3, 'skill_up':4, 'how_to_play':5, 'combo':6, 'combine_with':7, 'how_to_use_skill':8, 'introduce':9 } CHAMPIONS = [] dict_digit2intent = {} key = 0 for i in dict_intent.keys(): dict_digit2intent[key] = i key += 1 f = open('app/api_service/my_upload/champions.txt', "r") reg = "" for cham in f: reg += cham.split ('\n')[0] + '|' CHAMPIONS.append(cham.split ('\n')[0]) reg = reg[:-1] f.close() skills = ['Q', 'W', 'E' , 'R', 'q','w','e','r'] def get_entity(content): hero = re.search(reg.lower(), content.lower()) if hero != None: hero = hero.group() else: hero = "" if hero == "": hero = re.search(reg, content) if hero != None: hero = hero.group() else: hero = "" spl = content.split(" ") skill = "" for i in spl: if i in skills: skill = i break if hero != "": for c in CHAMPIONS: if c.lower() == hero.lower(): hero = c break if 'jarvan' in content.lower(): hero = 'Jarvan IV' if 'mundo' in content.lower(): hero = 'Dr. Mundo' return hero, skill.upper() def load_model(): model = Sequential() model.add(Embedding(208, 5248, input_length=17)) model.add(Bidirectional(LSTM(128, return_sequences=True))) # model.add(LSTM(128, return_sequences = True)) model.add(Flatten()) model.add(Dense(10, activation='softmax')) model.compile(loss= 'categorical_crossentropy',optimizer='adam', metrics=['accuracy']) model.load_weights('app/api_service/my_upload/hoaf13-nlp.h5') # model.summary() return model def process_content(reg, content): # content = content.lower() x = re.search(reg, content) if x != None: content = content.replace(x.group(), "{hero}") return content def process_data(model, content): f = open('app/api_service/my_upload/bow.txt', 'r') dictionary = '' for word in f: dictionary += word + " " f.close() data = [dictionary] token_obj = Tokenizer() token_obj.fit_on_texts(data) max_len = 17 X_train_token = token_obj.texts_to_sequences([content]) X_pad = pad_sequences(X_train_token, maxlen=max_len, padding='post') result = model.predict(X_pad) intent = np.argmax(result) hero, skill = get_entity(content) return dict_digit2intent[intent], result[0][intent], hero, skill def get_raw_answer(intent, champion): message_answer = None if intent == 'build_item': message_answer = champion.build_item if intent == 'support_socket': message_answer = champion.support_socket if intent == 'counter': message_answer = champion.counter if intent == 'be_countered': message_answer = champion.be_countered if intent == 'skill_up': message_answer = champion.skill_up if intent == 'how_to_play': message_answer = champion.how_to_play if intent == 'combo': message_answer = champion.combo if intent == 'combine_with': message_answer = champion.combine_with if intent == 'how_to_use_skill': message_answer = champion.how_to_use_skill if intent == 'introduce': message_answer = champion.introduce return message_answer def normalize_message(intent, message_answer, entities, champion,conversation_id): ans = None action = None try: skill_message = entities['skill'] except Exception: skill_message = None try: champion_message = entities['champion'] except Exception: champion_message = None action = "action_"+intent if intent == 'build_item': # "['Nguyệt Đao', 'Vô Cực Kiếm', 'Vũ Điệu Tử Thần', 'Áo Choàng Bóng Tối', 'Kiếm Ma Youmuu', 'Dao Găm Nham Thạch']" list_items = eval(message_answer) items = ', '.join(list_items) ans = "{} lên đồ như sau: {}".format(champion.name, items) if intent == 'support_socket': # ImageField ans = champion.support_socket if intent == 'counter': # ['Darius', 'Yasuo', 'Zed', 'Master Yi', 'Katarina', 'Hecarim', 'Akali', 'Renekton', 'LeBlanc', 'Jinx', 'Kassadin', 'Jax'] ans = MEDIA_URL + ans.url message_answer = message_answer.replace('"','') message_answer = message_answer.replace("'",'') list_champions = message_answer.strip('][').split(', ') champions = ', '.join(list_champions) ans = "{} khắc chế được các tướng: {}".format(champion.name,champions) if intent == 'be_countered': # ['Jax', 'Riven', 'Teemo', 'Fiora', 'Renekton', 'Tryndamere', 'Pantheon', 'Nasus', 'Lee Sin', 'Irelia', 'Ngộ Không', 'Jayce'] message_answer = message_answer.replace('"','') message_answer = message_answer.replace("'",'') list_champions = message_answer.strip('][').split(', ') champions = ', '.join(list_champions) ans = "{} bị khắc chế bởi các tướng: {}".format(champion.name, champions) if intent == 'skill_up': # ['E', 'Q', 'E', 'Q', 'E', 'R', 'Q', 'Q', 'R', 'Q', 'R', 'E', 'E', 'W', 'W', 'W', 'W', 'W'] message_answer = message_answer.replace("'",'') list_skills = message_answer.strip('][').split(', ') skills = ', '.join(list_skills) ans = "Thứ tự lên skill của {}: {}".format(champion.name, skills) if intent == 'combo': # ['Q', 'R', 'W', 'Attack', 'E'] message_answer = message_answer.replace("'",'') list_combos = message_answer.strip('][').split(', ') combos = ', '.join(list_combos) ans = "{} combo: {}".format(champion.name, combos) if intent == 'combine_with': # ['Yasuo', 'Zilean', 'Tryndamere', 'Lee Sin', 'Fizz', 'Ahri', 'Orianna', 'Renekton', 'Vayne', 'Akali', 'Jax', 'Ezreal'] message_answer = message_answer.replace('"','') message_answer = message_answer.replace("'",'') list_champions = message_answer.replace('[','') list_champions = list_champions.replace(']','') # print("list champions: ", list_champions) ans = "{} phối hợp tốt với: {}".format(champion.name, list_champions) if intent == 'how_to_use_skill': # {'E': Luoi guom doa day} skill_champion = eval(champion.how_to_use_skill) skill = skill_champion[skill_message] ans = "Skill {}: ".format(skill_message) + skill if intent == 'introduce': # Từng là những người bảo hộ cao quý của Shurima ... ans = champion.introduce if intent == 'how_to_play': ans = champion.how_to_play if intent == 'what_about': conversations = list(Conversation.query.filter_by(conversation_id=conversation_id)) print("length ", len(conversations)) conversation = None for c in conversations[::-1]: if c.intent != 'what_about': conversation = c break print(conversation) last_entities = eval(conversation.entities) last_intent = conversation.intent last_message_answer = conversation.message_answer print("last intent: ",last_intent) try: last_champion = last_entities['champion'] except Exception: last_champion = None try: last_skill = last_entities['skill'] except Exception: last_skill = None if champion_message != None and skill_message == None: champion = Champion.query.filter_by(name=champion_message).first() this_entities = dict() this_entities['champion'] = champion.name this_entities['skill'] = last_skill this_answer = get_raw_answer(last_intent, champion) ans,action = normalize_message(last_intent, this_answer, this_entities, champion, conversation_id) return ans,action if champion_message == None and skill_message != None: champion = Champion.query.filter_by(name=last_champion).first() this_entities = dict() this_entities['champion'] = champion.name this_entities['skill'] = skill_message last_intent = 'how_to_use_skill' this_answer = get_raw_answer(last_intent, champion) ans,action = normalize_message(last_intent, this_answer, this_entities, champion, conversation_id) return ans,action if champion_message == None and skill_message == None: ans = "Tôi không hiểu ý của bạn. Mời bạn nhập lại câu hỏi rõ ràng hơn." action = "action_ask_hero_and_skill" return ans,action return ans,action def is_valid_what_about(conversation_id): conversations = list(Conversation.query.filter_by(conversation_id=conversation_id)) if len(conversations) == 0: return False conversation = None for c in conversations[::-1]: if c.intent != 'what_about': conversation = c break if conversation == None: return False return True def string_to_dict(entities): ans = eval(entities) return ans def to_json(intent, action, message_answer): ans = dict() ans['intent'] = intent ans['action'] = action ans['message_answer'] = message_answer return ans def is_ask_more(conversation_id): conversations = list(Conversation.query.filter_by(conversation_id=conversation_id)) if len(conversations) == 0: return False print("conversations[-1].action: ", conversations[-1].action) if conversations[-1].action in ['action_ask_hero','action_ask_skill','action_ask_hero_and_skill','action_ask_intent']: return True return False def get_action_ask_more(conversation_id): conversations = list(Conversation.query.filter_by(conversation_id=conversation_id)) if conversations[-1].action in ['action_ask_hero','action_ask_skill','action_ask_hero_and_skill','action_ask_intent']: return conversations[-1].action return None def get_conversation_ask_more(conversation_id): conversations = list(Conversation.query.filter_by(conversation_id=conversation_id))[::-1] conversation = None for c in conversations: if c.action in ['action_ask_hero','action_ask_skill','action_ask_hero_and_skill','action_ask_intent']: conversation = c break if conversation == None: return list(Conversation.query.filter_by(conversation_id=conversation_id))[-1] return conversation def get_conversation_what_about(conversation_id): conversation = None conversations = list(Conversation.query.filter_by(conversation_id=conversation_id)) for c in conversations[::-1]: if c.intent != 'what_about': conversation = c break return conversation def tolower_message(message_question): ans = message_question.lower() return ans def getDictPostResponse(conversation_id, message_question, entities, prob, intent): try: if "chào" in message_question.lower() or "hello" in message_question.lower() or "chao" in message_question.lower(): intent = "say_hi" action = "action_say_hi" message_answer = "chào bạn, đây là chatbot lol." print(message_question.lower()) res = to_json(intent, action, message_answer) return res if prob > 0.80: if ('champion' in entities and intent != 'how_to_use_skill') or ('champion' in entities and 'skill' in entities and intent == 'how_to_use_skill'): champion = Champion.query.filter_by(name=entities['champion']).first() message_answer = get_raw_answer(intent, champion) message_answer,action = normalize_message(intent,message_answer,entities,champion,conversation_id) conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action="action_"+intent) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) #return intent, action, message return res if "còn" in message_question.lower() or "thì sao" in message_question.lower(): intent = 'what_about' if is_ask_more(conversation_id) == False: if intent == 'what_about': conversation_what_about = get_conversation_what_about(conversation_id) print(conversation_what_about.intent) if 'champion' not in entities and 'skill' not in entities: action = 'action_ask_hero_and_skill' message_answer = 'Không xác định được tướng và kĩ năng, mời bạn nhập thêm.' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=conversation_what_about.intent,entities=entities, action=action) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) #return intent, action, message return res if 'champion' not in entities: action = 'action_ask_hero' message_answer = 'Không xác định được tướng, mời bạn nhập thêm.' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=conversation_what_about.intent,entities=entities, action=action) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) #return intent, action, message return res entities_what_about = string_to_dict(conversation_what_about.entities) # print("entities_what_about: {}".format(entities_what_about)) if 'skill' in entities_what_about and conversation_what_about.intent == 'how_to_use_skill': entities['skill'] = entities_what_about['skill'] if 'skill' not in entities and conversation_what_about.intent == 'how_to_use_skill': action = 'action_ask_skill' message_answer = 'Không xác định được kĩ năng, mời bạn nhập thêm.' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=conversation_what_about.intent,entities=entities, action=action) res = to_json(intent, action, message_answer) return res intent = conversation_what_about.intent champion = Champion.query.filter_by(name=entities['champion']).first() message_answer = get_raw_answer(intent, champion) message_answer,action = normalize_message(intent,message_answer,entities,champion,conversation_id) conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action="action_"+intent) res = to_json(intent, action, message_answer) return res if prob < 0.5: action = 'action_ask_intent' message_answer = 'Tôi không hiểu ý của bạn, mời bạn nhập thêm.' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) res = to_json(intent, action, message_answer) return res if intent == 'how_to_use_skill': print("entities:", entities) if 'champion' not in entities and 'skill' not in entities: action = 'action_ask_hero_and_skill' message_answer = 'Không xác định được tướng và kĩ năng, mời bạn nhập thêm' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) res = to_json(intent, action, message_answer) return res if 'champion' not in entities: action = 'action_ask_hero' message_answer = 'Không xác định được tướng, mời bạn nhập thêm' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res if 'skill' not in entities: action = 'action_ask_skill' message_answer = 'Không xác định được kĩ năng, mời bạn nhập thêm' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res if intent != 'how_to_use_skill': if 'champion' not in entities: action = 'action_ask_hero' message_answer = 'Không xác định được tướng, mời bạn nhập thêm' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res champion = Champion.query.filter_by(name=entities['champion']).first() message_answer = get_raw_answer( intent, champion) message_answer,action = normalize_message(intent,message_answer,entities,champion,conversation_id) conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action="action_"+intent) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) #return intent, action, message return res if is_ask_more(conversation_id): conversation_ask_more = get_conversation_ask_more(conversation_id) if conversation_ask_more.action == 'action_ask_hero': if 'champion' in entities: name = entities['champion'] intent = conversation_ask_more.intent champion = Champion.query.filter_by(name=name).first() entities_ask_more = string_to_dict(conversation_ask_more.entities) if 'skill' in entities_ask_more: entities['skill'] = entities_ask_more['skill'] message_answer = get_raw_answer( intent, champion) message_answer,action = normalize_message(intent,message_answer,entities,champion,conversation_id) conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action="action_"+intent) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res else: action = 'action_ask_hero' message_answer = 'Không xác định được tướng, mời bạn nhập thêm.' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res if conversation_ask_more.action == 'action_ask_skill': print(conversation_ask_more.message_question) if 'skill' in entities: entities_ask_more = string_to_dict(conversation_ask_more.entities) if 'champion' in entities_ask_more: entities['champion'] = entities_ask_more['champion'] print("entities", entities) name = entities['champion'] intent = conversation_ask_more.intent champion = Champion.query.filter_by(name=name).first() message_answer = get_raw_answer(intent, champion) message_answer,action = normalize_message(intent,message_answer,entities,champion,conversation_id) conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action="action_"+intent) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res else: action = 'action_ask_skill' message_answer = 'Không xác định được kĩ năng, mời bạn nhập thêm.' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res if conversation_ask_more.action == 'action_ask_hero_and_skill': if 'skill' in entities and 'champion' in entities: entities_ask_more = string_to_dict(conversation_ask_more.entities) name = None new_entities = dict() if 'champion' in entities: new_entities['champion'] = entities['champion'] if 'skill' in entities: new_entities['champion'] = entities['skill'] if 'champion' in entities_ask_more: new_entities['champion'] = entities_ask_more['champion'] if 'skill' in entities: new_entities['champion'] = entities_ask_more['skill'] champion = Champion.query.filter_by(name=new_entities['champion']).first() intent = conversation_ask_more.intent message_answer = get_raw_answer(intent, champion) message_answer,action = normalize_message(intent,message_answer,entities,champion,conversation_id) conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action="action_"+intent) res = to_json(intent, action, message_answer) # res['probability'] = str(prob) db.session.add(conversation) db.session.commit() return res else: action = 'action_ask_hero_and_skill' message_answer = 'Không xác định được tướng và kĩ năng, mời bạn nhập thêm.' conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action=action) db.session.add(conversation) db.session.commit() res = to_json(intent, action, message_answer) # res['probability'] = str(prob) return res if conversation_ask_more.action == 'action_ask_intent': if ('champion' in entities and intent != 'how_to_use_skill') or ('champion' in entities and 'skill' in entities and intent == 'how_to_use_skill'): champion = Champion.query.filter_by(name=entities['champion']).first() message_answer = get_raw_answer( intent, champion) message_answer,action = normalize_message(intent,message_answer,entities,champion,conversation_id) conversation = Conversation(conversation_id=conversation_id,message_question=message_question, message_answer=message_answer,intent=intent,entities=entities, action="action_"+intent) db.session.add(conversation) db.session.commit() res = to_json(intent, action, message_answer) # res['probability'] = str(prob) #return intent, action, message return res else: intent = "ask_intent" message_answer = 'Tôi không hiểu ý của bạn, mời bạn nhập thêm. ' action = "action_ask_intent" res = to_json(intent,action, message_answer) return res except Exception: intent = "ask_intent" message_answer = 'Tôi không hiểu ý của bạn, mời bạn nhập thêm. ' action = "action_ask_intent" res = to_json(intent,action, message_answer) return res

[ "samartcall@gmail.com" ]

samartcall@gmail.com

146ad723fb4b18704d7d58c5293ac51847215750

153e014921c63f8ec2637f56afa0a954d9131c61

/Layout Containers/flowBox.py

e562fc8508d5a6314f6c245e03cc9707b7bcfc78

[]

no_license

ajphukan/Gtk_gui_practice

f3ef7e73028c605b95ab29bdb172ac6b4ed229c0

dfabe6067fa2aa6f025d11667ddc73b6748ead65

refs/heads/master

2020-03-23T04:55:29.761710

2018-07-25T12:38:43

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0

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3,669

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import gi gi.require_version("Gtk", "3.0") from gi.repository import Gtk, Gdk class FlowBoxWindow(Gtk.Window): def __init__(self): Gtk.Window.__init__(self, title="FlowBox Demo") self.set_border_width(10) self.set_default_size(300, 250) header = Gtk.HeaderBar(title="Flow Box") header.set_subtitle("Sample FlowBox app") header.props.show_close_button = True self.set_titlebar(header) scrolled = Gtk.ScrolledWindow() scrolled.set_policy(Gtk.PolicyType.NEVER, Gtk.PolicyType.AUTOMATIC) flowbox = Gtk.FlowBox() flowbox.set_valign(Gtk.Align.START) flowbox.set_max_children_per_line(30) flowbox.set_selection_mode(Gtk.SelectionMode.NONE) self.create_flowbox(flowbox) scrolled.add(flowbox) self.add(scrolled) #self.show_all() # def draw_background_color(self,widget,cr,data): # #rgba=data # #cr.set_source_rgba(rgba.red,rgba.green,rgba.blue,rgba.alpha) # r,g,b,a = data # cr.set_source_rgba(r,g,b,a) # cr.rectangle(0,0,24,24) # cr.fill() # def color_swatch_new(self, str_color): # color = Gdk.color_parse(str_color) # rgba = Gdk.RGBA.from_color(color) # button = Gtk.Button() # area = Gtk.DrawingArea() # area.set_size_request(24, 24) # #area.override_background_color(0,rgba) # area.connect("draw", self.draw_background_color,rgba) # # print(rgba, color, str_color) # button.add(area) # return button def on_draw(self, widget, cr, data): r,g,b,a = data['color'] cr.set_source_rgba(r,g,b,a) cr.rectangle(0, 0, data['width'], data['heigth']) cr.fill() def color_swatch_new(self, str_color): color = Gdk.color_parse(str_color) rgba = Gdk.RGBA.from_color(color) button = Gtk.Button() area = Gtk.DrawingArea() area.set_size_request(24, 24) area.connect("draw", self.on_draw, {'color' : rgba, 'width' : 24, 'heigth' : 24}) button.add(area) return button def create_flowbox(self, flowbox): colors = [ 'AliceBlue', 'AntiqueWhite', 'AntiqueWhite1', 'AntiqueWhite2', 'AntiqueWhite3', 'AntiqueWhite4', 'aqua', 'aquamarine', 'aquamarine1', 'aquamarine2', 'aquamarine3', 'aquamarine4', 'azure', 'azure1', 'azure2', 'azure3', 'azure4', 'beige', 'bisque', 'bisque1', 'bisque2', 'bisque3', 'bisque4', 'black', 'BlanchedAlmond', 'blue', 'blue1', 'blue2', 'blue3', 'blue4', 'BlueViolet', 'brown', 'brown1', 'brown2', 'brown3', 'brown4', 'burlywood', 'burlywood1', 'burlywood2', 'burlywood3', 'burlywood4', 'CadetBlue', 'CadetBlue1', 'CadetBlue2', 'CadetBlue3', 'CadetBlue4', 'chartreuse', 'chartreuse1', 'chartreuse2', 'chartreuse3', 'chartreuse4', 'chocolate', 'chocolate1', 'chocolate2', 'chocolate3', 'chocolate4', 'coral', 'coral1', 'coral2', 'coral3', 'coral4' ] for color in colors: button = self.color_swatch_new(color) flowbox.add(button) win = FlowBoxWindow() win.connect("destroy", Gtk.main_quit) win.show_all() Gtk.main()

[ "ajphukan@yahoo.in" ]

ajphukan@yahoo.in

4847c5d9a787afa041be616a2ff144e31b07d5b1

6adc166c33bdada82f7509301e25d1c451852d24

/statistic/tasks.py

8ea07645a18eb5b98ff7821ccaf1d29af08433f4

[]

no_license

liushiwen555/unified_management_platform_backend

ab0a92f38be7f68bc1d3c4570560ea89bf8fcb07

ae1ade20044b59de1e29288fcd61ba0b71d92be3

refs/heads/master

2023-06-25T22:45:24.669052

2021-07-27T01:08:24

389,808,950

0

1

null

UTF-8

Python

false

30,587

py

import subprocess import time from datetime import datetime, timedelta from typing import Dict, List import psutil from django.conf import settings from django.contrib.postgres.fields.jsonb import KeyTransform from django.db.models import Count from elasticsearch_dsl import A from auditor.bolean_auditor import AuditorProtocol from auditor.bolean_auditor.process_protocol import \ AttackIPRank as AttackIPRankProcess from auditor.bolean_auditor.process_protocol import ProtocolIPRank as IPRank from auditor.bolean_auditor.process_protocol import TodayExternalIP, PortRank, \ IPSource from auditor.models import AuditSysAlert, AuditSecAlert, AttackIPStatistic from base_app.models import Device from firewall.models import FirewallSysEvent, FirewallSecEvent from log.models import DeviceAllAlert, UnifiedForumLog, SecurityEvent from log.security_event import NetworkEvent, LogAbnormalEvent, SecurityEventLog, \ AlertEvent, HighAlertEvent from statistic.models import MainView, AssetsCenter, MonitorCenter, LogCenter, \ LogStatistic, LogStatisticDay, LogDstIPTopFive, LogCategoryDistribution, \ LogPortDistribution, SystemRunning, IPDistribution, ExternalIPTopFive, \ ProtocolPortRank, ProtocolIPRank, AlertWeekTrend, AttackIPRank from statistic.serializers import MainViewSerializer, LogCenterSerializer, \ SystemRunningStatusSerializer, AlertWeekTrendSerializer, \ LogStatisticTotalSerializer, LogStatisticDaySerializer, \ LogStatisticHourSerializer, \ LogDeviceTopFiveSerializer, LogDstIPTopFiveSerializer, \ CategoryDistributionSerializer, PortDistributionSerializer from unified_log.elastic.elastic_client import client from unified_log.elastic.elastic_model import BaseDocument from unified_log.models import LogStatistic as DeviceLog from utils.constants import CATEGORY_DICT from utils.constants import NETWORK_STATUS from utils.helper import get_today, get_last_day, safe_divide from utils.runnable import TaskRun, TaskRunWebsocket class MainViewTask(TaskRunWebsocket): """ 获取运营态势主视图的内容 60分钟周期左上：【全部告警】累计的安全事件与安全威胁总量。左下：【待处理告警】未处理的安全事件与安全威胁总量。右上：【全部日志】累计获取的日志总量（含本地日志和采集日志）。右下：【外网IP】环境中当天（0点时起）出现的非管理资产的IP个数（去重）。 """ room_group_name = 'main' @classmethod def alert_count(cls) -> int: return DeviceAllAlert.objects.count() + SecurityEvent.objects.count() @classmethod def un_resolved(cls) -> int: """ 安全事件+安全威胁需要判断安全事件和安全威胁数是否需要产生安全事件 :return: """ # 未解决安全事件数 security_count = SecurityEvent.objects.filter( status_resolved=DeviceAllAlert.STATUS_UNRESOLVED).count() # 未解决安全威胁数 alert_count = DeviceAllAlert.objects.filter( status_resolved=DeviceAllAlert.STATUS_UNRESOLVED).count() # 未解决高级安全威胁数 high_alert_count = DeviceAllAlert.objects.filter( status_resolved=DeviceAllAlert.STATUS_UNRESOLVED, level=DeviceAllAlert.LEVEL_HIGH ).count() security_event = SecurityEventLog(security_count) security_event.generate() alert_event = AlertEvent(alert_count) alert_event.generate() high_alert_event = HighAlertEvent(high_alert_count) high_alert_event.generate() return security_count + alert_count @classmethod def log_count(cls): """ Elasticsearch采集日志+本机日志+防火墙日志+审计日志 """ search = BaseDocument.search() es_count = search.count() unified_count = 0 for model in [UnifiedForumLog, FirewallSecEvent, FirewallSysEvent, AuditSysAlert, AuditSecAlert]: unified_count += model.objects.count() return es_count + unified_count @classmethod def run(cls, current: datetime): data = dict( alert_count=cls.alert_count(), un_resolved=cls.un_resolved(), log_count=cls.log_count(), update_time=current, ) main_view = MainView.objects.create(**data) cls.send(current, main_view) return main_view @classmethod def send(cls, current: datetime, main: MainView): ip_source = IPSource(current) attack_data = ip_source.get_attack_data() attack_ip = AttackIPStatistic.objects.first() if attack_ip: main.ip_count = attack_ip.external_ip + attack_data[ 'external_ip'] else: main.ip_count = attack_data['external_ip'] serializer = MainViewSerializer(main) message = { 'message': cls.room_group_name, 'data': { 'main': serializer.data } } cls.websocket_send(message) class AssetsCenterTask(TaskRun): """ 模块：运营态势中心更新周期：60分钟描述：记录资产的监控比例和在线比例备注：页面数据改为实时获取了，这里的定时任务可以删除 """ @classmethod def run(cls, current: datetime): assets_center = cls.get_assets(current) assets_center.save() return assets_center @classmethod def get_assets(cls, current: datetime) -> AssetsCenter: category_count = Device.objects.values('category').annotate( count=Count('id')).order_by('category') category_dict = {i['category']: i['count'] for i in category_count} security = category_dict.get(Device.CATEGORY_Security, 0) server = category_dict.get(Device.CATEGORY_Sever, 0) network = category_dict.get(Device.CATEGORY_Communication, 0) control = category_dict.get(Device.CATEGORY_Control, 0) assets_center = AssetsCenter( all=(security + server + network + control), security=security, server=server, network=network, control=control, update_time=current) return assets_center class MonitorCenterTask(TaskRun): """ 模块：运营态势中心更新周期：60分钟描述：记录资产的监控比例和在线比例备注：页面数据改为实时获取了，这里的定时任务可以删除 """ @classmethod def run(cls, current: datetime): monitor_count = Device.objects.filter(monitor=True).count() all_count = Device.objects.all().count() monitor_percent = safe_divide(monitor_count * 100, all_count) online_percent = safe_divide( Device.objects.filter(status=Device.ONLINE).count() * 100, all_count) return MonitorCenter.objects.create( monitor_count=monitor_count, monitor_percent=monitor_percent, online_percent=online_percent, update_time=current ) class LogCenterTask(TaskRunWebsocket): """ 模块：运营态势中心更新周期：10分钟描述：统计每十分钟的采集日志数量 """ room_group_name = 'main' @classmethod def run(cls, current: datetime): last = current - timedelta(minutes=10) search = BaseDocument.search() search = search.filter('range', timestamp={'gte': last, 'lte': current}) collect = search.count() parsed = search.filter('term', status=True).count() log_center = LogCenter.objects.create(collect=collect, parsed=parsed, update_time=current) serializer = LogCenterSerializer( LogCenter.objects.order_by('-update_time')[:10][::-1]) message = { 'message': cls.room_group_name, 'data': { 'log_center': serializer.data, } } cls.websocket_send(message) return log_center class LogStatisticTask(TaskRunWebsocket): """ 模块：日志中心更新周期：1小时描述：统计累计的、当天的日志采集量 """ room_group_name = 'log' @classmethod def run(cls, current: datetime): today = get_today(current) last_hour = current - timedelta(hours=1) last = LogStatistic.objects.first() data = dict( local=cls.get_local(current, last), collect=cls.get_collect(current, last), local_current=cls.get_local_current(today, current), collect_current=cls.get_collect_current(today, current), local_hour=cls.get_local_hour(last_hour, current), collect_hour=cls.get_collect_hour(last_hour, current), update_time=current, ) data['total'] = data['local'] + data['collect'] cls.check_abnormal(data['total'], today) log_statistic = LogStatistic.objects.create(**data) cls.websocket_send(log_statistic) return log_statistic @classmethod def websocket_send(cls, log_statistic: LogStatistic): message = { 'message': cls.room_group_name, 'data': { 'total': LogStatisticTotalSerializer(log_statistic).data, 'hour_trend': LogStatisticHourSerializer( LogStatistic.objects.all().order_by('-update_time')[:24][ ::-1]).data } } super().websocket_send(message) @classmethod def get_local(cls, current: datetime, last: LogStatistic): """ 本机系统日志，如果有以前的记录，就通过以前的记录累加 """ unified_count = 0 for model in [UnifiedForumLog, FirewallSecEvent, FirewallSysEvent, AuditSysAlert]: if last: unified_count += model.objects.filter( occurred_time__lt=current, occurred_time__gte=last.update_time).count() else: unified_count += model.objects.filter(occurred_time__lt=current).count() if last: unified_count += last.local return unified_count @classmethod def get_collect(cls, current: datetime, last: LogStatistic): search = BaseDocument.search() if last: es_count = search.filter( 'range', timestamp={'gte': last.update_time, 'lt': current}).count() es_count += last.collect else: es_count = search.count() return es_count @classmethod def get_local_current(cls, today: datetime, current: datetime): """ 本机系统日志, 当日 """ unified_count = 0 for model in [UnifiedForumLog, FirewallSecEvent, FirewallSysEvent, AuditSysAlert]: unified_count += model.objects.filter( occurred_time__gte=today, occurred_time__lt=current).count() return unified_count @classmethod def get_collect_current(cls, today: datetime, current: datetime): """ 采集系统日志, 当日 """ search = BaseDocument.search() search = search.filter('range', timestamp={'gte': today, 'lt': current}) collect = search.count() return collect @classmethod def get_local_hour(cls, last_hour: datetime, current: datetime): """ 本机系统日志, 上个小时 """ unified_count = 0 for model in [UnifiedForumLog, FirewallSecEvent, FirewallSysEvent, AuditSysAlert]: unified_count += model.objects.filter( occurred_time__gte=last_hour, occurred_time__lt=current).count() return unified_count @classmethod def get_collect_hour(cls, last_hour: datetime, current: datetime): search = BaseDocument.search() search = search.filter('range', timestamp={'gte': last_hour, 'lt': current}) collect = search.count() return collect @classmethod def check_abnormal(cls, count: int, last: datetime): event = LogAbnormalEvent(count, last) event.generate() class LogStatisticDayTask(TaskRunWebsocket): room_group_name = 'log' @classmethod def run(cls, current: datetime): last = get_last_day(current) today = get_today(current) data = dict( local_today=cls.get_local_today(last, today), collect_today=cls.get_collect_today(last, today), update_time=last, ) log_statistic_day = LogStatisticDay.objects.create(**data) message = { 'message': cls.room_group_name, 'data': { 'day_trend': LogStatisticDaySerializer( LogStatisticDay.objects.order_by('-update_time')[:15][ ::-1]).data } } cls.websocket_send(message) return log_statistic_day @classmethod def get_local_today(cls, last: datetime, today: datetime): unified_count = 0 for model in [UnifiedForumLog, FirewallSecEvent, FirewallSysEvent, AuditSysAlert, AuditSecAlert]: unified_count += model.objects.filter( occurred_time__gte=last, occurred_time__lte=today).count() return unified_count @classmethod def get_collect_today(cls, last: datetime, today: datetime): search = BaseDocument.search() search = search.filter('range', timestamp={'gte': last, 'lte': today}) collect = search.count() return collect class LogDstIPTopFiveTask(TaskRunWebsocket): """ 模块：日志中心——今日目的IP TOP5 更新周期： 60分钟描述：当天日志的目的IP TOP5 """ room_group_name = 'log' @classmethod def run(cls, current: datetime): search = BaseDocument.search() today = get_today(current) port = A('terms', field='dst_ip') search = search.filter('range', timestamp={'gte': today, 'lte': current}) search.aggs.bucket('ip-terms', port) body = {'size': 0} body.update(search.to_dict()) result = client.search(BaseDocument.index_pattern(), body) if 'aggregations' not in result: return LogDstIPTopFive.objects.create(ip=[], today=[], update_time=current) buckets = result['aggregations']['ip-terms']['buckets'] buckets = sorted(buckets, key=lambda x: x['doc_count'], reverse=True) ip = [] total = [] for b in buckets[:5]: ip.append(b['key']) total.append(b['doc_count']) data = dict( ip=ip, today=total, update_time=current ) log = LogDstIPTopFive.objects.create(**data) message = { 'message': cls.room_group_name, 'data': { 'dst_ip_top_five': LogDstIPTopFiveSerializer(log).data, } } cls.websocket_send(message) return log class LogCategoryDistributionTask(TaskRunWebsocket): """ 模块：日志中心——今日日志分布更新周期： 60分钟描述：今日安全资产、主机资产、网络资产、工控资产的日志数量 """ room_group_name = 'log' @classmethod def run(cls, current: datetime): search = BaseDocument.search() last = get_today(current) category = A('terms', field='dev_category') search = search.filter('range', timestamp={'gte': last, 'lte': current}) search.aggs.bucket('category-terms', category) body = {'size': 0} body.update(search.to_dict()) result = client.search(BaseDocument.index_pattern(), body) if 'aggregations' in result: # [{'key': '安全资产', 'doc_count': 1120}, {'key': '网络资产', 'doc_count': 3}] buckets = result['aggregations']['category-terms']['buckets'] else: buckets = [] data = {'update_time': current} for bucket in buckets: data[CATEGORY_DICT[bucket['key']]] = bucket['doc_count'] log = LogCategoryDistribution.objects.create(**data) message = { 'message': cls.room_group_name, 'data': { 'category_distribution': CategoryDistributionSerializer( log).data } } cls.websocket_send(message) return log class LogPortDistributionTask(TaskRunWebsocket): """ 模块：日志中心——今日端口分布更新周期： 60分钟描述：当天日志的端口分布，只统计数量排名前10的端口，剩余的数量放到其他里面 """ room_group_name = 'log' @classmethod def run(cls, current: datetime): search = BaseDocument.search() last = get_today(current) port = A('terms', field='dst_port') search = search.filter('range', timestamp={'gte': last, 'lte': current}) search.aggs.bucket('port-terms', port) body = {'size': 0} body.update(search.to_dict()) result = client.search(BaseDocument.index_pattern(), body) if 'aggregations' in result: buckets = result['aggregations']['port-terms']['buckets'] # 统计排名前10的端口 sorted_buckets = sorted(buckets, key=lambda x: x['doc_count'], reverse=True) other = result['aggregations']['port-terms']['sum_other_doc_count'] else: sorted_buckets = [] other = 0 ports = [] total = [] for b in sorted_buckets[:10]: ports.append(b['key']) total.append(b['doc_count']) ports.append('其他') total.append(other) data = dict( ports=ports, total=total, update_time=current ) log = LogPortDistribution.objects.create(**data) message = { 'message': cls.room_group_name, 'data': { 'port_distribution': PortDistributionSerializer(log).data } } cls.websocket_send(message) return log class DeviceLogCountTask(TaskRunWebsocket): """ 模块：日志中心——今日资产日志TOP5 更新周期： 60分钟描述：每隔1小时，定时统计所有资产的日志量 """ room_group_name = 'log' @classmethod def run(cls, current: datetime): devices = Device.objects.filter(log_status=True) for device in devices: device_log, _ = DeviceLog.objects.get_or_create(device=device) device_log.today = cls.get_today(device.id, current) device_log.total = cls.get_total(device.id) device_log.update_time = cls.get_update_time(device.id) device_log.save() @classmethod def get_total(cls, dev_id): search = BaseDocument.search() search = search.filter('term', dev_id=dev_id) return search.count() @classmethod def get_today(cls, dev_id, current: datetime): today = get_today(current) search = BaseDocument.search() search = search.filter('term', dev_id=dev_id).filter( 'range', timestamp={'gte': today}) return search.count() @classmethod def get_update_time(cls, dev_id): search = BaseDocument.search() search = search.filter('term', dev_id=dev_id).sort('-timestamp') data = search[:1].execute() if not data: return None else: return data.hits[0]['timestamp'] @classmethod def device_top_five(cls): instances = DeviceLog.objects.all().order_by('-today')[:5] for instance in instances: if instances[0].today != 0: instance.percent = round( instance.today / instances[0].today * 100) else: instance.percent = 0 serializer = LogDeviceTopFiveSerializer(instances) message = { 'message': cls.room_group_name, 'data': { 'collect_top_five': serializer.data } } cls.websocket_send(message) class SystemRunningTask(TaskRunWebsocket): mgmt = settings.MGMT interfaces = [mgmt] + settings.INTERFACES key = 'LAN' room_group_name = 'running' @classmethod def run(cls, current: datetime): data = dict( cpu=round(psutil.cpu_percent()), memory=round(psutil.virtual_memory().percent), disk=round(psutil.disk_usage('/').percent), network=cls.get_network_traffic(current), ) running = SystemRunning.objects.create(**data) cls.websocket_send({'message': cls.room_group_name, 'data': { 'system_status': SystemRunningStatusSerializer( running).data}}) return running @classmethod def get_network_traffic(cls, current) -> List[Dict[str, str]]: result = {'MGMT': {'speed': 0, 'status': NETWORK_STATUS['unplugged']}} last = psutil.net_io_counters(pernic=True) time.sleep(1) now = psutil.net_io_counters(pernic=True) status = cls.get_network_status() for i, name in enumerate(cls.interfaces): speed = round((now[name].bytes_recv - last[name].bytes_recv) / 1024, 2) s = status[name] if cls.mgmt == name: nic_name = 'MGMT' else: nic_name = cls.key + str(i) result[nic_name] = {'speed': speed, 'status': s} if s == NETWORK_STATUS['link beat detected'] and \ not cls.check_interface_normal(i, current): event = NetworkEvent(name=nic_name) event.generate() result_list = [{'name': key, 'speed': val['speed'], 'status': val['status']} for key, val in result.items()] return result_list @classmethod def get_network_status(cls) -> Dict[str, int]: status = {i: NETWORK_STATUS['link beat detected'] for i in cls.interfaces} try: process = subprocess.run(['ifplugstatus'], stdout=subprocess.PIPE) result = process.stdout.decode('utf-8').split('\n') for res in result: if not res: continue name, status_ = res.split(': ') status[name] = NETWORK_STATUS[status_] except FileNotFoundError: pass return status @classmethod def check_interface_normal(cls, pos: int, current: datetime): """ 判断网口是否连接正常，判断依据是5分钟内网速是不是都大于0 :param pos: 网口的位置 :param current: 当前时间 :return: """ speed = SystemRunning.objects.filter( update_time__gt=current - timedelta(minutes=5)).annotate( val=KeyTransform(str(pos), 'network')).annotate( speed=KeyTransform('speed', 'val')) total = 0 for s in speed: total += s.speed or 0 if total < 0.1: return False return True class AssetsIPDistributionTask(TaskRun): """ 每天凌晨统计一次，记录昨天的资产IP使用情况用于和今日资产IP使用情况比较 """ @classmethod def run(cls, current: datetime) -> IPDistribution: ips = Device.objects.values_list('ip', flat=True) distribution = cls.analyze_ip_distribution(ips) ip_dis, _ = IPDistribution.objects.get_or_create(id=1) ip_dis.ips = distribution ip_dis.update_time = current ip_dis.save() return ip_dis @classmethod def analyze_ip_distribution(cls, ips: List[str]) -> Dict[str, List[str]]: """ 分析IP所属的网段和网段下的IP :param ips: :return: """ distribution = {} for ip in ips: gateway = '.'.join(ip.split('.')[:3] + ['1/24']) if gateway in distribution: distribution[gateway].append(ip) else: distribution[gateway] = [ip] return distribution class ExternalIPTopTask(TaskRun): """ 模块：资产中心——外联资产TOP5 更新周期：1天描述：每天凌晨统计一次，保存昨天的外联资产Top5，保存后删除redis的记录 """ @classmethod def run(cls, current: datetime): last = get_last_day(current) external = TodayExternalIP(last) data = external.get_top_n() ips = [] count = [] for d in data: ips.append(d['ip']) count.append(d['count']) ExternalIPTopFive.objects.create(ips=ips, count=count, update_time=current) external.clean() class ProtocolPortRankTask(TaskRun): """ 模块：流量中心——今日端口统计更新周期：1天描述：每天凌晨统计一次，保存昨天的端口排名统计，保存后删除redis数据 """ @classmethod def run(cls, current: datetime): last = get_last_day(current) port = PortRank(last) data = port.get_top_n() data['update_time'] = current ProtocolPortRank.objects.create(**data) port.clean() class ProtocolIPRankTask(TaskRun): """ 模块：流量中心——今日IP统计更新周期：1天描述：每天凌晨统计一次，保存昨天的IP排名统计，保存后删除redis数据 """ @classmethod def run(cls, current: datetime): last = get_last_day(current) ip_rank = IPRank(last) data = ip_rank.get_top_n() data['update_time'] = current ProtocolIPRank.objects.create(**data) ip_rank.clean() class AttackIPRankTask(TaskRun): """ 模块：流量中心——今日IP统计更新周期：1天描述：每天凌晨统计一次，保存昨天的IP排名统计，保存后删除redis数据 """ @classmethod def run(cls, current: datetime): last = get_last_day(current) ip_rank = AttackIPRankProcess(last) data = ip_rank.get_top_n() data['update_time'] = current AttackIPRank.objects.create(**data) ip_rank.clean() class AuditorProtocolSynchronizeTask(TaskRun): """ 模块：协议审计更新周期：1小时描述：每小时查询一次协议审计上一个小时的数据并更新 """ @classmethod def run(cls, current: datetime): auditor = Device.objects.filter(type=Device.AUDITOR, register_status=Device.REGISTERED) if not auditor.exists(): return None auditor = auditor[0] sync = AuditorProtocol(auditor, current) sync.synchronize() class AttackIPStatisticTask(TaskRun): """ 模块：安全态势中心更新周期：1天描述：将昨天统计的攻击次数，攻击源IP个数存储下来 """ @classmethod def run(cls, current: datetime) -> AttackIPStatistic: last = get_last_day(current) statistic, _ = AttackIPStatistic.objects.get_or_create(id=1) attack = IPSource(last) attack_data = attack.get_attack_data() statistic.count += int(attack_data['count']) statistic.src_ip += int(attack_data['history_src_ip']) statistic.foreign += int(attack_data['history_foreign']) statistic.external_ip += int(attack_data['external_ip']) statistic.save() attack.clean() return statistic class AlertWeekTrendTask(TaskRunWebsocket): """ 模块：安全态势——异常行为——安全威胁本周趋势更新周期：1天描述：统计昨天的新增的安全威胁，分类记录下来 """ room_group_name = 'abnormal' @classmethod def run(cls, current: datetime): last = get_last_day(current) result = DeviceAllAlert.objects.filter(occurred_time__gte=last).values( 'category', 'type').annotate(count=Count('id')).order_by( 'category', 'type') trend = [ {r: 0 for r in DeviceAllAlert.SCAN_TYPE}, {r: 0 for r in DeviceAllAlert.FLAW_TYPE}, {r: 0 for r in DeviceAllAlert.PENETRATION_TYPE}, {r: 0 for r in DeviceAllAlert.APT_TYPE}, {r: 0 for r in DeviceAllAlert.OTHER_TYPE}, ] for r in result: category = r['category'] - 1 type_ = r['type'] if type_ in trend[category]: trend[category][type_] = r['count'] scan = trend[0] flaw = trend[1] penetration = trend[2] apt = trend[3] other = trend[4] cls.websocket_send({ 'message': cls.room_group_name, 'data': { 'alert_week': AlertWeekTrendSerializer( AlertWeekTrend.objects.order_by('-update_time')[:7]).data } }) return AlertWeekTrend.objects.create( scan=scan, flaw=flaw, penetration=penetration, apt=apt, other=other, update_time=last )

[ "1599932996@qq.com" ]

1599932996@qq.com

2f3ff636fb34d745ffaa5ea9b022823502f5d43c

665455c521cc7cf76c5436337ed545de90976af4

/cohesity_management_sdk/models/subscription_type_azure_credentials_enum.py

3089b273d3faa936de0e61a8f028a28e860b1215

[ "Apache-2.0" ]

permissive

hsantoyo2/management-sdk-python

d226273bc8eedcf9220ea4999a6f0b9a1a30d99c

0093194d125fc6746f55b8499da1270c64f473fc

refs/heads/master

2023-03-01T06:09:39.644085

2021-01-15T08:23:16

null

0

null

UTF-8

Python

false

683

py

# -*- coding: utf-8 -*- # Copyright 2020 Cohesity Inc. class SubscriptionTypeAzureCredentialsEnum(object): """Implementation of the 'SubscriptionType_AzureCredentials' enum. Specifies the subscription type of Azure such as 'kAzureCommercial' or 'kAzureGovCloud'. Specifies the subscription type of an Azure source entity. 'kAzureCommercial' indicates a standard Azure subscription. 'kAzureGovCloud' indicates a govt Azure subscription. Attributes: KAZURECOMMERCIAL: TODO: type description here. KAZUREGOVCLOUD: TODO: type description here. """ KAZURECOMMERCIAL = 'kAzureCommercial' K_AZURE_GO_VCLOUD = 'kAzureGovCloud'

[ "ashish@cohesity.com" ]

ashish@cohesity.com

df712b54956bb8da1ae56146907131f4ca759115

227e0a4f11b91251732d90385eed02aa14fc80f0

/models.py

3f160f5980fcfc00a2ca098ab72eeb21f1a10b93

[]

no_license

IsmaTerluk/Progamacion_Orientada_Objetos

2471d33091716fcbe6fef709bcf4c2989eb2f6f1

3846880de64c54ce4703e75db42c2bec839dd974

refs/heads/master

2023-08-22T06:56:11.010774

2020-10-24T19:01:30

306,383,782

0

null

UTF-8

Python

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1,572

py

from __main__ import app from flask_sqlalchemy import SQLAlchemy db=SQLAlchemy(app) class Productos(db.Model): NumProducto = db.Column(db.Integer,primary_key=True) Nombre = db.Column(db.String(120),nullable=False) PrecioUnitario = db.Column(db.Float,nullable=False) items_producto = db.relationship('ItemsPedidos',backref='productos',lazy='dynamic') class ItemsPedidos(db.Model): __tablename__ = 'ItemsPedidos' NumItem = db.Column(db.Integer,primary_key=True) NumPedido = db.Column(db.Integer,db.ForeignKey('pedidos.NumPedido')) NumProducto = db.Column(db.Integer,db.ForeignKey('productos.NumProducto')) Precio = db.Column(db.Float,nullable=False) Estado = db.Column(db.String(50),nullable=False) Producto=db.relationship('Productos') Pedido=db.relationship('Pedidos') class Pedidos(db.Model): NumPedido = db.Column(db.Integer,primary_key=True) Fecha = db.Column(db.DateTime) Total = db.Column(db.Float,nullable=False) Cobrado = db.Column(db.String(2),nullable=False) Observacion = db.Column(db.Text) DNIMozo = db.Column(db.Integer,db.ForeignKey('usuarios.DNI')) Mesa = db.Column(db.Integer,nullable=False,unique=True) items_pedido = db.relationship('ItemsPedidos',backref='pedidos',lazy='dynamic') class Usuarios(db.Model): DNI = db.Column(db.Integer,primary_key=True) Clave = db.Column(db.String(16),nullable=False,unique=True) Tipo = db.Column(db.String(16),nullable=False,unique=True) pedido_cargado = db.relationship('Pedidos',backref='usuarios',lazy='dynamic')

[ "ismaterluk98@gmail.com" ]

ismaterluk98@gmail.com

48f0854884ecd2500df38b72140371a1a933f8b9

a80295f0d7d6c6c8ea5c0dce3929206eef2dfa66

/server.py

ddc0415ff3af2352c792b0766c11232e6c28b67a

[]

no_license

bkodakari/flask2

38425ea04d12fcefeb538761ebeb66decc104852

f17793af004bdd7602b6d7032ab84556a49a1317

refs/heads/master

2020-12-31T00:29:37.991325

2017-03-16T04:15:12

85,152,138

0

null

UTF-8

Python

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py

from flask import Flask, request from random import choice, randint from flask import render_template COMPLIMENTS = ["smart", "clever", "tenacious", "awesome", "Pythonic"] # "__name__" is a special Python variable for the name of the current module # Flask wants to know this to know what any imported things are relative to. app = Flask(__name__) @app.route('/') def index(): """Home page.""" return "<html><body><h1>I am the landing page</h1></body></html>" @app.route('/hello') def say_hello(): html = """ <html> <body> Say hello </body> </html> """ return html @app.route('/lucky') def lucky_number(): lucky_num = randint(1, 100) lucky_message = "Your lucky number is %s " % lucky_num return "<html><body><h1>" + lucky_message + "</h1></body></html>" """Provides a random lucky number""" # add code here of getting a lucky number and return a string # with the lucky number @app.route('/puppies_or_kittens') def puppies_or_kittens(): buttons = """ <html> <body> <a href=/puppy> <button type='button'> Click here to see a PUPPY!</button> </a></br> <a href=/kitten> <button type='button'> click me for a kitten! </button></a> </body> </html> """ return buttons @app.route('/puppy') def show_puppy(): #html with the puppy image puppy = """ <html> <body> <img src = "https://ipetcompanion.com/feedapuppy/styles/media/puppy.jpg"><br> <h3><a href =/puppies_or_kittens>Take me back!</a></h3> </body> </html> """ return puppy #link to the route puppies or kittens @app.route('/kitten') def show_kitten(): kitten = """ <html> <body> <img src = http://s3.amazonaws.com/assets.prod.vetstreet.com/2a/cd/ee484be546418f40cc3cbc194b52/kitten-in-arms-thinkstockphotos-106397271-335lc070915jpg.jpg> <h3><a href = /puppies_or_kittens>Take me back!</a><h3> </body> </html> """ return kitten @app.route('/form') def show_form(): return render_template("form.html") @app.route('/greet') def greet(): player = request.args.get("person") nice_thing = choice(COMPLIMENTS) return render_template("compliments.html", name=player, compliment=nice_thing) if __name__ == '__main__': # debug=True gives us error messages in the browser and also "reloads" # our web app if we change the code. app.run(debug=True)

[ "no-reply@hackbrightacademy.com" ]

no-reply@hackbrightacademy.com

979cf5d9907e1010ad8d0cfbbb24e3376bba766c

4bb55049e1598cb40085e6f1fcfeaec38a138efc

/src/Ant_Colony/AntCo.py

695024548c47e35d0360367066d91ebd1ec9e412

[]

no_license

Aldarme/Ants-Powered-Auto-routing-system

a1b49d4215569b951fc1d7c91a18dac4d86f9434

83a37e13d87ecd0b7bd31587b68d22e34f756e66

refs/heads/master

2023-06-29T22:20:18.880574

2020-05-13T16:44:00

259,285,253

0

null

UTF-8

Python

false

2,575

py

''' Created on 4 mai 2020 @author: promet ''' from Ant_Colony.Ant import Ant, State from Ant_Colony.CommonKnowledge import CommonKnowledge class AntCo: def __init__(self, vtxBegin_p, vtx_toReach_p): self.antArray = [] self.create_ants(vtxBegin_p, vtx_toReach_p) def create_ants(self, vtxBegin_p, vtx_toReach_p): """ Create an list containing all ants of the colony """ for i in range(0, CommonKnowledge.adjMtxGraph.size()): self.antArray.append(Ant(i, vtxBegin_p, vtx_toReach_p)) def search(self): """ Execute the research process of all ants, one by one """ for ant in self.antArray: ant.run() def Scoring(self): """ Determine and save the best traveled path made by an ant """ for ant in self.antArray: if ant.distTravelled < CommonKnowledge.optimalPath_length: CommonKnowledge.optimalPath_length = ant.distTravelled #store the length of the best path CommonKnowledge.optimalPath_edg = ant.edg_tabuList #store the edge making up the best path CommonKnowledge.get_vtxOptimalPath() print("Optimal path: {}".format(CommonKnowledge.optimalPath_VTX_toString())) print("Optimal length: {}".format(CommonKnowledge.optimalPath_length)) def getBack(self): """ Update the pheromone strength of all edges in the graph Allow each ant to add pheromone on the arcs it has visited Put in return state, all ants that have finished its tour """ CommonKnowledge.pheromone_lowering() for ant in self.antArray: if ant.antState == State.RETURNING: for edg in ant.edg_tabuList: CommonKnowledge.set_pheromones(CommonKnowledge.adjMtxGraph.get_vtxIdx(edg.get_vtx_begin()), CommonKnowledge.adjMtxGraph.get_vtxIdx(edg.get_vtx_end()), CommonKnowledge.pheromone_update(edg, ant.distTravelled) ) def localSearch(self): """ Apply a local search, after an ant finished a lap """ pass def antsDisplay(self): """ Display each ant of the colony and its list of vertices """ for ant in self.antArray: print("ant: {}".format(ant.get_antVertices_toString()))

[ "rometpierre@gmail.com" ]

rometpierre@gmail.com

fac51148262a72e92fb8d6a682814016332431b4

b10e386479bd479eabde66930cb310dcaa58acd9

/01-webtron/webtron/util.py

9df96c1975e8b4b2e9cba18303ad032461c8d305

[]

no_license

laljitsuri/automating-aws-with-python

2e2c9f6e088f22b959fbe2b421b11e9e75812ef0

b978d354a9fbdf86a2a51d00cb1e505c9626695e

refs/heads/master

2022-11-19T04:19:55.509724

2020-07-20T12:12:18

278,325,877

0

null

UTF-8

Python

false

2,667

py

# -*- coding:utf-8 -*- """Utilities for webtron script.""" from collections import namedtuple Endpoint = namedtuple('Endpoint',['name', 'host','zone']) region_to_endpoint = { 'us-east-2' : Endpoint('US East (Ohio)', 's3-website.us-east-2.amazonaws.com', 'Z2O1EMRO9K5GLX'), 'us-east-1' : Endpoint('US East (N. Virginia)', 's3-website-us-east-1.amazonaws.com', 'Z3AQBSTGFYJSTF'), 'us-west-1' : Endpoint('US West (N. California)', 's3-website-us-west-1.amazonaws.com', 'Z2F56UZL2M1ACD'), 'eu-west-2' : Endpoint('Europe (London)', 's3-website.eu-west-2.amazonaws.com', 'Z3GKZC51ZF0DB4'), 'ap-southeast-2' : Endpoint('Asia Pacific (Sydney)', 's3-website-ap-southeast-2.amazonaws.com', 'Z1WCIGYICN2BYD'), 'ap-northeast-1' : Endpoint('Asia Pacific (Tokyo)', 's3-website-ap-northeast-1.amazonaws.com', 'Z2M4EHUR26P7ZW') } def known_region(region_name): """Returns if the region with given region name exists.""" return region_name in region_to_endpoint def get_endpoint(region_name): """Get the s3 website endpoint for the given region name.""" return region_to_endpoint.get(region_name) """ US East (Ohio) s3-website.us-east-2.amazonaws.com Z2O1EMRO9K5GLX US East (N. Virginia) s3-website-us-east-1.amazonaws.com Z3AQBSTGFYJSTF US West (N. California) s3-website-us-west-1.amazonaws.com Z2F56UZL2M1ACD US West (Oregon) s3-website-us-west-2.amazonaws.com Z3BJ6K6RIION7M Africa (Cape Town) s3-website.af-south-1.amazonaws.com Z11KHD8FBVPUYU Asia Pacific (Hong Kong) s3-website.ap-east-1.amazonaws.com ZNB98KWMFR0R6 Asia Pacific (Mumbai) s3-website.ap-south-1.amazonaws.com Z11RGJOFQNVJUP Asia Pacific (Osaka-Local) s3-website.ap-northeast-3.amazonaws.com Z2YQB5RD63NC85 Asia Pacific (Seoul) s3-website.ap-northeast-2.amazonaws.com Z3W03O7B5YMIYP Asia Pacific (Singapore) s3-website-ap-southeast-1.amazonaws.com Z3O0J2DXBE1FTB Asia Pacific (Sydney) s3-website-ap-southeast-2.amazonaws.com Z1WCIGYICN2BYD Asia Pacific (Tokyo) s3-website-ap-northeast-1.amazonaws.com Z2M4EHUR26P7ZW Canada (Central) s3-website.ca-central-1.amazonaws.com Z1QDHH18159H29 China (Ningxia) s3-website.cn-northwest-1.amazonaws.com.cn Not supported Europe (Frankfurt) s3-website.eu-central-1.amazonaws.com Z21DNDUVLTQW6Q Europe (Ireland) s3-website-eu-west-1.amazonaws.com Z1BKCTXD74EZPE Europe (London) s3-website.eu-west-2.amazonaws.com Z3GKZC51ZF0DB4 Europe (Milan) s3-website.eu-south-1.amazonaws.com Not supported Europe (Paris) s3-website.eu-west-3.amazonaws.com Z3R1K369G5AVDG Europe (Stockholm) s3-website.eu-north-1.amazonaws.com Z3BAZG2TWCNX0D South America (São Paulo) s3-website-sa-east-1.amazonaws.com Z7KQH4QJS55SO """

[ "laljitsuri@Laljits-MBP.gateway" ]

laljitsuri@Laljits-MBP.gateway

d7517cc559d493e81faded85998b3172c1f09add

81d5c8c65dd14ba5fddcdc505488f13455783170

/twitter/migrations/0002_auto_20190531_1819.py

16c1152732c366f6179fa1dca8a5c2a0a6f4db0f

[]

no_license

piotr-kalemba/Twitter-like-application

59df861d376bf82d27eef7afc2ea884ed994b293

54a42257af2e3e4377f5c4e75f745a46a5800960

refs/heads/master

2023-04-27T23:22:16.621360

2019-11-02T21:50:19

188,399,382

0

null

2023-04-21T20:33:53

2019-05-24T10:04:52

Python

UTF-8

Python

false

362

py

# Generated by Django 2.2 on 2019-05-31 18:19 from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('twitter', '0001_initial'), ] operations = [ migrations.AlterField( model_name='message', name='content', field=models.TextField(), ), ]

[ "piotr-kalemba@wp.pl" ]

piotr-kalemba@wp.pl

16c21992bf99fa3963ed35d0efe19c8a269d4555

76c2792ba72ad946ae112b34b6d0e937c4a256df

/nuclei_segmentation/generate_annotation.py

787f3b51506ee73eace0da6ce5755ad6f48f8d1b

[]

no_license

journeadrien/autoscoring_centrioles

e12b25e8198dcb04b651e9a8fedf5a9599b8f00e

e32dcb654b3f63ff0776d843abc2662394bbdeac

refs/heads/master

2023-06-03T18:37:33.735517

2021-06-21T15:09:55

286,437,186

0

null

UTF-8

Python

false

9,619

py

# -*- coding: utf-8 -*- """ Created on Sun May 3 19:16:21 2020 @author: journe """ import numpy as np import os import utils import os.path as op import cv2 from skimage.io import imsave from tqdm import tqdm from skimage.measure import regionprops import matplotlib.pyplot as plt factor = {'DAPI':1, 'GFP':1.5, 'RFP':1.5, 'Cy5':1.5} def transform(image,channel,max_): image = (image.astype('float32')/max_[channel])*factor[channel] image[image>1.] = 1. image[image<0.] = 0. return image.astype('float32') def transform1(image,mean): image = image.astype('float32') / mean return image.astype('float32') def div_max(image): max_ = max(image.max(),1*image.mean()) if max_ != 0: image = image / max_ image[image < 0] = 0 image[image > 1]= 1 return image.astype('float32') def div_max_channel(image): for i in range(image.shape[-1]): image[:,:,i] = image[:,:,i] / image[:,:,i].max() return image.astype('float32') def resize_label(label,shape): nb_label = label.max() labels = [] for l in range(1,nb_label+1): label_resize = resize_image2((label == l).astype(np.uint8),shape) label_resize = (label_resize>0.5).astype(np.uint8) labels.append(label_resize * l) return np.max(labels,0) def resize_image2(image, shape): # Default window (y1, x1, y2, x2) and default scale == 1. h, w = image.shape[:2] scale = 1 min_dim = min(shape) max_dim = max(shape) # Scale? if min_dim: # Scale up but not down scale = max(1, min_dim / min(h, w)) # Does it exceed max dim? if max_dim: image_max = max(h, w) if round(image_max * scale) > max_dim: scale = max_dim / image_max # Resize image and mask if scale != 1: image = cv2.resize( image, (round(w * scale),round(h * scale)),interpolation=cv2.INTER_CUBIC) return image class DatasetAnnotation: def __init__(self,image,nuclei_label,cell_label): self.t_shape = (300,300) self.nuclei_label = nuclei_label self.cell_label = cell_label self.nb_cells = self.cell_label.max() self.image = image self.i_shape=self.image.shape self.centroid = [[int(y) for y in x['centroid']] for x in regionprops(nuclei_label)] def __len__(self): return self.nb_cells def __getitem__(self, idx): cell_id = idx+1 x_c,y_c = self.centroid[idx] w = 120 if x_c < w or y_c < w or x_c>2048-w or y_c>2048-w: return None w = int(self.t_shape[0] /2) pad_r = max(0,w-x_c) pad_l = max(0,(x_c+w)-self.i_shape[0]) pad_t = max(0,w-y_c) pad_b = max(0,(y_c+w)-self.i_shape[1]) xmin = int(max(0,x_c-w)) ymin = int(max(0,y_c-w)) xmax = int(min(2048,x_c+w)) ymax = int(min(2048,y_c+w)) img = self.image[xmin:xmax,ymin:ymax,...].copy() mask = self.cell_label[xmin:xmax,ymin:ymax] img[mask != cell_id,...] = 0 img = np.pad(img,((pad_r, pad_l),(pad_t, pad_b),(0,0))) return img # return torch.from_numpy(image), torch.FloatTensor(boxes), torch.LongTensor(labels), torch.ByteTensor(difficulties) class Dataset: def __init__(self,image,nuclei_label,cell_label): self.t_shape = (300,300) self.nuclei_label = nuclei_label self.cell_label = cell_label self.nb_cells = self.cell_label.max() print(image[nuclei_label == 0,...].mean()) self.image = image self.i_shape=self.image.shape self.centroid = [[int(y) for y in x['centroid']] for x in regionprops(nuclei_label)] def __len__(self): return self.nb_cells def __getitem__(self, idx): cell_id = idx+1 x_c,y_c = self.centroid[idx] w = 120 if x_c < w or y_c < w or x_c>2048-w or y_c>2048-w: return None w = int(self.t_shape[0] /2) pad_r = max(0,w-x_c) pad_l = max(0,(x_c+w)-self.i_shape[0]) pad_t = max(0,w-y_c) pad_b = max(0,(y_c+w)-self.i_shape[1]) xmin = int(max(0,x_c-w)) ymin = int(max(0,y_c-w)) xmax = int(min(2048,x_c+w)) ymax = int(min(2048,y_c+w)) img = self.image[xmin:xmax,ymin:ymax,...].copy() mask = self.cell_label[xmin:xmax,ymin:ymax] img[mask != cell_id,...] = 0 img = np.pad(img,((pad_r, pad_l),(pad_t, pad_b),(0,0))) return (img * (2**8-1)).astype(np.uint8) class ConcatDataset: def __init__(self,datasets): self.datasets = datasets def __len__(self): return self.datasets[0].__len__() def __getitem__(self,idx): i = [dataset.__getitem__(idx) for dataset in self.datasets] if i[0] is None: return None return (np.concatenate([np.concatenate(i[:2],1),np.concatenate(i[2:],1)])*(2**8-1)).astype(np.uint8) # def load_image(self,path_image,zstack = range(18,50)): # img_DAPI = utils.get_images(path_image,'DAPI',zstack,'GRAY') # img_RFP = utils.get_images(path_image,'RFP',zstack,'GRAY') # img_GFP = utils.get_images(path_image,'GFP',zstack,'GRAY') # img_Cy5 = utils.get_images(path_image,'Cy5',zstack,'GRAY') # print(img_DAPI.dtype) # return np.array([np.max(img_DAPI, axis=0),np.std(img_DAPI, axis=0),np.max(img_RFP,axis = 0),np.std(img_RFP, axis=0)]).astype(np.uint16) if __name__ == '__main__': j = 0 mode = 'training' print('Starting Centriole Detection') data_path="E:\\Adrien\\data\\Experiment\\RPE1wt_CEP63+Cyclin-PCNA+PCNT_1" annotation_path="E:\\Adrien\\data\\Annotation\\RPE1wt_CEP63+Cyclin-PCNA+PCNT_1" cycle_phase_folder = "E:\\Adrien\\data\\dataset\\cycle_phase" classes_lst = ['G1','S','G2','M','bad'] # with open(op.join(cycle_phase_folder,'classes.txt'),'w+') as f: # f.write('\n'.join(classes_lst)) ir = utils.Image_Reader(data_path) channels = ['DAPI'] if mode == 'training' else ir.meta_channel.keys() max_image = {channel : {} for channel in channels} std_image = {channel : {} for channel in channels} mean_image = {channel : {} for channel in channels} label_nuclei_dict = {} label_cell_dict = {} positions =list(ir.pos.keys()) mean_background = {} for pos in tqdm(positions): label_nuclei = cv2.imread(op.join(annotation_path,pos,'mask_nuclei.png'),0) label_nuclei = resize_label(label_nuclei,(2048,2048)) label_cell = cv2.imread(op.join(annotation_path,pos,'mask_cell.png'),0) label_cell = resize_label(label_cell,(2048,2048)) label_nuclei_dict[pos] = label_nuclei label_cell_dict[pos] = label_cell for channel in channels: img_channel = ir.get_image(pos,channel) max_image[channel][pos] = np.max(img_channel,0) std_image[channel][pos] = np.std(img_channel,0) mean_image[channel][pos] = np.mean(img_channel,0) if channel == 'DAPI': mean_background[pos] = img_channel[:,label_nuclei == 0].mean() max_image = {channel : {pos: transform1(x,mean_background[pos]) for pos, x in images.items()} for channel, images in max_image.items()} std_image = {channel : {pos: transform1(x,mean_background[pos]) for pos, x in images.items()} for channel, images in std_image.items()} mean_image = {channel : {pos: transform1(x,mean_background[pos]) for pos, x in images.items()} for channel, images in mean_image.items()} max_max = {channel: np.max(list(x.values())) for channel, x in max_image.items()} max_std = {channel: np.max(list(x.values())) for channel, x in std_image.items()} max_mean = {channel: np.max(list(x.values())) for channel, x in mean_image.items()} max_image = {channel : {pos: transform(x,channel,max_max) for pos, x in images.items()} for channel, images in max_image.items()} std_image = {channel : {pos: transform(x,channel,max_std) for pos, x in images.items()} for channel, images in std_image.items()} mean_image = {channel : {pos: transform(x,channel,max_mean) for pos, x in images.items()} for channel, images in mean_image.items()} for pos in tqdm(positions): label_nuclei = label_nuclei_dict[pos] label_cell = label_cell_dict[pos] if mode == 'training': concatdataset = Dataset(np.moveaxis(np.array([max_image['DAPI'][pos],mean_image['DAPI'][pos],std_image['DAPI'][pos]]),0,-1),label_nuclei,label_cell) else: d1 = DatasetAnnotation(np.stack([max_image['DAPI'][pos]]*3,axis = -1),label_nuclei,label_cell) d2 = DatasetAnnotation(np.stack([std_image['DAPI'][pos]]*3,axis = -1),label_nuclei,label_cell) d3 = DatasetAnnotation(np.moveaxis(np.array([max_image[channel][pos] for channel in ['GFP','RFP','Cy5']]),0,-1),label_nuclei,label_cell) d4 = DatasetAnnotation(np.moveaxis(np.array([std_image[channel][pos] for channel in ['GFP','RFP','Cy5']]),0,-1),label_nuclei,label_cell) concatdataset = ConcatDataset([d1,d2,d3,d4]) for image in concatdataset: if image is None: continue if mode == 'training': imsave(op.join(cycle_phase_folder,str(j)+'.png'),image) else: cv2.imwrite(op.join(cycle_phase_folder,str(j)+'.png'),image) # with open(op.join(cycle_phase_folder,str(j)+'.txt'),'w+') as f: # f.write('0 0. 0. 0.01 0.01') j = j+1

[ "journe@intranet.epfl.ch" ]

journe@intranet.epfl.ch

5904178c9ca7077335bc997456f58b891cd2a079

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/flask1/to_aws.py

f3f67c6b6143ed6010f5ef4b963e82dbe760e8c4

[]

no_license

U48P/Lambda-Api

f3bb37ad2ee152177612a94cd20ce1df5ed741fc

54b86c6c1c565d576fd12ed6887afa9897beaee5

refs/heads/main

2023-08-22T19:15:49.445756

2021-09-22T11:44:04

409,143,161

0

null

UTF-8

Python

false

1,195

py

from flask import Flask, render_template, request import boto3 app = Flask(__name__) from werkzeug.utils import secure_filename #import key_config as keys s3 = boto3.client('s3', # aws_access_key_id=keys.ACCESS_KEY_ID, # aws_secret_access_key= keys.ACCESS_SECRET_KEY, aws_access_key_id="AKIAWL3JKJKBETB6DPPA", aws_secret_access_key= "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", #aws_session_token=keys.AWS_SESSION_TOKEN ) BUCKET_NAME='imagebucket-210921' @app.route('/') def home(): return render_template("index.html") @app.route('/upload',methods=['post']) def upload(): if request.method == 'POST': img = request.files['file'] if img: filename = secure_filename(img.filename) img.save(filename) s3.upload_file( Bucket = BUCKET_NAME, Filename=filename, Key = filename ) msg = "Upload Done ! " return render_template("index.html",msg =msg) if __name__ == "__main__": app.run(debug=True)

[ "noreply@github.com" ]

U48P.noreply@github.com

a7b7eca7d0f5c8233a6d51aca9502e1841d90194

e43030f5b3425cf36a58b032c58dc6b2c01dedc8

/mfdw_root/blog/urls.py

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[]

no_license

tomevans1122/First-Django-Site

ecc975b1680297b4ba01cc6131edcbc46e678354

8fe660caf4372dc93f585fb7628702860d376cbe

refs/heads/main

2023-04-30T09:09:33.640575

2021-05-20T09:04:07

369,140,816

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null

UTF-8

Python

false

388

py

from . import views from django.urls import path from .views import AboutPageView # new app_name = 'blog' urlpatterns = [ path('', views.PostList.as_view(), name='home'), #path('about/', AboutPageView.as_view(), name = 'about'), #path('<slug:slug>/', views.PostDetail.as_view(), name='post_detail'), path('<slug:slug>/', views.post_detail, name='post_detail') ]

[ "noreply@github.com" ]

tomevans1122.noreply@github.com

e02f4f80043187d9ca488b04dd1a68527e2c29f7

468176baa3169764c4fa9b2e44f90d470fa52673

/designator/publishers/migrations/0002_auto_20161117_1133.py

55b80aaf1b7894254a97c2239e56d1b29eeac199

[]

no_license

iesodias/jwdesignator

25f2e019db030d2c3e94b8063eadf78c6bfaa726

22d414657b56906e7d12d72be9f62ce40319f334

refs/heads/master

2021-01-19T00:54:37.086711

2016-11-17T15:09:12

73,286,546

0

null

UTF-8

Python

false

1,900

py

# -*- coding: utf-8 -*- # Generated by Django 1.10.3 on 2016-11-17 11:33 from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('publishers', '0001_initial'), ] operations = [ migrations.AlterModelOptions( name='publisher', options={'verbose_name': 'Publicador', 'verbose_name_plural': 'Publicadores'}, ), migrations.AlterField( model_name='publisher', name='address', field=models.CharField(max_length=100, verbose_name='endereço'), ), migrations.AlterField( model_name='publisher', name='car', field=models.CharField(max_length=30, verbose_name='carrinho'), ), migrations.AlterField( model_name='publisher', name='designation', field=models.CharField(max_length=30, verbose_name='designacao'), ), migrations.AlterField( model_name='publisher', name='email', field=models.EmailField(max_length=254, verbose_name='e-mail'), ), migrations.AlterField( model_name='publisher', name='gender', field=models.CharField(max_length=30, verbose_name='sexo'), ), migrations.AlterField( model_name='publisher', name='group', field=models.CharField(max_length=30, verbose_name='grupo'), ), migrations.AlterField( model_name='publisher', name='name', field=models.CharField(max_length=100, verbose_name='nome'), ), migrations.AlterField( model_name='publisher', name='phone', field=models.CharField(max_length=20, verbose_name='telefone'), ), ]

[ "iesodias@gmail.com" ]

iesodias@gmail.com

10f794876bff9222640ce92abb3e52e1013e1415

a9fe1b5c320cdef138ac4a942a8b741c7f27de7c

/LC1302-Deepest-Leaves-Sum.py

c6d72946df16cfe5c4125b05fb11adb0f535d37c

[]

no_license

kate-melnykova/LeetCode-solutions

a6bbb5845310ce082770bcb92ef6f6877962a8ee

ee8237b66975fb5584a3d68b311e762c0462c8aa

refs/heads/master

2023-06-28T06:35:33.342025

2021-07-30T06:59:31

325,106,033

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Python

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py

""" Given the root of a binary tree, return the sum of values of its deepest leaves. Example 1: Input: root = [1,2,3,4,5,null,6,7,null,null,null,null,8] Output: 15 Example 2: Input: root = [6,7,8,2,7,1,3,9,null,1,4,null,null,null,5] Output: 19 Constraints: (*) The number of nodes in the tree is in the range [1, 10^4]. (*) 1 <= Node.val <= 100 """ from TreeNode import TreeNode # Definition for a binary tree node. # class TreeNode: # def __init__(self, val=0, left=None, right=None): # self.val = val # self.left = left # self.right = right class Solution: def deepestLeavesSum(self, root: TreeNode) -> int: if root is None: return 0 level_new = [root, ] while level_new: level = list(level_new) level_new = list() for node in level: if node.left is not None: level_new.append(node.left) if node.right is not None: level_new.append(node.right) return sum(node.val for node in level) if __name__ == "__main__": import run_tests correct_answers = [ [[1,2,3,4,5,None,6,7,None,None,None,None,8], 15], [[6,7,8,2,7,1,3,9,None,1,4,None,None,None,5], 19] ] for i in range(len(correct_answers)): correct_answers[i][0] = TreeNode.to_treenode(correct_answers[i][0]) print(f"Running tests for deepestLeavesSum") run_tests.run_tests(Solution().deepestLeavesSum, correct_answers)

[ "forkatemelnikova@gmail.com" ]

forkatemelnikova@gmail.com

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/INSTRUCCIONES/UPDATE/expresion_insert.py

a333eac121e2d94c16d703e6392a89eef5bf24ef

[]

no_license

Juliocotzo/SQL_COMPI2

f564008e25a4843f24a06decf3da9f87b8a485c9

33f3f04e20175834e56b301970c369c2a382910e

refs/heads/main

2023-03-05T17:30:09.616071

2021-02-14T07:21:27

320,437,697

0

null

UTF-8

Python

false

2,130

py

from enum import Enum class TIPO_INSERT(Enum): CON_PARAMETROS = 1 SIN_PARAMETROS = 2 class OPERACION_RELACIONAL(Enum): MAYQUE = 1 MENQUE = 2 MAYIGQUE = 3 MENIGQUE = 4 DOBLEIGUAL = 5 NOIG = 6 DIFERENTE = 7 IGUAL = 8 class OPERACION_ARITMETICA(Enum): MAS = 1 MENOS = 2 ASTERISCO = 3 DIVIDIDO = 4 class TIPO_VALOR(Enum): IDENTIFICADOR = 1 NUMERO = 2 CADENA = 3 class ExpresionNumerica: ''' Esta clase representa una expresión numérica ''' class ExpresionIdentificador(ExpresionNumerica) : ''' Esta clase representa un identificador. ''' def __init__(self,etiqueta, id = "") : self.etiqueta = etiqueta self.id = id class ExpresionEntero(ExpresionNumerica) : ''' Esta clase representa una expresión numérica entera o decimal. ''' def __init__(self,etiqueta ,val = 0) : self.val = val self.etiqueta = etiqueta class ExpresionIdentificadorDoble(ExpresionNumerica) : def __init__(self, id = "", id1 = ""): self.id = id self.id1 = id1 class ExpresionBinaria(ExpresionNumerica) : ''' Esta clase representa la Expresión Aritmética Binaria. Esta clase recibe los operandos y el operador ''' def __init__(self, exp1, exp2, operador) : self.exp1 = exp1 self.exp2 = exp2 self.operador = operador class ExpresionRelacional() : ''' Esta clase representa la expresión lógica. Esta clase recibe los operandos y el operador ''' def __init__(self, exp1, exp2, operador) : self.exp1 = exp1 self.exp2 = exp2 self.operador = operador class ExpresionCadena : ''' Esta clase representa una Expresión de tipo cadena. ''' class ExpresionComillaSimple(ExpresionCadena) : ''' Esta clase representa una cadena entre comillas doble. Recibe como parámetro el valor del token procesado por el analizador léxico ''' def __init__(self, etiqueta,val): self.val = val self.etiqueta = etiqueta

[ "Juliocotzo11@gmail.com" ]

Juliocotzo11@gmail.com

f3e3df18459f25016b7a178b64b5e52b4c0ee2b4

23b0cb36ba16017d5b9670bdf1ebef1cc36f1cc9

/python/samples/tthAnalyzeSamples_2017_base.py

a62be3e928abe455fbce2172aa41fac127eb3e6d

[]

no_license

HEP-KBFI/tth-htt

9d51b5ef087e62d491e88e387ecd824300552f64

f95c39d6841058a5d1e36d5a0f806c6d6833952a

refs/heads/master

2023-04-28T16:17:31.030396

2023-04-24T17:35:09

45,119,990

3

19

null

2022-11-29T12:05:30

2015-10-28T14:58:26

Python

UTF-8

Python

false

3,791,195

py

from collections import OrderedDict as OD # file generated at 2021-04-23 14:08:59 with the following command: # create_dictionary.py -m python/samples/metaDict_2017.py -p python/samples/sampleLocations_2017.txt -N samples_2017 -E 2017 -o python/samples -g tthAnalyzeSamples_2017_base.py -M samples_2017 = OD() samples_2017["/SingleElectron/Run2017B-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleElectron_Run2017B_31Mar2018_v1"), ("nof_files", 29), ("nof_db_files", 499), ("nof_events", { }), ("nof_tree_events", 56501676), ("nof_db_events", 60537490), ("fsize_local", 27382012570), # 27.38GB, avg file size 944.21MB ("fsize_db", 1791096960075), # 1.79TB, avg file size 3.59GB ("use_it", True), ("triggers", ['1e', '1e1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleElectron_Run2017B_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele32_WPTight_Gsf", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu3_PFJet40", ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon25_Jpsi", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve35_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_FullTrack_Multiplicity105", "HLT_FullTrack_Multiplicity135", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT300PT30_QuadJet_75_60_45_40", "HLT_HT300PT30_QuadJet_75_60_45_40_TripeCSV_p07", "HLT_HT450_Beamspot", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_L1FatEvents", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_MediumChargedIsoPFTau100HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu17", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu27", "HLT_Mu30_TkMu0_Onia", "HLT_Mu50", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT350", "HLT_PFHT370", "HLT_PFHT380_SixJet32_DoubleBTagCSV_p075", "HLT_PFHT430", "HLT_PFHT430_SixJet40_BTagCSV_p080", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Random", "HLT_Trimuon2_Upsilon5_Muon", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/SingleElectron/Run2017C-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleElectron_Run2017C_31Mar2018_v1"), ("nof_files", 64), ("nof_db_files", 1179), ("nof_events", { }), ("nof_tree_events", 127361546), ("nof_db_events", 136637888), ("fsize_local", 71122902911), # 71.12GB, avg file size 1.11GB ("fsize_db", 4198024157433), # 4.20TB, avg file size 3.56GB ("use_it", True), ("triggers", ['1e', '1e1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleElectron_Run2017C_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_HFCleaned", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET120_PFMHT120_IDTight_PFHT60_HFCleaned", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_HFCleaned", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_HFCleaned", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10_Charge1", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/SingleElectron/Run2017D-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleElectron_Run2017D_31Mar2018_v1"), ("nof_files", 26), ("nof_db_files", 448), ("nof_events", { }), ("nof_tree_events", 50610320), ("nof_db_events", 51526710), ("fsize_local", 28007144931), # 28.01GB, avg file size 1.08GB ("fsize_db", 1551689557804), # 1.55TB, avg file size 3.46GB ("use_it", True), ("triggers", ['1e', '1e1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleElectron_Run2017D_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/SingleElectron/Run2017E-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleElectron_Run2017E_31Mar2018_v1"), ("nof_files", 50), ("nof_db_files", 1054), ("nof_events", { }), ("nof_tree_events", 100205122), ("nof_db_events", 102121689), ("fsize_local", 57045198336), # 57.05GB, avg file size 1.14GB ("fsize_db", 3472568613831), # 3.47TB, avg file size 3.29GB ("use_it", True), ("triggers", ['1e', '1e1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleElectron_Run2017E_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/SingleElectron/Run2017F-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleElectron_Run2017F_31Mar2018_v1"), ("nof_files", 64), ("nof_db_files", 1351), ("nof_events", { }), ("nof_tree_events", 126059593), ("nof_db_events", 128467223), ("fsize_local", 73039390754), # 73.04GB, avg file size 1.14GB ("fsize_db", 4488676859926), # 4.49TB, avg file size 3.32GB ("use_it", True), ("triggers", ['1e', '1e1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleElectron_Run2017F_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet330_PFAK8BTagCSV_p1", "HLT_AK8PFJet330_PFAK8BTagCSV_p17", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", "HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi", "HLT_DoubleMu3_DCA_PFMET50_PFMHT60", "HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_TkMu_DsTau3Mu", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele15_WPLoose_Gsf", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele17_WPLoose_Gsf", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu27_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1_DoubleJet30_Mass_Min400_Mu10", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu18_Mu9", "HLT_Mu18_Mu9_DZ", "HLT_Mu18_Mu9_SameSign", "HLT_Mu18_Mu9_SameSign_DZ", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_Mu10", "HLT_Mu20_Mu10_DZ", "HLT_Mu20_Mu10_SameSign", "HLT_Mu20_Mu10_SameSign_DZ", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_Mu12", "HLT_Mu23_Mu12_DZ", "HLT_Mu23_Mu12_SameSign", "HLT_Mu23_Mu12_SameSign_DZ", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET100_PFMHT100_IDTight_PFHT60", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon20", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_QuadPFJet103_88_75_15", "HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet105_88_76_15", "HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet111_90_80_15", "HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet98_83_71_15", "HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DCA", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_Beamspot", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/SingleMuon/Run2017B-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleMuon_Run2017B_31Mar2018_v1"), ("nof_files", 65), ("nof_db_files", 1059), ("nof_events", { }), ("nof_tree_events", 128496874), ("nof_db_events", 136300266), ("fsize_local", 57261605279), # 57.26GB, avg file size 880.95MB ("fsize_db", 3650463521822), # 3.65TB, avg file size 3.45GB ("use_it", True), ("triggers", ['1mu', '1mu1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleMuon_Run2017B_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele32_WPTight_Gsf", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu3_PFJet40", ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon25_Jpsi", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve35_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_FullTrack_Multiplicity105", "HLT_FullTrack_Multiplicity135", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT300PT30_QuadJet_75_60_45_40", "HLT_HT300PT30_QuadJet_75_60_45_40_TripeCSV_p07", "HLT_HT450_Beamspot", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_L1FatEvents", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_MediumChargedIsoPFTau100HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu17", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu27", "HLT_Mu30_TkMu0_Onia", "HLT_Mu50", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT350", "HLT_PFHT370", "HLT_PFHT380_SixJet32_DoubleBTagCSV_p075", "HLT_PFHT430", "HLT_PFHT430_SixJet40_BTagCSV_p080", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Random", "HLT_Trimuon2_Upsilon5_Muon", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/SingleMuon/Run2017C-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleMuon_Run2017C_31Mar2018_v1"), ("nof_files", 77), ("nof_db_files", 1248), ("nof_events", { }), ("nof_tree_events", 154633551), ("nof_db_events", 165652756), ("fsize_local", 80133788335), # 80.13GB, avg file size 1.04GB ("fsize_db", 4578913820228), # 4.58TB, avg file size 3.67GB ("use_it", True), ("triggers", ['1mu', '1mu1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleMuon_Run2017C_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_HFCleaned", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET120_PFMHT120_IDTight_PFHT60_HFCleaned", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_HFCleaned", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_HFCleaned", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10_Charge1", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/SingleMuon/Run2017D-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleMuon_Run2017D_31Mar2018_v1"), ("nof_files", 35), ("nof_db_files", 607), ("nof_events", { }), ("nof_tree_events", 69031074), ("nof_db_events", 70361660), ("fsize_local", 35890538075), # 35.89GB, avg file size 1.03GB ("fsize_db", 1920098801002), # 1.92TB, avg file size 3.16GB ("use_it", True), ("triggers", ['1mu', '1mu1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleMuon_Run2017D_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/SingleMuon/Run2017E-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleMuon_Run2017E_31Mar2018_v1"), ("nof_files", 77), ("nof_db_files", 1523), ("nof_events", { }), ("nof_tree_events", 151713898), ("nof_db_events", 154630534), ("fsize_local", 80161785657), # 80.16GB, avg file size 1.04GB ("fsize_db", 4902457537015), # 4.90TB, avg file size 3.22GB ("use_it", True), ("triggers", ['1mu', '1mu1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleMuon_Run2017E_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/SingleMuon/Run2017F-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "SingleMuon_Run2017F_31Mar2018_v1"), ("nof_files", 120), ("nof_db_files", 2435), ("nof_events", { }), ("nof_tree_events", 235937214), ("nof_db_events", 242135500), ("fsize_local", 124282387764), # 124.28GB, avg file size 1.04GB ("fsize_db", 7833216217809), # 7.83TB, avg file size 3.22GB ("use_it", True), ("triggers", ['1mu', '1mu1tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/SingleMuon_Run2017F_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet330_PFAK8BTagCSV_p1", "HLT_AK8PFJet330_PFAK8BTagCSV_p17", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", "HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi", "HLT_DoubleMu3_DCA_PFMET50_PFMHT60", "HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_TkMu_DsTau3Mu", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele15_WPLoose_Gsf", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele17_WPLoose_Gsf", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu27_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1_DoubleJet30_Mass_Min400_Mu10", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu18_Mu9", "HLT_Mu18_Mu9_DZ", "HLT_Mu18_Mu9_SameSign", "HLT_Mu18_Mu9_SameSign_DZ", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_Mu10", "HLT_Mu20_Mu10_DZ", "HLT_Mu20_Mu10_SameSign", "HLT_Mu20_Mu10_SameSign_DZ", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_Mu12", "HLT_Mu23_Mu12_DZ", "HLT_Mu23_Mu12_SameSign", "HLT_Mu23_Mu12_SameSign_DZ", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET100_PFMHT100_IDTight_PFHT60", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon20", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_QuadPFJet103_88_75_15", "HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet105_88_76_15", "HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet111_90_80_15", "HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet98_83_71_15", "HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DCA", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_Beamspot", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/DoubleEG/Run2017B-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleEG_Run2017B_31Mar2018_v1"), ("nof_files", 28), ("nof_db_files", 578), ("nof_events", { }), ("nof_tree_events", 54125900), ("nof_db_events", 58088760), ("fsize_local", 31095050041), # 31.10GB, avg file size 1.11GB ("fsize_db", 1946674557955), # 1.95TB, avg file size 3.37GB ("use_it", True), ("triggers", ['2e', '3e']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleEG_Run2017B_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele32_WPTight_Gsf", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu3_PFJet40", ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon25_Jpsi", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve35_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_FullTrack_Multiplicity105", "HLT_FullTrack_Multiplicity135", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT300PT30_QuadJet_75_60_45_40", "HLT_HT300PT30_QuadJet_75_60_45_40_TripeCSV_p07", "HLT_HT450_Beamspot", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_L1FatEvents", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_MediumChargedIsoPFTau100HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu17", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu27", "HLT_Mu30_TkMu0_Onia", "HLT_Mu50", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT350", "HLT_PFHT370", "HLT_PFHT380_SixJet32_DoubleBTagCSV_p075", "HLT_PFHT430", "HLT_PFHT430_SixJet40_BTagCSV_p080", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Random", "HLT_Trimuon2_Upsilon5_Muon", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/DoubleEG/Run2017C-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleEG_Run2017C_31Mar2018_v1"), ("nof_files", 30), ("nof_db_files", 682), ("nof_events", { }), ("nof_tree_events", 60063430), ("nof_db_events", 65181125), ("fsize_local", 35680413875), # 35.68GB, avg file size 1.19GB ("fsize_db", 2194501360366), # 2.19TB, avg file size 3.22GB ("use_it", True), ("triggers", ['2e', '3e']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleEG_Run2017C_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_HFCleaned", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET120_PFMHT120_IDTight_PFHT60_HFCleaned", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_HFCleaned", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_HFCleaned", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10_Charge1", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/DoubleEG/Run2017D-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleEG_Run2017D_31Mar2018_v1"), ("nof_files", 13), ("nof_db_files", 250), ("nof_events", { }), ("nof_tree_events", 25209987), ("nof_db_events", 25911432), ("fsize_local", 15401214450), # 15.40GB, avg file size 1.18GB ("fsize_db", 847686026577), # 847.69GB, avg file size 3.39GB ("use_it", True), ("triggers", ['2e', '3e']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleEG_Run2017D_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/DoubleEG/Run2017E-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleEG_Run2017E_31Mar2018_v1"), ("nof_files", 28), ("nof_db_files", 661), ("nof_events", { }), ("nof_tree_events", 54624312), ("nof_db_events", 56235775), ("fsize_local", 34222122771), # 34.22GB, avg file size 1.22GB ("fsize_db", 2098322717194), # 2.10TB, avg file size 3.17GB ("use_it", True), ("triggers", ['2e', '3e']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleEG_Run2017E_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/DoubleEG/Run2017F-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleEG_Run2017F_31Mar2018_v1"), ("nof_files", 37), ("nof_db_files", 867), ("nof_events", { }), ("nof_tree_events", 72430490), ("nof_db_events", 74344288), ("fsize_local", 45729475316), # 45.73GB, avg file size 1.24GB ("fsize_db", 2845703836290), # 2.85TB, avg file size 3.28GB ("use_it", True), ("triggers", ['2e', '3e']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleEG_Run2017F_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet330_PFAK8BTagCSV_p1", "HLT_AK8PFJet330_PFAK8BTagCSV_p17", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", "HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi", "HLT_DoubleMu3_DCA_PFMET50_PFMHT60", "HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_TkMu_DsTau3Mu", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele15_WPLoose_Gsf", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele17_WPLoose_Gsf", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu27_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1_DoubleJet30_Mass_Min400_Mu10", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu18_Mu9", "HLT_Mu18_Mu9_DZ", "HLT_Mu18_Mu9_SameSign", "HLT_Mu18_Mu9_SameSign_DZ", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_Mu10", "HLT_Mu20_Mu10_DZ", "HLT_Mu20_Mu10_SameSign", "HLT_Mu20_Mu10_SameSign_DZ", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_Mu12", "HLT_Mu23_Mu12_DZ", "HLT_Mu23_Mu12_SameSign", "HLT_Mu23_Mu12_SameSign_DZ", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET100_PFMHT100_IDTight_PFHT60", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon20", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_QuadPFJet103_88_75_15", "HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet105_88_76_15", "HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet111_90_80_15", "HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet98_83_71_15", "HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DCA", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_Beamspot", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/DoubleMuon/Run2017B-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleMuon_Run2017B_31Mar2018_v1"), ("nof_files", 7), ("nof_db_files", 119), ("nof_events", { }), ("nof_tree_events", 13572040), ("nof_db_events", 14501767), ("fsize_local", 7179464979), # 7.18GB, avg file size 1.03GB ("fsize_db", 424924211171), # 424.92GB, avg file size 3.57GB ("use_it", True), ("triggers", ['2mu', '3mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleMuon_Run2017B_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele32_WPTight_Gsf", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu3_PFJet40", ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon25_Jpsi", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve35_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_FullTrack_Multiplicity105", "HLT_FullTrack_Multiplicity135", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT300PT30_QuadJet_75_60_45_40", "HLT_HT300PT30_QuadJet_75_60_45_40_TripeCSV_p07", "HLT_HT450_Beamspot", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_L1FatEvents", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_MediumChargedIsoPFTau100HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu17", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu27", "HLT_Mu30_TkMu0_Onia", "HLT_Mu50", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT350", "HLT_PFHT370", "HLT_PFHT380_SixJet32_DoubleBTagCSV_p075", "HLT_PFHT430", "HLT_PFHT430_SixJet40_BTagCSV_p080", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Random", "HLT_Trimuon2_Upsilon5_Muon", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/DoubleMuon/Run2017C-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleMuon_Run2017C_31Mar2018_v1"), ("nof_files", 23), ("nof_db_files", 463), ("nof_events", { }), ("nof_tree_events", 46273101), ("nof_db_events", 49636525), ("fsize_local", 26583482253), # 26.58GB, avg file size 1.16GB ("fsize_db", 1471738797571), # 1.47TB, avg file size 3.18GB ("use_it", True), ("triggers", ['2mu', '3mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleMuon_Run2017C_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_HFCleaned", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET120_PFMHT120_IDTight_PFHT60_HFCleaned", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_HFCleaned", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_HFCleaned", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10_Charge1", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/DoubleMuon/Run2017D-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleMuon_Run2017D_31Mar2018_v1"), ("nof_files", 12), ("nof_db_files", 223), ("nof_events", { }), ("nof_tree_events", 22646081), ("nof_db_events", 23075733), ("fsize_local", 13042711636), # 13.04GB, avg file size 1.09GB ("fsize_db", 683921495388), # 683.92GB, avg file size 3.07GB ("use_it", True), ("triggers", ['2mu', '3mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleMuon_Run2017D_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/DoubleMuon/Run2017E-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleMuon_Run2017E_31Mar2018_v1"), ("nof_files", 25), ("nof_db_files", 574), ("nof_events", { }), ("nof_tree_events", 50596536), ("nof_db_events", 51589091), ("fsize_local", 29242698345), # 29.24GB, avg file size 1.17GB ("fsize_db", 1788420451830), # 1.79TB, avg file size 3.12GB ("use_it", True), ("triggers", ['2mu', '3mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleMuon_Run2017E_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/DoubleMuon/Run2017F-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "DoubleMuon_Run2017F_31Mar2018_v1"), ("nof_files", 39), ("nof_db_files", 847), ("nof_events", { }), ("nof_tree_events", 75300854), ("nof_db_events", 79756560), ("fsize_local", 42812136691), # 42.81GB, avg file size 1.10GB ("fsize_db", 2739302963269), # 2.74TB, avg file size 3.23GB ("use_it", True), ("triggers", ['2mu', '3mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/DoubleMuon_Run2017F_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet330_PFAK8BTagCSV_p1", "HLT_AK8PFJet330_PFAK8BTagCSV_p17", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", "HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi", "HLT_DoubleMu3_DCA_PFMET50_PFMHT60", "HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_TkMu_DsTau3Mu", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele15_WPLoose_Gsf", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele17_WPLoose_Gsf", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu27_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1_DoubleJet30_Mass_Min400_Mu10", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu18_Mu9", "HLT_Mu18_Mu9_DZ", "HLT_Mu18_Mu9_SameSign", "HLT_Mu18_Mu9_SameSign_DZ", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_Mu10", "HLT_Mu20_Mu10_DZ", "HLT_Mu20_Mu10_SameSign", "HLT_Mu20_Mu10_SameSign_DZ", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_Mu12", "HLT_Mu23_Mu12_DZ", "HLT_Mu23_Mu12_SameSign", "HLT_Mu23_Mu12_SameSign_DZ", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET100_PFMHT100_IDTight_PFHT60", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon20", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_QuadPFJet103_88_75_15", "HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet105_88_76_15", "HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet111_90_80_15", "HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet98_83_71_15", "HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DCA", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_Beamspot", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/MuonEG/Run2017B-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "MuonEG_Run2017B_31Mar2018_v1"), ("nof_files", 3), ("nof_db_files", 48), ("nof_events", { }), ("nof_tree_events", 4153318), ("nof_db_events", 4453465), ("fsize_local", 2643309990), # 2.64GB, avg file size 881.10MB ("fsize_db", 151287246815), # 151.29GB, avg file size 3.15GB ("use_it", True), ("triggers", ['1e1mu', '2e1mu', '1e2mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/MuonEG_Run2017B_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele32_WPTight_Gsf", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu3_PFJet40", ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon25_Jpsi", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve35_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_FullTrack_Multiplicity105", "HLT_FullTrack_Multiplicity135", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT300PT30_QuadJet_75_60_45_40", "HLT_HT300PT30_QuadJet_75_60_45_40_TripeCSV_p07", "HLT_HT450_Beamspot", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_L1FatEvents", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_MediumChargedIsoPFTau100HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu17", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu27", "HLT_Mu30_TkMu0_Onia", "HLT_Mu50", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT350", "HLT_PFHT370", "HLT_PFHT380_SixJet32_DoubleBTagCSV_p075", "HLT_PFHT430", "HLT_PFHT430_SixJet40_BTagCSV_p080", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Random", "HLT_Trimuon2_Upsilon5_Muon", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/MuonEG/Run2017C-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "MuonEG_Run2017C_31Mar2018_v1"), ("nof_files", 8), ("nof_db_files", 158), ("nof_events", { }), ("nof_tree_events", 14579589), ("nof_db_events", 15595214), ("fsize_local", 10358190593), # 10.36GB, avg file size 1.29GB ("fsize_db", 545138938415), # 545.14GB, avg file size 3.45GB ("use_it", True), ("triggers", ['1e1mu', '2e1mu', '1e2mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/MuonEG_Run2017C_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_HFCleaned", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET120_PFMHT120_IDTight_PFHT60_HFCleaned", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_HFCleaned", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_HFCleaned", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10_Charge1", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/MuonEG/Run2017D-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "MuonEG_Run2017D_31Mar2018_v1"), ("nof_files", 5), ("nof_db_files", 92), ("nof_events", { }), ("nof_tree_events", 9012928), ("nof_db_events", 9164365), ("fsize_local", 6443838149), # 6.44GB, avg file size 1.29GB ("fsize_db", 316739663431), # 316.74GB, avg file size 3.44GB ("use_it", True), ("triggers", ['1e1mu', '2e1mu', '1e2mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/MuonEG_Run2017D_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/MuonEG/Run2017E-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "MuonEG_Run2017E_31Mar2018_v1"), ("nof_files", 10), ("nof_db_files", 242), ("nof_events", { }), ("nof_tree_events", 18703362), ("nof_db_events", 19043421), ("fsize_local", 13482663890), # 13.48GB, avg file size 1.35GB ("fsize_db", 739577492849), # 739.58GB, avg file size 3.06GB ("use_it", True), ("triggers", ['1e1mu', '2e1mu', '1e2mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/MuonEG_Run2017E_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/MuonEG/Run2017F-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "MuonEG_Run2017F_31Mar2018_v1"), ("nof_files", 13), ("nof_db_files", 315), ("nof_events", { }), ("nof_tree_events", 25342217), ("nof_db_events", 25776363), ("fsize_local", 18321785022), # 18.32GB, avg file size 1.41GB ("fsize_db", 1017624289576), # 1.02TB, avg file size 3.23GB ("use_it", True), ("triggers", ['1e1mu', '2e1mu', '1e2mu']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/MuonEG_Run2017F_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet330_PFAK8BTagCSV_p1", "HLT_AK8PFJet330_PFAK8BTagCSV_p17", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", "HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi", "HLT_DoubleMu3_DCA_PFMET50_PFMHT60", "HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_TkMu_DsTau3Mu", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele15_WPLoose_Gsf", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele17_WPLoose_Gsf", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu27_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1_DoubleJet30_Mass_Min400_Mu10", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu18_Mu9", "HLT_Mu18_Mu9_DZ", "HLT_Mu18_Mu9_SameSign", "HLT_Mu18_Mu9_SameSign_DZ", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_Mu10", "HLT_Mu20_Mu10_DZ", "HLT_Mu20_Mu10_SameSign", "HLT_Mu20_Mu10_SameSign_DZ", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_Mu12", "HLT_Mu23_Mu12_DZ", "HLT_Mu23_Mu12_SameSign", "HLT_Mu23_Mu12_SameSign_DZ", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET100_PFMHT100_IDTight_PFHT60", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon20", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon50_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3_PFMET50", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ300DEta3", "HLT_Photon75_R9Id90_HE10_IsoM_EBOnly_PFJetsMJJ600DEta3", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_QuadPFJet103_88_75_15", "HLT_QuadPFJet103_88_75_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet103_88_75_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet105_88_76_15", "HLT_QuadPFJet105_88_76_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet105_90_76_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet111_90_80_15", "HLT_QuadPFJet111_90_80_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet111_90_80_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_QuadPFJet98_83_71_15", "HLT_QuadPFJet98_83_71_15_BTagCSV_p013_VBF2", "HLT_QuadPFJet98_83_71_15_DoubleBTagCSV_p013_p08_VBF1", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TrimuonOpen_5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DCA", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_Beamspot", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/Tau/Run2017B-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "Tau_Run2017B_31Mar2018_v1"), ("nof_files", 18), ("nof_db_files", 321), ("nof_events", { }), ("nof_tree_events", 35638453), ("nof_db_events", 38158216), ("fsize_local", 26872762623), # 26.87GB, avg file size 1.49GB ("fsize_db", 1187014116504), # 1.19TB, avg file size 3.70GB ("use_it", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/Tau_Run2017B_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele32_WPTight_Gsf", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu3_PFJet40", ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon25_Jpsi", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve35_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_FullTrack_Multiplicity105", "HLT_FullTrack_Multiplicity135", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT300PT30_QuadJet_75_60_45_40", "HLT_HT300PT30_QuadJet_75_60_45_40_TripeCSV_p07", "HLT_HT450_Beamspot", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_L1FatEvents", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_MediumChargedIsoPFTau100HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu17", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu27", "HLT_Mu30_TkMu0_Onia", "HLT_Mu50", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT350", "HLT_PFHT370", "HLT_PFHT380_SixJet32_DoubleBTagCSV_p075", "HLT_PFHT430", "HLT_PFHT430_SixJet40_BTagCSV_p080", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Random", "HLT_Trimuon2_Upsilon5_Muon", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/Tau/Run2017C-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "Tau_Run2017C_31Mar2018_v1"), ("nof_files", 26), ("nof_db_files", 477), ("nof_events", { }), ("nof_tree_events", 51498406), ("nof_db_events", 55416425), ("fsize_local", 39029143249), # 39.03GB, avg file size 1.50GB ("fsize_db", 1688592326507), # 1.69TB, avg file size 3.54GB ("use_it", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/Tau_Run2017C_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_HFCleaned", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET120_PFMHT120_IDTight_PFHT60_HFCleaned", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_HFCleaned", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_HFCleaned", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_IsoTau10_Charge1", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10", "HLT_Tau3Mu_Mu5_Mu1_TkMu1_Tau10_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", "HLT_ZeroBias_part8", "HLT_ZeroBias_part9", ]), ]) samples_2017["/Tau/Run2017D-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "Tau_Run2017D_31Mar2018_v1"), ("nof_files", 10), ("nof_db_files", 182), ("nof_events", { }), ("nof_tree_events", 20147369), ("nof_db_events", 20530776), ("fsize_local", 15625089707), # 15.63GB, avg file size 1.56GB ("fsize_db", 619178562765), # 619.18GB, avg file size 3.40GB ("use_it", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/Tau_Run2017D_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/Tau/Run2017E-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "Tau_Run2017E_31Mar2018_v1"), ("nof_files", 22), ("nof_db_files", 490), ("nof_events", { }), ("nof_tree_events", 43518053), ("nof_db_events", 44318231), ("fsize_local", 34620963532), # 34.62GB, avg file size 1.57GB ("fsize_db", 1530408104522), # 1.53TB, avg file size 3.12GB ("use_it", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/Tau_Run2017E_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", "HLT_PFMETTypeOne200_HBHE_BeamHaloCleaned", "HLT_Photon120", "HLT_Photon120_R9Id90_HE10_IsoM", "HLT_Photon150", "HLT_Photon165_R9Id90_HE10_IsoM", "HLT_Photon175", "HLT_Photon200", "HLT_Photon20_HoverELoose", "HLT_Photon25", "HLT_Photon300_NoHE", "HLT_Photon30_HoverELoose", "HLT_Photon33", "HLT_Photon40_HoverELoose", "HLT_Photon50", "HLT_Photon50_HoverELoose", "HLT_Photon50_R9Id90_HE10_IsoM", "HLT_Photon60_HoverELoose", "HLT_Photon60_R9Id90_CaloIdL_IsoL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL", "HLT_Photon60_R9Id90_CaloIdL_IsoL_DisplacedIdL_PFHT350MinPFJet15", "HLT_Photon75", "HLT_Photon75_R9Id90_HE10_IsoM", "HLT_Photon90", "HLT_Photon90_R9Id90_HE10_IsoM", "HLT_Physics", "HLT_Physics_part0", "HLT_Physics_part1", "HLT_Physics_part2", "HLT_Physics_part3", "HLT_Physics_part4", "HLT_Physics_part5", "HLT_Physics_part6", "HLT_Physics_part7", "HLT_Random", "HLT_Rsq0p35", "HLT_Rsq0p40", "HLT_RsqMR300_Rsq0p09_MR200", "HLT_RsqMR300_Rsq0p09_MR200_4jet", "HLT_RsqMR320_Rsq0p09_MR200", "HLT_RsqMR320_Rsq0p09_MR200_4jet", "HLT_SingleJet30_Mu12_SinglePFJet40", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_IsoTau15_Charge1", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15", "HLT_Tau3Mu_Mu7_Mu1_TkMu1_Tau15_Charge1", "HLT_TkMu100", "HLT_Trimuon5_3p5_2_Upsilon_Muon", "HLT_TripleJet110_35_35_Mjj650_PFMET110", "HLT_TripleJet110_35_35_Mjj650_PFMET120", "HLT_TripleJet110_35_35_Mjj650_PFMET130", "HLT_TripleMu_10_5_5_DZ", "HLT_TripleMu_12_10_5", "HLT_TripleMu_5_3_3_Mass3p8to60_DZ", "HLT_TriplePhoton_20_20_20_CaloIdLV2", "HLT_TriplePhoton_20_20_20_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_30_30_10_CaloIdLV2", "HLT_TriplePhoton_30_30_10_CaloIdLV2_R9IdVL", "HLT_TriplePhoton_35_35_5_CaloIdLV2_R9IdVL", "HLT_TrkMu12_DoubleTrkMu5NoFiltersNoVtx", "HLT_TrkMu16_DoubleTrkMu6NoFiltersNoVtx", "HLT_TrkMu17_DoubleTrkMu8NoFiltersNoVtx", "HLT_UncorrectedJetE30_NoBPTX", "HLT_UncorrectedJetE30_NoBPTX3BX", "HLT_UncorrectedJetE60_NoBPTX3BX", "HLT_UncorrectedJetE70_NoBPTX3BX", "HLT_VBF_DoubleLooseChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleMediumChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_VBF_DoubleTightChargedIsoPFTau20_Trk1_eta2p1_Reg", "HLT_ZeroBias", "HLT_ZeroBias_FirstBXAfterTrain", "HLT_ZeroBias_FirstCollisionAfterAbortGap", "HLT_ZeroBias_FirstCollisionInTrain", "HLT_ZeroBias_IsolatedBunches", "HLT_ZeroBias_LastCollisionInTrain", "HLT_ZeroBias_part0", "HLT_ZeroBias_part1", "HLT_ZeroBias_part2", "HLT_ZeroBias_part3", "HLT_ZeroBias_part4", "HLT_ZeroBias_part5", "HLT_ZeroBias_part6", "HLT_ZeroBias_part7", ]), ]) samples_2017["/Tau/Run2017F-31Mar2018-v1/MINIAOD"] = OD([ ("type", "data"), ("sample_category", "data_obs"), ("process_name_specific", "Tau_Run2017F_31Mar2018_v1"), ("nof_files", 43), ("nof_db_files", 914), ("nof_events", { }), ("nof_tree_events", 86842621), ("nof_db_events", 88506372), ("fsize_local", 69464013664), # 69.46GB, avg file size 1.62GB ("fsize_db", 3105005600619), # 3.11TB, avg file size 3.40GB ("use_it", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 0), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2020Dec27_woPresel_nom_all_hh_multilepton/ntuples/Tau_Run2017F_31Mar2018_v1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ ]), ("missing_from_superset", [ ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ "HLT_AK4CaloJet100", "HLT_AK4CaloJet120", "HLT_AK4CaloJet30", "HLT_AK4CaloJet40", "HLT_AK4CaloJet50", "HLT_AK4CaloJet80", "HLT_AK4PFJet100", "HLT_AK4PFJet120", "HLT_AK4PFJet30", "HLT_AK4PFJet50", "HLT_AK4PFJet80", "HLT_AK8PFHT750_TrimMass50", "HLT_AK8PFHT800_TrimMass50", "HLT_AK8PFHT850_TrimMass50", "HLT_AK8PFHT900_TrimMass50", "HLT_AK8PFJet140", "HLT_AK8PFJet200", "HLT_AK8PFJet260", "HLT_AK8PFJet320", "HLT_AK8PFJet330_PFAK8BTagCSV_p1", "HLT_AK8PFJet330_PFAK8BTagCSV_p17", "HLT_AK8PFJet360_TrimMass30", "HLT_AK8PFJet380_TrimMass30", "HLT_AK8PFJet40", "HLT_AK8PFJet400", "HLT_AK8PFJet400_TrimMass30", "HLT_AK8PFJet420_TrimMass30", "HLT_AK8PFJet450", "HLT_AK8PFJet500", "HLT_AK8PFJet550", "HLT_AK8PFJet60", "HLT_AK8PFJet80", "HLT_AK8PFJetFwd140", "HLT_AK8PFJetFwd200", "HLT_AK8PFJetFwd260", "HLT_AK8PFJetFwd320", "HLT_AK8PFJetFwd40", "HLT_AK8PFJetFwd400", "HLT_AK8PFJetFwd450", "HLT_AK8PFJetFwd500", "HLT_AK8PFJetFwd60", "HLT_AK8PFJetFwd80", "HLT_BTagMu_AK4DiJet110_Mu5", "HLT_BTagMu_AK4DiJet170_Mu5", "HLT_BTagMu_AK4DiJet20_Mu5", "HLT_BTagMu_AK4DiJet40_Mu5", "HLT_BTagMu_AK4DiJet70_Mu5", "HLT_BTagMu_AK4Jet300_Mu5", "HLT_BTagMu_AK8DiJet170_Mu5", "HLT_BTagMu_AK8Jet300_Mu5", "HLT_CaloJet500_NoJetID", "HLT_CaloJet550_NoJetID", "HLT_CaloMET100_HBHECleaned", "HLT_CaloMET100_NotCleaned", "HLT_CaloMET110_NotCleaned", "HLT_CaloMET250_HBHECleaned", "HLT_CaloMET250_NotCleaned", "HLT_CaloMET300_HBHECleaned", "HLT_CaloMET350_HBHECleaned", "HLT_CaloMET70_HBHECleaned", "HLT_CaloMET80_HBHECleaned", "HLT_CaloMET80_NotCleaned", "HLT_CaloMET90_HBHECleaned", "HLT_CaloMET90_NotCleaned", "HLT_CaloMHT90", "HLT_DiEle27_WPTightCaloOnly_L1DoubleEG", "HLT_DiJet110_35_Mjj650_PFMET110", "HLT_DiJet110_35_Mjj650_PFMET120", "HLT_DiJet110_35_Mjj650_PFMET130", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL", "HLT_DiMu9_Ele9_CaloIdL_TrackIdL_DZ", "HLT_Dimuon0_Jpsi", "HLT_Dimuon0_Jpsi3p5_Muon2", "HLT_Dimuon0_Jpsi_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_L1_NoOS", "HLT_Dimuon0_Jpsi_NoVertexing", "HLT_Dimuon0_Jpsi_NoVertexing_L1_4R_0er1p5R", "HLT_Dimuon0_Jpsi_NoVertexing_NoOS", "HLT_Dimuon0_LowMass", "HLT_Dimuon0_LowMass_L1_0er1p5", "HLT_Dimuon0_LowMass_L1_0er1p5R", "HLT_Dimuon0_LowMass_L1_4", "HLT_Dimuon0_LowMass_L1_4R", "HLT_Dimuon0_LowMass_L1_TM530", "HLT_Dimuon0_Upsilon_L1_4p5", "HLT_Dimuon0_Upsilon_L1_4p5er2p0", "HLT_Dimuon0_Upsilon_L1_4p5er2p0M", "HLT_Dimuon0_Upsilon_L1_4p5NoOS", "HLT_Dimuon0_Upsilon_L1_5", "HLT_Dimuon0_Upsilon_L1_5M", "HLT_Dimuon0_Upsilon_Muon_L1_TM0", "HLT_Dimuon0_Upsilon_Muon_NoL1Mass", "HLT_Dimuon0_Upsilon_NoVertexing", "HLT_Dimuon10_PsiPrime_Barrel_Seagulls", "HLT_Dimuon10_Upsilon_Barrel_Seagulls", "HLT_Dimuon12_Upsilon_eta1p5", "HLT_Dimuon14_Phi_Barrel_Seagulls", "HLT_Dimuon18_PsiPrime", "HLT_Dimuon18_PsiPrime_noCorrL1", "HLT_Dimuon20_Jpsi_Barrel_Seagulls", "HLT_Dimuon24_Phi_noCorrL1", "HLT_Dimuon24_Upsilon_noCorrL1", "HLT_Dimuon25_Jpsi", "HLT_Dimuon25_Jpsi_noCorrL1", "HLT_DiPFJet15_FBEta3_NoCaloMatched", "HLT_DiPFJet15_NoCaloMatched", "HLT_DiPFJet25_FBEta3_NoCaloMatched", "HLT_DiPFJet25_NoCaloMatched", "HLT_DiPFJetAve100_HFJEC", "HLT_DiPFJetAve140", "HLT_DiPFJetAve15_HFJEC", "HLT_DiPFJetAve160_HFJEC", "HLT_DiPFJetAve200", "HLT_DiPFJetAve220_HFJEC", "HLT_DiPFJetAve25_HFJEC", "HLT_DiPFJetAve260", "HLT_DiPFJetAve300_HFJEC", "HLT_DiPFJetAve320", "HLT_DiPFJetAve35_HFJEC", "HLT_DiPFJetAve40", "HLT_DiPFJetAve400", "HLT_DiPFJetAve500", "HLT_DiPFJetAve60", "HLT_DiPFJetAve60_HFJEC", "HLT_DiPFJetAve80", "HLT_DiPFJetAve80_HFJEC", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30_18_PVrealAND_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass90", "HLT_Diphoton30_22_R9Id_OR_IsoCaloId_AND_HE_R9Id_Mass95", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30EB_18EB_R9Id_OR_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_NoPixelVeto_Mass55", "HLT_Diphoton30PV_18PV_R9Id_AND_IsoCaloId_AND_HE_R9Id_PixelVeto_Mass55", "HLT_DiSC30_18_EIso_AND_HE_Mass70", "HLT_DoubleEle24_eta2p1_WPTight_Gsf", "HLT_DoubleEle25_CaloIdL_MW", "HLT_DoubleEle27_CaloIdL_MW", "HLT_DoubleEle33_CaloIdL_MW", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_DZ_PFHT350", "HLT_DoubleEle8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_DoubleIsoMu20_eta2p1", "HLT_DoubleIsoMu24_eta2p1", "HLT_DoubleL2Mu50", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleLooseChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleMediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_DoubleMu20_7_Mass0to30_L1_DM4", "HLT_DoubleMu20_7_Mass0to30_L1_DM4EG", "HLT_DoubleMu20_7_Mass0to30_Photon23", "HLT_DoubleMu2_Jpsi_DoubleTkMu0_Phi", "HLT_DoubleMu2_Jpsi_DoubleTrk1_Phi", "HLT_DoubleMu3_DCA_PFMET50_PFMHT60", "HLT_DoubleMu3_DoubleEle7p5_CaloIdL_TrackIdL_Upsilon", "HLT_DoubleMu3_DZ_PFMET50_PFMHT60", "HLT_DoubleMu3_DZ_PFMET70_PFMHT70", "HLT_DoubleMu3_DZ_PFMET90_PFMHT90", "HLT_DoubleMu3_TkMu_DsTau3Mu", "HLT_DoubleMu3_Trk_Tau3mu", "HLT_DoubleMu3_Trk_Tau3mu_NoL1Mass", "HLT_DoubleMu43NoFiltersNoVtx", "HLT_DoubleMu48NoFiltersNoVtx", "HLT_DoubleMu4_3_Bs", "HLT_DoubleMu4_3_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_Displaced", "HLT_DoubleMu4_Jpsi_NoVertexing", "HLT_DoubleMu4_JpsiTrk_Displaced", "HLT_DoubleMu4_JpsiTrkTrk_Displaced", "HLT_DoubleMu4_LowMassNonResonantTrk_Displaced", "HLT_DoubleMu4_Mass8_DZ_PFHT350", "HLT_DoubleMu4_PsiPrimeTrk_Displaced", "HLT_DoubleMu5_Upsilon_DoubleEle3_CaloIdL_TrackIdL", "HLT_DoubleMu8_Mass8_PFHT350", "HLT_DoublePFJets100_CaloBTagCSV_p33", "HLT_DoublePFJets100MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets116MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets128MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_DoublePFJets200_CaloBTagCSV_p33", "HLT_DoublePFJets350_CaloBTagCSV_p33", "HLT_DoublePFJets40_CaloBTagCSV_p33", "HLT_DoublePhoton33_CaloIdL", "HLT_DoublePhoton70", "HLT_DoublePhoton85", "HLT_DoubleTightChargedIsoPFTau35_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_eta2p1_Reg", "HLT_DoubleTightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg", "HLT_EcalCalibration", "HLT_ECALHT800", "HLT_Ele115_CaloIdVT_GsfTrkIdT", "HLT_Ele12_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele135_CaloIdVT_GsfTrkIdT", "HLT_Ele145_CaloIdVT_GsfTrkIdT", "HLT_Ele15_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele15_Ele8_CaloIdL_TrackIdL_IsoVL", "HLT_Ele15_IsoVVVL_PFHT450", "HLT_Ele15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Ele15_IsoVVVL_PFHT450_PFMET50", "HLT_Ele15_IsoVVVL_PFHT600", "HLT_Ele15_WPLoose_Gsf", "HLT_Ele16_Ele12_Ele8_CaloIdL_TrackIdL", "HLT_Ele17_CaloIdM_TrackIdM_PFJet30", "HLT_Ele17_WPLoose_Gsf", "HLT_Ele200_CaloIdVT_GsfTrkIdT", "HLT_Ele20_eta2p1_WPLoose_Gsf", "HLT_Ele20_WPLoose_Gsf", "HLT_Ele20_WPTight_Gsf", "HLT_Ele23_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele23_CaloIdM_TrackIdM_PFJet30", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Ele23_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_LooseChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_MediumChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_CrossL1", "HLT_Ele24_eta2p1_WPTight_Gsf_TightChargedIsoPFTau30_eta2p1_TightID_CrossL1", "HLT_Ele250_CaloIdVT_GsfTrkIdT", "HLT_Ele27_Ele37_CaloIdL_MW", "HLT_Ele27_WPTight_Gsf", "HLT_Ele28_eta2p1_WPTight_Gsf_HT150", "HLT_Ele28_HighEta_SC20_Mass55", "HLT_Ele300_CaloIdVT_GsfTrkIdT", "HLT_Ele30_eta2p1_WPTight_Gsf_CentralPFJet35_EleCleaned", "HLT_Ele32_WPTight_Gsf", "HLT_Ele32_WPTight_Gsf_L1DoubleEG", "HLT_Ele35_WPTight_Gsf", "HLT_Ele35_WPTight_Gsf_L1EGMT", "HLT_Ele38_WPTight_Gsf", "HLT_Ele40_WPTight_Gsf", "HLT_Ele50_CaloIdVT_GsfTrkIdT_PFJet165", "HLT_Ele50_IsoVVVL_PFHT450", "HLT_Ele8_CaloIdL_TrackIdL_IsoVL_PFJet30", "HLT_Ele8_CaloIdM_TrackIdM_PFJet30", "HLT_FullTrack_Multiplicity100", "HLT_FullTrack_Multiplicity130", "HLT_FullTrack_Multiplicity155", "HLT_FullTrack_Multiplicity85", "HLT_HcalCalibration", "HLT_HcalIsolatedbunch", "HLT_HcalNZS", "HLT_HcalPhiSym", "HLT_HISinglePhoton10_Eta3p1ForPPRef", "HLT_HISinglePhoton20_Eta3p1ForPPRef", "HLT_HISinglePhoton30_Eta3p1ForPPRef", "HLT_HISinglePhoton40_Eta3p1ForPPRef", "HLT_HISinglePhoton50_Eta3p1ForPPRef", "HLT_HISinglePhoton60_Eta3p1ForPPRef", "HLT_HT300_Beamspot", "HLT_HT400_DisplacedDijet40_DisplacedTrack", "HLT_HT425", "HLT_HT430_DisplacedDijet40_DisplacedTrack", "HLT_HT430_DisplacedDijet60_DisplacedTrack", "HLT_HT430_DisplacedDijet80_DisplacedTrack", "HLT_HT450_Beamspot", "HLT_HT550_DisplacedDijet60_Inclusive", "HLT_HT550_DisplacedDijet80_Inclusive", "HLT_HT650_DisplacedDijet60_Inclusive", "HLT_HT650_DisplacedDijet80_Inclusive", "HLT_HT750_DisplacedDijet80_Inclusive", "HLT_IsoMu20", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_LooseChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_MediumChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_CrossL1", "HLT_IsoMu20_eta2p1_TightChargedIsoPFTau27_eta2p1_TightID_CrossL1", "HLT_IsoMu24", "HLT_IsoMu24_eta2p1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_LooseChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau20_TightID_SingleL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau35_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_eta2p1_Reg_CrossL1", "HLT_IsoMu24_eta2p1_TightChargedIsoPFTau40_Trk1_TightID_eta2p1_Reg_CrossL1", "HLT_IsoMu27", "HLT_IsoMu27_LooseChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_MediumChargedIsoPFTau20_SingleL1", "HLT_IsoMu27_TightChargedIsoPFTau20_SingleL1", "HLT_IsoMu30", "HLT_IsoTrackHB", "HLT_IsoTrackHE", "HLT_L1_CDC_SingleMu_3_er1p2_TOP120_DPHI2p618_3p142", "HLT_L1_DoubleJet30_Mass_Min400_Mu10", "HLT_L1ETMHadSeeds", "HLT_L1MinimumBiasHF0OR", "HLT_L1MinimumBiasHF_OR", "HLT_L1NotBptxOR", "HLT_L1SingleMu18", "HLT_L1SingleMu25", "HLT_L1UnpairedBunchBptxMinus", "HLT_L1UnpairedBunchBptxPlus", "HLT_L2Mu10", "HLT_L2Mu10_NoVertex_NoBPTX", "HLT_L2Mu10_NoVertex_NoBPTX3BX", "HLT_L2Mu40_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu45_NoVertex_3Sta_NoBPTX3BX", "HLT_L2Mu50", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1", "HLT_MediumChargedIsoPFTau180HighPtRelaxedIso_Trk50_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET100", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET110", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET120", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET130", "HLT_MediumChargedIsoPFTau50_Trk30_eta2p1_1pr_MET90", "HLT_MET105_IsoTrk50", "HLT_MET120_IsoTrk50", "HLT_MonoCentralPFJet80_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_MonoCentralPFJet80_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_Mu10_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT350_PFMETNoMu60", "HLT_Mu12", "HLT_Mu12_DoublePFJets100_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets200_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets350_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40_CaloBTagCSV_p33", "HLT_Mu12_DoublePFJets40MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets54MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePFJets62MaxDeta1p6_DoubleCaloBTagCSV_p33", "HLT_Mu12_DoublePhoton20", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu12_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu15", "HLT_Mu15_IsoVVVL_PFHT450", "HLT_Mu15_IsoVVVL_PFHT450_CaloBTagCSV_4p5", "HLT_Mu15_IsoVVVL_PFHT450_PFMET50", "HLT_Mu15_IsoVVVL_PFHT600", "HLT_Mu17", "HLT_Mu17_Photon30_IsoCaloId", "HLT_Mu17_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu17_TrkIsoVVL_Mu8_TrkIsoVVL_DZ_Mass8", "HLT_Mu18_Mu9", "HLT_Mu18_Mu9_DZ", "HLT_Mu18_Mu9_SameSign", "HLT_Mu18_Mu9_SameSign_DZ", "HLT_Mu19", "HLT_Mu19_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass3p8", "HLT_Mu19_TrkIsoVVL_Mu9_TrkIsoVVL_DZ_Mass8", "HLT_Mu20", "HLT_Mu20_Mu10", "HLT_Mu20_Mu10_DZ", "HLT_Mu20_Mu10_SameSign", "HLT_Mu20_Mu10_SameSign_DZ", "HLT_Mu20_TkMu0_Phi", "HLT_Mu23_Mu12", "HLT_Mu23_Mu12_DZ", "HLT_Mu23_Mu12_SameSign", "HLT_Mu23_Mu12_SameSign_DZ", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL", "HLT_Mu23_TrkIsoVVL_Ele12_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_Mu25_TkMu0_Onia", "HLT_Mu25_TkMu0_Phi", "HLT_Mu27", "HLT_Mu27_Ele37_CaloIdL_MW", "HLT_Mu30_TkMu0_Onia", "HLT_Mu37_Ele27_CaloIdL_MW", "HLT_Mu37_TkMu27", "HLT_Mu3_PFJet40", "HLT_Mu43NoFiltersNoVtx_Photon43_CaloIdL", "HLT_Mu48NoFiltersNoVtx_Photon48_CaloIdL", "HLT_Mu50", "HLT_Mu50_IsoVVVL_PFHT450", "HLT_Mu55", "HLT_Mu7p5_L2Mu2_Jpsi", "HLT_Mu7p5_L2Mu2_Upsilon", "HLT_Mu7p5_Track2_Jpsi", "HLT_Mu7p5_Track2_Upsilon", "HLT_Mu7p5_Track3p5_Jpsi", "HLT_Mu7p5_Track3p5_Upsilon", "HLT_Mu7p5_Track7_Jpsi", "HLT_Mu7p5_Track7_Upsilon", "HLT_Mu8", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL", "HLT_Mu8_DiEle12_CaloIdL_TrackIdL_DZ", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350", "HLT_Mu8_Ele8_CaloIdM_TrackIdM_Mass8_PFHT350_DZ", "HLT_Mu8_TrkIsoVVL", "HLT_Mu8_TrkIsoVVL_DiPFJet40_DEta3p5_MJJ750_HTT300_PFMETNoMu60", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL", "HLT_Mu8_TrkIsoVVL_Ele23_CaloIdL_TrackIdL_IsoVL_DZ", "HLT_OldMu100", "HLT_PFHT1050", "HLT_PFHT180", "HLT_PFHT250", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40", "HLT_PFHT300PT30_QuadPFJet_75_60_45_40_TriplePFBTagCSV_3p0", "HLT_PFHT350", "HLT_PFHT350MinPFJet15", "HLT_PFHT370", "HLT_PFHT380_SixPFJet32", "HLT_PFHT380_SixPFJet32_DoublePFBTagCSV_2p2", "HLT_PFHT380_SixPFJet32_DoublePFBTagDeepCSV_2p2", "HLT_PFHT430", "HLT_PFHT430_SixPFJet40", "HLT_PFHT430_SixPFJet40_PFBTagCSV_1p5", "HLT_PFHT500_PFMET100_PFMHT100_IDTight", "HLT_PFHT500_PFMET110_PFMHT110_IDTight", "HLT_PFHT510", "HLT_PFHT590", "HLT_PFHT680", "HLT_PFHT700_PFMET85_PFMHT85_IDTight", "HLT_PFHT700_PFMET95_PFMHT95_IDTight", "HLT_PFHT780", "HLT_PFHT800_PFMET75_PFMHT75_IDTight", "HLT_PFHT800_PFMET85_PFMHT85_IDTight", "HLT_PFHT890", "HLT_PFJet140", "HLT_PFJet200", "HLT_PFJet260", "HLT_PFJet320", "HLT_PFJet40", "HLT_PFJet400", "HLT_PFJet450", "HLT_PFJet500", "HLT_PFJet550", "HLT_PFJet60", "HLT_PFJet80", "HLT_PFJetFwd140", "HLT_PFJetFwd200", "HLT_PFJetFwd260", "HLT_PFJetFwd320", "HLT_PFJetFwd40", "HLT_PFJetFwd400", "HLT_PFJetFwd450", "HLT_PFJetFwd500", "HLT_PFJetFwd60", "HLT_PFJetFwd80", "HLT_PFMET100_PFMHT100_IDTight_CaloBTagCSV_3p1", "HLT_PFMET100_PFMHT100_IDTight_PFHT60", "HLT_PFMET110_PFMHT110_IDTight", "HLT_PFMET110_PFMHT110_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight", "HLT_PFMET120_PFMHT120_IDTight_CaloBTagCSV_3p1", "HLT_PFMET120_PFMHT120_IDTight_PFHT60", "HLT_PFMET130_PFMHT130_IDTight", "HLT_PFMET130_PFMHT130_IDTight_CaloBTagCSV_3p1", "HLT_PFMET140_PFMHT140_IDTight", "HLT_PFMET140_PFMHT140_IDTight_CaloBTagCSV_3p1", "HLT_PFMET200_HBHE_BeamHaloCleaned", "HLT_PFMET200_HBHECleaned", "HLT_PFMET200_NotCleaned", "HLT_PFMET250_HBHECleaned", "HLT_PFMET300_HBHECleaned", "HLT_PFMETNoMu100_PFMHTNoMu100_IDTight_PFHT60", "HLT_PFMETNoMu110_PFMHTNoMu110_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight", "HLT_PFMETNoMu120_PFMHTNoMu120_IDTight_PFHT60", "HLT_PFMETNoMu130_PFMHTNoMu130_IDTight", "HLT_PFMETNoMu140_PFMHTNoMu140_IDTight", "HLT_PFMETTypeOne100_PFMHT100_IDTight_PFHT60", "HLT_PFMETTypeOne110_PFMHT110_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight", "HLT_PFMETTypeOne120_PFMHT120_IDTight_PFHT60", "HLT_PFMETTypeOne130_PFMHT130_IDTight", "HLT_PFMETTypeOne140_PFMHT140_IDTight", 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("nof_tree_events", 9779592), ("nof_db_events", 9779592), ("fsize_local", 94273411753), # 94.27GB, avg file size 2.36GB ("fsize_db", 625507074411), # 625.51GB, avg file size 3.01GB ("use_it", True), ("xsection", 0.2118), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ttHJetToNonbb_M125_amcatnlo"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ttHToNonbb_M125_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ttH"), ("process_name_specific", "ttHToNonbb_M125_powheg"), ("nof_files", 33), ("nof_db_files", 164), ("nof_events", { 'Count' : [ 7966779, ], 'CountWeighted' : [ 7.81465618e+06, 7.81537638e+06, 7.81512906e+06, ], 'CountWeightedLHEWeightScale' : [ 8.23725883e+06, 8.14285438e+06, 8.10428518e+06, 7.97071039e+06, 7.76684968e+06, 7.61886936e+06, 7.51661440e+06, 7.25535091e+06, 7.04888188e+06, ], 'CountWeightedLHEEnvelope' : [ 9.05449231e+06, 6.52595705e+06, ], 'CountWeightedFull' : [ 4.48373131e+06, 4.48391185e+06, 4.48440706e+06, ], 'CountWeightedFullLHEWeightScale' : [ 4.72652115e+06, 4.67235488e+06, 4.65022458e+06, 4.57358400e+06, 4.45630189e+06, 4.37168779e+06, 4.31301365e+06, 4.16310256e+06, 4.04463074e+06, ], 'CountWeightedFullLHEEnvelope' : [ 5.19544679e+06, 3.74457389e+06, ], 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("nof_tree_events", 5499293), ("nof_db_events", 8241489), ("fsize_local", 52491507008), # 52.49GB, avg file size 2.39GB ("fsize_db", 515822367934), # 515.82GB, avg file size 1.45GB ("use_it", False), ("xsection", 0.2118), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 260001 - 260100 -> NNPDF30_nlo_as_0118 PDF set, expecting 101 weights (counted 100 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ttHToNonbb_M125_powheg_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ttHJetTobb_M125_TuneCP5_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ttH"), ("process_name_specific", "ttHJetTobb_M125"), ("nof_files", 15), ("nof_db_files", 212), ("nof_events", { 'Count' : [ 7459151, ], 'CountWeighted' : [ 2.56709867e+06, 2.56735314e+06, 2.56667498e+06, ], 'CountWeightedLHEWeightScale' : [ 2.61593623e+06, 2.66633286e+06, 2.71387212e+06, 2.60362302e+06, 2.56707650e+06, 2.53774800e+06, 2.44246416e+06, 2.36490573e+06, 2.29976295e+06, ], 'CountWeightedLHEEnvelope' : [ 3.03102616e+06, 2.02046870e+06, ], 'CountWeightedFull' : [ 7.37767856e+06, 7.37836153e+06, 7.37620097e+06, ], 'CountWeightedFullLHEWeightScale' : [ 7.51776181e+06, 7.66259388e+06, 7.79921888e+06, 7.48238244e+06, 7.37761378e+06, 7.29305978e+06, 7.01923512e+06, 6.79635216e+06, 6.60913859e+06, ], 'CountWeightedFullLHEEnvelope' : [ 8.71066238e+06, 5.80649409e+06, ], 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2.45277828e+05, ], 'CountWeightedLHEEnvelope_pt200to300' : [ 3.23391945e+05, 2.14432101e+05, ], 'CountWeightedFull_pt200to300' : [ 7.89526031e+05, 7.89619691e+05, 7.89641543e+05, ], 'CountWeightedFullLHEWeightScale_pt200to300' : [ 7.97451297e+05, 8.18221219e+05, 8.34347062e+05, 8.01248512e+05, 7.89506836e+05, 7.78797090e+05, 7.55507406e+05, 7.28228695e+05, 7.04888297e+05, ], 'CountWeightedFullLHEEnvelope_pt200to300' : [ 9.29374531e+05, 6.16242574e+05, ], 'CountWeightedL1PrefireNom_pt200to300' : [ 2.63310156e+05, 2.63310207e+05, 2.63383055e+05, ], 'CountWeightedL1Prefire_pt200to300' : [ 2.63310156e+05, 2.60656551e+05, 2.65929250e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom_pt200to300' : [ 2.65325289e+05, 2.72430109e+05, 2.77996512e+05, 2.67058945e+05, 2.63303955e+05, 2.59885434e+05, 2.52071336e+05, 2.43116853e+05, 2.35458455e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_pt200to300' : [ 3.09309713e+05, 2.05914135e+05, ], 'CountWeightedFullL1PrefireNom_pt200to300' : [ 7.56709441e+05, 7.56711926e+05, 7.56920316e+05, ], 'CountWeightedFullL1Prefire_pt200to300' : [ 7.56709441e+05, 7.49083750e+05, 7.64236027e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_pt200to300' : [ 7.62501059e+05, 7.82918887e+05, 7.98916660e+05, 7.67483277e+05, 7.56690824e+05, 7.46868070e+05, 7.24411707e+05, 6.98677574e+05, 6.76669152e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_pt200to300' : [ 8.88904668e+05, 5.91763504e+05, ], 'Count_ptGt300' : [ 393247, ], 'CountWeighted_ptGt300' : [ 1.27847116e+05, 1.27854228e+05, 1.27875232e+05, ], 'CountWeightedLHEWeightScale_ptGt300' : [ 1.29655855e+05, 1.33066639e+05, 1.35148319e+05, 1.30342731e+05, 1.27843978e+05, 1.25312405e+05, 1.23116839e+05, 1.17777715e+05, 1.13059705e+05, ], 'CountWeightedLHEEnvelope_ptGt300' : [ 1.50531798e+05, 9.92445264e+04, ], 'CountWeightedFull_ptGt300' : [ 3.67411754e+05, 3.67431191e+05, 3.67492842e+05, ], 'CountWeightedFullLHEWeightScale_ptGt300' : [ 3.72609602e+05, 3.82411496e+05, 3.88393990e+05, 3.74583527e+05, 3.67403170e+05, 3.60127223e+05, 3.53817672e+05, 3.38473691e+05, 3.24914980e+05, ], 'CountWeightedFullLHEEnvelope_ptGt300' : [ 4.32603578e+05, 2.85212473e+05, ], 'CountWeightedL1PrefireNom_ptGt300' : [ 1.22411358e+05, 1.22402618e+05, 1.22460018e+05, ], 'CountWeightedL1Prefire_ptGt300' : [ 1.22411358e+05, 1.21166170e+05, 1.23642957e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom_ptGt300' : [ 1.23802594e+05, 1.27204660e+05, 1.29324521e+05, 1.24682594e+05, 1.22408343e+05, 1.20089000e+05, 1.17898704e+05, 1.12888488e+05, 1.08457376e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_ptGt300' : [ 1.43758186e+05, 9.52741411e+04, ], 'CountWeightedFullL1PrefireNom_ptGt300' : [ 3.51790094e+05, 3.51764662e+05, 3.51930250e+05, ], 'CountWeightedFullL1Prefire_ptGt300' : [ 3.51790094e+05, 3.48211613e+05, 3.55329535e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_ptGt300' : [ 3.55788352e+05, 3.65565156e+05, 3.71657383e+05, 3.58317262e+05, 3.51781666e+05, 3.45116084e+05, 3.38821406e+05, 3.24422820e+05, 3.11688574e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_ptGt300' : [ 4.13137525e+05, 2.73802195e+05, ], 'Count_pt300to450' : [ 306069, ], 'CountWeighted_pt300to450' : [ 1.00187308e+05, 1.00194489e+05, 1.00201127e+05, ], 'CountWeightedLHEWeightScale_pt300to450' : [ 1.01885967e+05, 1.04310204e+05, 1.05877508e+05, 1.02194285e+05, 1.00184716e+05, 9.82387461e+04, 9.63670522e+04, 9.22392222e+04, 8.86434800e+04, ], 'CountWeightedLHEEnvelope_pt300to450' : [ 1.18174471e+05, 7.78132510e+04, ], 'CountWeightedFull_pt300to450' : [ 2.87921439e+05, 2.87942092e+05, 2.87962348e+05, ], 'CountWeightedFullLHEWeightScale_pt300to450' : [ 2.92803527e+05, 2.99770357e+05, 3.04274430e+05, 2.93689486e+05, 2.87914715e+05, 2.82321918e+05, 2.76943062e+05, 2.65080195e+05, 2.54746773e+05, ], 'CountWeightedFullLHEEnvelope_pt300to450' : [ 3.39613961e+05, 2.23622467e+05, ], 'CountWeightedL1PrefireNom_pt300to450' : [ 9.58508433e+04, 9.58494038e+04, 9.58773066e+04, ], 'CountWeightedL1Prefire_pt300to450' : [ 9.58508433e+04, 9.48567988e+04, 9.68337251e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_pt300to450' : [ 9.71936250e+04, 9.96209771e+04, 1.01219473e+05, 9.76802832e+04, 9.58483916e+04, 9.40674453e+04, 9.22187158e+04, 8.83466177e+04, 8.49727808e+04, ], 'CountWeightedLHEEnvelopeL1PrefireNom_pt300to450' : [ 1.12760424e+05, 7.46390630e+04, ], 'CountWeightedFullL1PrefireNom_pt300to450' : [ 2.75459238e+05, 2.75455225e+05, 2.75536137e+05, ], 'CountWeightedFullL1Prefire_pt300to450' : [ 2.75459238e+05, 2.72602578e+05, 2.78283943e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_pt300to450' : [ 2.79318523e+05, 2.86294238e+05, 2.90888043e+05, 2.80716959e+05, 2.75452658e+05, 2.70334312e+05, 2.65021334e+05, 2.53893556e+05, 2.44197734e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_pt300to450' : [ 3.24054932e+05, 2.14500344e+05, ], 'Count_ptGt450' : [ 87178, ], 'CountWeighted_ptGt450' : [ 2.76598594e+04, 2.76597457e+04, 2.76741497e+04, ], 'CountWeightedLHEWeightScale_ptGt450' : [ 2.77698844e+04, 2.87564009e+04, 2.92708250e+04, 2.81484653e+04, 2.76591783e+04, 2.70736624e+04, 2.67498060e+04, 2.55384869e+04, 2.44162264e+04, ], 'CountWeightedLHEEnvelope_ptGt450' : [ 3.23573279e+04, 2.14312919e+04, ], 'CountWeightedFull_ptGt450' : [ 7.94899028e+04, 7.94895278e+04, 7.95309199e+04, ], 'CountWeightedFullLHEWeightScale_ptGt450' : [ 7.98060786e+04, 8.26411660e+04, 8.41195254e+04, 8.08940337e+04, 7.94878823e+04, 7.78052339e+04, 7.68745264e+04, 7.33933931e+04, 7.01682109e+04, ], 'CountWeightedFullLHEEnvelope_ptGt450' : [ 9.29896377e+04, 6.15899951e+04, ], 'CountWeightedL1PrefireNom_ptGt450' : [ 2.65605341e+04, 2.65532263e+04, 2.65827422e+04, ], 'CountWeightedL1Prefire_ptGt450' : [ 2.65605341e+04, 2.63093990e+04, 2.68092549e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_ptGt450' : [ 2.66089690e+04, 2.75836891e+04, 2.81050559e+04, 2.70023330e+04, 2.65598806e+04, 2.60215767e+04, 2.56799845e+04, 2.45418457e+04, 2.34846013e+04, ], 'CountWeightedLHEEnvelopeL1PrefireNom_ptGt450' : [ 3.09977649e+04, 2.06350850e+04, ], 'CountWeightedFullL1PrefireNom_ptGt450' : [ 7.63306089e+04, 7.63095854e+04, 7.63944131e+04, ], 'CountWeightedFullL1Prefire_ptGt450' : [ 7.63306089e+04, 7.56089009e+04, 7.70453940e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_ptGt450' : [ 7.64697866e+04, 7.92709824e+04, 8.07693008e+04, 7.76002412e+04, 7.63287075e+04, 7.47817212e+04, 7.38000435e+04, 7.05292080e+04, 6.74908638e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_ptGt450' : [ 8.90824688e+04, 5.93018311e+04, ], }), ("nof_tree_events", 7459151), ("nof_db_events", 10055168), ("fsize_local", 70632581084), # 70.63GB, avg file size 4.71GB ("fsize_db", 651382274350), # 651.38GB, avg file size 3.07GB ("use_it", False), ("xsection", 0.2953), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ttHJetTobb_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTH_4f_ctcvcp_TuneCP5_13TeV_madgraph_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ttH_ctcvcp"), ("process_name_specific", "TTH_4f_ctcvcp"), ("nof_files", 97), ("nof_db_files", 257), ("nof_events", { 'Count' : [ 9618000, ], 'CountWeighted' : [ 9.61830195e+06, 9.61819631e+06, 9.61825452e+06, ], 'CountWeightedLHEWeightScale' : [ 1.26659214e+07, 1.17724783e+07, 1.09863050e+07, 1.03482022e+07, 9.61830195e+06, 8.97562053e+06, 8.61384461e+06, 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6.06216302e+05, 7.07655926e+05, 7.60067432e+05, 5.32890426e+05, 6.22075535e+05, 6.68132738e+05, 4.75732518e+05, 5.55346101e+05, 5.96468627e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_rwgt66' : [ 7.08457623e+05, 5.27241843e+05, ], 'CountWeighted_rwgt67' : [ 5.85143026e+05, 5.84745734e+05, 5.85383061e+05, ], 'CountWeightedLHEWeightScale_rwgt67' : [ 5.67645803e+05, 6.65642979e+05, 7.17523109e+05, 4.98986059e+05, 5.85143026e+05, 6.30733979e+05, 4.45464975e+05, 5.22374364e+05, 5.63081935e+05, ], 'CountWeightedLHEEnvelope_rwgt67' : [ 6.66457465e+05, 4.94259392e+05, ], 'CountWeightedFull_rwgt67' : [ 5.85143026e+05, 5.84745734e+05, 5.85383061e+05, ], 'CountWeightedFullLHEWeightScale_rwgt67' : [ 5.67645803e+05, 6.65642979e+05, 7.17523109e+05, 4.98986059e+05, 5.85143026e+05, 6.30733979e+05, 4.45464975e+05, 5.22374364e+05, 5.63081935e+05, ], 'CountWeightedFullLHEEnvelope_rwgt67' : [ 6.66457465e+05, 4.94259392e+05, ], 'CountWeightedL1PrefireNom_rwgt67' : [ 5.65681131e+05, 5.65256247e+05, 5.65949517e+05, ], 'CountWeightedL1Prefire_rwgt67' : [ 5.65681131e+05, 5.61009549e+05, 5.70248010e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom_rwgt67' : [ 5.48137273e+05, 6.43504343e+05, 6.94287322e+05, 4.81837859e+05, 5.65681131e+05, 6.10308885e+05, 4.30155960e+05, 5.05000561e+05, 5.44847617e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_rwgt67' : [ 6.44262712e+05, 4.77588542e+05, ], 'CountWeightedFullL1PrefireNom_rwgt67' : [ 5.65681131e+05, 5.65256247e+05, 5.65949517e+05, ], 'CountWeightedFullL1Prefire_rwgt67' : [ 5.65681131e+05, 5.61009549e+05, 5.70248010e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_rwgt67' : [ 5.48137273e+05, 6.43504343e+05, 6.94287322e+05, 4.81837859e+05, 5.65681131e+05, 6.10308885e+05, 4.30155960e+05, 5.05000561e+05, 5.44847617e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_rwgt67' : [ 6.44262712e+05, 4.77588542e+05, ], 'CountWeighted_rwgt68' : [ 5.45900725e+05, 5.45499014e+05, 5.46141425e+05, ], 'CountWeightedLHEWeightScale_rwgt68' : [ 5.26240315e+05, 6.21002435e+05, 6.72732756e+05, 4.62588509e+05, 5.45900725e+05, 5.91361719e+05, 4.12971725e+05, 4.87342263e+05, 5.27932982e+05, ], 'CountWeightedLHEEnvelope_rwgt68' : [ 6.21780422e+05, 4.59180065e+05, ], 'CountWeightedFull_rwgt68' : [ 5.45900725e+05, 5.45499014e+05, 5.46141425e+05, ], 'CountWeightedFullLHEWeightScale_rwgt68' : [ 5.26240315e+05, 6.21002435e+05, 6.72732756e+05, 4.62588509e+05, 5.45900725e+05, 5.91361719e+05, 4.12971725e+05, 4.87342263e+05, 5.27932982e+05, ], 'CountWeightedFullLHEEnvelope_rwgt68' : [ 6.21780422e+05, 4.59180065e+05, ], 'CountWeightedL1PrefireNom_rwgt68' : [ 5.28504976e+05, 5.28076561e+05, 5.28769545e+05, ], 'CountWeightedL1Prefire_rwgt68' : [ 5.28504976e+05, 5.24314580e+05, 5.32596409e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom_rwgt68' : [ 5.08919330e+05, 6.01212414e+05, 6.51852207e+05, 4.47362741e+05, 5.28504976e+05, 5.73006347e+05, 3.99379243e+05, 4.71812376e+05, 5.11546945e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_rwgt68' : [ 6.01945716e+05, 4.44319546e+05, ], 'CountWeightedFullL1PrefireNom_rwgt68' : [ 5.28504976e+05, 5.28076561e+05, 5.28769545e+05, ], 'CountWeightedFullL1Prefire_rwgt68' : [ 5.28504976e+05, 5.24314580e+05, 5.32596409e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_rwgt68' : [ 5.08919330e+05, 6.01212414e+05, 6.51852207e+05, 4.47362741e+05, 5.28504976e+05, 5.73006347e+05, 3.99379243e+05, 4.71812376e+05, 5.11546945e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_rwgt68' : [ 6.01945716e+05, 4.44319546e+05, ], }), ("nof_tree_events", 4719999), ("nof_db_events", 4719999), ("fsize_local", 43728622871), # 43.73GB, avg file size 1.82GB ("fsize_db", 308444472684), # 308.44GB, avg file size 1.79GB ("use_it", True), ("xsection", 0.01561), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 69), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/THW_ctcvcp"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToTauTau_M125_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToTauTau"), ("nof_files", 6), ("nof_db_files", 35), ("nof_events", { 'Count' : [ 2921180, ], 'CountWeighted' : [ 2.89145759e+06, 2.89172069e+06, 2.89119866e+06, ], 'CountWeightedLHEWeightScale' : [ 3.39114316e+06, 3.47231506e+06, 3.53910875e+06, 2.81281966e+06, 2.89145759e+06, 2.95315956e+06, 2.37228288e+06, 2.44627838e+06, 2.50289762e+06, ], 'CountWeightedLHEEnvelope' : [ 3.61801775e+06, 2.36708216e+06, ], 'CountWeightedFull' : [ 6.27292340e+07, 6.27288620e+07, 6.27413570e+07, ], 'CountWeightedFullLHEWeightScale' : [ 7.35742340e+07, 7.53333190e+07, 7.67834960e+07, 6.10263020e+07, 6.27292340e+07, 6.40709150e+07, 5.14678510e+07, 5.30753290e+07, 5.43016510e+07, ], 'CountWeightedFullLHEEnvelope' : [ 7.84947520e+07, 5.13559965e+07, ], 'CountWeightedL1PrefireNom' : [ 2.85567309e+06, 2.85580688e+06, 2.85551112e+06, ], 'CountWeightedL1Prefire' : [ 2.85567309e+06, 2.84593781e+06, 2.86488881e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.34713247e+06, 3.42824050e+06, 3.49501725e+06, 2.77724594e+06, 2.85567309e+06, 2.91728284e+06, 2.34290306e+06, 2.41662081e+06, 2.47309184e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.57171312e+06, 2.33861841e+06, ], 'CountWeightedFullL1PrefireNom' : [ 6.19533440e+07, 6.19519410e+07, 6.19635060e+07, ], 'CountWeightedFullL1Prefire' : [ 6.19533440e+07, 6.17428160e+07, 6.21535370e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 7.26191880e+07, 7.43770910e+07, 7.58268100e+07, 6.02544110e+07, 6.19533440e+07, 6.32925590e+07, 5.08304895e+07, 5.24312560e+07, 5.36549800e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 7.74901210e+07, 5.07381975e+07, ], }), ("nof_tree_events", 2921180), ("nof_db_events", 2921180), ("fsize_local", 10736319936), # 10.74GB, avg file size 1.79GB ("fsize_db", 121621260930), # 121.62GB, avg file size 3.47GB ("use_it", True), ("xsection", 3.0469), ("genWeight", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToTauTau"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToTauTau_M125_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToTauTau_ext1"), ("nof_files", 19), ("nof_db_files", 169), ("nof_events", { 'Count' : [ 9259000, ], 'CountWeighted' : [ 9.16428109e+06, 9.16185438e+06, 9.16226527e+06, ], 'CountWeightedLHEWeightScale' : [ 1.07466971e+07, 1.10036337e+07, 1.12146306e+07, 8.91477141e+06, 9.16428109e+06, 9.35909388e+06, 7.51928923e+06, 7.75357259e+06, 7.93268780e+06, ], 'CountWeightedLHEEnvelope' : [ 1.14651146e+07, 7.50285142e+06, ], 'CountWeightedFull' : [ 1.98803482e+08, 1.98783002e+08, 1.98776544e+08, ], 'CountWeightedFullLHEWeightScale' : [ 2.33160037e+08, 2.38735970e+08, 2.43308832e+08, 1.93414178e+08, 1.98803482e+08, 2.03052594e+08, 1.63134814e+08, 1.68222730e+08, 1.72105205e+08, ], 'CountWeightedFullLHEEnvelope' : [ 2.48744962e+08, 1.62780542e+08, ], 'CountWeightedL1PrefireNom' : [ 9.05021858e+06, 9.04815612e+06, 9.04886661e+06, ], 'CountWeightedL1Prefire' : [ 9.05021858e+06, 9.01921581e+06, 9.07954700e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.06065748e+07, 1.08632789e+07, 1.10742569e+07, 8.80151903e+06, 9.05021858e+06, 9.24484333e+06, 7.42574334e+06, 7.65916602e+06, 7.83778523e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.13177019e+07, 7.41220933e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.96335602e+08, 1.96315150e+08, 1.96316278e+08, ], 'CountWeightedFullL1Prefire' : [ 1.96335602e+08, 1.95666800e+08, 1.96973453e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.30119358e+08, 2.35688827e+08, 2.40263018e+08, 1.90956980e+08, 1.96335602e+08, 2.00573728e+08, 1.61105434e+08, 1.66172777e+08, 1.70046186e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.45546048e+08, 1.60813336e+08, ], }), ("nof_tree_events", 9259000), ("nof_db_events", 9259000), ("fsize_local", 34023836092), # 34.02GB, avg file size 1.79GB ("fsize_db", 387946138466), # 387.95GB, avg file size 2.30GB ("use_it", True), ("xsection", 3.0469), ("genWeight", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToTauTau_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToZZTo4L_M125_13TeV_powheg2_JHUGenV7011_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToZZTo4L_ext1"), ("nof_files", 2), ("nof_db_files", 20), ("nof_events", { 'Count' : [ 965198, ], 'CountWeighted' : [ 9.55177750e+05, 9.55331156e+05, 9.55322406e+05, ], 'CountWeightedLHEWeightScale' : [ 1.12043556e+06, 1.14709375e+06, 1.16896081e+06, 9.29398844e+05, 9.55174062e+05, 9.75575781e+05, 7.83895688e+05, 8.08263969e+05, 8.26868906e+05, ], 'CountWeightedLHEEnvelope' : [ 1.19516750e+06, 7.82169531e+05, ], 'CountWeightedPSWeight' : [ 9.55331625e+05, 9.55198812e+05, 1.28360350e+06, 9.55174719e+05, 9.54679625e+05, 6.56322844e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 9.65169500e+06, 9.64566000e+06, 9.65169500e+06, 9.65169500e+06, 9.57956600e+06, 9.57353250e+06, ], 'CountWeightedFull' : [ 2.78621250e+07, 2.78664670e+07, 2.78640310e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.26841420e+07, 3.34619750e+07, 3.40998580e+07, 2.71116000e+07, 2.78618730e+07, 2.84584030e+07, 2.28670860e+07, 2.35776070e+07, 2.41209710e+07, ], 'CountWeightedFullLHEEnvelope' : [ 3.48643560e+07, 2.28166350e+07, ], 'CountWeightedFullPSWeight' : [ 2.78680820e+07, 2.78641200e+07, 3.74440240e+07, 2.78634620e+07, 2.78489790e+07, 1.91455990e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 2.81559888e+08, 2.81383968e+08, 2.81559888e+08, 2.81559888e+08, 2.79455896e+08, 2.79279992e+08, ], 'CountWeightedL1PrefireNom' : [ 9.37796719e+05, 9.37870750e+05, 9.37929812e+05, ], 'CountWeightedL1Prefire' : [ 9.37796719e+05, 9.33205406e+05, 9.42234250e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.09923244e+06, 1.12578525e+06, 1.14758325e+06, 9.12149344e+05, 9.37787188e+05, 9.58069375e+05, 7.69571500e+05, 7.93758500e+05, 8.12255281e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.17279869e+06, 7.68235469e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.37989594e+05, 9.37756906e+05, 1.25988706e+06, 9.37680625e+05, 9.37316656e+05, 6.44613562e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.47360000e+06, 9.46770650e+06, 9.47360000e+06, 9.47360000e+06, 9.40314300e+06, 9.39724900e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.73556540e+07, 2.73577230e+07, 2.73575720e+07, ], 'CountWeightedFullL1Prefire' : [ 2.73556540e+07, 2.72217380e+07, 2.74850530e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.20656750e+07, 3.28404280e+07, 3.34763060e+07, 2.66084660e+07, 2.73552330e+07, 2.79477610e+07, 2.24492970e+07, 2.31546370e+07, 2.36946240e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.42119260e+07, 2.24101610e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 2.73623320e+07, 2.73552960e+07, 3.67522900e+07, 2.73531590e+07, 2.73425470e+07, 1.88040710e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.76362616e+08, 2.76190712e+08, 2.76362616e+08, 2.76362616e+08, 2.74307224e+08, 2.74135312e+08, ], }), ("nof_tree_events", 965198), ("nof_db_events", 965198), ("fsize_local", 4461521071), # 4.46GB, avg file size 2.23GB ("fsize_db", 44829063769), # 44.83GB, avg file size 2.24GB ("use_it", True), ("xsection", 0.01297), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToZZTo4L_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToZZTo4L_M125_13TeV_powheg2_JHUGenV7011_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext3-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToZZTo4L_ext3"), ("nof_files", 2), ("nof_db_files", 50), ("nof_events", { 'Count' : [ 988000, ], 'CountWeighted' : [ 9.77745469e+05, 9.77940469e+05, 9.77940062e+05, ], 'CountWeightedLHEWeightScale' : [ 1.14680788e+06, 1.17416012e+06, 1.19648338e+06, 9.51394312e+05, 9.77731562e+05, 9.98618594e+05, 8.02501438e+05, 8.27415125e+05, 8.46498594e+05, ], 'CountWeightedLHEEnvelope' : [ 1.22353888e+06, 8.00561750e+05, ], 'CountWeightedPSWeight' : [ 9.77606375e+05, 9.77413469e+05, 1.31428912e+06, 9.78169094e+05, 9.78014500e+05, 6.71945844e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 9.87735600e+06, 9.87153300e+06, 9.87735600e+06, 9.87735600e+06, 9.80392450e+06, 9.79810050e+06, ], 'CountWeightedFull' : [ 2.85260240e+07, 2.85302300e+07, 2.85249780e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.34541240e+07, 3.42496240e+07, 3.49029820e+07, 2.77530390e+07, 2.85257250e+07, 2.91307470e+07, 2.34098450e+07, 2.41374650e+07, 2.46934410e+07, ], 'CountWeightedFullLHEEnvelope' : [ 3.56909020e+07, 2.33537110e+07, ], 'CountWeightedFullPSWeight' : [ 2.85179890e+07, 2.85122280e+07, 3.83393340e+07, 2.85345380e+07, 2.85297290e+07, 1.96014790e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 2.88192496e+08, 2.88022464e+08, 2.88192496e+08, 2.88192496e+08, 2.86047968e+08, 2.85877904e+08, ], 'CountWeightedL1PrefireNom' : [ 9.60173031e+05, 9.60275469e+05, 9.60347281e+05, ], 'CountWeightedL1Prefire' : [ 9.60173031e+05, 9.55503531e+05, 9.64674438e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.12539375e+06, 1.15259475e+06, 1.17484512e+06, 9.33966000e+05, 9.60154562e+05, 9.80896000e+05, 7.88027250e+05, 8.12754969e+05, 8.31701969e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.20092181e+06, 7.86462562e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.60066344e+05, 9.59723125e+05, 1.29040706e+06, 9.60479344e+05, 9.60602344e+05, 6.60091406e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.69784700e+06, 9.69214150e+06, 9.69784700e+06, 9.69784700e+06, 9.62610100e+06, 9.62039500e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.80122560e+07, 2.80140020e+07, 2.80124000e+07, ], 'CountWeightedFullL1Prefire' : [ 2.80122560e+07, 2.78760030e+07, 2.81438130e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.28293890e+07, 3.36212280e+07, 3.42717080e+07, 2.72447440e+07, 2.80118020e+07, 2.86137840e+07, 2.29876340e+07, 2.37095760e+07, 2.42617940e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.50314700e+07, 2.29423170e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 2.80062970e+07, 2.79962360e+07, 3.76426720e+07, 2.80184480e+07, 2.80218150e+07, 1.92556810e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.82938256e+08, 2.82771712e+08, 2.82938256e+08, 2.82938256e+08, 2.80843648e+08, 2.80677088e+08, ], }), ("nof_tree_events", 988000), ("nof_db_events", 988000), ("fsize_local", 4580158498), # 4.58GB, avg file size 2.29GB ("fsize_db", 46820541357), # 46.82GB, avg file size 936.41MB ("use_it", True), ("xsection", 0.01297), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToZZTo4L_ext3"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToZZTo4L_M125_13TeV_powheg2_JHUGenV7011_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext4-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToZZTo4L_ext4"), ("nof_files", 2), ("nof_db_files", 45), ("nof_events", { 'Count' : [ 988312, ], 'CountWeighted' : [ 9.88159094e+05, 9.88248438e+05, 9.88329344e+05, ], 'CountWeightedLHEWeightScale' : [ 1.15889988e+06, 1.18647825e+06, 1.20905569e+06, 9.61424125e+05, 9.88159094e+05, 1.00926606e+06, 8.11003281e+05, 8.36237562e+05, 8.55513562e+05, ], 'CountWeightedLHEEnvelope' : [ 1.20528938e+06, 8.28943500e+05, ], 'CountWeightedPSWeight' : [ 9.88360531e+05, 9.88329062e+05, 1.32838369e+06, 9.88002594e+05, 9.87992688e+05, 6.78802812e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 9.88439150e+06, 9.87795250e+06, 9.88439150e+06, 9.88439150e+06, 9.80650300e+06, 9.80006300e+06, ], 'CountWeightedFull' : [ 2.85096950e+07, 2.85080250e+07, 2.85016360e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.34274180e+07, 3.42233000e+07, 3.48738180e+07, 2.77313020e+07, 2.85096950e+07, 2.91114700e+07, 2.33923360e+07, 2.41199120e+07, 2.46762220e+07, ], 'CountWeightedFullLHEEnvelope' : [ 3.47652040e+07, 2.39098400e+07, ], 'CountWeightedFullPSWeight' : [ 2.85085470e+07, 2.85072990e+07, 3.83157500e+07, 2.84979660e+07, 2.84975450e+07, 1.95792820e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 2.85068336e+08, 2.84882768e+08, 2.85068336e+08, 2.85068336e+08, 2.82823504e+08, 2.82637984e+08, ], 'CountWeightedL1PrefireNom' : [ 9.70174281e+05, 9.70199562e+05, 9.70296375e+05, ], 'CountWeightedL1Prefire' : [ 9.70174281e+05, 9.65399188e+05, 9.74769219e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.13697919e+06, 1.16443406e+06, 1.18692088e+06, 9.43585031e+05, 9.70174281e+05, 9.91132406e+05, 7.96180406e+05, 8.21212906e+05, 8.40366438e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.18263950e+06, 8.14191688e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.70405688e+05, 9.70251250e+05, 1.30385038e+06, 9.69899438e+05, 9.70052094e+05, 6.66683281e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.70381350e+06, 9.69753000e+06, 9.70381350e+06, 9.70381350e+06, 9.62769350e+06, 9.62140850e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.79881920e+07, 2.79866070e+07, 2.79828600e+07, ], 'CountWeightedFullL1Prefire' : [ 2.79881920e+07, 2.78503390e+07, 2.81210590e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.27951450e+07, 3.35871130e+07, 3.42353960e+07, 2.72166560e+07, 2.79881920e+07, 2.85883460e+07, 2.29648680e+07, 2.36868010e+07, 2.42393350e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.41118280e+07, 2.34844400e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 2.79906200e+07, 2.79858350e+07, 3.76081400e+07, 2.79757350e+07, 2.79800620e+07, 1.92297440e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.79869120e+08, 2.79687984e+08, 2.79869120e+08, 2.79869120e+08, 2.77674832e+08, 2.77493664e+08, ], }), ("nof_tree_events", 988312), ("nof_db_events", 988312), ("fsize_local", 4586447857), # 4.59GB, avg file size 2.29GB ("fsize_db", 47000353665), # 47.00GB, avg file size 1.04GB ("use_it", True), ("xsection", 0.01297), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToZZTo4L_ext4"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToZZTo2L2Q_M125_13TeV_powheg2_JHUGenV7011_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToZZTo2L2Q_M125"), ("nof_files", 2), ("nof_db_files", 48), ("nof_events", { 'Count' : [ 992000, ], 'CountWeighted' : [ 9.82034250e+05, 9.82215031e+05, 9.82010469e+05, ], 'CountWeightedLHEWeightScale' : [ 1.15173100e+06, 1.17919562e+06, 1.20165656e+06, 9.55507656e+05, 9.82021719e+05, 1.00295647e+06, 8.06003344e+05, 8.31037531e+05, 8.50198219e+05, ], 'CountWeightedLHEEnvelope' : [ 1.22879244e+06, 8.04026562e+05, ], 'CountWeightedFull' : [ 2.86517260e+07, 2.86460660e+07, 2.86503240e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.35987650e+07, 3.43977480e+07, 3.50550000e+07, 2.78740940e+07, 2.86514880e+07, 2.92584230e+07, 2.35126850e+07, 2.42437710e+07, 2.48019220e+07, ], 'CountWeightedFullLHEEnvelope' : [ 3.58454160e+07, 2.34554310e+07, ], 'CountWeightedL1PrefireNom' : [ 9.69374344e+05, 9.69477500e+05, 9.69384375e+05, ], 'CountWeightedL1Prefire' : [ 9.69374344e+05, 9.65875125e+05, 9.72649594e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.13611256e+06, 1.16355119e+06, 1.18603212e+06, 9.42893562e+05, 9.69357375e+05, 9.90249438e+05, 7.95594625e+05, 8.20542656e+05, 8.39651031e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.21235906e+06, 7.93953969e+05, ], 'CountWeightedFullL1PrefireNom' : [ 2.82813770e+07, 2.82763860e+07, 2.82808590e+07, ], 'CountWeightedFullL1Prefire' : [ 2.82813770e+07, 2.81792990e+07, 2.83771280e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.31430760e+07, 3.39420060e+07, 3.45991520e+07, 2.75062730e+07, 2.82809930e+07, 2.88877100e+07, 2.32090260e+07, 2.39373920e+07, 2.44942430e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.53662940e+07, 2.31615140e+07, ], }), ("nof_tree_events", 992000), ("nof_db_events", 992000), ("fsize_local", 4222962453), # 4.22GB, avg file size 2.11GB ("fsize_db", 44974281652), # 44.97GB, avg file size 936.96MB ("use_it", True), ("xsection", 0.17963), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToZZTo2L2Q_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToWWToLNuQQ_M125_NNPDF31_TuneCP5_PSweights_13TeV_powheg_JHUGen710_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToWWToLNuQQ_M125_PSweights"), ("nof_files", 1), ("nof_db_files", 19), ("nof_events", { 'Count' : [ 465000, ], 'CountWeighted' : [ 4.60424344e+05, 4.60408375e+05, 4.60392438e+05, ], 'CountWeightedLHEWeightScale' : [ 5.40101312e+05, 5.52957562e+05, 5.63511750e+05, 4.47934719e+05, 4.60420156e+05, 4.70224750e+05, 3.77763250e+05, 3.89511531e+05, 3.98491281e+05, ], 'CountWeightedLHEEnvelope' : [ 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'CountWeightedL1Prefire' : [ 4.56148969e+05, 4.54927344e+05, 4.57275094e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 5.34777125e+05, 5.47648250e+05, 5.58223625e+05, 4.43669531e+05, 4.56143062e+05, 4.65957469e+05, 3.74266375e+05, 3.85994156e+05, 3.94970750e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.70640875e+05, 3.73476812e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 4.56208531e+05, 4.56159250e+05, 6.27365375e+05, 4.56062906e+05, 4.55569500e+05, 3.00159750e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.60678950e+06, 4.60272000e+06, 4.60678950e+06, 4.60678950e+06, 4.55779200e+06, 4.55372250e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.33055180e+07, 1.33029160e+07, 1.33045940e+07, ], 'CountWeightedFullL1Prefire' : [ 1.33055180e+07, 1.32697550e+07, 1.33383470e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.55982020e+07, 1.59733740e+07, 1.62821460e+07, 1.29408080e+07, 1.33048420e+07, 1.35908840e+07, 1.09164710e+07, 1.12585510e+07, 1.15203590e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.66441240e+07, 1.08934870e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.33066660e+07, 1.33051160e+07, 1.82987560e+07, 1.33023280e+07, 1.32878540e+07, 8.75496800e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.34362144e+08, 1.34243568e+08, 1.34362144e+08, 1.34362144e+08, 1.32933312e+08, 1.32814728e+08, ], }), ("nof_tree_events", 465000), ("nof_db_events", 465000), ("fsize_local", 1786213103), # 1.79GB, avg file size 1.79GB ("fsize_db", 19992436481), # 19.99GB, avg file size 1.05GB ("use_it", True), ("xsection", 4.5621), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToWWToLNuQQ_M125_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToWWTo2L2Nu_M125_13TeV_powheg2_JHUGenV714_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToWWTo2L2Nu_M125"), ("nof_files", 2), ("nof_db_files", 58), ("nof_events", { 'Count' : [ 953600, ], 'CountWeighted' : [ 9.43484250e+05, 9.43528875e+05, 9.43505531e+05, ], 'CountWeightedLHEWeightScale' : [ 1.10679156e+06, 1.13334500e+06, 1.15513100e+06, 9.17964562e+05, 9.43474594e+05, 9.63799531e+05, 7.74137906e+05, 7.98282781e+05, 8.16786625e+05, ], 'CountWeightedLHEEnvelope' : [ 1.18077381e+06, 7.72590125e+05, ], 'CountWeightedFull' : [ 2.75314410e+07, 2.75307820e+07, 2.75285920e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.22877970e+07, 3.30607250e+07, 3.36978380e+07, 2.67786720e+07, 2.75312260e+07, 2.81161400e+07, 2.25831740e+07, 2.32880560e+07, 2.38271170e+07, ], 'CountWeightedFullLHEEnvelope' : [ 3.44448730e+07, 2.25383450e+07, ], 'CountWeightedL1PrefireNom' : [ 9.33168562e+05, 9.33193875e+05, 9.33201594e+05, ], 'CountWeightedL1Prefire' : [ 9.33168562e+05, 9.30337125e+05, 9.35854188e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.09400672e+06, 1.12056088e+06, 1.14236931e+06, 9.07664781e+05, 9.33155969e+05, 9.53443781e+05, 7.65654312e+05, 7.89738156e+05, 8.08205375e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.16734194e+06, 7.64387594e+05, ], 'CountWeightedFullL1PrefireNom' : [ 2.72289520e+07, 2.72277720e+07, 2.72269790e+07, ], 'CountWeightedFullL1Prefire' : [ 2.72289520e+07, 2.71461930e+07, 2.73073370e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.19148460e+07, 3.26880910e+07, 3.33255660e+07, 2.64782600e+07, 2.72285760e+07, 2.78140540e+07, 2.23356920e+07, 2.30386610e+07, 2.35767700e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.40531920e+07, 2.22990160e+07, ], }), ("nof_tree_events", 953600), ("nof_db_events", 953600), ("fsize_local", 3554691454), # 3.55GB, avg file size 1.78GB ("fsize_db", 41071656137), # 41.07GB, avg file size 708.13MB ("use_it", True), ("xsection", 1.1033), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToWWTo2L2Nu_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToMuMu_M-125_TuneCP5_PSweights_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToMuMu_M125"), ("nof_files", 2), ("nof_db_files", 16), ("nof_events", { 'Count' : [ 494000, ], 'CountWeighted' : [ 4.88946804e+05, 4.88904837e+05, 4.89019700e+05, ], 'CountWeightedLHEWeightScale' : [ 5.73584788e+05, 5.87089936e+05, 5.98170406e+05, 4.75814062e+05, 4.88946804e+05, 4.99261508e+05, 4.01344528e+05, 4.13761824e+05, 4.23195769e+05, ], 'CountWeightedLHEEnvelope' : [ 6.11870258e+05, 4.00268903e+05, ], 'CountWeightedPSWeight' : [ 4.88946028e+05, 4.89331020e+05, 6.56960672e+05, 4.89009003e+05, 4.87935095e+05, 3.35724830e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.94107492e+06, 4.92580392e+06, 4.94107492e+06, 4.94107492e+06, 4.83183839e+06, 4.81656789e+06, ], 'CountWeightedFull' : [ 1.06082138e+07, 1.06080865e+07, 1.06086756e+07, ], 'CountWeightedFullLHEWeightScale' : [ 1.24439460e+07, 1.27370368e+07, 1.29773060e+07, 1.03227340e+07, 1.06082138e+07, 1.08313995e+07, 8.70703261e+06, 8.97588139e+06, 9.18117806e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.32745123e+07, 8.68354767e+06, ], 'CountWeightedFullPSWeight' : [ 1.06076354e+07, 1.06159920e+07, 1.42526953e+07, 1.06090160e+07, 1.05856613e+07, 7.28353105e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.07167342e+08, 1.06836930e+08, 1.07167342e+08, 1.07167342e+08, 1.04801440e+08, 1.04470979e+08, ], 'CountWeightedL1PrefireNom' : [ 4.84193033e+05, 4.84156545e+05, 4.84263319e+05, ], 'CountWeightedL1Prefire' : [ 4.84193033e+05, 4.82885041e+05, 4.85430916e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 5.67688257e+05, 5.81199721e+05, 5.92291959e+05, 4.71079719e+05, 4.84193033e+05, 4.94504890e+05, 3.97455223e+05, 4.09835047e+05, 4.19263283e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 6.05687705e+05, 3.96502015e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 4.84218992e+05, 4.84538829e+05, 6.50458176e+05, 4.84219426e+05, 4.83265034e+05, 3.32584623e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.89256253e+06, 4.87748934e+06, 4.89256253e+06, 4.89256253e+06, 4.78487372e+06, 4.76980056e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.05050606e+07, 1.05047216e+07, 1.05056615e+07, ], 'CountWeightedFullL1Prefire' : [ 1.05050606e+07, 1.04765411e+07, 1.05318228e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.23160095e+07, 1.26091578e+07, 1.28497631e+07, 1.02200317e+07, 1.05050606e+07, 1.07282138e+07, 8.62269506e+06, 8.89090686e+06, 9.09589570e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.31403676e+07, 8.60189948e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.05051205e+07, 1.05120477e+07, 1.41116560e+07, 1.05051515e+07, 1.04843439e+07, 7.21540322e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.06121774e+08, 1.05795327e+08, 1.06121774e+08, 1.06121774e+08, 1.03788499e+08, 1.03462084e+08, ], }), ("nof_tree_events", 494000), ("nof_db_events", 494000), ("fsize_local", 2001614949), # 2.00GB, avg file size 1.00GB ("fsize_db", 21883331893), # 21.88GB, avg file size 1.37GB ("use_it", True), ("xsection", 0.010571), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToMuMu_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToMuMu_M-125_TuneCP5_PSweights_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToMuMu_M125_ext1"), ("nof_files", 3), ("nof_db_files", 53), ("nof_events", { 'Count' : [ 1489600, ], 'CountWeighted' : [ 1.47477562e+06, 1.47472616e+06, 1.47464450e+06, ], 'CountWeightedLHEWeightScale' : [ 1.72982538e+06, 1.77109488e+06, 1.80489669e+06, 1.43483744e+06, 1.47477562e+06, 1.50608872e+06, 1.21011738e+06, 1.24776053e+06, 1.27650078e+06, ], 'CountWeightedLHEEnvelope' : [ 1.84552712e+06, 1.20726381e+06, ], 'CountWeightedPSWeight' : [ 1.47462294e+06, 1.47496247e+06, 1.98137575e+06, 1.47491666e+06, 1.47323041e+06, 1.01318181e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.48940215e+07, 1.48481535e+07, 1.48940365e+07, 1.48940240e+07, 1.45643035e+07, 1.45184060e+07, ], 'CountWeightedFull' : [ 3.19953280e+07, 3.19899710e+07, 3.19957040e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.75287130e+07, 3.84224030e+07, 3.91570090e+07, 3.11289570e+07, 3.19953280e+07, 3.26747170e+07, 2.62532600e+07, 2.70700680e+07, 2.76936020e+07, ], 'CountWeightedFullLHEEnvelope' : [ 4.00377710e+07, 2.61914500e+07, ], 'CountWeightedFullPSWeight' : [ 3.19917270e+07, 3.19990840e+07, 4.29856930e+07, 3.19981690e+07, 3.19615600e+07, 2.19809195e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 3.23113936e+08, 3.22118560e+08, 3.23113984e+08, 3.23113984e+08, 3.15960264e+08, 3.14964800e+08, ], 'CountWeightedL1PrefireNom' : [ 1.46067903e+06, 1.46060709e+06, 1.46061216e+06, ], 'CountWeightedL1Prefire' : [ 1.46067903e+06, 1.45677569e+06, 1.46433959e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.71235612e+06, 1.75361625e+06, 1.78746456e+06, 1.42080697e+06, 1.46067903e+06, 1.49198353e+06, 1.19858809e+06, 1.23613150e+06, 1.26483903e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.82718994e+06, 1.19610547e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.46061759e+06, 1.46077303e+06, 1.96207650e+06, 1.46071562e+06, 1.45935066e+06, 1.00386512e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.47516085e+07, 1.47062730e+07, 1.47516225e+07, 1.47516110e+07, 1.44261185e+07, 1.43807555e+07, ], 'CountWeightedFullL1PrefireNom' : [ 3.16896330e+07, 3.16846210e+07, 3.16904120e+07, ], 'CountWeightedFullL1Prefire' : [ 3.16896330e+07, 3.16050190e+07, 3.17683770e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.71497580e+07, 3.80436370e+07, 3.87789030e+07, 3.08244960e+07, 3.16896330e+07, 3.23686800e+07, 2.60031640e+07, 2.68178170e+07, 2.74406250e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.96400950e+07, 2.59493720e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.16878990e+07, 3.16912380e+07, 4.25670710e+07, 3.16900470e+07, 3.16605140e+07, 2.17788180e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.20023416e+08, 3.19039736e+08, 3.20023456e+08, 3.20023456e+08, 3.12961888e+08, 3.11978096e+08, ], }), ("nof_tree_events", 1489600), ("nof_db_events", 1489600), ("fsize_local", 6035547983), # 6.04GB, avg file size 2.01GB ("fsize_db", 66238692309), # 66.24GB, avg file size 1.25GB ("use_it", True), ("xsection", 0.010571), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToMuMu_M125_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToBB_M125_13TeV_amcatnloFXFX_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToBB_M125"), ("nof_files", 19), ("nof_db_files", 200), ("nof_events", { 'Count' : [ 9358631, ], 'CountWeighted' : [ 5.33891222e+06, 5.33894259e+06, 5.33993692e+06, ], 'CountWeightedLHEWeightScale' : [ 6.32383191e+06, 6.46241916e+06, 6.60641281e+06, 5.22197356e+06, 5.33889167e+06, 5.43954434e+06, 4.33398389e+06, 4.43550219e+06, 4.51340381e+06, ], 'CountWeightedLHEEnvelope' : [ 7.13237725e+06, 3.96153431e+06, ], 'CountWeightedFull' : [ 1.03005612e+09, 1.02985354e+09, 1.02996944e+09, ], 'CountWeightedFullLHEWeightScale' : [ 1.21985648e+09, 1.24659644e+09, 1.27436863e+09, 1.00731372e+09, 1.03004990e+09, 1.04928146e+09, 8.36018108e+08, 8.55600816e+08, 8.70629512e+08, ], 'CountWeightedFullLHEEnvelope' : [ 1.37583207e+09, 7.64174512e+08, ], 'CountWeightedL1PrefireNom' : [ 5.27899517e+06, 5.27884723e+06, 5.27994505e+06, ], 'CountWeightedL1Prefire' : [ 5.27899517e+06, 5.26250038e+06, 5.29436212e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 6.24936084e+06, 6.38824831e+06, 6.53223078e+06, 5.16135786e+06, 5.27897588e+06, 5.38007270e+06, 4.28485303e+06, 4.38704097e+06, 4.46559358e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 7.05027872e+06, 3.91828173e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.01844195e+09, 1.01825802e+09, 1.01842850e+09, ], 'CountWeightedFullL1Prefire' : [ 1.01844195e+09, 1.01525462e+09, 1.02141079e+09, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.20549106e+09, 1.23228789e+09, 1.26005859e+09, 9.95619748e+08, 1.01843706e+09, 1.03780902e+09, 8.26540264e+08, 8.46252648e+08, 8.61407752e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.35999362e+09, 7.55830940e+08, ], }), ("nof_tree_events", 9358631), ("nof_db_events", 9358631), ("fsize_local", 37535105299), # 37.54GB, avg file size 1.98GB ("fsize_db", 416027040109), # 416.03GB, avg file size 2.08GB ("use_it", True), ("xsection", 28.293), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToBB_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluHToGG_M125_13TeV_amcatnloFXFX_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ggH"), ("process_name_specific", "GluGluHToGG_M125"), ("nof_files", 5), ("nof_db_files", 61), ("nof_events", { 'Count' : [ 1995838, ], 'CountWeighted' : [ 1.13726430e+06, 1.13703978e+06, 1.13740062e+06, ], 'CountWeightedLHEWeightScale' : [ 1.34615965e+06, 1.37574870e+06, 1.40655431e+06, 1.11224671e+06, 1.13726374e+06, 1.15855480e+06, 9.23451658e+05, 9.45059590e+05, 9.61613685e+05, ], 'CountWeightedLHEEnvelope' : [ 1.51871719e+06, 8.43628645e+05, ], 'CountWeightedFull' : [ 2.19362332e+08, 2.19332485e+08, 2.19397963e+08, ], 'CountWeightedFullLHEWeightScale' : [ 2.59672083e+08, 2.65379683e+08, 2.71322166e+08, 2.14550101e+08, 2.19362344e+08, 2.23483512e+08, 1.78131507e+08, 1.82301147e+08, 1.85494305e+08, ], 'CountWeightedFullLHEEnvelope' : [ 2.92958453e+08, 1.62734205e+08, ], 'CountWeightedL1PrefireNom' : [ 1.07507065e+06, 1.07480830e+06, 1.07533089e+06, ], 'CountWeightedL1Prefire' : [ 1.07507065e+06, 1.06119149e+06, 1.08904188e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.27154341e+06, 1.30022612e+06, 1.32993336e+06, 1.05069493e+06, 1.07507018e+06, 1.09584909e+06, 8.72530326e+05, 8.93654118e+05, 9.09913181e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.43533963e+06, 7.97581537e+05, ], 'CountWeightedFullL1PrefireNom' : [ 2.07370988e+08, 2.07327860e+08, 2.07425712e+08, ], 'CountWeightedFullL1Prefire' : [ 2.07370988e+08, 2.04693560e+08, 2.10067067e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.45278996e+08, 2.50811462e+08, 2.56541892e+08, 2.02677683e+08, 2.07370976e+08, 2.11387467e+08, 1.68309414e+08, 1.72384501e+08, 1.75521353e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.76875353e+08, 1.53851799e+08, ], }), ("nof_tree_events", 1995838), ("nof_db_events", 1995838), ("fsize_local", 8215919854), # 8.22GB, avg file size 1.64GB ("fsize_db", 88338303082), # 88.34GB, avg file size 1.45GB ("use_it", True), ("xsection", 0.11028), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/GluGluHToGG_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBFHToTauTau_M125_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBFHToTauTau"), ("nof_files", 6), ("nof_db_files", 39), ("nof_events", { 'Count' : [ 2977152, ], 'CountWeighted' : [ 2.97337862e+06, 2.97335153e+06, 2.97347419e+06, ], 'CountWeightedLHEWeightScale' : [ 2.95453834e+06, 2.96307591e+06, 2.98922694e+06, 2.97129288e+06, 2.97337862e+06, 2.99004072e+06, 2.98482962e+06, 2.98136762e+06, 2.99068666e+06, ], 'CountWeightedLHEEnvelope' : [ 3.11821562e+06, 2.82436253e+06, ], 'CountWeightedFull' : [ 1.14930310e+07, 1.14898662e+07, 1.14918269e+07, ], 'CountWeightedFullLHEWeightScale' : [ 1.14198028e+07, 1.14528058e+07, 1.15539009e+07, 1.14845894e+07, 1.14930310e+07, 1.15570356e+07, 1.15368935e+07, 1.15235566e+07, 1.15595421e+07, ], 'CountWeightedFullLHEEnvelope' : [ 1.20524669e+07, 1.09166178e+07, ], 'CountWeightedL1PrefireNom' : [ 2.84215403e+06, 2.84187628e+06, 2.84238634e+06, ], 'CountWeightedL1Prefire' : [ 2.84215403e+06, 2.81126175e+06, 2.87262847e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.82455947e+06, 2.83261550e+06, 2.85744422e+06, 2.83987266e+06, 2.84215403e+06, 2.85835406e+06, 2.85225316e+06, 2.84966081e+06, 2.85908256e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.98066303e+06, 2.70028056e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.09854689e+07, 1.09828144e+07, 1.09857995e+07, ], 'CountWeightedFullL1Prefire' : [ 1.09854689e+07, 1.08659876e+07, 1.11032612e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.09174054e+07, 1.09485500e+07, 1.10445146e+07, 1.09766185e+07, 1.09854689e+07, 1.10480295e+07, 1.10244229e+07, 1.10144694e+07, 1.10508526e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.15208078e+07, 1.04370325e+07, ], }), ("nof_tree_events", 2977152), ("nof_db_events", 2977152), ("fsize_local", 14663666002), # 14.66GB, avg file size 2.44GB ("fsize_db", 133660549317), # 133.66GB, avg file size 3.43GB ("use_it", True), ("xsection", 0.2372), ("genWeight", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBFHToTauTau"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBF_HToZZTo4L_M125_13TeV_powheg2_JHUGenV7011_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBF_HToZZTo4L_ext1"), ("nof_files", 2), ("nof_db_files", 19), ("nof_events", { 'Count' : [ 986020, ], 'CountWeighted' : [ 9.84534188e+05, 9.84630125e+05, 9.84709125e+05, ], 'CountWeightedLHEWeightScale' : [ 9.78358906e+05, 9.81239844e+05, 9.89893812e+05, 9.83936500e+05, 9.84452188e+05, 9.90261625e+05, 9.88438562e+05, 9.87410625e+05, 9.90563938e+05, ], 'CountWeightedLHEEnvelope' : [ 1.03315875e+06, 9.34905375e+05, ], 'CountWeightedPSWeight' : [ 9.84584125e+05, 9.84958156e+05, 1.29044469e+06, 9.84701625e+05, 9.83641281e+05, 6.97870375e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' 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9.40113219e+05, 9.38027250e+05, 9.37289312e+05, 9.40454875e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.80780969e+05, 8.87651188e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.34669812e+05, 9.34754469e+05, 1.22453206e+06, 9.34773250e+05, 9.34176469e+05, 6.63042906e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.68832562e+06, 3.68809712e+06, 4.75745050e+06, 3.68871188e+06, 3.61237112e+06, 2.61658150e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.68288175e+06, 3.68276812e+06, 3.68336838e+06, ], 'CountWeightedFullL1Prefire' : [ 3.68288175e+06, 3.63658662e+06, 3.72870338e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.65975125e+06, 3.67033775e+06, 3.70245412e+06, 3.67975325e+06, 3.68269850e+06, 3.70414625e+06, 3.69589800e+06, 3.69299688e+06, 3.70545925e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.86433250e+06, 3.49741375e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.68273312e+06, 3.68301062e+06, 4.82472900e+06, 3.68314025e+06, 3.68071800e+06, 2.61246775e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.45326235e+07, 1.45313965e+07, 1.87448110e+07, 1.45341125e+07, 1.42331090e+07, 1.03095960e+07, ], }), ("nof_tree_events", 986020), ("nof_db_events", 986020), ("fsize_local", 5882966558), # 5.88GB, avg file size 2.94GB ("fsize_db", 49857117667), # 49.86GB, avg file size 2.62GB ("use_it", True), ("xsection", 0.0010099), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBF_HToZZTo4L_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBF_HToZZTo4L_M125_13TeV_powheg2_JHUGenV7011_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext2-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBF_HToZZTo4L_ext2"), ("nof_files", 2), ("nof_db_files", 29), ("nof_events", { 'Count' : [ 1000000, ], 'CountWeighted' : [ 9.98892125e+05, 9.98766250e+05, 9.98674719e+05, ], 'CountWeightedLHEWeightScale' : [ 9.92405000e+05, 9.95243031e+05, 1.00398516e+06, 9.98071094e+05, 9.98815344e+05, 1.00442638e+06, 1.00263691e+06, 1.00156672e+06, 1.00477784e+06, ], 'CountWeightedLHEEnvelope' : [ 1.04805059e+06, 9.48245688e+05, ], 'CountWeightedPSWeight' : [ 9.98718125e+05, 9.98703312e+05, 1.30948712e+06, 9.98881906e+05, 9.98783344e+05, 7.07989281e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 3.94033850e+06, 3.93993975e+06, 5.08549050e+06, 3.94102562e+06, 3.86020450e+06, 2.79349462e+06, ], 'CountWeightedFull' : [ 3.93515000e+06, 3.93502250e+06, 3.93509175e+06, ], 'CountWeightedFullLHEWeightScale' : [ 3.91015388e+06, 3.92135438e+06, 3.95579425e+06, 3.93247888e+06, 3.93508900e+06, 3.95752675e+06, 3.95047000e+06, 3.94626438e+06, 3.95891188e+06, ], 'CountWeightedFullLHEEnvelope' : [ 4.12941662e+06, 3.73616750e+06, ], 'CountWeightedFullPSWeight' : [ 3.93486112e+06, 3.93494588e+06, 5.15942650e+06, 3.93556775e+06, 3.93529388e+06, 2.78955700e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.55249425e+07, 1.55236930e+07, 2.00371910e+07, 1.55275310e+07, 1.52096095e+07, 1.10066290e+07, ], 'CountWeightedL1PrefireNom' : [ 9.48130781e+05, 9.47989344e+05, 9.48145375e+05, ], 'CountWeightedL1Prefire' : [ 9.48130781e+05, 9.36209344e+05, 9.59941812e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 9.42158719e+05, 9.44807438e+05, 9.53041281e+05, 9.47314562e+05, 9.48080625e+05, 9.53529625e+05, 9.51467094e+05, 9.50696375e+05, 9.53919969e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.94878656e+05, 9.00298406e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.48040094e+05, 9.47710781e+05, 1.24266200e+06, 9.48155156e+05, 9.48664312e+05, 6.72614844e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.74054775e+06, 3.73884050e+06, 4.82612025e+06, 3.74100125e+06, 3.66667662e+06, 2.65397012e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.73543238e+06, 3.73499400e+06, 3.73588800e+06, ], 'CountWeightedFullL1Prefire' : [ 3.73543238e+06, 3.68846425e+06, 3.78199925e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.71218600e+06, 3.72262375e+06, 3.75507412e+06, 3.73249362e+06, 3.73534450e+06, 3.75698950e+06, 3.74886075e+06, 3.74582950e+06, 3.75853462e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.91991875e+06, 3.54725725e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.73528250e+06, 3.73403388e+06, 4.89616175e+06, 3.73575425e+06, 3.73782600e+06, 2.65018100e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.47380150e+07, 1.47314055e+07, 1.90152820e+07, 1.47397325e+07, 1.44470920e+07, 1.04569380e+07, ], }), ("nof_tree_events", 1000000), ("nof_db_events", 1000000), ("fsize_local", 5968389142), # 5.97GB, avg file size 2.98GB ("fsize_db", 51167133340), # 51.17GB, avg file size 1.76GB ("use_it", True), ("xsection", 0.0010099), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBF_HToZZTo4L_ext2"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBFHToWWToLNuQQ_M125_NNPDF31_TuneCP5_PSweights_13TeV_powheg_JHUGen710_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBFHToWWToLNuQQ_M125_PSweights"), ("nof_files", 1), ("nof_db_files", 30), ("nof_events", { 'Count' : [ 483600, ], 'CountWeighted' : [ 4.82891938e+05, 4.82859875e+05, 4.82890688e+05, ], 'CountWeightedLHEWeightScale' : [ 4.79748406e+05, 4.81168375e+05, 4.85432375e+05, 4.82526938e+05, 4.82891938e+05, 4.85655969e+05, 4.84768125e+05, 4.84274875e+05, 4.85840156e+05, ], 'CountWeightedLHEEnvelope' : [ 5.06744312e+05, 4.58407125e+05, ], 'CountWeightedPSWeight' : [ 4.82929781e+05, 4.83148688e+05, 6.49363750e+05, 4.82847156e+05, 4.82123250e+05, 3.26825531e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.90748275e+06, 1.90804275e+06, 2.51297775e+06, 1.90716988e+06, 1.85276912e+06, 1.29094538e+06, ], 'CountWeightedFull' : [ 1.90401388e+06, 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'CountWeightedPSWeightL1PrefireNom' : [ 4.63136688e+05, 4.63167594e+05, 6.22542250e+05, 4.63038781e+05, 4.62629438e+05, 3.13695438e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.82934200e+06, 1.82916088e+06, 2.40925450e+06, 1.82896600e+06, 1.77794962e+06, 1.23909362e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.82599712e+06, 1.82585250e+06, 1.82623300e+06, ], 'CountWeightedFullL1Prefire' : [ 1.82599712e+06, 1.80742500e+06, 1.84422512e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.81436012e+06, 1.81968000e+06, 1.83570300e+06, 1.82439700e+06, 1.82599712e+06, 1.83662875e+06, 1.83249525e+06, 1.83111850e+06, 1.83737788e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.91622212e+06, 1.73376862e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.82618688e+06, 1.82631462e+06, 2.45474275e+06, 1.82579350e+06, 1.82419525e+06, 1.23693688e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 7.21336200e+06, 7.21252200e+06, 9.49990100e+06, 7.21191350e+06, 7.01059250e+06, 4.88585400e+06, ], }), ("nof_tree_events", 483600), ("nof_db_events", 483600), ("fsize_local", 2489119250), # 2.49GB, avg file size 2.49GB ("fsize_db", 22613864866), # 22.61GB, avg file size 753.80MB ("use_it", True), ("xsection", 0.35517), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBFHToWWToLNuQQ_M125_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBFHToWWTo2L2Nu_M125_13TeV_powheg2_JHUGenV714_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBFHToWWTo2L2Nu_M125"), ("nof_files", 2), ("nof_db_files", 32), ("nof_events", { 'Count' : [ 500000, ], 'CountWeighted' : [ 4.99285275e+05, 4.99236009e+05, 4.99291788e+05, ], 'CountWeightedLHEWeightScale' : [ 4.96028787e+05, 4.97483972e+05, 5.01889011e+05, 4.98918077e+05, 4.99283223e+05, 5.02147955e+05, 5.01261613e+05, 5.00744513e+05, 5.02342904e+05, ], 'CountWeightedLHEEnvelope' : [ 5.23733168e+05, 4.74169651e+05, ], 'CountWeightedFull' : [ 1.93921012e+06, 1.93937944e+06, 1.93917334e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.92664092e+06, 1.93229839e+06, 1.94939974e+06, 1.93785573e+06, 1.93917251e+06, 1.95040802e+06, 1.94696027e+06, 1.94496104e+06, 1.95117479e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.03426116e+06, 1.84173853e+06, ], 'CountWeightedL1PrefireNom' : [ 4.78206951e+05, 4.78133913e+05, 4.78250655e+05, ], 'CountWeightedL1Prefire' : [ 4.78206951e+05, 4.73235689e+05, 4.83108784e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 4.75147828e+05, 4.76521661e+05, 4.80713290e+05, 4.77791131e+05, 4.78199815e+05, 4.80977709e+05, 4.79939233e+05, 4.79563059e+05, 4.81178325e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.01620826e+05, 4.54228602e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.85735627e+06, 1.85727135e+06, 1.85750556e+06, ], 'CountWeightedFullL1Prefire' : [ 1.85735627e+06, 1.83805296e+06, 1.87641841e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.84554560e+06, 1.85087321e+06, 1.86714634e+06, 1.85580344e+06, 1.85731329e+06, 1.86818406e+06, 1.86413765e+06, 1.86267986e+06, 1.86896329e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.94836676e+06, 1.76429085e+06, ], }), ("nof_tree_events", 500000), ("nof_db_events", 500000), ("fsize_local", 2542286108), # 2.54GB, avg file size 1.27GB ("fsize_db", 22373340398), # 22.37GB, avg file size 699.17MB ("use_it", True), ("xsection", 0.085894), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBFHToWWTo2L2Nu_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBFHToMuMu_M-125_TuneCP5_PSweights_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBFHToMuMu_M125"), ("nof_files", 5), ("nof_db_files", 69), ("nof_events", { 'Count' : [ 982200, ], 'CountWeighted' : [ 9.80936867e+05, 9.80879514e+05, 9.80802971e+05, ], 'CountWeightedLHEWeightScale' : [ 9.74863474e+05, 9.77581476e+05, 9.86126968e+05, 9.80354496e+05, 9.80936867e+05, 9.86371356e+05, 9.84772448e+05, 9.83555879e+05, 9.86572649e+05, ], 'CountWeightedLHEEnvelope' : [ 1.02875884e+06, 9.31789961e+05, ], 'CountWeightedPSWeight' : [ 9.80970555e+05, 9.80916835e+05, 1.28592908e+06, 9.80822158e+05, 9.80747390e+05, 6.95322418e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 3.79665363e+06, 3.79595579e+06, 4.90432304e+06, 3.79605985e+06, 3.72387275e+06, 2.69130184e+06, ], 'CountWeightedFull' : [ 3.79095650e+06, 3.79063866e+06, 3.79087359e+06, ], 'CountWeightedFullLHEWeightScale' : [ 3.76751151e+06, 3.77800900e+06, 3.81102289e+06, 3.78871507e+06, 3.79095650e+06, 3.81194632e+06, 3.80577925e+06, 3.80107185e+06, 3.81273487e+06, ], 'CountWeightedFullLHEEnvelope' : [ 3.97580218e+06, 3.60102440e+06, ], 'CountWeightedFullPSWeight' : [ 3.79108321e+06, 3.79089117e+06, 4.96963738e+06, 3.79051672e+06, 3.79023917e+06, 2.68718210e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.46727195e+07, 1.46699101e+07, 1.89532472e+07, 1.46704083e+07, 1.43913366e+07, 1.04009456e+07, ], 'CountWeightedL1PrefireNom' : [ 9.41462734e+05, 9.41377287e+05, 9.41468109e+05, ], 'CountWeightedL1Prefire' : [ 9.41462734e+05, 9.32151461e+05, 9.50637802e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 9.35793084e+05, 9.38369628e+05, 9.46518000e+05, 9.40821546e+05, 9.41462734e+05, 9.46772216e+05, 9.44866944e+05, 9.43925718e+05, 9.46982009e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.87395155e+05, 8.94479173e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.41537320e+05, 9.41195231e+05, 1.23379431e+06, 9.41352024e+05, 9.41811571e+05, 6.67937477e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.64408106e+06, 3.64231170e+06, 4.70560254e+06, 3.64334703e+06, 3.57616914e+06, 2.58533308e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.63845916e+06, 3.63803013e+06, 3.63868769e+06, ], 'CountWeightedFullL1Prefire' : [ 3.63845916e+06, 3.60244879e+06, 3.67387418e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.61652649e+06, 3.62647357e+06, 3.65795960e+06, 3.63595157e+06, 3.63845916e+06, 3.65892759e+06, 3.65158027e+06, 3.64793855e+06, 3.65974536e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.81595669e+06, 3.45684167e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.63870389e+06, 3.63739524e+06, 4.76816730e+06, 3.63799486e+06, 3.63977466e+06, 2.58135385e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.40830650e+07, 1.40761806e+07, 1.81853409e+07, 1.40802261e+07, 1.38205606e+07, 9.99143181e+06, ], }), ("nof_tree_events", 982200), ("nof_db_events", 982200), ("fsize_local", 5218764503), # 5.22GB, avg file size 1.04GB ("fsize_db", 47471748498), # 47.47GB, avg file size 688.00MB ("use_it", True), ("xsection", 0.00082296), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBFHToMuMu_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBFHToBB_M-125_13TeV_powheg_pythia8_weightfix/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBFHToBB_M125"), ("nof_files", 11), ("nof_db_files", 69), ("nof_events", { 'Count' : [ 5000000, ], 'CountWeighted' : [ 4.99389303e+06, 4.99329858e+06, 4.99346621e+06, ], 'CountWeightedLHEWeightScale' : [ 4.96202615e+06, 4.97612671e+06, 5.01996796e+06, 4.99011432e+06, 4.99389303e+06, 5.02136701e+06, 5.01283177e+06, 5.00691160e+06, 5.02241808e+06, ], 'CountWeightedLHEEnvelope' : [ 5.23710180e+06, 4.74286812e+06, ], 'CountWeightedFull' : [ 1.93006023e+07, 1.93011128e+07, 1.92970463e+07, ], 'CountWeightedFullLHEWeightScale' : [ 1.91790681e+07, 1.92335284e+07, 1.94029122e+07, 1.92875388e+07, 1.93006023e+07, 1.94082553e+07, 1.93752744e+07, 1.93524691e+07, 1.94124492e+07, ], 'CountWeightedFullLHEEnvelope' : [ 2.02423429e+07, 1.83319843e+07, ], 'CountWeightedL1PrefireNom' : [ 4.78184060e+06, 4.78118528e+06, 4.78201704e+06, ], 'CountWeightedL1Prefire' : [ 4.78184060e+06, 4.73173393e+06, 4.83107587e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 4.75226586e+06, 4.76561717e+06, 4.80734759e+06, 4.77792428e+06, 4.78184060e+06, 4.80888107e+06, 4.79868223e+06, 4.79429709e+06, 4.81006224e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.01511663e+06, 4.54265552e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.84818158e+07, 1.84804563e+07, 1.84816760e+07, ], 'CountWeightedFullL1Prefire' : [ 1.84818158e+07, 1.82882745e+07, 1.86721019e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.83683015e+07, 1.84198777e+07, 1.85811023e+07, 1.84674149e+07, 1.84818158e+07, 1.85870482e+07, 1.85476266e+07, 1.85307198e+07, 1.85916697e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.93843105e+07, 1.75581317e+07, ], }), ("nof_tree_events", 5000000), ("nof_db_events", 5000000), ("fsize_local", 24348577681), # 24.35GB, avg file size 2.21GB ("fsize_db", 227405574450), # 227.41GB, avg file size 3.30GB ("use_it", True), ("xsection", 2.2026), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBFHToBB_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBFHToGG_M125_13TeV_amcatnlo_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBFHToGG_M125"), ("nof_files", 4), ("nof_db_files", 28), ("nof_events", { 'Count' : [ 1925302, ], 'CountWeighted' : [ 5.92280703e+05, 5.92251891e+05, 5.92353938e+05, ], 'CountWeightedLHEWeightScale' : [ 5.88716344e+05, 5.91674531e+05, 5.97563781e+05, 5.90508484e+05, 5.92276328e+05, 5.96357828e+05, 5.91928062e+05, 5.92719594e+05, 5.95333984e+05, ], 'CountWeightedLHEEnvelope' : [ 6.76764062e+05, 5.10453109e+05, ], 'CountWeightedFull' : [ 7.71244112e+06, 7.71228712e+06, 7.71349400e+06, ], 'CountWeightedFullLHEWeightScale' : [ 7.66596312e+06, 7.70447638e+06, 7.78115588e+06, 7.68931088e+06, 7.71239850e+06, 7.76547100e+06, 7.70778562e+06, 7.71809850e+06, 7.75213638e+06, ], 'CountWeightedFullLHEEnvelope' : [ 8.81246788e+06, 6.64685238e+06, ], 'CountWeightedL1PrefireNom' : [ 5.40877062e+05, 5.40740969e+05, 5.41028188e+05, ], 'CountWeightedL1Prefire' : [ 5.40877062e+05, 5.29651070e+05, 5.52223039e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 5.37523945e+05, 5.40221203e+05, 5.45595344e+05, 5.39187453e+05, 5.40873070e+05, 5.44657727e+05, 5.40503648e+05, 5.41354844e+05, 5.43857891e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 6.17516734e+05, 4.66673461e+05, ], 'CountWeightedFullL1PrefireNom' : [ 7.04302188e+06, 7.04137600e+06, 7.04501262e+06, ], 'CountWeightedFullL1Prefire' : [ 7.04302188e+06, 6.89680862e+06, 7.19076400e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 6.99937088e+06, 7.03447100e+06, 7.10446188e+06, 7.02102825e+06, 7.04299662e+06, 7.09226212e+06, 7.03815788e+06, 7.04924062e+06, 7.08184075e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 8.04099800e+06, 6.07678075e+06, ], }), ("nof_tree_events", 1925302), ("nof_db_events", 1925302), ("fsize_local", 9438044681), # 9.44GB, avg file size 2.36GB ("fsize_db", 86362858092), # 86.36GB, avg file size 3.08GB ("use_it", True), ("xsection", 0.0085851), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBFHToGG_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VBFHToGG_M125_13TeV_amcatnlo_pythia8_PSWeights/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "qqH"), ("process_name_specific", "VBFHToGG_M125_PSWeights_ext1"), ("nof_files", 2), ("nof_db_files", 16), ("nof_events", { 'Count' : [ 975930, ], 'CountWeighted' : [ 3.01181531e+05, 3.01263953e+05, 3.01142031e+05, ], 'CountWeightedLHEWeightScale' : [ 2.99087766e+05, 3.00812594e+05, 3.04016188e+05, 3.00098578e+05, 3.01185391e+05, 3.03429906e+05, 3.00893219e+05, 3.01457000e+05, 3.02956891e+05, ], 'CountWeightedLHEEnvelope' : [ 3.44309875e+05, 2.59353328e+05, ], 'CountWeightedPSWeight' : [ 3.01059891e+05, 3.01674000e+05, 3.95246078e+05, 3.01315297e+05, 3.00644297e+05, 2.14641555e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 9.75342900e+06, 9.41155600e+06, 9.75981000e+06, 9.75826000e+06, 8.79618400e+06, 8.44539300e+06, ], 'CountWeightedFull' : [ 3.92058088e+06, 3.92148088e+06, 3.91989550e+06, ], 'CountWeightedFullLHEWeightScale' : [ 3.89328150e+06, 3.91573538e+06, 3.95744438e+06, 3.90645050e+06, 3.92053750e+06, 3.94980188e+06, 3.91676812e+06, 3.92412862e+06, 3.94363125e+06, ], 'CountWeightedFullLHEEnvelope' : [ 4.48195400e+06, 3.37603688e+06, ], 'CountWeightedFullPSWeight' : [ 3.91879900e+06, 3.92695288e+06, 5.14494525e+06, 3.92213625e+06, 3.91351900e+06, 2.79394000e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.26941304e+08, 1.22493508e+08, 1.27022028e+08, 1.27004092e+08, 1.14488280e+08, 1.09927544e+08, ], 'CountWeightedL1PrefireNom' : [ 2.74615797e+05, 2.74681094e+05, 2.74605188e+05, ], 'CountWeightedL1Prefire' : [ 2.74615797e+05, 2.68829781e+05, 2.80468609e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.72555953e+05, 2.74163016e+05, 2.77125500e+05, 2.73560797e+05, 2.74616266e+05, 2.76728438e+05, 2.74352547e+05, 2.74962484e+05, 2.76411500e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.13668203e+05, 2.36738938e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 2.74497562e+05, 2.74967953e+05, 3.60410719e+05, 2.74740219e+05, 2.74362219e+05, 1.95791211e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 8.91984700e+06, 8.60725000e+06, 8.92565950e+06, 8.92427500e+06, 8.04780875e+06, 7.72709675e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.57475450e+06, 3.57552275e+06, 3.57452012e+06, ], 'CountWeightedFullL1Prefire' : [ 3.57475450e+06, 3.49942675e+06, 3.65093750e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.54790188e+06, 3.56881238e+06, 3.60739725e+06, 3.56099100e+06, 3.57472062e+06, 3.60221988e+06, 3.57127350e+06, 3.57923375e+06, 3.59808500e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.08308112e+06, 3.08164812e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.57306238e+06, 3.57930425e+06, 4.69149200e+06, 3.57623162e+06, 3.57138250e+06, 2.54856812e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.16102244e+08, 1.12032956e+08, 1.16176044e+08, 1.16159888e+08, 1.04752688e+08, 1.00580984e+08, ], }), ("nof_tree_events", 975930), ("nof_db_events", 975930), ("fsize_local", 4797337253), # 4.80GB, avg file size 2.40GB ("fsize_db", 44420652691), # 44.42GB, avg file size 2.78GB ("use_it", True), ("xsection", 0.0085851), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VBFHToGG_M125_PSWeights_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTZToLLNuNu_M-10_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZ"), ("process_name_specific", "TTZToLL_M10"), ("nof_files", 16), ("nof_db_files", 150), ("nof_events", { 'Count' : [ 7932650, ], 'CountWeighted' : [ 3.74391286e+06, 3.74454622e+06, 3.74383489e+06, ], 'CountWeightedLHEWeightScale' : [ 4.09404745e+06, 4.03799483e+06, 3.99802189e+06, 3.84167164e+06, 3.74386556e+06, 3.66479042e+06, 3.55536736e+06, 3.43701288e+06, 3.33754470e+06, ], 'CountWeightedLHEEnvelope' : [ 4.36130002e+06, 3.17500950e+06, ], 'CountWeightedFull' : [ 1.92774925e+06, 1.92798821e+06, 1.92774344e+06, ], 'CountWeightedFullLHEWeightScale' : [ 2.10783233e+06, 2.07896588e+06, 2.05839242e+06, 1.97789895e+06, 1.92769917e+06, 1.88682831e+06, 1.83049209e+06, 1.76955743e+06, 1.71834461e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.24542343e+06, 1.63466551e+06, ], 'CountWeightedL1PrefireNom' : [ 3.59705116e+06, 3.59721945e+06, 3.59721531e+06, ], 'CountWeightedL1Prefire' : [ 3.59705116e+06, 3.56201184e+06, 3.63144239e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.92980681e+06, 3.87729062e+06, 3.84024777e+06, 3.68943806e+06, 3.59699959e+06, 3.52217708e+06, 3.41565431e+06, 3.30332089e+06, 3.20896062e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.18726875e+06, 3.05210602e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.85204613e+06, 1.85208715e+06, 1.85215162e+06, ], 'CountWeightedFullL1Prefire' : [ 1.85204613e+06, 1.83400841e+06, 1.86976231e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.02327328e+06, 1.99623170e+06, 1.97716229e+06, 1.89952009e+06, 1.85200311e+06, 1.81340291e+06, 1.75856119e+06, 1.70072481e+06, 1.65214341e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.15582507e+06, 1.57138632e+06, ], }), ("nof_tree_events", 7932650), ("nof_db_events", 7932650), ("fsize_local", 67520950251), # 67.52GB, avg file size 4.22GB ("fsize_db", 479409585023), # 479.41GB, avg file size 3.20GB ("use_it", True), ("xsection", 0.2814), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZToLL_M10"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTZToLLNuNu_M-10_TuneCP5_PSweights_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZ"), ("process_name_specific", "TTZToLL_M10_PSweights"), ("nof_files", 23), ("nof_db_files", 300), ("nof_events", { 'Count' : [ 11092000, ], 'CountWeighted' : [ 5.23906229e+06, 5.24021198e+06, 5.23803723e+06, ], 'CountWeightedLHEWeightScale' : [ 5.73207472e+06, 5.65175092e+06, 5.59390085e+06, 5.37728396e+06, 5.23903872e+06, 5.12709025e+06, 4.97563842e+06, 4.80876236e+06, 4.66867980e+06, ], 'CountWeightedLHEEnvelope' : [ 6.10625074e+06, 4.44082632e+06, ], 'CountWeightedPSWeight' : [ 5.23965195e+06, 5.24109322e+06, 7.68678097e+06, 5.23921643e+06, 5.22181514e+06, 3.04978467e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 5.71073576e+06, 5.70981663e+06, 8.51175125e+06, 5.71057241e+06, 5.70914673e+06, 3.22669083e+06, ], 'CountWeightedFull' : [ 2.69474738e+06, 2.69511771e+06, 2.69377424e+06, ], 'CountWeightedFullLHEWeightScale' : [ 2.94801474e+06, 2.90669497e+06, 2.87695259e+06, 2.76554961e+06, 2.69470554e+06, 2.63687082e+06, 2.55897574e+06, 2.47315263e+06, 2.40110762e+06, ], 'CountWeightedFullLHEEnvelope' : [ 3.14045271e+06, 2.28391893e+06, ], 'CountWeightedFullPSWeight' : [ 2.69476640e+06, 2.69549435e+06, 3.95332701e+06, 2.69451476e+06, 2.68560171e+06, 1.56850630e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 2.93701732e+06, 2.93648987e+06, 4.37749975e+06, 2.93690225e+06, 2.93615738e+06, 1.65947225e+06, ], 'CountWeightedL1PrefireNom' : [ 5.03206434e+06, 5.03285973e+06, 5.03117451e+06, ], 'CountWeightedL1Prefire' : [ 5.03206434e+06, 4.98278914e+06, 5.08045011e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 5.50025707e+06, 5.42516732e+06, 5.37166860e+06, 5.16254866e+06, 5.03202838e+06, 4.92625546e+06, 4.77864919e+06, 4.62040308e+06, 4.48761878e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.86063166e+06, 4.26782192e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 5.03742346e+06, 5.03130680e+06, 7.38166190e+06, 5.02569115e+06, 5.01912602e+06, 2.93082271e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 5.48269085e+06, 5.47289717e+06, 8.16131316e+06, 5.46912478e+06, 5.47969095e+06, 3.09675365e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.58816857e+06, 2.58846623e+06, 2.58745488e+06, ], 'CountWeightedFullL1Prefire' : [ 2.58816857e+06, 2.56281681e+06, 2.61305922e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.82879865e+06, 2.79018096e+06, 2.76266998e+06, 2.65511848e+06, 2.58813542e+06, 2.53359381e+06, 2.45767406e+06, 2.37628877e+06, 2.30800264e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.01414178e+06, 2.19495669e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 2.59077589e+06, 2.58761179e+06, 3.79641791e+06, 2.58471494e+06, 2.58136645e+06, 1.50733361e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.81975215e+06, 2.81466954e+06, 4.19730814e+06, 2.81274782e+06, 2.81817808e+06, 1.59265766e+06, ], }), ("nof_tree_events", 11092000), ("nof_db_events", 11092000), ("fsize_local", 94250910107), # 94.25GB, avg file size 4.10GB ("fsize_db", 673564862733), # 673.56GB, avg file size 2.25GB ("use_it", True), ("xsection", 0.2814), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZToLL_M10_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTZToQQ_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZ"), ("process_name_specific", "TTZToQQ"), ("nof_files", 1), ("nof_db_files", 16), ("nof_events", { 'Count' : [ 352900, ], 'CountWeighted' : [ 1.68319766e+05, 1.68346766e+05, 1.68255625e+05, ], 'CountWeightedLHEWeightScale' : [ 1.84487453e+05, 1.81724125e+05, 1.79709984e+05, 1.72912500e+05, 1.68320484e+05, 1.64591672e+05, 1.59923078e+05, 1.54449250e+05, 1.49841578e+05, ], 'CountWeightedLHEEnvelope' : [ 1.96353375e+05, 1.42561750e+05, ], 'CountWeightedFull' : [ 1.80998828e+05, 1.80983438e+05, 1.80902297e+05, ], 'CountWeightedFullLHEWeightScale' : [ 1.98352859e+05, 1.95382469e+05, 1.93216344e+05, 1.85907812e+05, 1.80998562e+05, 1.76960734e+05, 1.71942141e+05, 1.66055812e+05, 1.61102484e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.11112297e+05, 1.53275812e+05, ], 'CountWeightedL1PrefireNom' : [ 1.61306438e+05, 1.61330469e+05, 1.61237797e+05, ], 'CountWeightedL1Prefire' : [ 1.61306438e+05, 1.59627219e+05, 1.62953531e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.76582828e+05, 1.74025062e+05, 1.72180609e+05, 1.65617016e+05, 1.61306828e+05, 1.57802609e+05, 1.53246281e+05, 1.48079297e+05, 1.43731125e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.88003078e+05, 1.36712016e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.73445203e+05, 1.73447625e+05, 1.73354312e+05, ], 'CountWeightedFullL1Prefire' : [ 1.73445203e+05, 1.71637594e+05, 1.75215484e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.89853734e+05, 1.87104125e+05, 1.85121219e+05, 1.78063547e+05, 1.73445016e+05, 1.69662109e+05, 1.64763625e+05, 1.59207312e+05, 1.54532969e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.02133172e+05, 1.46986156e+05, ], }), ("nof_tree_events", 352900), ("nof_db_events", 750000), ("fsize_local", 3329128984), # 3.33GB, avg file size 3.33GB ("fsize_db", 47371109410), # 47.37GB, avg file size 2.96GB ("use_it", False), ("xsection", 0.5868), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZToQQ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTZToQQ_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZ"), ("process_name_specific", "TTZToQQ_ext1"), ("nof_files", 16), ("nof_db_files", 223), ("nof_events", { 'Count' : [ 7540000, ], 'CountWeighted' : [ 3.58155493e+06, 3.58193803e+06, 3.58113809e+06, ], 'CountWeightedLHEWeightScale' : [ 3.92231438e+06, 3.86561629e+06, 3.82438241e+06, 3.67725748e+06, 3.58155657e+06, 3.50350176e+06, 3.40204106e+06, 3.28683146e+06, 3.18982211e+06, ], 'CountWeightedLHEEnvelope' : [ 4.17509600e+06, 3.03490112e+06, ], 'CountWeightedFull' : [ 3.85126588e+06, 3.85096547e+06, 3.85049026e+06, ], 'CountWeightedFullLHEWeightScale' : [ 4.21709510e+06, 4.15612561e+06, 4.11179819e+06, 3.95361821e+06, 3.85126254e+06, 3.76680607e+06, 3.65772089e+06, 3.53383864e+06, 3.42954674e+06, ], 'CountWeightedFullLHEEnvelope' : [ 4.48887077e+06, 3.26298638e+06, ], 'CountWeightedL1PrefireNom' : [ 3.43173164e+06, 3.43190066e+06, 3.43140426e+06, ], 'CountWeightedL1Prefire' : [ 3.43173164e+06, 3.39588918e+06, 3.46685874e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.75425755e+06, 3.70151584e+06, 3.66355100e+06, 3.52177670e+06, 3.43173126e+06, 3.35829876e+06, 3.25949856e+06, 3.15061292e+06, 3.05897784e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.99717434e+06, 2.90984875e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.68989253e+06, 3.68972371e+06, 3.68937187e+06, ], 'CountWeightedFullL1Prefire' : [ 3.68989253e+06, 3.65133428e+06, 3.72768008e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.03640386e+06, 3.97969930e+06, 3.93887726e+06, 3.78645159e+06, 3.68989075e+06, 3.61069132e+06, 3.50445927e+06, 3.38738951e+06, 3.28886923e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.29757580e+06, 3.12853612e+06, ], }), ("nof_tree_events", 7540000), ("nof_db_events", 8940000), ("fsize_local", 70994886301), # 70.99GB, avg file size 4.44GB ("fsize_db", 565843250989), # 565.84GB, avg file size 2.54GB ("use_it", False), ("xsection", 0.5868), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZToQQ_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTZToLL_M-1to10_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZ"), ("process_name_specific", "TTZToLL_M-1to10"), ("nof_files", 1), ("nof_db_files", 6), ("nof_events", { 'Count' : [ 245978, ], 'CountWeighted' : [ 1.29108500e+05, 1.29055047e+05, 1.29099898e+05, ], 'CountWeightedLHEWeightScale' : [ 1.45729125e+05, 1.43012609e+05, 1.41029766e+05, 1.32314328e+05, 1.29114242e+05, 1.26487219e+05, 1.19505047e+05, 1.16140422e+05, 1.13271969e+05, ], 'CountWeightedLHEEnvelope' : [ 1.54982688e+05, 1.07388938e+05, ], 'CountWeightedFull' : [ 1.31815635e+04, 1.31749111e+04, 1.31837109e+04, ], 'CountWeightedFullLHEWeightScale' : [ 1.48798594e+04, 1.46024727e+04, 1.44000693e+04, 1.35101162e+04, 1.31822285e+04, 1.29150703e+04, 1.22023018e+04, 1.18585928e+04, 1.15657900e+04, ], 'CountWeightedFullLHEEnvelope' : [ 1.58247207e+04, 1.09650752e+04, ], 'CountWeightedL1PrefireNom' : [ 1.23571703e+05, 1.23502172e+05, 1.23593555e+05, ], 'CountWeightedL1Prefire' : [ 1.23571703e+05, 1.22247422e+05, 1.24870461e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.39297641e+05, 1.36766719e+05, 1.34935375e+05, 1.26580359e+05, 1.23577336e+05, 1.21122812e+05, 1.14392727e+05, 1.11229891e+05, 1.08533906e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.48188000e+05, 1.02874117e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.26167910e+04, 1.26091934e+04, 1.26206357e+04, ], 'CountWeightedFullL1Prefire' : [ 1.26167910e+04, 1.24816582e+04, 1.27494229e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.42232500e+04, 1.39647344e+04, 1.37777207e+04, 1.29246006e+04, 1.26174395e+04, 1.23673770e+04, 1.16802383e+04, 1.13572852e+04, 1.10818945e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.51309365e+04, 1.05040391e+04, ], }), ("nof_tree_events", 245978), ("nof_db_events", 245978), ("fsize_local", 1999669248), # 2.00GB, avg file size 2.00GB ("fsize_db", 14747523608), # 14.75GB, avg file size 2.46GB ("use_it", True), ("xsection", 0.0822), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZToLL_M-1to10"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ttZJets_TuneCP5_13TeV_madgraphMLM_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZ"), ("process_name_specific", "TTZJets_LO"), ("nof_files", 20), ("nof_db_files", 197), ("nof_events", { 'Count' : [ 9698473, ], 'CountWeighted' : [ 9.67752245e+06, 9.67995756e+06, 9.67875838e+06, ], 'CountWeightedLHEWeightScale' : [ 1.27989559e+07, 1.17066557e+07, 1.07665669e+07, 1.05804962e+07, 9.67749638e+06, 8.90283969e+06, 8.89902638e+06, 8.14131098e+06, 7.48963941e+06, ], 'CountWeightedLHEEnvelope' : [ 1.28141164e+07, 7.48267722e+06, ], 'CountWeightedFull' : [ 9.67752245e+06, 9.67995756e+06, 9.67875838e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.27989559e+07, 1.17066557e+07, 1.07665669e+07, 1.05804962e+07, 9.67749638e+06, 8.90283969e+06, 8.89902638e+06, 8.14131098e+06, 7.48963941e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.28141164e+07, 7.48267722e+06, ], 'CountWeightedL1PrefireNom' : [ 9.34368909e+06, 9.34479231e+06, 9.34495573e+06, ], 'CountWeightedL1Prefire' : [ 9.34368909e+06, 9.26223111e+06, 9.42340202e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.23455910e+07, 1.13012571e+07, 1.04010671e+07, 1.02066641e+07, 9.34362333e+06, 8.60134589e+06, 8.58527333e+06, 7.86073947e+06, 7.23650812e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.23605202e+07, 7.22962959e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.34368909e+06, 9.34479231e+06, 9.34495573e+06, ], 'CountWeightedFullL1Prefire' : [ 9.34368909e+06, 9.26223111e+06, 9.42340202e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.23455910e+07, 1.13012571e+07, 1.04010671e+07, 1.02066641e+07, 9.34362333e+06, 8.60134589e+06, 8.58527333e+06, 7.86073947e+06, 7.23650812e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.23605202e+07, 7.22962959e+06, ], }), ("nof_tree_events", 9698473), ("nof_db_events", 9698473), ("fsize_local", 82112381771), # 82.11GB, avg file size 4.11GB ("fsize_db", 591860866458), # 591.86GB, avg file size 3.00GB ("use_it", False), ("xsection", 0.8854), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZJets_LO"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ttZJets_TuneCP5_13TeV_madgraphMLM_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZ"), ("process_name_specific", "TTZJets_LO_ext1"), ("nof_files", 18), ("nof_db_files", 199), ("nof_events", { 'Count' : [ 8536618, ], 'CountWeighted' : [ 8.51896468e+06, 8.52057816e+06, 8.51942353e+06, ], 'CountWeightedLHEWeightScale' : [ 1.12645338e+07, 1.03039805e+07, 9.47700499e+06, 9.31213241e+06, 8.51896468e+06, 7.83658495e+06, 7.83229904e+06, 7.16588616e+06, 6.59265232e+06, ], 'CountWeightedLHEEnvelope' : [ 1.12780148e+07, 6.58642502e+06, ], 'CountWeightedFull' : [ 8.51896468e+06, 8.52057816e+06, 8.51942353e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.12645338e+07, 1.03039805e+07, 9.47700499e+06, 9.31213241e+06, 8.51896468e+06, 7.83658495e+06, 7.83229904e+06, 7.16588616e+06, 6.59265232e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.12780148e+07, 6.58642502e+06, ], 'CountWeightedL1PrefireNom' : [ 8.22479831e+06, 8.22534893e+06, 8.22546021e+06, ], 'CountWeightedL1Prefire' : [ 8.22479831e+06, 8.15303316e+06, 8.29492324e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.08656542e+07, 9.94725575e+06, 9.15539354e+06, 8.98322105e+06, 8.22479831e+06, 7.57129445e+06, 7.55624429e+06, 6.91902220e+06, 6.36992246e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.08789385e+07, 6.36376807e+06, ], 'CountWeightedFullL1PrefireNom' : [ 8.22479831e+06, 8.22534893e+06, 8.22546021e+06, ], 'CountWeightedFullL1Prefire' : [ 8.22479831e+06, 8.15303316e+06, 8.29492324e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.08656542e+07, 9.94725575e+06, 9.15539354e+06, 8.98322105e+06, 8.22479831e+06, 7.57129445e+06, 7.55624429e+06, 6.91902220e+06, 6.36992246e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.08789385e+07, 6.36376807e+06, ], }), ("nof_tree_events", 8536618), ("nof_db_events", 8536618), ("fsize_local", 72269580989), # 72.27GB, avg file size 4.01GB ("fsize_db", 522473916483), # 522.47GB, avg file size 2.63GB ("use_it", False), ("xsection", 0.8854), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZJets_LO_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTWJetsToLNu_TuneCP5_13TeV-amcatnloFXFX-madspin-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTW"), ("process_name_specific", "TTWJetsToLNu"), ("nof_files", 21), ("nof_db_files", 95), ("nof_events", { 'Count' : [ 4994543, ], 'CountWeighted' : [ 2.71506754e+06, 2.71494798e+06, 2.71537745e+06, ], 'CountWeightedLHEWeightScale' : [ 3.04502525e+06, 3.00280797e+06, 2.97598268e+06, 2.77587296e+06, 2.71500473e+06, 2.66735939e+06, 2.49234072e+06, 2.42535806e+06, 2.36999309e+06, ], 'CountWeightedLHEEnvelope' : [ 3.24811608e+06, 2.23508500e+06, ], 'CountWeightedFull' : [ 1.71046230e+06, 1.71042663e+06, 1.71066085e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.91840850e+06, 1.89181039e+06, 1.87491089e+06, 1.74884045e+06, 1.71043929e+06, 1.68047552e+06, 1.57021062e+06, 1.52800865e+06, 1.49312814e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.04635823e+06, 1.40813461e+06, ], 'CountWeightedL1PrefireNom' : [ 2.58909858e+06, 2.58884431e+06, 2.58958147e+06, ], 'CountWeightedL1Prefire' : [ 2.58909858e+06, 2.55939948e+06, 2.61842578e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.89957702e+06, 2.86080605e+06, 2.83657415e+06, 2.64543211e+06, 2.58904895e+06, 2.54512823e+06, 2.37677017e+06, 2.31460571e+06, 2.26325072e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.09166455e+06, 2.13551744e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.63114056e+06, 1.63099146e+06, 1.63143607e+06, ], 'CountWeightedFullL1Prefire' : [ 1.63114056e+06, 1.61242977e+06, 1.64961884e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.82677449e+06, 1.80234859e+06, 1.78708213e+06, 1.66665948e+06, 1.63111742e+06, 1.60346792e+06, 1.49740003e+06, 1.45823442e+06, 1.42587992e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.94779230e+06, 1.34540586e+06, ], }), ("nof_tree_events", 4994543), ("nof_db_events", 4994543), ("fsize_local", 43367116602), # 43.37GB, avg file size 2.07GB ("fsize_db", 304322832014), # 304.32GB, avg file size 3.20GB ("use_it", True), ("xsection", 0.196), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWJetsToLNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTWJetsToLNu_TuneCP5_PSweights_13TeV-amcatnloFXFX-madspin-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTW"), ("process_name_specific", "TTWJetsToLNu_PSweights"), ("nof_files", 10), ("nof_db_files", 122), ("nof_events", { 'Count' : [ 4908905, ], 'CountWeighted' : [ 2.68734703e+06, 2.68695086e+06, 2.68682653e+06, ], 'CountWeightedLHEWeightScale' : [ 3.01552822e+06, 2.97334736e+06, 2.94617395e+06, 2.74771055e+06, 2.68732081e+06, 2.63972433e+06, 2.46665986e+06, 2.40015225e+06, 2.34528838e+06, ], 'CountWeightedLHEEnvelope' : [ 3.21472834e+06, 2.21321302e+06, ], 'CountWeightedPSWeight' : [ 2.71950639e+06, 2.68929064e+06, 3.88952000e+06, 2.64651697e+06, 2.67856492e+06, 1.59460177e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 3.12178184e+06, 3.09732369e+06, 4.53073788e+06, 3.05588012e+06, 3.08425816e+06, 1.79345325e+06, ], 'CountWeightedFull' : [ 1.69060142e+06, 1.69089347e+06, 1.69058048e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.89735909e+06, 1.87082731e+06, 1.85372823e+06, 1.72885950e+06, 1.69059062e+06, 1.66091706e+06, 1.55201906e+06, 1.51016984e+06, 1.47565332e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.02270380e+06, 1.39254650e+06, ], 'CountWeightedFullPSWeight' : [ 1.71107755e+06, 1.69208812e+06, 2.44728256e+06, 1.66514795e+06, 1.68536394e+06, 1.00329821e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.96418472e+06, 1.94872423e+06, 2.85057022e+06, 1.92271939e+06, 1.94050586e+06, 1.12841762e+06, ], 'CountWeightedL1PrefireNom' : [ 2.56169773e+06, 2.56142622e+06, 2.56141633e+06, ], 'CountWeightedL1Prefire' : [ 2.56169773e+06, 2.53214892e+06, 2.59088273e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.87051645e+06, 2.83182269e+06, 2.80728342e+06, 2.61761956e+06, 2.56166634e+06, 2.51788420e+06, 2.35135245e+06, 2.28967116e+06, 2.23881731e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.05894656e+06, 2.11374962e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 2.59310906e+06, 2.56230964e+06, 3.70723088e+06, 2.52200784e+06, 2.55552350e+06, 1.52126023e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.96710820e+06, 2.94137441e+06, 4.30376588e+06, 2.90248061e+06, 2.93282916e+06, 1.70565712e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.61168666e+06, 1.61180384e+06, 1.61166464e+06, ], 'CountWeightedFullL1Prefire' : [ 1.61168666e+06, 1.59310942e+06, 1.63005067e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.80612155e+06, 1.78178102e+06, 1.76633886e+06, 1.64700633e+06, 1.61166997e+06, 1.58425564e+06, 1.47946770e+06, 1.44065523e+06, 1.40866330e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.92468600e+06, 1.32996759e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.63155652e+06, 1.61219595e+06, 2.33258670e+06, 1.58681695e+06, 1.60794473e+06, 9.57157977e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.86687481e+06, 1.85062597e+06, 2.70780003e+06, 1.82621019e+06, 1.84525472e+06, 1.07318424e+06, ], }), ("nof_tree_events", 4908905), ("nof_db_events", 4908905), ("fsize_local", 42207931375), # 42.21GB, avg file size 4.22GB ("fsize_db", 301017438722), # 301.02GB, avg file size 2.47GB ("use_it", True), ("xsection", 0.196), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWJetsToLNu_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTWJetsToQQ_TuneCP5_13TeV-amcatnloFXFX-madspin-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTW"), ("process_name_specific", "TTWJetsToQQ"), ("nof_files", 1), ("nof_db_files", 18), ("nof_events", { 'Count' : [ 314161, ], 'CountWeighted' : [ 1.71382922e+05, 1.71413062e+05, 1.71358609e+05, ], 'CountWeightedLHEWeightScale' : [ 1.92684125e+05, 1.89772906e+05, 1.87838953e+05, 1.75397531e+05, 1.71382938e+05, 1.68228031e+05, 1.57346359e+05, 1.52989375e+05, 1.49396750e+05, ], 'CountWeightedLHEEnvelope' : [ 2.05297344e+05, 1.40997188e+05, ], 'CountWeightedFull' : [ 2.17458172e+05, 2.17531406e+05, 2.17420531e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.44505688e+05, 2.40811766e+05, 2.38357250e+05, 2.22569297e+05, 2.17458594e+05, 2.13470891e+05, 1.99663953e+05, 1.94134562e+05, 1.89575453e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.60511688e+05, 1.78917109e+05, ], 'CountWeightedL1PrefireNom' : [ 1.62832672e+05, 1.62854328e+05, 1.62819469e+05, ], 'CountWeightedL1Prefire' : [ 1.62832672e+05, 1.60814172e+05, 1.64822922e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.82769578e+05, 1.80106969e+05, 1.78368938e+05, 1.66526406e+05, 1.62831078e+05, 1.59945031e+05, 1.49497266e+05, 1.45482406e+05, 1.42173828e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.94671625e+05, 1.34233266e+05, ], 'CountWeightedFullL1PrefireNom' : [ 2.06618672e+05, 2.06664594e+05, 2.06598391e+05, ], 'CountWeightedFullL1Prefire' : [ 2.06618672e+05, 2.04057562e+05, 2.09143328e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.31925094e+05, 2.28545312e+05, 2.26339688e+05, 2.11312609e+05, 2.06616906e+05, 2.02960938e+05, 1.89704266e+05, 1.84608562e+05, 1.80410156e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.47027516e+05, 1.70333938e+05, ], }), ("nof_tree_events", 314161), ("nof_db_events", 811306), ("fsize_local", 2872605670), # 2.87GB, avg file size 2.87GB ("fsize_db", 50441060315), # 50.44GB, avg file size 2.80GB ("use_it", False), ("xsection", 0.4049), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWJetsToQQ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ttWJets_TuneCP5_13TeV_madgraphMLM_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTW"), ("process_name_specific", "TTWJets_LO"), ("nof_files", 13), ("nof_db_files", 132), ("nof_events", { 'Count' : [ 6415920, ], 'CountWeighted' : [ 6.38841622e+06, 6.38735566e+06, 6.38857112e+06, ], 'CountWeightedLHEWeightScale' : [ 8.25465325e+06, 7.84321925e+06, 7.46706641e+06, 6.71345703e+06, 6.38839272e+06, 6.08913359e+06, 5.57000259e+06, 5.30646438e+06, 5.06339628e+06, ], 'CountWeightedLHEEnvelope' : [ 8.27478944e+06, 5.05616675e+06, ], 'CountWeightedFull' : [ 6.38841622e+06, 6.38735566e+06, 6.38857112e+06, ], 'CountWeightedFullLHEWeightScale' : [ 8.25465325e+06, 7.84321925e+06, 7.46706641e+06, 6.71345703e+06, 6.38839272e+06, 6.08913359e+06, 5.57000259e+06, 5.30646438e+06, 5.06339628e+06, ], 'CountWeightedFullLHEEnvelope' : [ 8.27478944e+06, 5.05616675e+06, ], 'CountWeightedL1PrefireNom' : [ 6.09238138e+06, 6.09166222e+06, 6.09263941e+06, ], 'CountWeightedL1Prefire' : [ 6.09238138e+06, 6.02230434e+06, 6.16134922e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 7.85535881e+06, 7.47551012e+06, 7.12648725e+06, 6.39284431e+06, 6.09233266e+06, 5.81464044e+06, 5.30688231e+06, 5.06325838e+06, 4.83742534e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 7.87522244e+06, 4.83025612e+06, ], 'CountWeightedFullL1PrefireNom' : [ 6.09238138e+06, 6.09166222e+06, 6.09263941e+06, ], 'CountWeightedFullL1Prefire' : [ 6.09238138e+06, 6.02230434e+06, 6.16134922e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 7.85535881e+06, 7.47551012e+06, 7.12648725e+06, 6.39284431e+06, 6.09233266e+06, 5.81464044e+06, 5.30688231e+06, 5.06325838e+06, 4.83742534e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 7.87522244e+06, 4.83025612e+06, ], }), ("nof_tree_events", 6415920), ("nof_db_events", 6415920), ("fsize_local", 54775501393), # 54.78GB, avg file size 4.21GB ("fsize_db", 393195148836), # 393.20GB, avg file size 2.98GB ("use_it", False), ("xsection", 0.6008), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWJets_LO"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ttWJets_TuneCP5_13TeV_madgraphMLM_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTW"), ("process_name_specific", "TTWJets_LO_ext1"), ("nof_files", 20), ("nof_db_files", 280), ("nof_events", { 'Count' : [ 9425384, ], 'CountWeighted' : [ 9.38400534e+06, 9.38539247e+06, 9.38338534e+06, ], 'CountWeightedLHEWeightScale' : [ 1.21281340e+07, 1.15226889e+07, 1.09692358e+07, 9.86307933e+06, 9.38400534e+06, 8.94447413e+06, 8.18269075e+06, 7.79489804e+06, 7.43736418e+06, ], 'CountWeightedLHEEnvelope' : [ 1.21576358e+07, 7.42682540e+06, ], 'CountWeightedFull' : [ 9.38400534e+06, 9.38539247e+06, 9.38338534e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.21281340e+07, 1.15226889e+07, 1.09692358e+07, 9.86307933e+06, 9.38400534e+06, 8.94447413e+06, 8.18269075e+06, 7.79489804e+06, 7.43736418e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.21576358e+07, 7.42682540e+06, ], 'CountWeightedL1PrefireNom' : [ 8.94941704e+06, 8.94960443e+06, 8.94943447e+06, ], 'CountWeightedL1Prefire' : [ 8.94941704e+06, 8.84662478e+06, 9.05062283e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.15412670e+07, 1.09822545e+07, 1.04687691e+07, 9.39184715e+06, 8.94941704e+06, 8.54112919e+06, 7.79597268e+06, 7.43748928e+06, 7.10531100e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.15703602e+07, 7.09486538e+06, ], 'CountWeightedFullL1PrefireNom' : [ 8.94941704e+06, 8.94960443e+06, 8.94943447e+06, ], 'CountWeightedFullL1Prefire' : [ 8.94941704e+06, 8.84662478e+06, 9.05062283e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.15412670e+07, 1.09822545e+07, 1.04687691e+07, 9.39184715e+06, 8.94941704e+06, 8.54112919e+06, 7.79597268e+06, 7.43748928e+06, 7.10531100e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.15703602e+07, 7.09486538e+06, ], }), ("nof_tree_events", 9425384), ("nof_db_events", 9425384), ("fsize_local", 80472066121), # 80.47GB, avg file size 4.02GB ("fsize_db", 577708152029), # 577.71GB, avg file size 2.06GB ("use_it", False), ("xsection", 0.6008), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWJets_LO_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTWW_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTWW"), ("process_name_specific", "TTWW_ext1"), ("nof_files", 1), ("nof_db_files", 5), ("nof_events", { 'Count' : [ 200000, ], 'CountWeighted' : [ 1.99050703e+05, 1.99022750e+05, 1.99018047e+05, ], 'CountWeightedLHEWeightScale' : [ 2.60798234e+05, 2.38781234e+05, 2.20023766e+05, 2.17387359e+05, 1.99045109e+05, 1.83375562e+05, 1.84102703e+05, 1.68540281e+05, 1.55280828e+05, ], 'CountWeightedLHEEnvelope' : [ 2.60909719e+05, 1.55227734e+05, ], 'CountWeightedPSWeight' : [ 1.99036050e+06, 1.99036050e+06, 1.99036050e+06, 1.99036050e+06, 1.99036050e+06, 1.99036050e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 2.00078547e+05, 2.00139219e+05, 2.97796094e+05, 1.99921234e+05, 1.99107828e+05, 1.12086875e+05, ], 'CountWeightedFull' : [ 1.98853125e+05, 1.98825375e+05, 1.98823922e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.60544125e+05, 2.38546969e+05, 2.19806844e+05, 2.17175312e+05, 1.98847688e+05, 1.83194859e+05, 1.83922984e+05, 1.68374562e+05, 1.55127547e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.60653406e+05, 1.55076344e+05, ], 'CountWeightedFullPSWeight' : [ 1.98840825e+06, 1.98840825e+06, 1.98840825e+06, 1.98840825e+06, 1.98840825e+06, 1.98840825e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.99878734e+05, 1.99931766e+05, 2.97489094e+05, 1.99720641e+05, 1.98903656e+05, 1.11974945e+05, ], 'CountWeightedL1PrefireNom' : [ 1.90389469e+05, 1.90372078e+05, 1.90376438e+05, ], 'CountWeightedL1Prefire' : [ 1.90389469e+05, 1.88318828e+05, 1.92420594e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.49264859e+05, 2.28410016e+05, 2.10618234e+05, 2.07771562e+05, 1.90384984e+05, 1.75534625e+05, 1.75957250e+05, 1.61215484e+05, 1.48640141e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.49374938e+05, 1.48587406e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.90382838e+06, 1.90382838e+06, 1.90382838e+06, 1.90382838e+06, 1.90382838e+06, 1.90382838e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.91361781e+05, 1.91216906e+05, 2.84581531e+05, 1.90886078e+05, 1.90365953e+05, 1.07146961e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.90201906e+05, 1.90184734e+05, 1.90190469e+05, ], 'CountWeightedFullL1Prefire' : [ 1.90201906e+05, 1.88133438e+05, 1.92230891e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.49021859e+05, 2.28186516e+05, 2.10411172e+05, 2.07568875e+05, 1.90197469e+05, 1.75361969e+05, 1.75785469e+05, 1.61057453e+05, 1.48494062e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.49130359e+05, 1.48442703e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.90196425e+06, 1.90196425e+06, 1.90196425e+06, 1.90196425e+06, 1.90196425e+06, 1.90196425e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.91171594e+05, 1.91021547e+05, 2.84291938e+05, 1.90695500e+05, 1.90172906e+05, 1.07040391e+05, ], }), ("nof_tree_events", 200000), ("nof_db_events", 200000), ("fsize_local", 1986747659), # 1.99GB, avg file size 1.99GB ("fsize_db", 13174218718), # 13.17GB, avg file size 2.63GB ("use_it", True), ("xsection", 0.006981), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWW_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_s-channel_4f_leptonDecays_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_s-channel_4f_leptonDecays"), ("nof_files", 20), ("nof_db_files", 143), ("nof_events", { 'Count' : [ 9883805, ], 'CountWeighted' : [ 6.16750362e+06, 6.16757834e+06, 6.16705241e+06, ], 'CountWeightedLHEWeightScale' : [ 6.28382500e+06, 6.35225869e+06, 6.41215734e+06, 6.09151630e+06, 6.16750362e+06, 6.23164644e+06, 5.93623142e+06, 6.01833841e+06, 6.08605281e+06, ], 'CountWeightedLHEEnvelope' : [ 6.75898788e+06, 5.62665384e+06, ], 'CountWeightedFull' : [ 3.69711271e+07, 3.69653134e+07, 3.69676328e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.76626732e+07, 3.80728446e+07, 3.84318471e+07, 3.65100306e+07, 3.69711271e+07, 3.73500142e+07, 3.55792680e+07, 3.60715449e+07, 3.64772921e+07, ], 'CountWeightedFullLHEEnvelope' : [ 4.05106724e+07, 3.37239032e+07, ], 'CountWeightedL1PrefireNom' : [ 6.01180189e+06, 6.01173322e+06, 6.01162705e+06, ], 'CountWeightedL1Prefire' : [ 6.01180189e+06, 5.97280825e+06, 6.04974173e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 6.12356089e+06, 6.19137938e+06, 6.25059047e+06, 5.93652220e+06, 6.01180189e+06, 6.07533983e+06, 5.78548809e+06, 5.86688625e+06, 5.93397623e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 6.58524194e+06, 5.48725639e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.60356756e+07, 3.60314711e+07, 3.60342866e+07, ], 'CountWeightedFullL1Prefire' : [ 3.60356756e+07, 3.58016178e+07, 3.62632850e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.67021232e+07, 3.71086314e+07, 3.74634784e+07, 3.55810341e+07, 3.60356756e+07, 3.64131226e+07, 3.46757239e+07, 3.51637852e+07, 3.55658310e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.94693150e+07, 3.28884020e+07, ], }), ("nof_tree_events", 9883805), ("nof_db_events", 9883805), ("fsize_local", 48404052439), # 48.40GB, avg file size 2.42GB ("fsize_db", 456938749955), # 456.94GB, avg file size 3.20GB ("use_it", True), ("xsection", 3.364), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_s-channel_4f_leptonDecays"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_s-channel_4f_leptonDecays_TuneCP5_PSweights_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_s-channel_4f_leptonDecays_PSweights"), ("nof_files", 20), ("nof_db_files", 147), ("nof_events", { 'Count' : [ 9914948, ], 'CountWeighted' : [ 6.18592606e+06, 6.18582800e+06, 6.18399462e+06, ], 'CountWeightedLHEWeightScale' : [ 6.30241416e+06, 6.37067197e+06, 6.43036653e+06, 6.10931328e+06, 6.18592606e+06, 6.24918094e+06, 5.95335369e+06, 6.03541438e+06, 6.10309794e+06, ], 'CountWeightedLHEEnvelope' : [ 6.77844503e+06, 5.64272991e+06, ], 'CountWeightedPSWeight' : [ 6.18613941e+06, 6.18604547e+06, 8.47552056e+06, 6.18372922e+06, 6.17950681e+06, 4.10449347e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 5.94295755e+07, 5.89908012e+07, 7.63484778e+07, 5.94095050e+07, 5.45414425e+07, 3.92649475e+07, ], 'CountWeightedFull' : [ 3.70497469e+07, 3.70522032e+07, 3.70513142e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.77551109e+07, 3.81640738e+07, 3.85214919e+07, 3.65982570e+07, 3.70497469e+07, 3.74362618e+07, 3.56639092e+07, 3.61557848e+07, 3.65609658e+07, ], 'CountWeightedFullLHEEnvelope' : [ 4.06068704e+07, 3.38033854e+07, ], 'CountWeightedFullPSWeight' : [ 3.70581320e+07, 3.70578309e+07, 5.07730810e+07, 3.70435576e+07, 3.70187725e+07, 2.45880442e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 3.56012375e+08, 3.53378539e+08, 4.57359828e+08, 3.55890446e+08, 3.26731945e+08, 2.35216857e+08, ], 'CountWeightedL1PrefireNom' : [ 6.03007041e+06, 6.02970650e+06, 6.02907638e+06, ], 'CountWeightedL1Prefire' : [ 6.03007041e+06, 5.99103747e+06, 6.06799422e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 6.14224775e+06, 6.20990144e+06, 6.26892172e+06, 5.95441666e+06, 6.03007041e+06, 6.09300522e+06, 5.80272594e+06, 5.88410172e+06, 5.95115784e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 6.60484838e+06, 5.50343447e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 6.03137822e+06, 6.02859150e+06, 8.26207119e+06, 6.02715706e+06, 6.02704172e+06, 4.00245022e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 5.79382938e+07, 5.74857620e+07, 7.44158152e+07, 5.78989422e+07, 5.31901885e+07, 3.82864575e+07, ], 'CountWeightedFullL1PrefireNom' : [ 3.61187425e+07, 3.61187860e+07, 3.61212982e+07, ], 'CountWeightedFullL1Prefire' : [ 3.61187425e+07, 3.58853236e+07, 3.63458675e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.67955935e+07, 3.72009986e+07, 3.75543586e+07, 3.56703709e+07, 3.61187425e+07, 3.65006648e+07, 3.47615961e+07, 3.52492762e+07, 3.56508064e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.95669338e+07, 3.29688714e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.61311050e+07, 3.61146138e+07, 4.94944548e+07, 3.61057091e+07, 3.61054760e+07, 2.39767988e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.47079986e+08, 3.44363664e+08, 4.45783342e+08, 3.46842062e+08, 3.18636320e+08, 2.29355696e+08, ], }), ("nof_tree_events", 9914948), ("nof_db_events", 9914948), ("fsize_local", 48623034705), # 48.62GB, avg file size 2.43GB ("fsize_db", 458781982765), # 458.78GB, avg file size 3.12GB ("use_it", True), ("xsection", 3.364), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_s-channel_4f_leptonDecays_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_t-channel_antitop_4f_inclusiveDecays_TuneCP5_13TeV-powhegV2-madspin-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_t-channel_antitop_4f_inclusiveDecays"), ("nof_files", 8), ("nof_db_files", 69), ("nof_events", { 'Count' : [ 3675910, ], 'CountWeighted' : [ 3.67592347e+06, 3.67563988e+06, 3.67545494e+06, ], 'CountWeightedLHEWeightScale' : [ 3.96214108e+06, 3.94085828e+06, 3.95617098e+06, 3.69484400e+06, 3.67581041e+06, 3.67695866e+06, 3.45363445e+06, 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3.55880400e+06, 3.60506230e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.85995950e+06, 3.84043344e+06, 3.85630338e+06, 3.59941703e+06, 3.58228331e+06, 3.58445844e+06, 3.36423506e+06, 3.34593538e+06, 3.33705227e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.09332328e+06, 3.11956669e+06, ], }), ("nof_tree_events", 3675910), ("nof_db_events", 3675910), ("fsize_local", 19148201390), # 19.15GB, avg file size 2.39GB ("fsize_db", 173657703453), # 173.66GB, avg file size 2.52GB ("use_it", True), ("xsection", 80.95), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_t-channel_antitop_4f_inclusiveDecays"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_t-channel_antitop_4f_InclusiveDecays_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_t-channel_antitop_4f_inclusiveDecays_PSweights"), ("nof_files", 130), ("nof_db_files", 1288), ("nof_events", { 'Count' : [ 64818800, ], 'CountWeighted' : [ 6.48290443e+07, 6.48190505e+07, 6.48138203e+07, ], 'CountWeightedLHEWeightScale' : [ 6.98589236e+07, 6.94805517e+07, 6.97496969e+07, 6.51536886e+07, 6.48272106e+07, 6.48371642e+07, 6.09059083e+07, 6.05465516e+07, 6.03642232e+07, ], 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6.31625007e+07, 6.31646543e+07, ], 'CountWeightedL1Prefire' : [ 6.31711956e+07, 6.27546128e+07, 6.35722003e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 6.80537512e+07, 6.77064128e+07, 6.79850427e+07, 6.34672691e+07, 6.31693734e+07, 6.32018774e+07, 5.93253959e+07, 5.90020112e+07, 5.88450181e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 7.21761452e+07, 5.50013881e+07, ], 'CountWeightedPSWeightL1PrefireNom' : [ 6.31684738e+07, 6.31471928e+07, 8.73872515e+07, 6.31621190e+07, 6.31371727e+07, 4.07719146e+07, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 6.31684708e+07, 6.31471892e+07, 8.73872465e+07, 6.31621163e+07, 6.31371688e+07, 4.07719120e+07, ], 'CountWeightedFullL1PrefireNom' : [ 6.31386341e+07, 6.31298021e+07, 6.31319871e+07, ], 'CountWeightedFullL1Prefire' : [ 6.31386341e+07, 6.27222734e+07, 6.35394032e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 6.80184765e+07, 6.76713184e+07, 6.79498230e+07, 6.34344456e+07, 6.31368126e+07, 6.31691854e+07, 5.92947399e+07, 5.89715010e+07, 5.88145780e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 7.21387852e+07, 5.49728923e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 6.31359343e+07, 6.31145789e+07, 8.73414808e+07, 6.31295024e+07, 6.31043858e+07, 4.07512486e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 6.31359311e+07, 6.31145758e+07, 8.73414769e+07, 6.31294997e+07, 6.31043822e+07, 4.07512466e+07, ], }), ("nof_tree_events", 64818800), ("nof_db_events", 64818800), ("fsize_local", 338572487817), # 338.57GB, avg file size 2.60GB ("fsize_db", 3064755155948), # 3.06TB, avg file size 2.38GB ("use_it", True), ("xsection", 80.95), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_t-channel_antitop_4f_inclusiveDecays_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_t-channel_top_4f_inclusiveDecays_TuneCP5_13TeV-powhegV2-madspin-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_t-channel_top_4f_inclusiveDecays"), ("nof_files", 12), ("nof_db_files", 93), ("nof_events", { 'Count' : [ 5982064, ], 'CountWeighted' : [ 5.98201206e+06, 5.98236784e+06, 5.98134147e+06, ], 'CountWeightedLHEWeightScale' : [ 6.44337412e+06, 6.39862700e+06, 6.41877512e+06, 6.01596669e+06, 5.98115941e+06, 5.98253297e+06, 5.63011278e+06, 5.59637203e+06, 5.58071109e+06, ], 'CountWeightedLHEEnvelope' : [ 6.85920756e+06, 5.18975359e+06, ], 'CountWeightedFull' : [ 5.98201206e+06, 5.98236784e+06, 5.98134147e+06, ], 'CountWeightedFullLHEWeightScale' : [ 6.44337412e+06, 6.39862700e+06, 6.41877512e+06, 6.01596669e+06, 5.98115941e+06, 5.98253297e+06, 5.63011278e+06, 5.59637203e+06, 5.58071109e+06, ], 'CountWeightedFullLHEEnvelope' : [ 6.85920756e+06, 5.18975359e+06, ], 'CountWeightedL1PrefireNom' : [ 5.79149697e+06, 5.79139581e+06, 5.79149225e+06, ], 'CountWeightedL1Prefire' : [ 5.79149697e+06, 5.74502419e+06, 5.83666875e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 6.23677616e+06, 6.19547675e+06, 6.21636847e+06, 5.82222775e+06, 5.79064869e+06, 5.79351372e+06, 5.44791472e+06, 5.41757472e+06, 5.40413956e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 6.63827244e+06, 5.02675731e+06, ], 'CountWeightedFullL1PrefireNom' : [ 5.79149697e+06, 5.79139581e+06, 5.79149225e+06, ], 'CountWeightedFullL1Prefire' : [ 5.79149697e+06, 5.74502419e+06, 5.83666875e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 6.23677616e+06, 6.19547675e+06, 6.21636847e+06, 5.82222775e+06, 5.79064869e+06, 5.79351372e+06, 5.44791472e+06, 5.41757472e+06, 5.40413956e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 6.63827244e+06, 5.02675731e+06, ], }), ("nof_tree_events", 5982064), ("nof_db_events", 5982064), ("fsize_local", 31485687127), # 31.49GB, avg file size 2.62GB ("fsize_db", 281605211173), # 281.61GB, avg file size 3.03GB ("use_it", True), ("xsection", 136.02), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_t-channel_top_4f_inclusiveDecays"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_t-channel_top_4f_InclusiveDecays_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_t-channel_top_4f_inclusiveDecays_PSweights"), ("nof_files", 246), ("nof_db_files", 2354), ("nof_events", { 'Count' : [ 122688200, ], 'CountWeighted' : [ 1.22686205e+08, 1.22690746e+08, 1.22656751e+08, ], 'CountWeightedLHEWeightScale' : [ 1.32161203e+08, 1.31241864e+08, 1.31652712e+08, 1.23385198e+08, 1.22668538e+08, 1.22696982e+08, 1.15469985e+08, 1.14775171e+08, 1.14451663e+08, ], 'CountWeightedLHEEnvelope' : [ 1.40676817e+08, 1.06446486e+08, ], 'CountWeightedPSWeight' : [ 1.22687668e+08, 1.22688642e+08, 1.70496223e+08, 1.22687543e+08, 1.22559598e+08, 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1.27076901e+08, 1.27502912e+08, 1.19413588e+08, 1.18764599e+08, 1.18822938e+08, 1.11735911e+08, 1.11111050e+08, 1.10833462e+08, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.36149732e+08, 1.03104349e+08, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.18786050e+08, 1.18737554e+08, 1.65018915e+08, 1.18778419e+08, 1.18733423e+08, 7.60738573e+07, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.18786040e+08, 1.18737546e+08, 1.65018902e+08, 1.18778411e+08, 1.18733414e+08, 7.60738519e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.18736970e+08, 1.18732237e+08, 1.18726201e+08, ], 'CountWeightedFullL1Prefire' : [ 1.18736970e+08, 1.17783505e+08, 1.19663448e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.27876849e+08, 1.27028167e+08, 1.27454007e+08, 1.19367936e+08, 1.18719434e+08, 1.18777440e+08, 1.11693265e+08, 1.11068585e+08, 1.10791077e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.36097658e+08, 1.03064847e+08, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.18740909e+08, 1.18692154e+08, 1.64955220e+08, 1.18733144e+08, 1.18687872e+08, 7.60452138e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.18740900e+08, 1.18692145e+08, 1.64955208e+08, 1.18733137e+08, 1.18687864e+08, 7.60452087e+07, ], }), ("nof_tree_events", 122688200), ("nof_db_events", 122688200), ("fsize_local", 646764276164), # 646.76GB, avg file size 2.63GB ("fsize_db", 5815097338121), # 5.82TB, avg file size 2.47GB ("use_it", True), ("xsection", 136.02), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_t-channel_top_4f_inclusiveDecays_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_tW_antitop_5f_inclusiveDecays_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_tW_antitop_5f_inclusiveDecays"), ("nof_files", 17), ("nof_db_files", 134), ("nof_events", { 'Count' : [ 7977430, ], 'CountWeighted' : [ 7.91684215e+06, 7.91505777e+06, 7.91809372e+06, ], 'CountWeightedLHEWeightScale' : [ 8.13785619e+06, 8.30036154e+06, 8.49288518e+06, 7.69609614e+06, 7.91684215e+06, 8.13342456e+06, 7.28283607e+06, 7.54012088e+06, 7.77097751e+06, ], 'CountWeightedLHEEnvelope' : [ 8.61918970e+06, 7.27949554e+06, ], 'CountWeightedFull' : [ 2.79015809e+08, 2.79001678e+08, 2.78979836e+08, ], 'CountWeightedFullLHEWeightScale' : [ 2.86800820e+08, 2.92535156e+08, 2.99316038e+08, 2.71229905e+08, 2.79015809e+08, 2.86646075e+08, 2.56667017e+08, 2.65733002e+08, 2.73869841e+08, ], 'CountWeightedFullLHEEnvelope' : [ 3.03772935e+08, 2.56547918e+08, ], 'CountWeightedL1PrefireNom' : [ 7.74409289e+06, 7.74273625e+06, 7.74514098e+06, ], 'CountWeightedL1Prefire' : [ 7.74409289e+06, 7.70005109e+06, 7.78626144e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 7.95503635e+06, 8.11599226e+06, 8.30610466e+06, 7.52603493e+06, 7.74409289e+06, 7.95810257e+06, 7.12396431e+06, 7.37799914e+06, 7.60599360e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.42618062e+06, 7.12418503e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.72927161e+08, 2.72907692e+08, 2.72915433e+08, ], 'CountWeightedFullL1Prefire' : [ 2.72927161e+08, 2.71376515e+08, 2.74414860e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.80357619e+08, 2.86033885e+08, 2.92733159e+08, 2.65237098e+08, 2.72927161e+08, 2.80466579e+08, 2.51068194e+08, 2.60020016e+08, 2.68055448e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.96967776e+08, 2.51075045e+08, ], }), ("nof_tree_events", 7977430), ("nof_db_events", 7977430), ("fsize_local", 49776948240), # 49.78GB, avg file size 2.93GB ("fsize_db", 409038270439), # 409.04GB, avg file size 3.05GB ("use_it", True), ("xsection", 35.85), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_tW_antitop_5f_inclusiveDecays"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_tW_antitop_5f_inclusiveDecays_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_tW_antitop_5f_inclusiveDecays_PSweights"), ("nof_files", 16), ("nof_db_files", 150), ("nof_events", { 'Count' : [ 7745276, ], 'CountWeighted' : [ 7.68619725e+06, 7.68678422e+06, 7.68643584e+06, ], 'CountWeightedLHEWeightScale' : [ 7.90041066e+06, 8.05903788e+06, 8.24663806e+06, 7.47147766e+06, 7.68619725e+06, 7.89747788e+06, 7.07029788e+06, 7.32058528e+06, 7.54528600e+06, ], 'CountWeightedLHEEnvelope' : [ 8.36819388e+06, 7.06782592e+06, ], 'CountWeightedPSWeight' : [ 7.68676081e+06, 7.68645428e+06, 1.09969747e+07, 7.68551175e+06, 7.67731662e+06, 4.72767750e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 7.74498900e+07, 7.73998510e+07, 7.74499425e+07, 7.74498925e+07, 7.67180200e+07, 7.66678728e+07, ], 'CountWeightedFull' : [ 2.70776188e+08, 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'CountWeightedPSWeightL1PrefireNom' : [ 7.52000378e+06, 7.51655159e+06, 1.07559831e+07, 7.51654978e+06, 7.51333725e+06, 4.62635989e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 7.57479770e+07, 7.56990895e+07, 7.57480210e+07, 7.57479795e+07, 7.50358255e+07, 7.49868460e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.64862366e+08, 2.64865138e+08, 2.64872124e+08, ], 'CountWeightedFullL1Prefire' : [ 2.64862366e+08, 2.63357670e+08, 2.66309261e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.72058590e+08, 2.77597596e+08, 2.84121786e+08, 2.57381732e+08, 2.64862366e+08, 2.72210828e+08, 2.43633161e+08, 2.52339110e+08, 2.60155009e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.88193944e+08, 2.43668187e+08, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 2.64915131e+08, 2.64793116e+08, 3.78910829e+08, 2.64792624e+08, 2.64679366e+08, 1.62978238e+08, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.66859367e+09, 2.66686937e+09, 2.66859372e+09, 2.66859367e+09, 2.64349681e+09, 2.64177194e+09, ], }), ("nof_tree_events", 7745276), ("nof_db_events", 7745276), ("fsize_local", 48409197470), # 48.41GB, avg file size 3.03GB ("fsize_db", 397785712841), # 397.79GB, avg file size 2.65GB ("use_it", True), ("xsection", 35.85), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_tW_antitop_5f_inclusiveDecays_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_tW_top_5f_inclusiveDecays_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_tW_top_5f_inclusiveDecays"), ("nof_files", 16), ("nof_db_files", 139), ("nof_events", { 'Count' : [ 7794186, ], 'CountWeighted' : [ 7.73542144e+06, 7.73516944e+06, 7.73495884e+06, ], 'CountWeightedLHEWeightScale' : [ 7.95129097e+06, 8.10914625e+06, 8.29687344e+06, 7.51983406e+06, 7.73542144e+06, 7.94627562e+06, 7.11620409e+06, 7.36715947e+06, 7.59244741e+06, ], 'CountWeightedLHEEnvelope' : [ 8.42071966e+06, 7.11278697e+06, ], 'CountWeightedFull' : [ 2.72064998e+08, 2.72146965e+08, 2.72045445e+08, ], 'CountWeightedFullLHEWeightScale' : [ 2.79712236e+08, 2.85276665e+08, 2.91872294e+08, 2.64531735e+08, 2.72064998e+08, 2.79537744e+08, 2.50335139e+08, 2.59153986e+08, 2.67087440e+08, ], 'CountWeightedFullLHEEnvelope' : [ 2.96236505e+08, 2.50209671e+08, ], 'CountWeightedL1PrefireNom' : [ 7.56530594e+06, 7.56490659e+06, 7.56528312e+06, ], 'CountWeightedL1Prefire' : [ 7.56530594e+06, 7.52210762e+06, 7.60680462e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 7.77155722e+06, 7.92792450e+06, 8.11321562e+06, 7.35265819e+06, 7.56530594e+06, 7.77390344e+06, 6.96003981e+06, 7.20779272e+06, 7.43024950e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.23102344e+06, 6.96006481e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.66100402e+08, 2.66144709e+08, 2.66100563e+08, ], 'CountWeightedFullL1Prefire' : [ 2.66100402e+08, 2.64583504e+08, 2.67563431e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.73389596e+08, 2.78896787e+08, 2.85411024e+08, 2.58651608e+08, 2.66100402e+08, 2.73473351e+08, 2.44841847e+08, 2.53551477e+08, 2.61381756e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.89559853e+08, 2.44839227e+08, ], }), ("nof_tree_events", 7794186), ("nof_db_events", 7794186), ("fsize_local", 48608672054), # 48.61GB, avg file size 3.04GB ("fsize_db", 399638903127), # 399.64GB, avg file size 2.88GB ("use_it", True), ("xsection", 35.85), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_tW_top_5f_inclusiveDecays"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_tW_top_5f_inclusiveDecays_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_tW_top_5f_inclusiveDecays_PSweights"), ("nof_files", 16), ("nof_db_files", 114), ("nof_events", { 'Count' : [ 7945242, ], 'CountWeighted' : [ 7.88563419e+06, 7.88570016e+06, 7.88384428e+06, ], 'CountWeightedLHEWeightScale' : [ 8.10567519e+06, 8.26653203e+06, 8.45799500e+06, 7.66582822e+06, 7.88563419e+06, 8.10029438e+06, 7.25423678e+06, 7.50990341e+06, 7.73962759e+06, ], 'CountWeightedLHEEnvelope' : [ 8.58439819e+06, 7.25046478e+06, ], 'CountWeightedPSWeight' : [ 7.88457631e+06, 7.88370653e+06, 1.12706317e+07, 7.88436256e+06, 7.87526512e+06, 4.85763881e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 7.94708865e+07, 7.94206885e+07, 7.94709575e+07, 7.94708855e+07, 7.87212125e+07, 7.86708720e+07, ], 'CountWeightedFull' : [ 2.77215858e+08, 2.77259529e+08, 2.77207634e+08, ], 'CountWeightedFullLHEWeightScale' : [ 2.85019620e+08, 2.90692070e+08, 2.97413316e+08, 2.69552106e+08, 2.77215858e+08, 2.84834280e+08, 2.55081636e+08, 2.64071519e+08, 2.72150099e+08, ], 'CountWeightedFullLHEEnvelope' : [ 3.01865464e+08, 2.54948996e+08, ], 'CountWeightedFullPSWeight' : [ 2.77248082e+08, 2.77217047e+08, 3.96311178e+08, 2.77238629e+08, 2.76920466e+08, 1.70811918e+08, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 2.79356768e+09, 2.79180434e+09, 2.79356768e+09, 2.79356766e+09, 2.76725542e+09, 2.76549198e+09, ], 'CountWeightedL1PrefireNom' : [ 7.71276628e+06, 7.71253262e+06, 7.71170662e+06, ], 'CountWeightedL1Prefire' : [ 7.71276628e+06, 7.66874691e+06, 7.75488947e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 7.92295334e+06, 8.08236244e+06, 8.27139184e+06, 7.49586028e+06, 7.71276628e+06, 7.92512881e+06, 7.09545272e+06, 7.34794225e+06, 7.57479197e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.39158231e+06, 7.09525453e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 7.71304094e+06, 7.70909250e+06, 1.10230974e+07, 7.71061441e+06, 7.70654588e+06, 4.75321478e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 7.77111460e+07, 7.76621685e+07, 7.77112050e+07, 7.77111450e+07, 7.69819860e+07, 7.69328855e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.71159528e+08, 2.71179077e+08, 2.71163374e+08, ], 'CountWeightedFullL1Prefire' : [ 2.71159528e+08, 2.69617144e+08, 2.72640485e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.78595353e+08, 2.84210598e+08, 2.90852192e+08, 2.63576703e+08, 2.71159528e+08, 2.78675148e+08, 2.49499184e+08, 2.58377257e+08, 2.66354759e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.95082290e+08, 2.49492229e+08, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 2.71217251e+08, 2.71077649e+08, 3.87608412e+08, 2.71130326e+08, 2.70988474e+08, 1.67140289e+08, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.73203194e+09, 2.73031018e+09, 2.73203195e+09, 2.73203194e+09, 2.70642168e+09, 2.70470013e+09, ], }), ("nof_tree_events", 7945242), ("nof_db_events", 7945242), ("fsize_local", 49635485765), # 49.64GB, avg file size 3.10GB ("fsize_db", 407830773310), # 407.83GB, avg file size 3.58GB ("use_it", True), ("xsection", 35.85), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_tW_top_5f_inclusiveDecays_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ST_tWll_5f_LO_TuneCP5_PSweights_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "ST_tWll_PSweights_ext1"), ("nof_files", 2), ("nof_db_files", 42), ("nof_events", { 'Count' : [ 986000, ], 'CountWeighted' : [ 9.85635375e+05, 9.85763719e+05, 9.85626438e+05, ], 'CountWeightedLHEEnvelope' : [ 9.85635375e+05, 9.85635375e+05, ], 'CountWeightedFull' : [ 9.85635375e+05, 9.85763719e+05, 9.85626438e+05, ], 'CountWeightedFullLHEEnvelope' : [ 9.85635375e+05, 9.85635375e+05, ], 'CountWeightedL1PrefireNom' : [ 9.51415812e+05, 9.51441344e+05, 9.51445000e+05, ], 'CountWeightedL1Prefire' : [ 9.51415812e+05, 9.43229500e+05, 9.59464875e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.51415812e+05, 9.51415812e+05, ], 'CountWeightedFullL1PrefireNom' : [ 9.51415812e+05, 9.51441344e+05, 9.51445000e+05, ], 'CountWeightedFullL1Prefire' : [ 9.51415812e+05, 9.43229500e+05, 9.59464875e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.51415812e+05, 9.51415812e+05, ], }), ("nof_tree_events", 986000), ("nof_db_events", 986000), ("fsize_local", 8388223804), # 8.39GB, avg file size 4.19GB ("fsize_db", 62041007346), # 62.04GB, avg file size 1.48GB ("use_it", True), ("xsection", 0.01096), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ST_tWll_PSweights_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTTo2L2Nu_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTTo2L2Nu"), ("nof_files", 19), ("nof_db_files", 153), ("nof_events", { 'Count' : [ 9000000, ], 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4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTTo2L2Nu_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTToSemiLeptonic_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTToSemiLeptonic"), ("nof_files", 88), ("nof_db_files", 828), ("nof_events", { 'Count' : [ 43732445, ], 'CountWeighted' : [ 4.33802525e+07, 4.33760685e+07, 4.33736310e+07, ], 'CountWeightedLHEWeightScale' : [ 4.88806096e+07, 4.80253673e+07, 4.74754843e+07, 4.44473127e+07, 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samples_2017["/TTToSemiLeptonic_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTToSemiLeptonic_PSweights"), ("nof_files", 222), ("nof_db_files", 2178), ("nof_events", { 'Count' : [ 110014744, ], 'CountWeighted' : [ 1.09120132e+08, 1.09110933e+08, 1.09125549e+08, ], 'CountWeightedLHEWeightScale' : [ 1.22960849e+08, 1.20810065e+08, 1.19426910e+08, 1.11811293e+08, 1.09120132e+08, 1.07057096e+08, 1.01170380e+08, 9.82689930e+07, 9.58823992e+07, ], 'CountWeightedLHEEnvelope' : [ 1.32888017e+08, 8.93942091e+07, ], 'CountWeightedPSWeight' : [ 1.09123251e+08, 1.09120936e+08, 1.58153729e+08, 1.09124081e+08, 1.08929321e+08, 6.49041828e+07, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.10026395e+09, 1.10026456e+09, 1.10026457e+09, 1.10026395e+09, 1.10026047e+09, 1.10025982e+09, ], 'CountWeightedFull' : [ 3.30873556e+10, 3.30911288e+10, 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3.23948965e+10, ], 'CountWeightedFullL1PrefireHighPtTopPtRwgtSFSquared' : [ 3.22520831e+10, 3.20079908e+10, 3.24887846e+10, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomTOP16011TopPtRwgtSF' : [ 3.61820401e+10, 3.55664863e+10, 3.51753073e+10, 3.29039617e+10, 3.21308266e+10, 3.15372029e+10, 2.97729350e+10, 2.89357189e+10, 2.82476402e+10, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 3.62712699e+10, 3.56581893e+10, 3.52697438e+10, 3.29751730e+10, 3.22056478e+10, 3.16156812e+10, 2.98298451e+10, 2.89973573e+10, 2.83131207e+10, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomLinearTopPtRwgtSF' : [ 3.62067237e+10, 3.55902918e+10, 3.51984324e+10, 3.29270608e+10, 3.21528728e+10, 3.15583421e+10, 2.97943776e+10, 2.89559756e+10, 2.82669101e+10, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomLinearTopPtRwgtSFSquared' : [ 3.63133280e+10, 3.56986860e+10, 3.53090182e+10, 3.30146471e+10, 3.22432050e+10, 3.16516432e+10, 2.98665403e+10, 2.90319182e+10, 2.83459476e+10, ], 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'CountWeightedFullLHEEnvelopeL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 3.91815374e+10, 2.64205940e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomLinearTopPtRwgtSF' : [ 3.91263715e+10, 2.63626612e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomLinearTopPtRwgtSFSquared' : [ 3.92288685e+10, 2.64491764e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomQuadraticTopPtRwgtSF' : [ 3.91389288e+10, 2.63728604e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 3.92736772e+10, 2.64831473e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomHighPtTopPtRwgtSF' : [ 3.91335167e+10, 2.63648505e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 3.92429464e+10, 2.64539408e+10, ], 'CountWeightedFullPSWeightL1PrefireNomTOP16011TopPtRwgtSF' : [ 3.21356606e+10, 3.21158055e+10, 4.65466931e+10, 3.21240114e+10, 3.20952680e+10, 1.91331100e+10, ], 'CountWeightedFullPSWeightL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 3.22111520e+10, 3.21899716e+10, 4.66434704e+10, 3.21984047e+10, 3.21718577e+10, 1.91877300e+10, ], 'CountWeightedFullPSWeightL1PrefireNomLinearTopPtRwgtSF' : [ 3.21576392e+10, 3.21378931e+10, 4.65796016e+10, 3.21460733e+10, 3.21171209e+10, 1.91453686e+10, ], 'CountWeightedFullPSWeightL1PrefireNomLinearTopPtRwgtSFSquared' : [ 3.22486246e+10, 3.22276328e+10, 4.66997480e+10, 3.22360297e+10, 3.22090800e+10, 1.92084725e+10, ], 'CountWeightedFullPSWeightL1PrefireNomQuadraticTopPtRwgtSF' : [ 3.21681986e+10, 3.21482612e+10, 4.65928937e+10, 3.21564820e+10, 3.21277951e+10, 1.91531364e+10, ], 'CountWeightedFullPSWeightL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 3.22860813e+10, 3.22647027e+10, 4.67497921e+10, 3.22731608e+10, 3.22467801e+10, 1.92339093e+10, ], 'CountWeightedFullPSWeightL1PrefireNomHighPtTopPtRwgtSF' : [ 3.21620516e+10, 3.21424405e+10, 4.65868876e+10, 3.21506078e+10, 3.21214076e+10, 1.91473047e+10, ], 'CountWeightedFullPSWeightL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 3.22574544e+10, 3.22367152e+10, 4.67139989e+10, 3.22451047e+10, 3.22177063e+10, 1.92125938e+10, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomTOP16011TopPtRwgtSF' : [ 3.23771580e+11, 3.23771578e+11, 3.23771581e+11, 3.23771580e+11, 3.23770411e+11, 3.23770408e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 3.24462300e+11, 3.24462299e+11, 3.24462301e+11, 3.24462300e+11, 3.24461148e+11, 3.24461145e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomLinearTopPtRwgtSF' : [ 3.24001760e+11, 3.24001759e+11, 3.24001761e+11, 3.24001760e+11, 3.24000585e+11, 3.24000583e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomLinearTopPtRwgtSFSquared' : [ 3.24854832e+11, 3.24854830e+11, 3.24854832e+11, 3.24854832e+11, 3.24853676e+11, 3.24853673e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomQuadraticTopPtRwgtSF' : [ 3.24103303e+11, 3.24103301e+11, 3.24103303e+11, 3.24103303e+11, 3.24102131e+11, 3.24102129e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 3.25220748e+11, 3.25220746e+11, 3.25220749e+11, 3.25220748e+11, 3.25219589e+11, 3.25219586e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomHighPtTopPtRwgtSF' : [ 3.24055480e+11, 3.24055478e+11, 3.24055480e+11, 3.24055480e+11, 3.24054305e+11, 3.24054302e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 3.24959518e+11, 3.24959516e+11, 3.24959518e+11, 3.24959518e+11, 3.24958351e+11, 3.24958348e+11, ], }), ("nof_tree_events", 110014744), ("nof_db_events", 110195128), ("fsize_local", 770599817467), # 770.60GB, avg file size 3.47GB ("fsize_db", 6010271289488), # 6.01TB, avg file size 2.76GB ("use_it", True), ("xsection", 365.52), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTToSemiLeptonic_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTToHadronic_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTToHadronic"), ("nof_files", 84), ("nof_db_files", 665), ("nof_events", { 'Count' : [ 41729120, ], 'CountWeighted' : [ 4.17344189e+07, 4.17248948e+07, 4.17280992e+07, ], 'CountWeightedLHEWeightScale' : [ 4.72971452e+07, 4.63885328e+07, 4.58081465e+07, 4.28005478e+07, 4.17344189e+07, 4.09085615e+07, 3.86196442e+07, 3.74879659e+07, 3.65585873e+07, ], 'CountWeightedLHEEnvelope' : [ 5.10162712e+07, 3.41544853e+07, ], 'CountWeightedFull' : [ 4.17344189e+07, 4.17248948e+07, 4.17280992e+07, ], 'CountWeightedFullLHEWeightScale' : [ 4.72971452e+07, 4.63885328e+07, 4.58081465e+07, 4.28005478e+07, 4.17344189e+07, 4.09085615e+07, 3.86196442e+07, 3.74879659e+07, 3.65585873e+07, ], 'CountWeightedFullLHEEnvelope' : [ 5.10162712e+07, 3.41544853e+07, ], 'CountWeightedL1PrefireNom' : [ 4.04507572e+07, 4.04433505e+07, 4.04488042e+07, ], 'CountWeightedL1Prefire' : [ 4.04507572e+07, 4.01298613e+07, 4.07595195e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 4.58040335e+07, 4.49433046e+07, 4.43981246e+07, 4.14692902e+07, 4.04507572e+07, 3.96665373e+07, 3.74308849e+07, 3.63483306e+07, 3.54595962e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.94195180e+07, 3.31211139e+07, ], 'CountWeightedFullL1PrefireNom' : [ 4.04507572e+07, 4.04433505e+07, 4.04488042e+07, ], 'CountWeightedFullL1Prefire' : [ 4.04507572e+07, 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4.09838978e+07, 3.86642511e+07, 3.75415969e+07, 3.66197855e+07, ], 'CountWeightedLHEWeightScaleQuadraticTopPtRwgtSFSquared' : [ 4.75291347e+07, 4.66348635e+07, 4.60669435e+07, 4.29893127e+07, 4.19328336e+07, 4.11252656e+07, 3.87719979e+07, 3.76563081e+07, 3.67403390e+07, ], 'CountWeightedLHEWeightScaleHighPtTopPtRwgtSF' : [ 4.73702412e+07, 4.64675925e+07, 4.58924454e+07, 4.28576483e+07, 4.17927011e+07, 4.09776704e+07, 3.86635334e+07, 3.75387695e+07, 3.66152279e+07, ], 'CountWeightedLHEWeightScaleHighPtTopPtRwgtSFSquared' : [ 4.74957286e+07, 4.65980486e+07, 4.60272449e+07, 4.29622826e+07, 4.19024574e+07, 4.10919550e+07, 3.87505077e+07, 3.76313315e+07, 3.67124289e+07, ], 'CountWeightedLHEEnvelopeTOP16011TopPtRwgtSF' : [ 5.10318569e+07, 3.41959220e+07, ], 'CountWeightedLHEEnvelopeTOP16011TopPtRwgtSFSquared' : [ 5.11160132e+07, 3.42816344e+07, ], 'CountWeightedLHEEnvelopeLinearTopPtRwgtSF' : [ 5.10701578e+07, 3.42187378e+07, ], 'CountWeightedLHEEnvelopeLinearTopPtRwgtSFSquared' : [ 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5.11160132e+07, 3.42816344e+07, ], 'CountWeightedFullLHEEnvelopeLinearTopPtRwgtSF' : [ 5.10701578e+07, 3.42187378e+07, ], 'CountWeightedFullLHEEnvelopeLinearTopPtRwgtSFSquared' : [ 5.11817860e+07, 3.43205176e+07, ], 'CountWeightedFullLHEEnvelopeQuadraticTopPtRwgtSF' : [ 5.10826396e+07, 3.42297081e+07, ], 'CountWeightedFullLHEEnvelopeQuadraticTopPtRwgtSFSquared' : [ 5.12321133e+07, 3.43598369e+07, ], 'CountWeightedFullLHEEnvelopeHighPtTopPtRwgtSF' : [ 5.10808418e+07, 3.42218705e+07, ], 'CountWeightedFullLHEEnvelopeHighPtTopPtRwgtSFSquared' : [ 5.12022502e+07, 3.43269454e+07, ], 'CountWeightedL1PrefireNomTOP16011TopPtRwgtSF' : [ 4.04865725e+07, 4.04846472e+07, 4.04878879e+07, ], 'CountWeightedL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 4.05788004e+07, 4.05770663e+07, 4.05806964e+07, ], 'CountWeightedL1PrefireNomLinearTopPtRwgtSF' : [ 4.05147310e+07, 4.05127746e+07, 4.05160172e+07, ], 'CountWeightedL1PrefireNomLinearTopPtRwgtSFSquared' : [ 4.06267396e+07, 4.06249890e+07, 4.06286462e+07, 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4.03578962e+07, 4.09794581e+07, ], 'CountWeightedL1PrefireHighPtTopPtRwgtSF' : [ 4.05209833e+07, 4.02025108e+07, 4.08286513e+07, ], 'CountWeightedL1PrefireHighPtTopPtRwgtSFSquared' : [ 4.06392193e+07, 4.03221186e+07, 4.09453385e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomTOP16011TopPtRwgtSF' : [ 4.58465002e+07, 4.49943234e+07, 4.44562950e+07, 4.14995778e+07, 4.04865725e+07, 3.97127625e+07, 3.74508575e+07, 3.63772885e+07, 3.54960018e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 4.59496489e+07, 4.51043922e+07, 4.45722459e+07, 4.15851151e+07, 4.05788004e+07, 3.98108943e+07, 3.75211062e+07, 3.64545627e+07, 3.55791104e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomLinearTopPtRwgtSF' : [ 4.58789845e+07, 4.50252066e+07, 4.44859913e+07, 4.15293572e+07, 4.05147310e+07, 3.97395979e+07, 3.74781360e+07, 3.64028937e+07, 3.55202523e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomLinearTopPtRwgtSFSquared' : [ 4.60050381e+07, 4.51569769e+07, 4.46227159e+07, 4.16359896e+07, 4.06267396e+07, 3.98565283e+07, 3.75677736e+07, 3.64982907e+07, 3.56204062e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomQuadraticTopPtRwgtSF' : [ 4.58968403e+07, 4.50430638e+07, 4.45038689e+07, 4.15423459e+07, 4.05281466e+07, 3.97534743e+07, 3.74875856e+07, 3.64131556e+07, 3.55311082e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 4.60637027e+07, 4.52154097e+07, 4.46810635e+07, 4.16828288e+07, 4.06742050e+07, 3.99044955e+07, 3.76054802e+07, 3.65371579e+07, 3.56602135e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomHighPtTopPtRwgtSF' : [ 4.58889051e+07, 4.50334355e+07, 4.44927804e+07, 4.15369381e+07, 4.05209833e+07, 3.97447764e+07, 3.74842816e+07, 3.64079437e+07, 3.55243462e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 4.60246712e+07, 4.51733862e+07, 4.46365026e+07, 4.16507713e+07, 4.06392193e+07, 3.98669274e+07, 3.75795175e+07, 3.65080991e+07, 3.56285372e+07, ], 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4.05806964e+07, ], 'CountWeightedFullL1PrefireNomLinearTopPtRwgtSF' : [ 4.05147310e+07, 4.05127746e+07, 4.05160172e+07, ], 'CountWeightedFullL1PrefireNomLinearTopPtRwgtSFSquared' : [ 4.06267396e+07, 4.06249890e+07, 4.06286462e+07, ], 'CountWeightedFullL1PrefireNomQuadraticTopPtRwgtSF' : [ 4.05281466e+07, 4.05263314e+07, 4.05296541e+07, ], 'CountWeightedFullL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 4.06742050e+07, 4.06724981e+07, 4.06761354e+07, ], 'CountWeightedFullL1PrefireNomHighPtTopPtRwgtSF' : [ 4.05209833e+07, 4.05190698e+07, 4.05224356e+07, ], 'CountWeightedFullL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 4.06392193e+07, 4.06374710e+07, 4.06410068e+07, ], 'CountWeightedFullL1PrefireTOP16011TopPtRwgtSF' : [ 4.04865725e+07, 4.01684559e+07, 4.07938770e+07, ], 'CountWeightedFullL1PrefireTOP16011TopPtRwgtSFSquared' : [ 4.05788004e+07, 4.02622968e+07, 4.08842876e+07, ], 'CountWeightedFullL1PrefireLinearTopPtRwgtSF' : [ 4.05147310e+07, 4.01962208e+07, 4.08224015e+07, ], 'CountWeightedFullL1PrefireLinearTopPtRwgtSFSquared' : [ 4.06267396e+07, 4.03095648e+07, 4.09329389e+07, ], 'CountWeightedFullL1PrefireQuadraticTopPtRwgtSF' : [ 4.05281466e+07, 4.02101438e+07, 4.08352895e+07, ], 'CountWeightedFullL1PrefireQuadraticTopPtRwgtSFSquared' : [ 4.06742050e+07, 4.03578962e+07, 4.09794581e+07, ], 'CountWeightedFullL1PrefireHighPtTopPtRwgtSF' : [ 4.05209833e+07, 4.02025108e+07, 4.08286513e+07, ], 'CountWeightedFullL1PrefireHighPtTopPtRwgtSFSquared' : [ 4.06392193e+07, 4.03221186e+07, 4.09453385e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomTOP16011TopPtRwgtSF' : [ 4.58465002e+07, 4.49943234e+07, 4.44562950e+07, 4.14995778e+07, 4.04865725e+07, 3.97127625e+07, 3.74508575e+07, 3.63772885e+07, 3.54960018e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 4.59496489e+07, 4.51043922e+07, 4.45722459e+07, 4.15851151e+07, 4.05788004e+07, 3.98108943e+07, 3.75211062e+07, 3.64545627e+07, 3.55791104e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomLinearTopPtRwgtSF' : [ 4.58789845e+07, 4.50252066e+07, 4.44859913e+07, 4.15293572e+07, 4.05147310e+07, 3.97395979e+07, 3.74781360e+07, 3.64028937e+07, 3.55202523e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomLinearTopPtRwgtSFSquared' : [ 4.60050381e+07, 4.51569769e+07, 4.46227159e+07, 4.16359896e+07, 4.06267396e+07, 3.98565283e+07, 3.75677736e+07, 3.64982907e+07, 3.56204062e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomQuadraticTopPtRwgtSF' : [ 4.58968403e+07, 4.50430638e+07, 4.45038689e+07, 4.15423459e+07, 4.05281466e+07, 3.97534743e+07, 3.74875856e+07, 3.64131556e+07, 3.55311082e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 4.60637027e+07, 4.52154097e+07, 4.46810635e+07, 4.16828288e+07, 4.06742050e+07, 3.99044955e+07, 3.76054802e+07, 3.65371579e+07, 3.56602135e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomHighPtTopPtRwgtSF' : [ 4.58889051e+07, 4.50334355e+07, 4.44927804e+07, 4.15369381e+07, 4.05209833e+07, 3.97447764e+07, 3.74842816e+07, 3.64079437e+07, 3.55243462e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 4.60246712e+07, 4.51733862e+07, 4.46365026e+07, 4.16507713e+07, 4.06392193e+07, 3.98669274e+07, 3.75795175e+07, 3.65080991e+07, 3.56285372e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomTOP16011TopPtRwgtSF' : [ 4.94504285e+07, 3.31711775e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomTOP16011TopPtRwgtSFSquared' : [ 4.95475342e+07, 3.32640562e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomLinearTopPtRwgtSF' : [ 4.94864571e+07, 3.31926277e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomLinearTopPtRwgtSFSquared' : [ 4.96091440e+07, 3.33004491e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomQuadraticTopPtRwgtSF' : [ 4.95022611e+07, 3.32057079e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 4.96654661e+07, 3.33435624e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomHighPtTopPtRwgtSF' : [ 4.94969430e+07, 3.31958662e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 4.96295121e+07, 3.33072677e+07, ], }), ("nof_tree_events", 41729120), ("nof_db_events", 41729120), ("fsize_local", 307931198934), # 307.93GB, avg file size 3.67GB ("fsize_db", 2307611725630), # 2.31TB, avg file size 3.47GB ("use_it", True), ("xsection", 377.85), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTToHadronic"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTToHadronic_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTToHadronic_PSweights"), ("nof_files", 262), ("nof_db_files", 2021), ("nof_events", { 'Count' : [ 130262440, ], 'CountWeighted' : [ 1.29208543e+08, 1.29201097e+08, 1.29215617e+08, ], 'CountWeightedLHEWeightScale' : [ 1.45593065e+08, 1.43046368e+08, 1.41409640e+08, 1.32392244e+08, 1.29208543e+08, 1.26763538e+08, 1.19793404e+08, 1.16358569e+08, 1.13532797e+08, ], 'CountWeightedLHEEnvelope' : [ 1.57351346e+08, 1.05846464e+08, ], 'CountWeightedPSWeight' : [ 1.29209116e+08, 1.29207768e+08, 1.91195854e+08, 1.29211157e+08, 1.28849366e+08, 7.33535025e+07, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.30265974e+09, 1.30266038e+09, 1.30266041e+09, 1.30265973e+09, 1.30265378e+09, 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'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomQuadraticTopPtRwgtSF' : [ 4.00110826e+11, 4.00110819e+11, 4.00110827e+11, 4.00110827e+11, 4.00108867e+11, 4.00108859e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomQuadraticTopPtRwgtSFSquared' : [ 4.01510090e+11, 4.01510082e+11, 4.01510090e+11, 4.01510090e+11, 4.01508159e+11, 4.01508151e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomHighPtTopPtRwgtSF' : [ 4.00048454e+11, 4.00048447e+11, 4.00048454e+11, 4.00048454e+11, 4.00046490e+11, 4.00046482e+11, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNomHighPtTopPtRwgtSFSquared' : [ 4.01180161e+11, 4.01180152e+11, 4.01180161e+11, 4.01180161e+11, 4.01178216e+11, 4.01178208e+11, ], }), ("nof_tree_events", 130262440), ("nof_db_events", 130262440), ("fsize_local", 962877581509), # 962.88GB, avg file size 3.68GB ("fsize_db", 7191138172968), # 7.19TB, avg file size 3.56GB ("use_it", True), ("xsection", 377.85), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTToHadronic_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTJets_DiLept_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTJets_DiLept"), ("nof_files", 58), ("nof_db_files", 602), ("nof_events", { 'Count' : [ 28380110, ], 'CountWeighted' : [ 2.83519235e+07, 2.83464022e+07, 2.83545370e+07, ], 'CountWeightedLHEEnvelope' : [ 2.83519235e+07, 2.83519235e+07, ], 'CountWeightedFull' : [ 2.83519235e+07, 2.83464022e+07, 2.83545370e+07, ], 'CountWeightedFullLHEEnvelope' : [ 2.83519235e+07, 2.83519235e+07, ], 'CountWeightedL1PrefireNom' : [ 2.74923246e+07, 2.74877823e+07, 2.74951121e+07, ], 'CountWeightedL1Prefire' : [ 2.74923246e+07, 2.72831555e+07, 2.76968351e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.74923246e+07, 2.74923246e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.74923246e+07, 2.74877823e+07, 2.74951121e+07, ], 'CountWeightedFullL1Prefire' : [ 2.74923246e+07, 2.72831555e+07, 2.76968351e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.74923246e+07, 2.74923246e+07, ], }), ("nof_tree_events", 28380110), ("nof_db_events", 28380110), ("fsize_local", 182773890265), # 182.77GB, avg file size 3.15GB ("fsize_db", 1574497543250), # 1.57TB, avg file size 2.62GB ("use_it", False), ("xsection", 88.4), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTJets_DiLept"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTJets_SingleLeptFromT_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTJets_SingleLeptFromT"), ("nof_files", 124), ("nof_db_files", 1056), ("nof_events", { 'Count' : [ 61761347, ], 'CountWeighted' : [ 6.16898487e+07, 6.17003335e+07, 6.16861280e+07, ], 'CountWeightedLHEEnvelope' : [ 6.16898487e+07, 6.16898487e+07, ], 'CountWeightedFull' : [ 6.16898487e+07, 6.17003335e+07, 6.16861280e+07, ], 'CountWeightedFullLHEEnvelope' : [ 6.16898487e+07, 6.16898487e+07, ], 'CountWeightedL1PrefireNom' : [ 5.97867787e+07, 5.97909276e+07, 5.97875231e+07, ], 'CountWeightedL1Prefire' : [ 5.97867787e+07, 5.93190448e+07, 6.02428315e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.97867787e+07, 5.97867787e+07, ], 'CountWeightedFullL1PrefireNom' : [ 5.97867787e+07, 5.97909276e+07, 5.97875231e+07, ], 'CountWeightedFullL1Prefire' : [ 5.97867787e+07, 5.93190448e+07, 6.02428315e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 5.97867787e+07, 5.97867787e+07, ], }), ("nof_tree_events", 61761347), ("nof_db_events", 61947630), ("fsize_local", 429755472328), # 429.76GB, avg file size 3.47GB ("fsize_db", 3422466502202), # 3.42TB, avg file size 3.24GB ("use_it", False), ("xsection", 182.76), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTJets_SingleLeptFromT"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTJets_SingleLeptFromTbar_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTJets_SingleLeptFromTbar"), ("nof_files", 115), ("nof_db_files", 1306), ("nof_events", { 'Count' : [ 56705550, ], 'CountWeighted' : [ 5.66406921e+07, 5.66441058e+07, 5.66551076e+07, ], 'CountWeightedLHEEnvelope' : [ 5.66406921e+07, 5.66406921e+07, ], 'CountWeightedFull' : [ 5.66406921e+07, 5.66441058e+07, 5.66551076e+07, ], 'CountWeightedFullLHEEnvelope' : [ 5.66406921e+07, 5.66406921e+07, ], 'CountWeightedL1PrefireNom' : [ 5.48923477e+07, 5.48921478e+07, 5.49034922e+07, ], 'CountWeightedL1Prefire' : [ 5.48923477e+07, 5.44625115e+07, 5.53109855e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.48923477e+07, 5.48923477e+07, ], 'CountWeightedFullL1PrefireNom' : [ 5.48923477e+07, 5.48921478e+07, 5.49034922e+07, ], 'CountWeightedFullL1Prefire' : [ 5.48923477e+07, 5.44625115e+07, 5.53109855e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 5.48923477e+07, 5.48923477e+07, ], }), ("nof_tree_events", 56705550), ("nof_db_events", 56705550), ("fsize_local", 395903635570), # 395.90GB, avg file size 3.44GB ("fsize_db", 3215810423559), # 3.22TB, avg file size 2.46GB ("use_it", False), ("xsection", 182.76), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTJets_SingleLeptFromTbar"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTJets_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TT"), ("process_name_specific", "TTJets_madgraphMLM"), ("nof_files", 17), ("nof_db_files", 260), ("nof_events", { 'Count' : [ 8026103, ], 'CountWeighted' : [ 8.01760377e+06, 8.01538398e+06, 8.01632396e+06, ], 'CountWeightedLHEEnvelope' : [ 8.01760377e+06, 8.01760377e+06, ], 'CountWeightedFull' : [ 8.01760377e+06, 8.01538398e+06, 8.01632396e+06, ], 'CountWeightedFullLHEEnvelope' : [ 8.01760377e+06, 8.01760377e+06, ], 'CountWeightedL1PrefireNom' : [ 7.76743916e+06, 7.76578739e+06, 7.76709503e+06, ], 'CountWeightedL1Prefire' : [ 7.76743916e+06, 7.70571798e+06, 7.82727698e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 7.76743916e+06, 7.76743916e+06, ], 'CountWeightedFullL1PrefireNom' : [ 7.76743916e+06, 7.76578739e+06, 7.76709503e+06, ], 'CountWeightedFullL1Prefire' : [ 7.76743916e+06, 7.70571798e+06, 7.82727698e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 7.76743916e+06, 7.76743916e+06, ], }), ("nof_tree_events", 8026103), ("nof_db_events", 8026103), ("fsize_local", 57348621563), # 57.35GB, avg file size 3.37GB ("fsize_db", 448684514040), # 448.68GB, avg file size 1.73GB ("use_it", False), ("xsection", 831.76), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTJets_madgraphMLM"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTWH_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTWH"), ("process_name_specific", "TTWH"), ("nof_files", 1), ("nof_db_files", 5), ("nof_events", { 'Count' : [ 200000, ], 'CountWeighted' : [ 1.98995641e+05, 1.99000375e+05, 1.99013906e+05, ], 'CountWeightedLHEWeightScale' : [ 2.48026281e+05, 2.36363562e+05, 2.25583812e+05, 2.08829719e+05, 1.98989359e+05, 1.89899547e+05, 1.78333156e+05, 1.69916312e+05, 1.62144219e+05, ], 'CountWeightedLHEEnvelope' : [ 2.48052609e+05, 1.62141594e+05, ], 'CountWeightedPSWeight' : [ 1.98991000e+06, 1.98991000e+06, 1.98991000e+06, 1.98991000e+06, 1.98991000e+06, 1.98991000e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 2.00014266e+05, 1.99793234e+05, 2.96657875e+05, 1.99968375e+05, 1.99947969e+05, 1.12693523e+05, ], 'CountWeightedFull' : [ 1.98851891e+05, 1.98857031e+05, 1.98871484e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.47849047e+05, 2.36194281e+05, 2.25422703e+05, 2.08680391e+05, 1.98846016e+05, 1.89763828e+05, 1.78205578e+05, 1.69794844e+05, 1.62028406e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.47875344e+05, 1.62025766e+05, ], 'CountWeightedFullPSWeight' : [ 1.98848250e+06, 1.98848250e+06, 1.98848250e+06, 1.98848250e+06, 1.98848250e+06, 1.98848250e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.99867688e+05, 1.99642734e+05, 2.96436188e+05, 1.99821672e+05, 1.99799984e+05, 1.12610789e+05, ], 'CountWeightedL1PrefireNom' : [ 1.91582047e+05, 1.91577469e+05, 1.91600203e+05, ], 'CountWeightedL1Prefire' : [ 1.91582047e+05, 1.89775094e+05, 1.93348156e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.38656719e+05, 2.27565016e+05, 2.17303578e+05, 2.00935688e+05, 1.91577031e+05, 1.82925406e+05, 1.71589438e+05, 1.63586656e+05, 1.56186859e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.38684797e+05, 1.56182688e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.91580400e+06, 1.91580400e+06, 1.91580400e+06, 1.91580400e+06, 1.91580400e+06, 1.91580400e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.92419297e+05, 1.92119062e+05, 2.85349469e+05, 1.92259984e+05, 1.92367781e+05, 1.08372664e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.91444375e+05, 1.91439766e+05, 1.91463234e+05, ], 'CountWeightedFullL1Prefire' : [ 1.91444375e+05, 1.89638812e+05, 1.93209078e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.38486188e+05, 2.27402078e+05, 2.17148641e+05, 2.00792016e+05, 1.91439562e+05, 1.82794719e+05, 1.71466562e+05, 1.63469562e+05, 1.56075281e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.38514281e+05, 1.56071094e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.91443212e+06, 1.91443212e+06, 1.91443212e+06, 1.91443212e+06, 1.91443212e+06, 1.91443212e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.92279031e+05, 1.91975984e+05, 2.85137875e+05, 1.92119641e+05, 1.92226047e+05, 1.08293422e+05, ], }), ("nof_tree_events", 200000), ("nof_db_events", 200000), ("fsize_local", 1989886888), # 1.99GB, avg file size 1.99GB ("fsize_db", 13473888441), # 13.47GB, avg file size 2.69GB ("use_it", True), ("xsection", 0.001582), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWH"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTZH_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "TTZH"), ("process_name_specific", "TTZH"), ("nof_files", 1), ("nof_db_files", 7), ("nof_events", { 'Count' : [ 200000, ], 'CountWeighted' : [ 1.99297078e+05, 1.99307750e+05, 1.99238594e+05, ], 'CountWeightedLHEWeightScale' : [ 2.59771406e+05, 2.37798734e+05, 2.19093719e+05, 2.17669719e+05, 1.99296891e+05, 1.83638891e+05, 1.85149000e+05, 1.69528391e+05, 1.56236750e+05, ], 'CountWeightedLHEEnvelope' : [ 2.59854406e+05, 1.56195688e+05, ], 'CountWeightedPSWeight' : [ 1.99247088e+06, 1.99247088e+06, 1.99247088e+06, 1.99247088e+06, 1.99247088e+06, 1.99247088e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.99997703e+05, 1.99781672e+05, 3.01188625e+05, 1.99979031e+05, 1.99567781e+05, 1.09335969e+05, ], 'CountWeightedFull' : [ 1.99208000e+05, 1.99214500e+05, 1.99150312e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.59654391e+05, 2.37690312e+05, 2.18992844e+05, 2.17571531e+05, 1.99207766e+05, 1.83554312e+05, 1.85065469e+05, 1.69451359e+05, 1.56165219e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.59736859e+05, 1.56124484e+05, ], 'CountWeightedFullPSWeight' : [ 1.99158725e+06, 1.99158725e+06, 1.99158725e+06, 1.99158725e+06, 1.99158725e+06, 1.99158725e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.99900781e+05, 1.99675094e+05, 3.01027250e+05, 1.99880656e+05, 1.99458688e+05, 1.09282562e+05, ], 'CountWeightedL1PrefireNom' : [ 1.92377266e+05, 1.92375625e+05, 1.92351781e+05, ], 'CountWeightedL1Prefire' : [ 1.92377266e+05, 1.90693641e+05, 1.94020219e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.50584156e+05, 2.29544156e+05, 2.11618312e+05, 2.09972875e+05, 1.92376234e+05, 1.77374234e+05, 1.78604812e+05, 1.63648562e+05, 1.50909031e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.50665703e+05, 1.50868766e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.92349912e+06, 1.92349912e+06, 1.92349912e+06, 1.92349912e+06, 1.92349912e+06, 1.92349912e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.93073000e+05, 1.92628359e+05, 2.90468812e+05, 1.92713000e+05, 1.92597703e+05, 1.05513344e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.92288281e+05, 1.92284062e+05, 1.92263078e+05, ], 'CountWeightedFullL1Prefire' : [ 1.92288281e+05, 1.90604812e+05, 1.93930594e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.50467812e+05, 2.29436562e+05, 2.11518438e+05, 2.09875031e+05, 1.92287203e+05, 1.77290406e+05, 1.78521984e+05, 1.63571812e+05, 1.50838188e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.50548922e+05, 1.50798156e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.92260775e+06, 1.92260775e+06, 1.92260775e+06, 1.92260775e+06, 1.92260775e+06, 1.92260775e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.92980172e+05, 1.92529156e+05, 2.90320156e+05, 1.92618719e+05, 1.92497938e+05, 1.05462188e+05, ], }), ("nof_tree_events", 200000), ("nof_db_events", 200000), ("fsize_local", 2056104487), # 2.06GB, avg file size 2.06GB ("fsize_db", 13762563086), # 13.76GB, avg file size 1.97GB ("use_it", True), ("xsection", 0.001535), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZH"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWW_4F_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WWW"), ("nof_files", 1), ("nof_db_files", 21), ("nof_events", { 'Count' : [ 232300, ], 'CountWeighted' : [ 2.03184484e+05, 2.03236219e+05, 2.03152812e+05, ], 'CountWeightedLHEWeightScale' : [ 2.14490422e+05, 2.11420156e+05, 2.09035516e+05, 2.06028406e+05, 2.03182906e+05, 2.00923516e+05, 1.99088328e+05, 1.96447016e+05, 1.94277266e+05, ], 'CountWeightedLHEEnvelope' : [ 2.26750781e+05, 1.82820391e+05, ], 'CountWeightedFull' : [ 4.98832266e+04, 4.99016055e+04, 4.98753516e+04, ], 'CountWeightedFullLHEWeightScale' : [ 5.26613359e+04, 5.19076523e+04, 5.13217500e+04, 5.05835781e+04, 4.98825664e+04, 4.93302617e+04, 4.88795039e+04, 4.82319375e+04, 4.76980508e+04, ], 'CountWeightedFullLHEEnvelope' : [ 5.56715859e+04, 4.48853867e+04, ], 'CountWeightedL1PrefireNom' : [ 1.95156297e+05, 1.95192234e+05, 1.95130984e+05, ], 'CountWeightedL1Prefire' : [ 1.95156297e+05, 1.93214781e+05, 1.97053641e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.05890109e+05, 2.03022656e+05, 2.00800719e+05, 1.97798000e+05, 1.95154453e+05, 1.93050031e+05, 1.91162578e+05, 1.88713766e+05, 1.86699500e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.17624453e+05, 1.75731750e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.79130625e+04, 4.79247070e+04, 4.79068906e+04, ], 'CountWeightedFullL1Prefire' : [ 4.79130625e+04, 4.74376680e+04, 4.83793633e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 5.05497305e+04, 4.98458945e+04, 4.93001602e+04, 4.85629062e+04, 4.79124961e+04, 4.73972852e+04, 4.69340859e+04, 4.63327617e+04, 4.58377383e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 5.34306094e+04, 4.31450430e+04, ], }), ("nof_tree_events", 232300), ("nof_db_events", 232300), ("fsize_local", 1526199815), # 1.53GB, avg file size 1.53GB ("fsize_db", 11979015983), # 11.98GB, avg file size 570.43MB ("use_it", True), ("xsection", 0.2086), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWW"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWZ_4F_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WWZ"), ("nof_files", 1), ("nof_db_files", 24), ("nof_events", { 'Count' : [ 250000, ], 'CountWeighted' : [ 2.19930266e+05, 2.19916453e+05, 2.19974125e+05, ], 'CountWeightedLHEWeightScale' : [ 2.34172828e+05, 2.29510594e+05, 2.25810641e+05, 2.24351375e+05, 2.19927641e+05, 2.16357953e+05, 2.16277406e+05, 2.12067688e+05, 2.08592062e+05, ], 'CountWeightedLHEEnvelope' : [ 2.46734062e+05, 1.96876484e+05, ], 'CountWeightedFull' : [ 4.18336289e+04, 4.18262539e+04, 4.18356758e+04, ], 'CountWeightedFullLHEWeightScale' : [ 4.45409297e+04, 4.36544727e+04, 4.29507031e+04, 4.26730039e+04, 4.18328203e+04, 4.11525391e+04, 4.11372188e+04, 4.03366484e+04, 3.96753867e+04, ], 'CountWeightedFullLHEEnvelope' : [ 4.69301445e+04, 3.74469844e+04, ], 'CountWeightedL1PrefireNom' : [ 2.10778906e+05, 2.10776531e+05, 2.10804781e+05, ], 'CountWeightedL1Prefire' : [ 2.10778906e+05, 2.08616922e+05, 2.12906531e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.24294906e+05, 2.19924344e+05, 2.16460125e+05, 2.14916531e+05, 2.10776094e+05, 2.07434469e+05, 2.07207859e+05, 2.03270609e+05, 2.00019891e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.36270688e+05, 1.88847781e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.00925547e+04, 4.00893789e+04, 4.00932031e+04, ], 'CountWeightedFullL1Prefire' : [ 4.00925547e+04, 3.96812500e+04, 4.04968320e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.26623242e+04, 4.18310586e+04, 4.11719180e+04, 4.08784961e+04, 4.00918750e+04, 3.94551523e+04, 3.94120625e+04, 3.86631875e+04, 3.80449219e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.49404297e+04, 3.59199961e+04, ], }), ("nof_tree_events", 250000), ("nof_db_events", 250000), ("fsize_local", 1732887102), # 1.73GB, avg file size 1.73GB ("fsize_db", 13265189749), # 13.27GB, avg file size 552.72MB ("use_it", True), ("xsection", 0.1676), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWZ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZZ_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WZZ"), ("nof_files", 1), ("nof_db_files", 7), ("nof_events", { 'Count' : [ 250000, ], 'CountWeighted' : [ 2.19652375e+05, 2.19755219e+05, 2.19556359e+05, ], 'CountWeightedLHEWeightScale' : [ 2.34230812e+05, 2.29280375e+05, 2.25178281e+05, 2.24274812e+05, 2.19652625e+05, 2.15779219e+05, 2.15952734e+05, 2.11619625e+05, 2.07926859e+05, ], 'CountWeightedLHEEnvelope' : [ 2.46070469e+05, 1.96830906e+05, ], 'CountWeightedFull' : [ 1.39463887e+04, 1.39523389e+04, 1.39384043e+04, ], 'CountWeightedFullLHEWeightScale' : [ 1.48706475e+04, 1.45563711e+04, 1.42960264e+04, 1.42384941e+04, 1.39464277e+04, 1.36991348e+04, 1.37100605e+04, 1.34350938e+04, 1.32006289e+04, ], 'CountWeightedFullLHEEnvelope' : [ 1.56223594e+04, 1.24961650e+04, ], 'CountWeightedL1PrefireNom' : [ 2.10531828e+05, 2.10626984e+05, 2.10438875e+05, ], 'CountWeightedL1Prefire' : [ 2.10531828e+05, 2.08367469e+05, 2.12658594e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.24336000e+05, 2.19716406e+05, 2.15891703e+05, 2.14835438e+05, 2.10531406e+05, 2.06920047e+05, 2.06894328e+05, 2.02862672e+05, 1.99425828e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.35675281e+05, 1.88795641e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.33666152e+04, 1.33724971e+04, 1.33598545e+04, ], 'CountWeightedFullL1Prefire' : [ 1.33666152e+04, 1.32289600e+04, 1.35016406e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.42424385e+04, 1.39491494e+04, 1.37064834e+04, 1.36392676e+04, 1.33666123e+04, 1.31367646e+04, 1.31350547e+04, 1.28791982e+04, 1.26608350e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.49623213e+04, 1.19860000e+04, ], }), ("nof_tree_events", 250000), ("nof_db_events", 305200), ("fsize_local", 1712033507), # 1.71GB, avg file size 1.71GB ("fsize_db", 15294686519), # 15.29GB, avg file size 2.18GB ("use_it", True), ("xsection", 0.05701), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 292201 - 292302 -> NNPDF30_nlo_nf_5_pdfas PDF set, expecting 103 weights (counted 102 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZZ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZZZ_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "ZZZ"), ("nof_files", 1), ("nof_db_files", 22), ("nof_events", { 'Count' : [ 250000, ], 'CountWeighted' : [ 2.14300000e+05, 2.14306344e+05, 2.14245703e+05, ], 'CountWeightedLHEWeightScale' : [ 2.20164875e+05, 2.19211750e+05, 2.18932500e+05, 2.15196594e+05, 2.14299969e+05, 2.13903266e+05, 2.11045078e+05, 2.10163312e+05, 2.09709094e+05, ], 'CountWeightedLHEEnvelope' : [ 2.35607781e+05, 1.95214672e+05, ], 'CountWeightedFull' : [ 3.68467773e+03, 3.68558789e+03, 3.68413599e+03, ], 'CountWeightedFullLHEWeightScale' : [ 3.78572876e+03, 3.76936206e+03, 3.76451025e+03, 3.70031934e+03, 3.68467798e+03, 3.67805322e+03, 3.62890210e+03, 3.61374194e+03, 3.60592529e+03, ], 'CountWeightedFullLHEEnvelope' : [ 4.05127222e+03, 3.35670459e+03, ], 'CountWeightedL1PrefireNom' : [ 2.07316906e+05, 2.07319469e+05, 2.07292906e+05, ], 'CountWeightedL1Prefire' : [ 2.07316906e+05, 2.05609328e+05, 2.08980953e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.12948547e+05, 2.12064891e+05, 2.11823891e+05, 2.08147656e+05, 2.07316922e+05, 2.06977297e+05, 2.04136922e+05, 2.03333688e+05, 2.02934859e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.27800078e+05, 1.88992016e+05, ], 'CountWeightedFullL1PrefireNom' : [ 3.56473779e+03, 3.56515381e+03, 3.56446338e+03, ], 'CountWeightedFullL1Prefire' : [ 3.56473779e+03, 3.53536475e+03, 3.59331372e+03, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.66163525e+03, 3.64646191e+03, 3.64228320e+03, 3.57910913e+03, 3.56473730e+03, 3.55896045e+03, 3.51012671e+03, 3.49631787e+03, 3.48944824e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.91701807e+03, 3.24971533e+03, ], }), ("nof_tree_events", 250000), ("nof_db_events", 250000), ("fsize_local", 1526012444), # 1.53GB, avg file size 1.53GB ("fsize_db", 12871064949), # 12.87GB, avg file size 585.05MB ("use_it", True), ("xsection", 0.01473), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZZZ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZG_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WZG"), ("nof_files", 3), ("nof_db_files", 20), ("nof_events", { 'Count' : [ 1000000, ], 'CountWeighted' : [ 8.40313646e+05, 8.40313505e+05, 8.40352379e+05, ], 'CountWeightedLHEWeightScale' : [ 9.05043624e+05, 8.93442399e+05, 8.81597821e+05, 8.49819091e+05, 8.40276016e+05, 8.30145568e+05, 8.04932402e+05, 7.97068044e+05, 7.88344253e+05, ], 'CountWeightedLHEEnvelope' : [ 9.43129795e+05, 7.52666209e+05, ], 'CountWeightedFull' : [ 4.34858707e+04, 4.34951029e+04, 4.34826585e+04, ], 'CountWeightedFullLHEWeightScale' : [ 4.68411714e+04, 4.62411320e+04, 4.56278521e+04, 4.39831211e+04, 4.34846493e+04, 4.29648098e+04, 4.16598908e+04, 4.12525913e+04, 4.08015052e+04, ], 'CountWeightedFullLHEEnvelope' : [ 4.88123909e+04, 3.89549815e+04, ], 'CountWeightedL1PrefireNom' : [ 8.06485878e+05, 8.06507466e+05, 8.06533344e+05, ], 'CountWeightedL1Prefire' : [ 8.06485878e+05, 7.98380090e+05, 8.14511658e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 8.68129858e+05, 8.57394078e+05, 8.46339283e+05, 8.15226439e+05, 8.06461339e+05, 7.97053702e+05, 7.72234011e+05, 7.65075198e+05, 7.57017638e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.04692330e+05, 7.22757276e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.17374881e+04, 4.17435961e+04, 4.17368055e+04, ], 'CountWeightedFullL1Prefire' : [ 4.17374881e+04, 4.13179901e+04, 4.21523199e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.49306748e+04, 4.43754448e+04, 4.38029793e+04, 4.21928304e+04, 4.17364931e+04, 4.12522280e+04, 3.99676432e+04, 3.95969222e+04, 3.91801033e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.68229559e+04, 3.74069805e+04, ], }), ("nof_tree_events", 1000000), ("nof_db_events", 1000000), ("fsize_local", 6204220987), # 6.20GB, avg file size 2.07GB ("fsize_db", 50788326431), # 50.79GB, avg file size 2.54GB ("use_it", True), ("xsection", 0.04345), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZG"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WGToLNuG_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WGToLNuG"), ("nof_files", 13), ("nof_db_files", 134), ("nof_events", { 'Count' : [ 6183622, ], 'CountWeighted' : [ 6.18225269e+06, 6.18364916e+06, 6.18266759e+06, ], 'CountWeightedLHEWeightScale' : [ 5.54660456e+06, 6.24582205e+06, 6.87513419e+06, 5.48423364e+06, 6.18225269e+06, 6.81105677e+06, 5.43530250e+06, 6.13252834e+06, 6.76078234e+06, ], 'CountWeightedLHEEnvelope' : [ 6.88355188e+06, 5.43095975e+06, ], 'CountWeightedFull' : [ 6.18225269e+06, 6.18364916e+06, 6.18266759e+06, ], 'CountWeightedFullLHEWeightScale' : [ 5.54660456e+06, 6.24582205e+06, 6.87513419e+06, 5.48423364e+06, 6.18225269e+06, 6.81105677e+06, 5.43530250e+06, 6.13252834e+06, 6.76078234e+06, ], 'CountWeightedFullLHEEnvelope' : [ 6.88355188e+06, 5.43095975e+06, ], 'CountWeightedL1PrefireNom' : [ 6.13833897e+06, 6.13932967e+06, 6.13886233e+06, ], 'CountWeightedL1Prefire' : [ 6.13833897e+06, 6.12550423e+06, 6.15045417e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 5.50393797e+06, 6.20049372e+06, 6.82724508e+06, 5.44299011e+06, 6.13833897e+06, 6.76453147e+06, 5.39516156e+06, 6.08967552e+06, 6.71531670e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 6.83478594e+06, 5.39151617e+06, ], 'CountWeightedFullL1PrefireNom' : [ 6.13833897e+06, 6.13932967e+06, 6.13886233e+06, ], 'CountWeightedFullL1Prefire' : [ 6.13833897e+06, 6.12550423e+06, 6.15045417e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 5.50393797e+06, 6.20049372e+06, 6.82724508e+06, 5.44299011e+06, 6.13833897e+06, 6.76453147e+06, 5.39516156e+06, 6.08967552e+06, 6.71531670e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 6.83478594e+06, 5.39151617e+06, ], }), ("nof_tree_events", 6183622), ("nof_db_events", 6283083), ("fsize_local", 19827675441), # 19.83GB, avg file size 1.53GB ("fsize_db", 259323657535), # 259.32GB, avg file size 1.94GB ("use_it", False), ("xsection", 464.8), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WGToLNuG"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WGToLNuG_01J_5f_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WGToLNuG_01J"), ("nof_files", 96), ("nof_db_files", 418), ("nof_events", { 'Count' : [ 23688640, ], 'CountWeighted' : [ 1.42491776e+07, 1.42477486e+07, 1.42489988e+07, ], 'CountWeightedLHEWeightScale' : [ 1.44578486e+07, 1.49589922e+07, 1.52915105e+07, 1.36586227e+07, 1.42491776e+07, 1.46512550e+07, 1.30228023e+07, 1.36785367e+07, 1.41388665e+07, ], 'CountWeightedLHEEnvelope' : [ 1.66050218e+07, 1.20056058e+07, ], 'CountWeightedFull' : [ 8.45488587e+09, 8.45521055e+09, 8.45511119e+09, ], 'CountWeightedFullLHEWeightScale' : [ 8.57908638e+09, 8.87642751e+09, 9.07377034e+09, 8.10483917e+09, 8.45488587e+09, 8.69384496e+09, 7.72755715e+09, 8.11662844e+09, 8.38980577e+09, ], 'CountWeightedFullLHEEnvelope' : [ 9.85319147e+09, 7.12395988e+09, ], 'CountWeightedL1PrefireNom' : [ 1.40176391e+07, 1.40160412e+07, 1.40180015e+07, ], 'CountWeightedL1Prefire' : [ 1.40176391e+07, 1.39554198e+07, 1.40777306e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.42120848e+07, 1.47089250e+07, 1.50380874e+07, 1.34324479e+07, 1.40176391e+07, 1.44160647e+07, 1.28121067e+07, 1.34620038e+07, 1.39181701e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.63288718e+07, 1.18131173e+07, ], 'CountWeightedFullL1PrefireNom' : [ 8.31761004e+09, 8.31752078e+09, 8.31807683e+09, ], 'CountWeightedFullL1Prefire' : [ 8.31761004e+09, 8.28069518e+09, 8.35327818e+09, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 8.43325634e+09, 8.72804198e+09, 8.92339318e+09, 7.97063092e+09, 8.31761004e+09, 8.55428646e+09, 7.60253162e+09, 7.98814724e+09, 8.25884962e+09, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.68932672e+09, 7.00974066e+09, ], }), ("nof_tree_events", 23688640), ("nof_db_events", 25918966), ("fsize_local", 84901562230), # 84.90GB, avg file size 884.39MB ("fsize_db", 1050306523358), # 1.05TB, avg file size 2.51GB ("use_it", True), ("xsection", 191.6), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WGToLNuG_01J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZGToLLG_01J_5f_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "ZGTo2LG_01J"), ("nof_files", 62), ("nof_db_files", 526), ("nof_events", { 'Count' : [ 30490034, ], 'CountWeighted' : [ 1.92834776e+07, 1.92806928e+07, 1.92814126e+07, ], 'CountWeightedLHEWeightScale' : [ 1.94638646e+07, 1.99781858e+07, 2.02730689e+07, 1.86074975e+07, 1.92834776e+07, 1.97102321e+07, 1.79325189e+07, 1.87279352e+07, 1.92608572e+07, ], 'CountWeightedLHEEnvelope' : [ 2.22871801e+07, 1.64050887e+07, ], 'CountWeightedFull' : [ 3.31314615e+09, 3.31305289e+09, 3.31342423e+09, ], 'CountWeightedFullLHEWeightScale' : [ 3.34430774e+09, 3.43265374e+09, 3.48334327e+09, 3.19716600e+09, 3.31314615e+09, 3.38663749e+09, 3.08118437e+09, 3.21784766e+09, 3.30942740e+09, ], 'CountWeightedFullLHEEnvelope' : [ 3.82940209e+09, 2.81872218e+09, ], 'CountWeightedL1PrefireNom' : [ 1.88493085e+07, 1.88467249e+07, 1.88484496e+07, ], 'CountWeightedL1Prefire' : [ 1.88493085e+07, 1.87339572e+07, 1.89619805e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.90157387e+07, 1.95202757e+07, 1.98085518e+07, 1.81857609e+07, 1.88493085e+07, 1.92677853e+07, 1.75314466e+07, 1.83126724e+07, 1.88357934e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.17772911e+07, 1.60397847e+07, ], 'CountWeightedFullL1PrefireNom' : [ 3.23860252e+09, 3.23842765e+09, 3.23887832e+09, ], 'CountWeightedFullL1Prefire' : [ 3.23860252e+09, 3.21878696e+09, 3.25795558e+09, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.26730901e+09, 3.35398043e+09, 3.40352855e+09, 3.12469997e+09, 3.23860252e+09, 3.31061580e+09, 3.01227157e+09, 3.14649817e+09, 3.23639299e+09, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.74179428e+09, 2.75595818e+09, ], }), ("nof_tree_events", 30490034), ("nof_db_events", 30490034), ("fsize_local", 124505199815), # 124.51GB, avg file size 2.01GB ("fsize_db", 1312540069447), # 1.31TB, avg file size 2.50GB ("use_it", True), ("xsection", 55.59), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/ZGTo2LG_01J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TGJets_leptonDecays_TuneCP5_PSweights_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TGJets_PSweights"), ("nof_files", 14), ("nof_db_files", 110), ("nof_events", { 'Count' : [ 6649547, ], 'CountWeighted' : [ 1.28516329e+06, 1.28450422e+06, 1.28580950e+06, ], 'CountWeightedLHEWeightScale' : [ 1.32110703e+06, 1.31988973e+06, 1.33644435e+06, 1.29776827e+06, 1.28516329e+06, 1.28437516e+06, 1.25172777e+06, 1.23217049e+06, 1.22115621e+06, ], 'CountWeightedLHEEnvelope' : [ 1.55449381e+06, 1.03671845e+06, ], 'CountWeightedPSWeight' : [ 1.28490519e+06, 1.28433986e+06, 1.76431294e+06, 1.28540743e+06, 1.28673877e+06, 8.53077230e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 3.52114526e+07, 3.50730871e+07, 4.63694325e+07, 3.52174306e+07, 3.27932992e+07, 2.27999071e+07, ], 'CountWeightedFull' : [ 6.80216597e+06, 6.79857891e+06, 6.80528633e+06, ], 'CountWeightedFullLHEWeightScale' : [ 6.99238111e+06, 6.98595917e+06, 7.07357433e+06, 6.86887261e+06, 6.80216597e+06, 6.79798105e+06, 6.62518759e+06, 6.52168855e+06, 6.46338847e+06, ], 'CountWeightedFullLHEEnvelope' : [ 8.22768678e+06, 5.48717298e+06, ], 'CountWeightedFullPSWeight' : [ 6.80071253e+06, 6.79779347e+06, 9.33813884e+06, 6.80337869e+06, 6.81044400e+06, 4.51516842e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.86366894e+08, 1.85632535e+08, 2.45421140e+08, 1.86398076e+08, 1.73566996e+08, 1.20675834e+08, ], 'CountWeightedL1PrefireNom' : [ 1.22588141e+06, 1.22510049e+06, 1.22664415e+06, ], 'CountWeightedL1Prefire' : [ 1.22588141e+06, 1.21183911e+06, 1.23975596e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.25958929e+06, 1.25853897e+06, 1.27454861e+06, 1.23752872e+06, 1.22588141e+06, 1.22550197e+06, 1.19365590e+06, 1.17553948e+06, 1.16550737e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.48283204e+06, 9.89079949e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.22571030e+06, 1.22463669e+06, 1.68237167e+06, 1.22602867e+06, 1.22818490e+06, 8.14532445e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.35693860e+07, 3.34242922e+07, 4.41866704e+07, 3.35688776e+07, 3.12918485e+07, 2.17659942e+07, ], 'CountWeightedFullL1PrefireNom' : [ 6.48841925e+06, 6.48425630e+06, 6.49231780e+06, ], 'CountWeightedFullL1Prefire' : [ 6.48841925e+06, 6.41410212e+06, 6.56183464e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 6.66682541e+06, 6.66127753e+06, 6.74601328e+06, 6.55006769e+06, 6.48841925e+06, 6.48641566e+06, 6.31785991e+06, 6.22197472e+06, 6.16887488e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 7.84844150e+06, 5.23505986e+06, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 6.48742841e+06, 6.48182361e+06, 8.90450553e+06, 6.48911375e+06, 6.50059625e+06, 4.31117381e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.77676570e+08, 1.76906286e+08, 2.33868706e+08, 1.77673606e+08, 1.65620661e+08, 1.15203775e+08, ], }), ("nof_tree_events", 6649547), ("nof_db_events", 6649547), ("fsize_local", 38838329497), # 38.84GB, avg file size 2.77GB ("fsize_db", 332620767606), # 332.62GB, avg file size 3.02GB ("use_it", True), ("xsection", 1.018), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TGJets_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTGJets_TuneCP5_13TeV-amcatnloFXFX-madspin-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTGJets"), ("nof_files", 15), ("nof_db_files", 310), ("nof_events", { 'Count' : [ 7349100, ], 'CountWeighted' : [ 2.85232480e+06, 2.85269698e+06, 2.85200072e+06, ], 'CountWeightedLHEWeightScale' : [ 3.26880284e+06, 3.24282459e+06, 3.22715206e+06, 2.92225112e+06, 2.85232480e+06, 2.79442131e+06, 2.56591505e+06, 2.47899736e+06, 2.40513509e+06, ], 'CountWeightedLHEEnvelope' : [ 3.58939794e+06, 2.20132703e+06, ], 'CountWeightedFull' : [ 5.23412568e+07, 5.23468320e+07, 5.23447530e+07, ], 'CountWeightedFullLHEWeightScale' : [ 5.99884938e+07, 5.95118665e+07, 5.92241658e+07, 5.36286372e+07, 5.23412568e+07, 5.12827460e+07, 4.70892042e+07, 4.54940255e+07, 4.41386095e+07, ], 'CountWeightedFullLHEEnvelope' : [ 6.58720360e+07, 4.03983608e+07, ], 'CountWeightedL1PrefireNom' : [ 2.71994941e+06, 2.72013802e+06, 2.71988806e+06, ], 'CountWeightedL1Prefire' : [ 2.71994941e+06, 2.68848536e+06, 2.75095673e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.11220361e+06, 3.08935241e+06, 3.07622673e+06, 2.78495131e+06, 2.71994941e+06, 2.66632000e+06, 2.44695981e+06, 2.36561473e+06, 2.29646821e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.41827838e+06, 2.10193997e+06, ], 'CountWeightedFullL1PrefireNom' : [ 4.99138700e+07, 4.99172595e+07, 4.99176118e+07, ], 'CountWeightedFullL1Prefire' : [ 4.99138700e+07, 4.93368700e+07, 5.04830150e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 5.71146435e+07, 5.66952822e+07, 5.64543580e+07, 5.11089230e+07, 4.99138700e+07, 4.89318408e+07, 4.49061498e+07, 4.34132915e+07, 4.21443695e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 6.27316790e+07, 3.85744105e+07, ], }), ("nof_tree_events", 7349100), ("nof_db_events", 12008540), ("fsize_local", 61735825943), # 61.74GB, avg file size 4.12GB ("fsize_db", 721586862695), # 721.59GB, avg file size 2.33GB ("use_it", True), ("xsection", 4.215), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTGJets"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTGJets_TuneCP5_13TeV-amcatnloFXFX-madspin-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTGJets_ext1"), ("nof_files", 18), ("nof_db_files", 240), ("nof_events", { 'Count' : [ 8729288, ], 'CountWeighted' : [ 3.39933464e+06, 3.39866473e+06, 3.39946034e+06, ], 'CountWeightedLHEWeightScale' : [ 3.89971033e+06, 3.86731595e+06, 3.84749711e+06, 3.48355525e+06, 3.39933464e+06, 3.32941359e+06, 3.05746564e+06, 2.95334175e+06, 2.86463531e+06, ], 'CountWeightedLHEEnvelope' : [ 4.28031344e+06, 2.62257472e+06, ], 'CountWeightedFull' : [ 6.23790452e+07, 6.23753896e+07, 6.23855145e+07, ], 'CountWeightedFullLHEWeightScale' : [ 7.15668015e+07, 7.09723162e+07, 7.06085775e+07, 6.39295810e+07, 6.23790452e+07, 6.11008118e+07, 5.61101659e+07, 5.41991800e+07, 5.25712961e+07, ], 'CountWeightedFullLHEEnvelope' : [ 7.85515322e+07, 4.81290501e+07, ], 'CountWeightedL1PrefireNom' : [ 3.24089166e+06, 3.24024690e+06, 3.24121986e+06, ], 'CountWeightedL1Prefire' : [ 3.24089166e+06, 3.20326701e+06, 3.27797919e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.71180655e+06, 3.68323217e+06, 3.66654178e+06, 3.31921425e+06, 3.24089166e+06, 3.17615361e+06, 2.91530602e+06, 2.81784953e+06, 2.73480740e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.07498895e+06, 2.50394962e+06, ], 'CountWeightedFullL1PrefireNom' : [ 5.94739368e+07, 5.94665472e+07, 5.94824690e+07, ], 'CountWeightedFullL1Prefire' : [ 5.94739368e+07, 5.87836296e+07, 6.01545374e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 6.81184672e+07, 6.75941268e+07, 6.72877458e+07, 6.09136055e+07, 5.94739368e+07, 5.82882348e+07, 5.35011932e+07, 5.17126830e+07, 5.01887088e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 7.47835010e+07, 4.59520032e+07, ], }), ("nof_tree_events", 8729288), ("nof_db_events", 8783747), ("fsize_local", 73250924987), # 73.25GB, avg file size 4.07GB ("fsize_db", 528701934879), # 528.70GB, avg file size 2.20GB ("use_it", True), ("xsection", 4.215), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/TTGJets_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/tZq_ll_4f_ckm_NLO_TuneCP5_PSweights_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "tZq_ll_4f_PSweights"), ("nof_files", 27), ("nof_db_files", 211), ("nof_events", { 'Count' : [ 13276146, ], 'CountWeighted' : [ 3.46798894e+06, 3.46768598e+06, 3.46839745e+06, ], 'CountWeightedLHEWeightScale' : [ 3.75987561e+06, 3.70745252e+06, 3.67283495e+06, 3.54721817e+06, 3.46791612e+06, 3.40674225e+06, 3.34810567e+06, 3.25224964e+06, 3.17443619e+06, ], 'CountWeightedLHEEnvelope' : [ 4.03236427e+06, 2.97058616e+06, ], 'CountWeightedPSWeight' : [ 3.46843624e+06, 3.46942791e+06, 4.89441195e+06, 3.46776830e+06, 3.46057088e+06, 2.17850700e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 3.79155352e+06, 3.79109230e+06, 5.41943778e+06, 3.79157079e+06, 3.79188934e+06, 2.32636306e+06, ], 'CountWeightedFull' : [ 9.89582104e+05, 9.89486441e+05, 9.89717605e+05, ], 'CountWeightedFullLHEWeightScale' : [ 1.07286820e+06, 1.05790704e+06, 1.04803250e+06, 1.01218531e+06, 9.89574332e+05, 9.72101682e+05, 9.55368145e+05, 9.28015492e+05, 9.05811662e+05, ], 'CountWeightedFullLHEEnvelope' : [ 1.15062216e+06, 8.47644633e+05, ], 'CountWeightedFullPSWeight' : [ 9.89671621e+05, 9.89987062e+05, 1.39659648e+06, 9.89476242e+05, 9.87459186e+05, 6.21608221e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.08186492e+06, 1.08168899e+06, 1.54629704e+06, 1.08186909e+06, 1.08191961e+06, 6.63795000e+05, ], 'CountWeightedL1PrefireNom' : [ 3.21494138e+06, 3.21424484e+06, 3.21569501e+06, ], 'CountWeightedL1Prefire' : [ 3.21494138e+06, 3.15809629e+06, 3.27170663e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.48295196e+06, 3.43621268e+06, 3.40593280e+06, 3.28640530e+06, 3.21487420e+06, 3.15995860e+06, 3.10220055e+06, 3.01537056e+06, 2.94502536e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.73612208e+06, 2.75554039e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 3.21589502e+06, 3.21458541e+06, 4.53598489e+06, 3.21397225e+06, 3.21117656e+06, 2.02181557e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.51343337e+06, 3.51025331e+06, 5.01784350e+06, 3.51205084e+06, 3.51646541e+06, 2.15904434e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.17370004e+05, 9.17176084e+05, 9.17596602e+05, ], 'CountWeightedFullL1Prefire' : [ 9.17370004e+05, 9.01154283e+05, 9.33570191e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 9.93846941e+05, 9.80511371e+05, 9.71871488e+05, 9.37762963e+05, 9.17356566e+05, 9.01682262e+05, 8.85199719e+05, 8.60424004e+05, 8.40349766e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.06608883e+06, 7.86281701e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 9.17616971e+05, 9.17268402e+05, 1.29432158e+06, 9.17063992e+05, 9.16296822e+05, 5.76901208e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.00251403e+06, 1.00156726e+06, 1.43172306e+06, 1.00211740e+06, 1.00334196e+06, 6.16056437e+05, ], }), ("nof_tree_events", 13276146), ("nof_db_events", 13276146), ("fsize_local", 101222299962), # 101.22GB, avg file size 3.75GB ("fsize_db", 748393512503), # 748.39GB, avg file size 3.55GB ("use_it", True), ("xsection", 0.07358), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/tZq_ll_4f_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WpWpJJ_EWK-QCD_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WpWpJJ_EWK_QCD"), ("nof_files", 1), ("nof_db_files", 21), ("nof_events", { 'Count' : [ 149000, ], 'CountWeighted' : [ 1.48423422e+05, 1.48404453e+05, 1.48418625e+05, ], 'CountWeightedLHEWeightScale' : [ 1.83701625e+05, 1.74801938e+05, 1.66777984e+05, 1.56175344e+05, 1.48423422e+05, 1.41457312e+05, 1.36036094e+05, 1.29122375e+05, 1.22937266e+05, ], 'CountWeightedLHEEnvelope' : [ 1.84241828e+05, 1.22627547e+05, ], 'CountWeightedFull' : [ 1.48423422e+05, 1.48404453e+05, 1.48418625e+05, ], 'CountWeightedFullLHEWeightScale' : [ 1.83701625e+05, 1.74801938e+05, 1.66777984e+05, 1.56175344e+05, 1.48423422e+05, 1.41457312e+05, 1.36036094e+05, 1.29122375e+05, 1.22937266e+05, ], 'CountWeightedFullLHEEnvelope' : [ 1.84241828e+05, 1.22627547e+05, ], 'CountWeightedL1PrefireNom' : [ 1.36384844e+05, 1.36348000e+05, 1.36411562e+05, ], 'CountWeightedL1Prefire' : [ 1.36384844e+05, 1.33752297e+05, 1.39030781e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.68522750e+05, 1.60737438e+05, 1.53668109e+05, 1.43167172e+05, 1.36384844e+05, 1.30251812e+05, 1.24615828e+05, 1.18570867e+05, 1.13124625e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.69049672e+05, 1.12822266e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.36384844e+05, 1.36348000e+05, 1.36411562e+05, ], 'CountWeightedFullL1Prefire' : [ 1.36384844e+05, 1.33752297e+05, 1.39030781e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.68522750e+05, 1.60737438e+05, 1.53668109e+05, 1.43167172e+05, 1.36384844e+05, 1.30251812e+05, 1.24615828e+05, 1.18570867e+05, 1.13124625e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.69049672e+05, 1.12822266e+05, ], }), ("nof_tree_events", 149000), ("nof_db_events", 149000), ("fsize_local", 1020662928), # 1.02GB, avg file size 1.02GB ("fsize_db", 8401827223), # 8.40GB, avg file size 400.09MB ("use_it", True), ("xsection", 0.04926), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WpWpJJ_EWK_QCD"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWTo2L2Nu_DoubleScattering_13TeV-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "WWTo2L2Nu_DoubleScattering"), ("nof_files", 2), ("nof_db_files", 31), ("nof_events", { 'Count' : [ 968000, ], 'CountWeighted' : [ 9.68050750e+05, 9.68099562e+05, 9.67943125e+05, ], 'CountWeightedFull' : [ 9.68050750e+05, 9.68099562e+05, 9.67943125e+05, ], 'CountWeightedL1PrefireNom' : [ 9.52874938e+05, 9.52889562e+05, 9.52807875e+05, ], 'CountWeightedL1Prefire' : [ 9.52874938e+05, 9.48610188e+05, 9.56984906e+05, ], 'CountWeightedFullL1PrefireNom' : [ 9.52874938e+05, 9.52889562e+05, 9.52807875e+05, ], 'CountWeightedFullL1Prefire' : [ 9.52874938e+05, 9.48610188e+05, 9.56984906e+05, ], }), ("nof_tree_events", 968000), ("nof_db_events", 968000), ("fsize_local", 3099047194), # 3.10GB, avg file size 1.55GB ("fsize_db", 37369750968), # 37.37GB, avg file size 1.21GB ("use_it", True), ("xsection", 0.2232), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWTo2L2Nu_DoubleScattering"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTTT_TuneCP5_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTTT"), ("nof_files", 2), ("nof_db_files", 31), ("nof_events", { 'Count' : [ 445626, ], 'CountWeighted' : [ 1.66391117e+05, 1.66405773e+05, 1.66426844e+05, ], 'CountWeightedLHEWeightScale' : [ 2.16437781e+05, 2.04832445e+05, 1.94610945e+05, 1.78930672e+05, 1.66388234e+05, 1.55707523e+05, 1.46367578e+05, 1.34519238e+05, 1.24584820e+05, ], 'CountWeightedLHEEnvelope' : [ 2.21667141e+05, 1.22484324e+05, ], 'CountWeightedFull' : [ 3.65610266e+03, 3.65622949e+03, 3.65672632e+03, ], 'CountWeightedFullLHEWeightScale' : [ 4.75568750e+03, 4.50068176e+03, 4.27609888e+03, 3.93156311e+03, 3.65603979e+03, 3.42128638e+03, 3.21607202e+03, 2.95572949e+03, 2.73744861e+03, ], 'CountWeightedFullLHEEnvelope' : [ 4.87058960e+03, 2.69129395e+03, ], 'CountWeightedL1PrefireNom' : [ 1.57054188e+05, 1.57036867e+05, 1.57110117e+05, ], 'CountWeightedL1Prefire' : [ 1.57054188e+05, 1.54868008e+05, 1.59210883e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.03945547e+05, 1.93177906e+05, 1.83687297e+05, 1.68747273e+05, 1.57051828e+05, 1.47085914e+05, 1.38107090e+05, 1.27037891e+05, 1.17748961e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.08917375e+05, 1.15733023e+05, ], 'CountWeightedFullL1PrefireNom' : [ 3.45090833e+03, 3.45044348e+03, 3.45204285e+03, ], 'CountWeightedFullL1Prefire' : [ 3.45090833e+03, 3.40286755e+03, 3.49830566e+03, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.48119995e+03, 4.24461377e+03, 4.03607776e+03, 3.70780603e+03, 3.45085571e+03, 3.23185303e+03, 3.03456226e+03, 2.79135303e+03, 2.58723755e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.59044397e+03, 2.54294202e+03, ], }), ("nof_tree_events", 445626), ("nof_db_events", 1000000), ("fsize_local", 5622913605), # 5.62GB, avg file size 2.81GB ("fsize_db", 78458590319), # 78.46GB, avg file size 2.53GB ("use_it", True), ("xsection", 0.008213), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTTT"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTTT_TuneCP5_PSweights_13TeV-amcatnlo-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTTT_PSweights"), ("nof_files", 9), ("nof_db_files", 71), ("nof_events", { 'Count' : [ 2074260, ], 'CountWeighted' : [ 7.75648488e+05, 7.75717207e+05, 7.75550152e+05, ], 'CountWeightedLHEWeightScale' : [ 1.00813260e+06, 9.54150172e+05, 9.06563664e+05, 8.34128561e+05, 7.75638750e+05, 7.25833744e+05, 6.82599561e+05, 6.27353467e+05, 5.81008627e+05, ], 'CountWeightedLHEEnvelope' : [ 1.03351345e+06, 5.70363059e+05, ], 'CountWeightedPSWeight' : [ 7.75714766e+05, 7.74287320e+05, 1.22015426e+06, 7.75687375e+05, 7.70136865e+05, 3.81229789e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.55820304e+04, 4.55481204e+04, 7.28858347e+04, 4.55687327e+04, 4.56247561e+04, 2.17854114e+04, ], 'CountWeightedFull' : [ 1.70157519e+04, 1.70166443e+04, 1.70132902e+04, ], 'CountWeightedFullLHEWeightScale' : [ 2.21151974e+04, 2.09310286e+04, 1.98871443e+04, 1.82980669e+04, 1.70156249e+04, 1.59224602e+04, 1.49740021e+04, 1.37620955e+04, 1.27454531e+04, ], 'CountWeightedFullLHEEnvelope' : [ 2.26720017e+04, 1.25119111e+04, ], 'CountWeightedFullPSWeight' : [ 1.70166479e+04, 1.69853124e+04, 2.67666882e+04, 1.70157045e+04, 1.68947580e+04, 8.36278549e+03, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 9.99904430e+02, 9.99137836e+02, 1.59881866e+03, 9.99596146e+02, 1.00082522e+03, 4.77888996e+02, ], 'CountWeightedL1PrefireNom' : [ 7.32108730e+05, 7.32149598e+05, 7.32060562e+05, ], 'CountWeightedL1Prefire' : [ 7.32108730e+05, 7.21907311e+05, 7.42176336e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 9.49983547e+05, 8.99810320e+05, 8.55566551e+05, 7.86681908e+05, 7.32100266e+05, 6.85590961e+05, 6.44133797e+05, 5.92483545e+05, 5.49122512e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.74059141e+05, 5.38958129e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 7.33256424e+05, 7.30081104e+05, 1.15172007e+06, 7.30769924e+05, 7.28124346e+05, 3.60109898e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.30883748e+04, 4.29544635e+04, 6.87918462e+04, 4.29281321e+04, 4.31210142e+04, 2.05790273e+04, ], 'CountWeightedFullL1PrefireNom' : [ 1.60604166e+04, 1.60609661e+04, 1.60591525e+04, ], 'CountWeightedFullL1Prefire' : [ 1.60604166e+04, 1.58366588e+04, 1.62812520e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.08396664e+04, 1.97390222e+04, 1.87684917e+04, 1.72573180e+04, 1.60602642e+04, 1.50397258e+04, 1.41302251e+04, 1.29972183e+04, 1.20460219e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.13678162e+04, 1.18230313e+04, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.60853717e+04, 1.60156243e+04, 2.52655621e+04, 1.60305189e+04, 1.59731887e+04, 7.89956180e+03, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.45210892e+02, 9.42253994e+02, 1.50902785e+03, 9.41679901e+02, 9.45911022e+02, 4.51429607e+02, ], }), ("nof_tree_events", 2074260), ("nof_db_events", 2273928), ("fsize_local", 26072506208), # 26.07GB, avg file size 2.90GB ("fsize_db", 177857452203), # 177.86GB, avg file size 2.51GB ("use_it", True), ("xsection", 0.008213), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTTT_PSweights"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTTW_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTTW"), ("nof_files", 1), ("nof_db_files", 5), ("nof_events", { 'Count' : [ 200000, ], 'CountWeighted' : [ 1.99687766e+05, 1.99723375e+05, 1.99725344e+05, ], 'CountWeightedLHEWeightScale' : [ 2.73947312e+05, 2.65500062e+05, 2.54616750e+05, 2.06119328e+05, 1.99685031e+05, 1.91484141e+05, 1.59136625e+05, 1.54153938e+05, 1.47778234e+05, ], 'CountWeightedLHEEnvelope' : [ 2.74621250e+05, 1.47727000e+05, ], 'CountWeightedPSWeight' : [ 1.99715500e+06, 1.99715500e+06, 1.99715500e+06, 1.99715500e+06, 1.99715500e+06, 1.99715500e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 2.00090500e+05, 2.00280547e+05, 3.05750719e+05, 1.99939891e+05, 1.98413844e+05, 1.07057188e+05, ], 'CountWeightedFull' : [ 1.99537359e+05, 1.99572438e+05, 1.99572453e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.73739625e+05, 2.65299250e+05, 2.54424406e+05, 2.05962906e+05, 1.99534734e+05, 1.91339500e+05, 1.59015594e+05, 1.54037125e+05, 1.47666547e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.74413219e+05, 1.47615312e+05, ], 'CountWeightedFullPSWeight' : [ 1.99563312e+06, 1.99563312e+06, 1.99563312e+06, 1.99563312e+06, 1.99563312e+06, 1.99563312e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.99940016e+05, 2.00127984e+05, 3.05519469e+05, 1.99787531e+05, 1.98265641e+05, 1.06976312e+05, ], 'CountWeightedL1PrefireNom' : [ 1.91446281e+05, 1.91453969e+05, 1.91472078e+05, ], 'CountWeightedL1Prefire' : [ 1.91446281e+05, 1.89441953e+05, 1.93404641e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.62375438e+05, 2.54523547e+05, 2.44284875e+05, 1.97415656e+05, 1.91443859e+05, 1.83716453e+05, 1.52418562e+05, 1.47784547e+05, 1.41785609e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.63038094e+05, 1.41735266e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.91458675e+06, 1.91458675e+06, 1.91458675e+06, 1.91458675e+06, 1.91458675e+06, 1.91458675e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.91958312e+05, 1.91808828e+05, 2.93018438e+05, 1.91363734e+05, 1.90365766e+05, 1.02644969e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.91302141e+05, 1.91309406e+05, 1.91326609e+05, ], 'CountWeightedFullL1Prefire' : [ 1.91302141e+05, 1.89299344e+05, 1.93258891e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.62176875e+05, 2.54331625e+05, 2.44100906e+05, 1.97266203e+05, 1.91299719e+05, 1.83577891e+05, 1.52302984e+05, 1.47672719e+05, 1.41678688e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.62839281e+05, 1.41628391e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.91313625e+06, 1.91313625e+06, 1.91313625e+06, 1.91313625e+06, 1.91313625e+06, 1.91313625e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.91814234e+05, 1.91662938e+05, 2.92797250e+05, 1.91217969e+05, 1.90223953e+05, 1.02567641e+05, ], }), ("nof_tree_events", 200000), ("nof_db_events", 200000), ("fsize_local", 2205499085), # 2.21GB, avg file size 2.21GB ("fsize_db", 14414668661), # 14.41GB, avg file size 2.88GB ("use_it", True), ("xsection", 0.000732), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTTW"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTTJ_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTTJ"), ("nof_files", 1), ("nof_db_files", 5), ("nof_events", { 'Count' : [ 200000, ], 'CountWeighted' : [ 1.98534125e+05, 1.98551578e+05, 1.98504203e+05, ], 'CountWeightedLHEWeightScale' : [ 2.44104781e+05, 2.39381578e+05, 2.33286016e+05, 2.02500609e+05, 1.98532047e+05, 1.93447609e+05, 1.70860484e+05, 1.67485578e+05, 1.63167250e+05, ], 'CountWeightedLHEEnvelope' : [ 2.46754312e+05, 1.62245016e+05, ], 'CountWeightedPSWeight' : [ 1.98558875e+06, 1.98558875e+06, 1.98558875e+06, 1.98558875e+06, 1.98558875e+06, 1.98558875e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.99966594e+05, 1.99848062e+05, 3.01211875e+05, 1.99996734e+05, 1.99516672e+05, 1.09919383e+05, ], 'CountWeightedFull' : [ 1.98382297e+05, 1.98401625e+05, 1.98354578e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.43921469e+05, 2.39199234e+05, 2.33106656e+05, 2.02348516e+05, 1.98380266e+05, 1.93299031e+05, 1.70732344e+05, 1.67358188e+05, 1.63041562e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.46568641e+05, 1.62120172e+05, ], 'CountWeightedFullPSWeight' : [ 1.98405200e+06, 1.98405200e+06, 1.98405200e+06, 1.98405200e+06, 1.98405200e+06, 1.98405200e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.99799391e+05, 1.99669453e+05, 3.00942219e+05, 1.99829094e+05, 1.99334594e+05, 1.09826117e+05, ], 'CountWeightedL1PrefireNom' : [ 1.87336469e+05, 1.87340266e+05, 1.87338391e+05, ], 'CountWeightedL1Prefire' : [ 1.87336469e+05, 1.84728812e+05, 1.89914688e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.30197344e+05, 2.25906359e+05, 2.20302516e+05, 1.90941562e+05, 1.87334203e+05, 1.82657719e+05, 1.61093016e+05, 1.58022312e+05, 1.54051047e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.32758422e+05, 1.53153500e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.87347700e+06, 1.87347700e+06, 1.87347700e+06, 1.87347700e+06, 1.87347700e+06, 1.87347700e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.88558047e+05, 1.88233375e+05, 2.83842906e+05, 1.88403875e+05, 1.88218094e+05, 1.03677953e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.87190297e+05, 1.87195234e+05, 1.87192750e+05, ], 'CountWeightedFullL1Prefire' : [ 1.87190297e+05, 1.84584219e+05, 1.89766984e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.30019359e+05, 2.25730125e+05, 2.20129688e+05, 1.90793938e+05, 1.87188062e+05, 1.82514656e+05, 1.60968516e+05, 1.57899031e+05, 1.53929953e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.32578375e+05, 1.53033266e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.87200700e+06, 1.87200700e+06, 1.87200700e+06, 1.87200700e+06, 1.87200700e+06, 1.87200700e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.88401094e+05, 1.88069203e+05, 2.83595156e+05, 1.88246594e+05, 1.88051188e+05, 1.03590148e+05, ], }), ("nof_tree_events", 200000), ("nof_db_events", 200000), ("fsize_local", 2064418694), # 2.06GB, avg file size 2.06GB ("fsize_db", 13736818051), # 13.74GB, avg file size 2.75GB ("use_it", True), ("xsection", 0.000397), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTTJ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTWZ_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTWZ"), ("nof_files", 1), ("nof_db_files", 5), ("nof_events", { 'Count' : [ 200000, ], 'CountWeighted' : [ 1.98751109e+05, 1.98771469e+05, 1.98800094e+05, ], 'CountWeightedLHEWeightScale' : [ 2.52012641e+05, 2.38259750e+05, 2.25749688e+05, 2.10263281e+05, 1.98749562e+05, 1.88308469e+05, 1.78208297e+05, 1.68443672e+05, 1.59571625e+05, ], 'CountWeightedLHEEnvelope' : [ 2.52060703e+05, 1.59562188e+05, ], 'CountWeightedPSWeight' : [ 1.98785962e+06, 1.98785962e+06, 1.98785962e+06, 1.98785962e+06, 1.98785962e+06, 1.98785962e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.99980891e+05, 2.00499797e+05, 2.92947062e+05, 2.00000781e+05, 1.98283516e+05, 1.14982609e+05, ], 'CountWeightedFull' : [ 1.98621266e+05, 1.98637703e+05, 1.98664750e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.51848859e+05, 2.38103062e+05, 2.25600312e+05, 2.10126250e+05, 1.98619766e+05, 1.88183125e+05, 1.78092047e+05, 1.68332969e+05, 1.59465375e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.51895219e+05, 1.59457328e+05, ], 'CountWeightedFullPSWeight' : [ 1.98651850e+06, 1.98651850e+06, 1.98651850e+06, 1.98651850e+06, 1.98651850e+06, 1.98651850e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.99840047e+05, 2.00346594e+05, 2.92727000e+05, 1.99859391e+05, 1.98134969e+05, 1.14901688e+05, ], 'CountWeightedL1PrefireNom' : [ 1.89939672e+05, 1.89928062e+05, 1.89991578e+05, ], 'CountWeightedL1Prefire' : [ 1.89939672e+05, 1.87841719e+05, 1.92004797e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.40657953e+05, 2.27693141e+05, 2.15880531e+05, 2.00787609e+05, 1.89937484e+05, 1.80075328e+05, 1.70178125e+05, 1.60970359e+05, 1.52592531e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.40706250e+05, 1.52582703e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.89957600e+06, 1.89957600e+06, 1.89957600e+06, 1.89957600e+06, 1.89957600e+06, 1.89957600e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.90969078e+05, 1.91357000e+05, 2.79644312e+05, 1.90871656e+05, 1.89342359e+05, 1.09784172e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.89814219e+05, 1.89800703e+05, 1.89863391e+05, ], 'CountWeightedFullL1Prefire' : [ 1.89814219e+05, 1.87717109e+05, 1.91878125e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.40499312e+05, 2.27542594e+05, 2.15736703e+05, 2.00655328e+05, 1.89812000e+05, 1.79954406e+05, 1.70065281e+05, 1.60863375e+05, 1.52490266e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.40546422e+05, 1.52481547e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.89829938e+06, 1.89829938e+06, 1.89829938e+06, 1.89829938e+06, 1.89829938e+06, 1.89829938e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.90835266e+05, 1.91213625e+05, 2.79438125e+05, 1.90737797e+05, 1.89202844e+05, 1.09707102e+05, ], }), ("nof_tree_events", 200000), ("nof_db_events", 200000), ("fsize_local", 1914427366), # 1.91GB, avg file size 1.91GB ("fsize_db", 13154770289), # 13.15GB, avg file size 2.63GB ("use_it", True), ("xsection", 0.003884), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWZ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTZZ_TuneCP5_13TeV-madgraph-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "Rares"), ("process_name_specific", "TTZZ"), ("nof_files", 1), ("nof_db_files", 5), ("nof_events", { 'Count' : [ 200000, ], 'CountWeighted' : [ 1.99408516e+05, 1.99332578e+05, 1.99365500e+05, ], 'CountWeightedLHEWeightScale' : [ 2.58628469e+05, 2.39087625e+05, 2.22204828e+05, 2.15692547e+05, 1.99408219e+05, 1.85302000e+05, 1.82745016e+05, 1.68919828e+05, 1.56981609e+05, ], 'CountWeightedLHEEnvelope' : [ 2.58773875e+05, 1.56909078e+05, ], 'CountWeightedPSWeight' : [ 1.99363150e+06, 1.99363150e+06, 1.99363150e+06, 1.99363150e+06, 1.99363150e+06, 1.99363150e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 2.00049344e+05, 2.00150812e+05, 2.96797438e+05, 1.99936203e+05, 1.98956969e+05, 1.12651914e+05, ], 'CountWeightedFull' : [ 1.99324234e+05, 1.99251578e+05, 1.99284047e+05, ], 'CountWeightedFullLHEWeightScale' : [ 2.58520156e+05, 2.38987078e+05, 2.22110641e+05, 2.15601797e+05, 1.99323922e+05, 1.85223531e+05, 1.82668453e+05, 1.68848609e+05, 1.56915188e+05, ], 'CountWeightedFullLHEEnvelope' : [ 2.58665469e+05, 1.56842703e+05, ], 'CountWeightedFullPSWeight' : [ 1.99279462e+06, 1.99279462e+06, 1.99279462e+06, 1.99279462e+06, 1.99279462e+06, 1.99279462e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.99959516e+05, 2.00055719e+05, 2.96657281e+05, 1.99844844e+05, 1.98862922e+05, 1.12601289e+05, ], 'CountWeightedL1PrefireNom' : [ 1.92090094e+05, 1.92022312e+05, 1.92088391e+05, ], 'CountWeightedL1Prefire' : [ 1.92090094e+05, 1.90318484e+05, 1.93817953e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.48951875e+05, 2.30323609e+05, 2.14211734e+05, 2.07621359e+05, 1.92088719e+05, 1.78633984e+05, 1.75907312e+05, 1.62727266e+05, 1.51332641e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.49095750e+05, 1.51260375e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.92063675e+06, 1.92063675e+06, 1.92063675e+06, 1.92063675e+06, 1.92063675e+06, 1.92063675e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.92722938e+05, 1.92591734e+05, 2.85735750e+05, 1.92340562e+05, 1.91715859e+05, 1.08508570e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.92006562e+05, 1.91940391e+05, 1.92006156e+05, ], 'CountWeightedFullL1Prefire' : [ 1.92006562e+05, 1.90235203e+05, 1.93734062e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.48844078e+05, 2.30223422e+05, 2.14117672e+05, 2.07531109e+05, 1.92005188e+05, 1.78556078e+05, 1.75830984e+05, 1.62656375e+05, 1.51266500e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.48987875e+05, 1.51194266e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.91980188e+06, 1.91980188e+06, 1.91980188e+06, 1.91980188e+06, 1.91980188e+06, 1.91980188e+06, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.92637062e+05, 1.92503438e+05, 2.85605125e+05, 1.92253469e+05, 1.91628719e+05, 1.08460039e+05, ], }), ("nof_tree_events", 200000), ("nof_db_events", 200000), ("fsize_local", 1945328132), # 1.95GB, avg file size 1.95GB ("fsize_db", 13301434140), # 13.30GB, avg file size 2.66GB ("use_it", True), ("xsection", 0.001982), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTZZ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/VHToNonbb_M125_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "VHToNonbb_M125"), ("nof_files", 2), ("nof_db_files", 35), ("nof_events", { 'Count' : [ 918508, ], 'CountWeighted' : [ 4.50944922e+05, 4.51181891e+05, 4.50788219e+05, ], 'CountWeightedLHEWeightScale' : [ 4.63921922e+05, 4.69820094e+05, 4.77300750e+05, 4.45592406e+05, 4.50942688e+05, 4.56672219e+05, 4.26531000e+05, 4.31592938e+05, 4.36401859e+05, ], 'CountWeightedLHEEnvelope' : [ 5.16497125e+05, 3.89628266e+05, ], 'CountWeightedFull' : [ 5.36424350e+06, 5.36694150e+06, 5.36238375e+06, ], 'CountWeightedFullLHEWeightScale' : [ 5.51895600e+06, 5.58914750e+06, 5.67808650e+06, 5.30089375e+06, 5.36415975e+06, 5.43269525e+06, 5.07413000e+06, 5.13428625e+06, 5.19156125e+06, ], 'CountWeightedFullLHEEnvelope' : [ 6.14439375e+06, 4.63514225e+06, ], 'CountWeightedL1PrefireNom' : [ 4.39429859e+05, 4.39617703e+05, 4.39302453e+05, ], 'CountWeightedL1Prefire' : [ 4.39429859e+05, 4.36507000e+05, 4.42246625e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 4.51915672e+05, 4.57674016e+05, 4.64968859e+05, 4.34157219e+05, 4.39426375e+05, 4.45057203e+05, 4.15673500e+05, 4.20687953e+05, 4.25445000e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.03045578e+05, 3.79894078e+05, ], 'CountWeightedFullL1PrefireNom' : [ 5.22741700e+06, 5.22953100e+06, 5.22585750e+06, ], 'CountWeightedFullL1Prefire' : [ 5.22741700e+06, 5.19266500e+06, 5.26094300e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 5.37611450e+06, 5.44464875e+06, 5.53141950e+06, 5.16486275e+06, 5.22733700e+06, 5.29452300e+06, 4.94497175e+06, 5.00457825e+06, 5.06120425e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 5.98439175e+06, 4.51933075e+06, ], }), ("nof_tree_events", 918508), ("nof_db_events", 918508), ("fsize_local", 4968532904), # 4.97GB, avg file size 2.48GB ("fsize_db", 44015654097), # 44.02GB, avg file size 1.26GB ("use_it", True), ("xsection", 0.9425), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/VHToNonbb_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZH_HToBB_ZToLL_M125_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "ZH_HToBB_ZToLL"), ("nof_files", 10), ("nof_db_files", 75), ("nof_events", { 'Count' : [ 4816186, ], 'CountWeighted' : [ 4.53287512e+06, 4.53352366e+06, 4.53323375e+06, ], 'CountWeightedLHEWeightScale' : [ 4.55217153e+06, 4.65361459e+06, 4.63155959e+06, 4.28883962e+06, 4.53287512e+06, 4.65484572e+06, 4.08343725e+06, 4.38103519e+06, 4.55117516e+06, ], 'CountWeightedLHEEnvelope' : [ 5.40155388e+06, 3.64799092e+06, ], 'CountWeightedFull' : [ 3.82008877e+05, 3.82005699e+05, 3.81959682e+05, ], 'CountWeightedFullLHEWeightScale' : [ 3.83651195e+05, 3.92201217e+05, 3.90341928e+05, 3.61458463e+05, 3.82008877e+05, 3.92306959e+05, 3.44148400e+05, 3.69228934e+05, 3.83567727e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.55237814e+05, 3.07450328e+05, ], 'CountWeightedL1PrefireNom' : [ 4.34984797e+06, 4.34996078e+06, 4.35020891e+06, ], 'CountWeightedL1Prefire' : [ 4.34984797e+06, 4.30664003e+06, 4.39270047e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 4.36499138e+06, 4.46259100e+06, 4.43987938e+06, 4.11315853e+06, 4.34984797e+06, 4.46807475e+06, 3.91643075e+06, 4.20505191e+06, 4.37053616e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.18043062e+06, 3.50085906e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.66588002e+05, 3.66571986e+05, 3.66577475e+05, ], 'CountWeightedFullL1Prefire' : [ 3.66588002e+05, 3.62946043e+05, 3.70199887e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.67876449e+05, 3.76101416e+05, 3.74187660e+05, 3.46652650e+05, 3.66588002e+05, 3.76564701e+05, 3.30073184e+05, 3.54397523e+05, 3.68343482e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.36601498e+05, 2.95049910e+05, ], }), ("nof_tree_events", 4816186), ("nof_db_events", 4816186), ("fsize_local", 26706822571), # 26.71GB, avg file size 2.67GB ("fsize_db", 243231917749), # 243.23GB, avg file size 3.24GB ("use_it", True), ("xsection", 0.05198), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZH_HToBB_ZToLL"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZHToTauTau_M125_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "ZHToTauTau"), ("nof_files", 10), ("nof_db_files", 75), ("nof_events", { 'Count' : [ 4940230, ], 'CountWeighted' : [ 4.65279909e+06, 4.65228325e+06, 4.65275794e+06, ], 'CountWeightedLHEWeightScale' : [ 4.67483550e+06, 4.77945112e+06, 4.75698650e+06, 4.40209403e+06, 4.65279909e+06, 4.77650884e+06, 4.19039616e+06, 4.49548825e+06, 4.66902875e+06, ], 'CountWeightedLHEEnvelope' : [ 5.54224125e+06, 3.74719531e+06, ], 'CountWeightedFull' : [ 3.90132559e+06, 3.90065747e+06, 3.90023619e+06, ], 'CountWeightedFullLHEWeightScale' : [ 3.91951538e+06, 4.00722766e+06, 3.98838912e+06, 3.69083988e+06, 3.90132559e+06, 4.00475772e+06, 3.51334653e+06, 3.76914991e+06, 3.91464525e+06, ], 'CountWeightedFullLHEEnvelope' : [ 4.64678584e+06, 3.14175550e+06, ], 'CountWeightedL1PrefireNom' : [ 4.51829325e+06, 4.51769962e+06, 4.51848397e+06, ], 'CountWeightedL1Prefire' : [ 4.51829325e+06, 4.48504697e+06, 4.55073972e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 4.53689453e+06, 4.63890359e+06, 4.61597284e+06, 4.27280747e+06, 4.51829325e+06, 4.63977997e+06, 4.06759603e+06, 4.36661803e+06, 4.53708769e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 5.38026712e+06, 3.63889284e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.78850669e+06, 3.78778262e+06, 3.78798397e+06, ], 'CountWeightedFullL1Prefire' : [ 3.78850669e+06, 3.76061816e+06, 3.81571544e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.80386556e+06, 3.88938981e+06, 3.87016047e+06, 3.58244019e+06, 3.78850669e+06, 3.89012056e+06, 3.41039106e+06, 3.66110125e+06, 3.80402559e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.51097688e+06, 3.05094944e+06, ], }), ("nof_tree_events", 4940230), ("nof_db_events", 4940230), ("fsize_local", 24934454524), # 24.93GB, avg file size 2.49GB ("fsize_db", 231991011973), # 231.99GB, avg file size 3.09GB ("use_it", True), ("xsection", 0.05544), ("genWeight", True), ("triggers", ['1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZHToTauTau"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/HZJ_HToWW_M125_13TeV_powheg_jhugen714_pythia8_TuneCP5/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v4/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "HZJ_HToWW"), ("nof_files", 1), ("nof_db_files", 29), ("nof_events", { 'Count' : [ 391095, ], 'CountWeighted' : [ 3.68099000e+05, 3.68074531e+05, 3.68009312e+05, ], 'CountWeightedLHEWeightScale' : [ 3.69232562e+05, 3.77505344e+05, 3.75483938e+05, 3.48098375e+05, 3.68099000e+05, 3.77783062e+05, 3.31490938e+05, 3.55779750e+05, 3.69475625e+05, ], 'CountWeightedLHEEnvelope' : [ 4.37967531e+05, 2.96298625e+05, ], 'CountWeightedFull' : [ 3.08554688e+05, 3.08589312e+05, 3.08559781e+05, ], 'CountWeightedFullLHEWeightScale' : [ 3.09575125e+05, 3.16510219e+05, 3.14819031e+05, 2.91854938e+05, 3.08554688e+05, 3.16745344e+05, 2.77930250e+05, 2.98298062e+05, 3.09778312e+05, ], 'CountWeightedFullLHEEnvelope' : [ 3.67203844e+05, 2.48426078e+05, ], 'CountWeightedL1PrefireNom' : [ 3.59179688e+05, 3.59171875e+05, 3.59127562e+05, ], 'CountWeightedL1Prefire' : [ 3.59179688e+05, 3.56890000e+05, 3.61369062e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.60085125e+05, 3.68173812e+05, 3.66124156e+05, 3.39513219e+05, 3.59179688e+05, 3.68752125e+05, 3.23329688e+05, 3.47247812e+05, 3.60771312e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.27254594e+05, 2.89099719e+05, ], 'CountWeightedFullL1PrefireNom' : [ 3.01103312e+05, 3.01135375e+05, 3.01113406e+05, ], 'CountWeightedFullL1Prefire' : [ 3.01103312e+05, 2.99191750e+05, 3.02944188e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.01905469e+05, 3.08685906e+05, 3.06971500e+05, 2.84656906e+05, 3.01103312e+05, 3.09172844e+05, 2.71087188e+05, 2.91142062e+05, 3.02479438e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.58222938e+05, 2.42389000e+05, ], }), ("nof_tree_events", 391095), ("nof_db_events", 391095), ("fsize_local", 2151990009), # 2.15GB, avg file size 2.15GB ("fsize_db", 18356331450), # 18.36GB, avg file size 632.98MB ("use_it", False), ("xsection", 0.1889), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/HZJ_HToWW"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WminusH_HToBB_WToLNu_M125_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "WminusH_HToBB_WToLNu"), ("nof_files", 5), ("nof_db_files", 40), ("nof_events", { 'Count' : [ 2382500, ], 'CountWeighted' : [ 2.25698325e+06, 2.25627128e+06, 2.25652134e+06, ], 'CountWeightedLHEWeightScale' : [ 2.27740959e+06, 2.32988781e+06, 2.31580897e+06, 2.12880966e+06, 2.25695462e+06, 2.31992288e+06, 2.02029212e+06, 2.17597397e+06, 2.26518334e+06, ], 'CountWeightedLHEEnvelope' : [ 2.70818688e+06, 1.80617225e+06, ], 'CountWeightedFull' : [ 4.19560836e+05, 4.19597844e+05, 4.19491164e+05, ], 'CountWeightedFullLHEWeightScale' : [ 4.23425125e+05, 4.33182977e+05, 4.30565219e+05, 3.95797051e+05, 4.19546242e+05, 4.31331719e+05, 3.75621156e+05, 4.04566133e+05, 4.21153195e+05, ], 'CountWeightedFullLHEEnvelope' : [ 5.03518719e+05, 3.35810672e+05, ], 'CountWeightedL1PrefireNom' : [ 2.19870975e+06, 2.19811288e+06, 2.19858450e+06, ], 'CountWeightedL1Prefire' : [ 2.19870975e+06, 2.18423656e+06, 2.21281341e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.21738097e+06, 2.26879097e+06, 2.25465928e+06, 2.07294706e+06, 2.19866822e+06, 2.26077666e+06, 1.96735731e+06, 2.12029778e+06, 2.20814131e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.63774344e+06, 1.75939262e+06, ], 'CountWeightedFullL1PrefireNom' : [ 4.08756109e+05, 4.08749422e+05, 4.08731688e+05, ], 'CountWeightedFullL1Prefire' : [ 4.08756109e+05, 4.06063586e+05, 4.11371328e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.12265266e+05, 4.21823320e+05, 4.19195375e+05, 3.85410887e+05, 4.08742914e+05, 4.20334977e+05, 3.65779344e+05, 3.94213984e+05, 4.10547359e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.90421422e+05, 3.27113121e+05, ], }), ("nof_tree_events", 2382500), ("nof_db_events", 2382500), ("fsize_local", 11359350023), # 11.36GB, avg file size 2.27GB ("fsize_db", 111033138742), # 111.03GB, avg file size 2.78GB ("use_it", False), ("xsection", 0.1012), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WminusH_HToBB_WToLNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WplusH_HToBB_WToLNu_M125_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "WplusH_HToBB_WToLNu"), ("nof_files", 5), ("nof_db_files", 74), ("nof_events", { 'Count' : [ 2481200, ], 'CountWeighted' : [ 2.34334350e+06, 2.34329103e+06, 2.34342222e+06, ], 'CountWeightedLHEWeightScale' : [ 2.36236950e+06, 2.42073434e+06, 2.40940622e+06, 2.21249450e+06, 2.34334350e+06, 2.40798950e+06, 2.10171969e+06, 2.25995141e+06, 2.35016884e+06, ], 'CountWeightedLHEEnvelope' : [ 2.81108281e+06, 1.87899103e+06, ], 'CountWeightedFull' : [ 7.00044703e+05, 6.99890375e+05, 6.99997891e+05, ], 'CountWeightedFullLHEWeightScale' : [ 7.05660656e+05, 7.23094875e+05, 7.19712297e+05, 6.60893641e+05, 7.00044703e+05, 7.19296625e+05, 6.27801203e+05, 6.75067695e+05, 7.02017750e+05, ], 'CountWeightedFullLHEEnvelope' : [ 8.39698766e+05, 5.61269430e+05, ], 'CountWeightedL1PrefireNom' : [ 2.27208078e+06, 2.27196881e+06, 2.27220703e+06, ], 'CountWeightedL1Prefire' : [ 2.27208078e+06, 2.25464512e+06, 2.28909541e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.28929034e+06, 2.34596362e+06, 2.33432269e+06, 2.14410144e+06, 2.27208078e+06, 2.33532762e+06, 2.03674034e+06, 2.19156403e+06, 2.28004375e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.72478475e+06, 1.82164191e+06, ], 'CountWeightedFullL1PrefireNom' : [ 6.78726375e+05, 6.78615578e+05, 6.78730062e+05, ], 'CountWeightedFullL1Prefire' : [ 6.78726375e+05, 6.73521625e+05, 6.83811797e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 6.83832797e+05, 7.00761812e+05, 6.97283328e+05, 6.40462969e+05, 6.78726375e+05, 6.97589359e+05, 6.08391328e+05, 6.54639742e+05, 6.81068859e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 8.13922594e+05, 5.44138133e+05, ], }), ("nof_tree_events", 2481200), ("nof_db_events", 2481200), ("fsize_local", 11996985803), # 12.00GB, avg file size 2.40GB ("fsize_db", 119124102255), # 119.12GB, avg file size 1.61GB ("use_it", False), ("xsection", 0.1595), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WplusH_HToBB_WToLNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_0J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYToLL_0J"), ("nof_files", 178), ("nof_db_files", 1214), ("nof_events", { 'Count' : [ 88230653, ], 'CountWeighted' : [ 7.09049017e+07, 7.09043649e+07, 7.08988543e+07, ], 'CountWeightedLHEWeightScale' : [ 6.85916665e+07, 7.10217240e+07, 7.22918420e+07, 6.79574835e+07, 7.09049017e+07, 7.29761354e+07, 6.74415780e+07, 7.11203156e+07, 7.35560911e+07, ], 'CountWeightedLHEEnvelope' : [ 8.06534242e+07, 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8.46098995e+06, 9.36581172e+06, 1.01665920e+07, 7.66553228e+06, 8.50537798e+06, 9.20954852e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet1' : [ 1.05350340e+07, 8.35811267e+06, ], 'CountWeightedFullL1PrefireNom_LHENjet1' : [ 7.06142819e+10, 7.06163783e+10, 7.06114443e+10, ], 'CountWeightedFullL1Prefire_LHENjet1' : [ 7.06142819e+10, 7.03283104e+10, 7.08904091e+10, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet1' : [ 7.12296174e+10, 7.90464036e+10, 8.56007698e+10, 6.37913195e+10, 7.06142819e+10, 7.66506474e+10, 5.77939991e+10, 6.41259415e+10, 6.94350497e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet1' : [ 7.94286301e+10, 6.30156673e+10, ], }), ("nof_tree_events", 88230653), ("nof_db_events", 88324470), ("fsize_local", 264555152618), # 264.56GB, avg file size 1.49GB ("fsize_db", 3650415551882), # 3.65TB, avg file size 3.01GB ("use_it", False), ("xsection", 4843.6), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYToLL_0J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_1J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYToLL_1J"), ("nof_files", 193), ("nof_db_files", 1494), ("nof_events", { 'Count' : [ 95629091, ], 'CountWeighted' : [ 4.28747490e+07, 4.28717370e+07, 4.28752309e+07, ], 'CountWeightedLHEWeightScale' : [ 4.46655841e+07, 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4.45817207e+11, 4.61888273e+11, 3.99500940e+11, 4.18999189e+11, 4.35301598e+11, ], 'CountWeightedFullLHEEnvelope_LHENjet1' : [ 5.38340483e+11, 3.62529035e+11, ], 'CountWeightedL1PrefireNom_LHENjet1' : [ 4.17121103e+07, 4.17081449e+07, 4.17143777e+07, ], 'CountWeightedL1Prefire_LHENjet1' : [ 4.17121103e+07, 4.14245921e+07, 4.19938692e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet1' : [ 4.29815194e+07, 4.43905645e+07, 4.58096916e+07, 4.00330573e+07, 4.17121103e+07, 4.32171870e+07, 3.73713554e+07, 3.92021553e+07, 4.07322248e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet1' : [ 5.03651400e+07, 3.39168320e+07, ], 'CountWeightedFullL1PrefireNom_LHENjet1' : [ 4.33717075e+11, 4.33692344e+11, 4.33779333e+11, ], 'CountWeightedFullL1Prefire_LHENjet1' : [ 4.33717075e+11, 4.30726262e+11, 4.36644617e+11, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet1' : [ 4.46930500e+11, 4.61582213e+11, 4.76338304e+11, 4.16271340e+11, 4.33717075e+11, 4.49380822e+11, 3.88594556e+11, 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'CountWeightedL1Prefire_LHENjet2' : [ 2.27431960e+04, 2.70921986e+04, 1.79871502e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet2' : [ 4.98573240e+05, 2.18041282e+05, -5.64156731e+04, 2.42434675e+05, 2.27431960e+04, -1.90911667e+05, 1.12142047e+05, -6.52539323e+04, -2.36362962e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet2' : [ 3.03450699e+05, -1.10776976e+05, ], 'CountWeightedFullL1PrefireNom_LHENjet2' : [ 2.36488382e+08, 2.39282165e+08, 2.30923950e+08, ], 'CountWeightedFullL1Prefire_LHENjet2' : [ 2.36488382e+08, 2.81710369e+08, 1.87034215e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet2' : [ 5.18426335e+09, 2.26723612e+09, -5.86621689e+08, 2.52088310e+09, 2.36488382e+08, -1.98513702e+09, 1.16607507e+09, -6.78523272e+08, -2.45774852e+09, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet2' : [ 3.15534026e+09, -1.15188036e+09, ], }), ("nof_tree_events", 95629091), ("nof_db_events", 95629091), ("fsize_local", 382654082988), # 382.65GB, avg file size 1.98GB ("fsize_db", 4307552110393), # 4.31TB, avg file size 2.88GB ("use_it", False), ("xsection", 897.8), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYToLL_1J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_2J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYToLL_2J"), 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1.54962828e+07, 1.56693773e+07, 1.58611145e+07, 1.39910328e+07, 1.41694625e+07, 1.43203825e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.95916955e+07, 1.21692295e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.36008494e+11, 1.36012321e+11, 1.36012355e+11, ], 'CountWeightedFullL1Prefire' : [ 1.36008494e+11, 1.34606937e+11, 1.37389716e+11, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.46120411e+11, 1.47294796e+11, 1.49521754e+11, 1.34506208e+11, 1.36008494e+11, 1.37672890e+11, 1.21440827e+11, 1.22989518e+11, 1.24299485e+11, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.70053990e+11, 1.05627669e+11, ], 'Count_LHENjet2' : [ 34734083, ], 'CountWeighted_LHENjet2' : [ 1.88270336e+07, 1.88288749e+07, 1.88263695e+07, ], 'CountWeightedLHEWeightScale_LHENjet2' : [ 2.09124517e+07, 2.11612481e+07, 2.14868476e+07, 1.85790060e+07, 1.88270336e+07, 1.90623886e+07, 1.63935855e+07, 1.66248707e+07, 1.68034316e+07, ], 'CountWeightedLHEEnvelope_LHENjet2' : [ 2.39132316e+07, 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1.55207451e+11, 1.58363688e+11, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet2' : [ 1.74170678e+11, 1.76296317e+11, 1.79050525e+11, 1.54655216e+11, 1.56797442e+11, 1.58804339e+11, 1.36406627e+11, 1.38406356e+11, 1.39952053e+11, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet2' : [ 1.99204431e+11, 1.20907300e+11, ], 'Count_LHENjet3' : [ 19658683, ], 'CountWeighted_LHENjet3' : [ -2.48393560e+06, -2.48386529e+06, -2.48401945e+06, ], 'CountWeightedLHEWeightScale_LHENjet3' : [ -3.35212261e+06, -3.46384751e+06, -3.52519699e+06, -2.40898922e+06, -2.48393560e+06, -2.52378354e+06, -1.78990733e+06, -1.84276410e+06, -1.87003052e+06, ], 'CountWeightedLHEEnvelope_LHENjet3' : [ -3.48217098e+06, -1.82599934e+06, ], 'CountWeightedFull_LHENjet3' : [ -2.15603344e+10, -2.15594780e+10, -2.15611529e+10, ], 'CountWeightedFullLHEWeightScale_LHENjet3' : [ -2.90960914e+10, -3.00658582e+10, -3.05983698e+10, -2.09097919e+10, -2.15603344e+10, -2.19061989e+10, -1.55362195e+10, -1.59950144e+10, -1.62316826e+10, ], 'CountWeightedFullLHEEnvelope_LHENjet3' : [ -3.02249035e+10, -1.58494971e+10, ], 'CountWeightedL1PrefireNom_LHENjet3' : [ -2.39494071e+06, -2.39488630e+06, -2.39499631e+06, ], 'CountWeightedL1Prefire_LHENjet3' : [ -2.39494071e+06, -2.37329516e+06, -2.41622427e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet3' : [ -3.23163847e+06, -3.34121894e+06, -3.40197272e+06, -2.32134381e+06, -2.39494071e+06, -2.43452601e+06, -1.72419234e+06, -1.77615262e+06, -1.80331040e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet3' : [ -3.35838221e+06, -1.76034555e+06, ], 'CountWeightedFullL1PrefireNom_LHENjet3' : [ -2.07878630e+10, -2.07872395e+10, -2.07884268e+10, ], 'CountWeightedFullL1Prefire_LHENjet3' : [ -2.07878630e+10, -2.05999820e+10, -2.09726088e+10, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet3' : [ -2.80503092e+10, -2.90014524e+10, -2.95288005e+10, -2.01490406e+10, -2.07878630e+10, -2.11314447e+10, -1.49658238e+10, -1.54168332e+10, -1.56525547e+10, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet3' : [ -2.91504309e+10, -1.52796262e+10, ], }), ("nof_tree_events", 54392766), ("nof_db_events", 54592285), ("fsize_local", 289663669962), # 289.66GB, avg file size 2.63GB ("fsize_db", 2476615739180), # 2.48TB, avg file size 2.85GB ("use_it", False), ("xsection", 335.8), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYToLL_2J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-10to50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M-10to50"), ("nof_files", 80), ("nof_db_files", 477), ("nof_events", { 'Count' : [ 39521230, ], 'CountWeighted' : [ 3.94851556e+07, 3.94933008e+07, 3.94858749e+07, ], 'CountWeightedLHEWeightScale' : [ 2.65918969e+07, 3.96644111e+07, 5.46321084e+07, 2.64362956e+07, 3.94851556e+07, 5.44331126e+07, 2.63194009e+07, 3.93506990e+07, 5.42835007e+07, ], 'CountWeightedLHEEnvelope' : [ 5.45229131e+07, 2.63867885e+07, ], 'CountWeightedFull' : [ 3.94851556e+07, 3.94933008e+07, 3.94858749e+07, ], 'CountWeightedFullLHEWeightScale' : [ 2.65918969e+07, 3.96644111e+07, 5.46321084e+07, 2.64362956e+07, 3.94851556e+07, 5.44331126e+07, 2.63194009e+07, 3.93506990e+07, 5.42835007e+07, ], 'CountWeightedFullLHEEnvelope' : [ 5.45229131e+07, 2.63867885e+07, ], 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: [ 1.00167731e+05, 9.99205717e+04, 9.85058002e+04, 8.53187615e+04, 8.51170953e+04, 8.39151662e+04, 7.46521729e+04, 7.44882149e+04, 7.34431715e+04, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 1.04379152e+05, 7.07319660e+04, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 8.51170953e+04, 8.51281215e+04, 8.51452021e+04, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 8.51170953e+04, 8.44566712e+04, 8.57553329e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.00167731e+05, 9.99205717e+04, 9.85058002e+04, 8.53187615e+04, 8.51170953e+04, 8.39151662e+04, 7.46521729e+04, 7.44882149e+04, 7.34431715e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 1.04379152e+05, 7.07319660e+04, ], }), ("nof_tree_events", 39536839), ("nof_db_events", 39536839), ("fsize_local", 77721232847), # 77.72GB, avg file size 971.52MB ("fsize_db", 1424731750804), # 1.42TB, avg file size 2.97GB ("use_it", True), ("xsection", 18610.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M-10to50_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017RECOSIMstep_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M-50"), ("nof_files", 98), ("nof_db_files", 553), ("nof_events", { 'Count' : [ 48675378, ], 'CountWeighted' : [ 4.86332524e+07, 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'CountWeightedL1Prefire_LHENjet4_LHEHT400to600' : [ 4.21294685e+04, 4.12044726e+04, 4.30660542e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT400to600' : [ 5.02010846e+04, 4.62372896e+04, 4.27307987e+04, 4.57538171e+04, 4.21294685e+04, 3.89252876e+04, 4.22231691e+04, 3.88694872e+04, 3.59048999e+04, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT400to600' : [ 5.04337306e+04, 3.57383602e+04, ], 'CountWeightedFullL1PrefireNom_LHENjet4_LHEHT400to600' : [ 4.21294685e+04, 4.21317410e+04, 4.21646665e+04, ], 'CountWeightedFullL1Prefire_LHENjet4_LHEHT400to600' : [ 4.21294685e+04, 4.12044726e+04, 4.30660542e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT400to600' : [ 5.02010846e+04, 4.62372896e+04, 4.27307987e+04, 4.57538171e+04, 4.21294685e+04, 3.89252876e+04, 4.22231691e+04, 3.88694872e+04, 3.59048999e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT400to600' : [ 5.04337306e+04, 3.57383602e+04, ], 'Count_LHENjet4_LHEHT600to800' : [ 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1.18070881e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT600to800' : [ 1.42361775e+04, 1.28627185e+04, 1.17004488e+04, 1.27844087e+04, 1.15470410e+04, 1.05008426e+04, 1.16337194e+04, 1.05045845e+04, 9.55023796e+03, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT600to800' : [ 1.42684542e+04, 9.52932048e+03, ], 'CountWeightedFullL1PrefireNom_LHENjet4_LHEHT600to800' : [ 1.15470410e+04, 1.15459186e+04, 1.15507021e+04, ], 'CountWeightedFullL1Prefire_LHENjet4_LHEHT600to800' : [ 1.15470410e+04, 1.12909761e+04, 1.18070881e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT600to800' : [ 1.42361775e+04, 1.28627185e+04, 1.17004488e+04, 1.27844087e+04, 1.15470410e+04, 1.05008426e+04, 1.16337194e+04, 1.05045845e+04, 9.55023796e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT600to800' : [ 1.42684542e+04, 9.52932048e+03, ], 'Count_LHENjet4_LHEHT800to1200' : [ 5980, ], 'CountWeighted_LHENjet4_LHEHT800to1200' : [ 5.94846638e+03, 5.94736055e+03, 5.94174005e+03, ], 'CountWeightedLHEWeightScale_LHENjet4_LHEHT800to1200' : [ 7.52902094e+03, 6.67501585e+03, 5.97568026e+03, 6.71071603e+03, 5.94846638e+03, 5.32459632e+03, 6.06186468e+03, 5.37245523e+03, 4.80826457e+03, ], 'CountWeightedLHEEnvelope_LHENjet4_LHEHT800to1200' : [ 7.53558364e+03, 4.80458816e+03, ], 'CountWeightedFull_LHENjet4_LHEHT800to1200' : [ 5.94846638e+03, 5.94736055e+03, 5.94174005e+03, ], 'CountWeightedFullLHEWeightScale_LHENjet4_LHEHT800to1200' : [ 7.52902094e+03, 6.67501585e+03, 5.97568026e+03, 6.71071603e+03, 5.94846638e+03, 5.32459632e+03, 6.06186468e+03, 5.37245523e+03, 4.80826457e+03, ], 'CountWeightedFullLHEEnvelope_LHENjet4_LHEHT800to1200' : [ 7.53558364e+03, 4.80458816e+03, ], 'CountWeightedL1PrefireNom_LHENjet4_LHEHT800to1200' : [ 5.48264309e+03, 5.48066384e+03, 5.47581740e+03, ], 'CountWeightedL1Prefire_LHENjet4_LHEHT800to1200' : [ 5.48264309e+03, 5.38486181e+03, 5.58179897e+03, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT800to1200' : [ 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1.77054536e+03, 1.53372476e+03, 1.34619572e+03, 1.56941491e+03, 1.35923861e+03, 1.19287836e+03, 1.40947597e+03, 1.22054863e+03, 1.07101256e+03, ], 'CountWeightedLHEEnvelope_LHENjet4_LHEHT1200to2500' : [ 1.77153595e+03, 1.07049231e+03, ], 'CountWeightedFull_LHENjet4_LHEHT1200to2500' : [ 1.35923861e+03, 1.35750319e+03, 1.36484777e+03, ], 'CountWeightedFullLHEWeightScale_LHENjet4_LHEHT1200to2500' : [ 1.77054536e+03, 1.53372476e+03, 1.34619572e+03, 1.56941491e+03, 1.35923861e+03, 1.19287836e+03, 1.40947597e+03, 1.22054863e+03, 1.07101256e+03, ], 'CountWeightedFullLHEEnvelope_LHENjet4_LHEHT1200to2500' : [ 1.77153595e+03, 1.07049231e+03, ], 'CountWeightedL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 1.28424451e+03, 1.28239825e+03, 1.29032156e+03, ], 'CountWeightedL1Prefire_LHENjet4_LHEHT1200to2500' : [ 1.28424451e+03, 1.26772532e+03, 1.30079703e+03, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 1.66970475e+03, 1.44862345e+03, 1.27320196e+03, 1.48054008e+03, 1.28424451e+03, 1.12855984e+03, 1.33009201e+03, 1.15356872e+03, 1.01357323e+03, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 1.67062509e+03, 1.01311432e+03, ], 'CountWeightedFullL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 1.28424451e+03, 1.28239825e+03, 1.29032156e+03, ], 'CountWeightedFullL1Prefire_LHENjet4_LHEHT1200to2500' : [ 1.28424451e+03, 1.26772532e+03, 1.30079703e+03, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 1.66970475e+03, 1.44862345e+03, 1.27320196e+03, 1.48054008e+03, 1.28424451e+03, 1.12855984e+03, 1.33009201e+03, 1.15356872e+03, 1.01357323e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 1.67062509e+03, 1.01311432e+03, ], 'Count_LHENjet4_LHEHT2500toInf' : [ 25, ], 'CountWeighted_LHENjet4_LHEHT2500toInf' : [ 2.77670777e+01, 2.77272540e+01, 2.71191237e+01, ], 'CountWeightedLHEWeightScale_LHENjet4_LHEHT2500toInf' : [ 3.71573939e+01, 3.09461177e+01, 2.62454456e+01, 3.33248193e+01, 2.77670777e+01, 2.35592575e+01, 3.01972846e+01, 2.51716479e+01, 2.13641674e+01, ], 'CountWeightedLHEEnvelope_LHENjet4_LHEHT2500toInf' : [ 3.71573939e+01, 2.13641674e+01, ], 'CountWeightedFull_LHENjet4_LHEHT2500toInf' : [ 2.77670777e+01, 2.77272540e+01, 2.71191237e+01, ], 'CountWeightedFullLHEWeightScale_LHENjet4_LHEHT2500toInf' : [ 3.71573939e+01, 3.09461177e+01, 2.62454456e+01, 3.33248193e+01, 2.77670777e+01, 2.35592575e+01, 3.01972846e+01, 2.51716479e+01, 2.13641674e+01, ], 'CountWeightedFullLHEEnvelope_LHENjet4_LHEHT2500toInf' : [ 3.71573939e+01, 2.13641674e+01, ], 'CountWeightedL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 2.70333249e+01, 2.68253139e+01, 2.65870295e+01, ], 'CountWeightedL1Prefire_LHENjet4_LHEHT2500toInf' : [ 2.70333249e+01, 2.68480663e+01, 2.72122931e+01, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 3.61730624e+01, 3.01351026e+01, 2.55655081e+01, 3.24337773e+01, 2.70333249e+01, 2.29444076e+01, 2.93835619e+01, 2.45018696e+01, 2.08031949e+01, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 3.61730624e+01, 2.08031949e+01, ], 'CountWeightedFullL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 2.70333249e+01, 2.68253139e+01, 2.65870295e+01, ], 'CountWeightedFullL1Prefire_LHENjet4_LHEHT2500toInf' : [ 2.70333249e+01, 2.68480663e+01, 2.72122931e+01, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 3.61730624e+01, 3.01351026e+01, 2.55655081e+01, 3.24337773e+01, 2.70333249e+01, 2.29444076e+01, 2.93835619e+01, 2.45018696e+01, 2.08031949e+01, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 3.61730624e+01, 2.08031949e+01, ], }), ("nof_tree_events", 48675378), ("nof_db_events", 48675378), ("fsize_local", 157181301659), # 157.18GB, avg file size 1.60GB ("fsize_db", 1989278749780), # 1.99TB, avg file size 3.60GB ("use_it", False), ("xsection", 6077.22), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017RECOSIMstep_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M-50_ext1"), ("nof_files", 99), ("nof_db_files", 591), ("nof_events", { 'Count' : [ 49125561, ], 'CountWeighted' : [ 4.90789431e+07, 4.90807282e+07, 4.90818739e+07, ], 'CountWeightedLHEWeightScale' : [ 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IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M-50_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M-50_amcatnloFXFX"), ("nof_files", 56), ("nof_db_files", 324), ("nof_events", { 'Count' : [ 27529915, ], 'CountWeighted' : [ 1.86592734e+07, 1.86596333e+07, 1.86562905e+07, ], 'CountWeightedLHEWeightScale' : [ 1.84099837e+07, 1.89989097e+07, 1.93277985e+07, 1.79093325e+07, 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7.77014657e+01, 7.08832614e+01, 6.49828867e+01, ], 'CountWeightedLHEEnvelope_LHEHT600to800' : [ 8.30494912e+01, 6.49828867e+01, ], 'CountWeightedFull_LHEHT600to800' : [ 7.31382106e+01, 7.22723197e+01, 7.33501276e+01, ], 'CountWeightedFullLHEWeightScale_LHEHT600to800' : [ 8.30494912e+01, 7.57548943e+01, 6.94419489e+01, 8.01768717e+01, 7.31382106e+01, 6.70467733e+01, 7.77014657e+01, 7.08832614e+01, 6.49828867e+01, ], 'CountWeightedFullLHEEnvelope_LHEHT600to800' : [ 8.30494912e+01, 6.49828867e+01, ], 'CountWeightedL1PrefireNom_LHEHT600to800' : [ 7.28239147e+01, 7.19606683e+01, 7.30456435e+01, ], 'CountWeightedL1Prefire_LHEHT600to800' : [ 7.28239147e+01, 7.27491951e+01, 7.28971847e+01, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT600to800' : [ 8.26993873e+01, 7.54401518e+01, 6.91576774e+01, 7.98272629e+01, 7.28239147e+01, 6.67629074e+01, 7.73522832e+01, 7.05693511e+01, 6.46993704e+01, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT600to800' : [ 8.26993873e+01, 6.46993704e+01, ], 'CountWeightedFullL1PrefireNom_LHEHT600to800' : [ 7.28239147e+01, 7.19606683e+01, 7.30456435e+01, ], 'CountWeightedFullL1Prefire_LHEHT600to800' : [ 7.28239147e+01, 7.27491951e+01, 7.28971847e+01, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT600to800' : [ 8.26993873e+01, 7.54401518e+01, 6.91576774e+01, 7.98272629e+01, 7.28239147e+01, 6.67629074e+01, 7.73522832e+01, 7.05693511e+01, 6.46993704e+01, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT600to800' : [ 8.26993873e+01, 6.46993704e+01, ], 'Count_LHEHT800to1200' : [ 18, ], 'CountWeighted_LHEHT800to1200' : [ 2.00131897e+01, 2.01060751e+01, 1.94028315e+01, ], 'CountWeightedLHEWeightScale_LHEHT800to1200' : [ 2.26541096e+01, 2.03752523e+01, 1.84468487e+01, 2.22531672e+01, 2.00131897e+01, 1.81179583e+01, 2.19058580e+01, 1.96997229e+01, 1.78332255e+01, ], 'CountWeightedLHEEnvelope_LHEHT800to1200' : [ 2.26541096e+01, 1.78332255e+01, ], 'CountWeightedFull_LHEHT800to1200' : [ 2.00131897e+01, 2.01060751e+01, 1.94028315e+01, ], 'CountWeightedFullLHEWeightScale_LHEHT800to1200' : [ 2.26541096e+01, 2.03752523e+01, 1.84468487e+01, 2.22531672e+01, 2.00131897e+01, 1.81179583e+01, 2.19058580e+01, 1.96997229e+01, 1.78332255e+01, ], 'CountWeightedFullLHEEnvelope_LHEHT800to1200' : [ 2.26541096e+01, 1.78332255e+01, ], 'CountWeightedL1PrefireNom_LHEHT800to1200' : [ 2.00131897e+01, 2.01060751e+01, 1.94028315e+01, ], 'CountWeightedL1Prefire_LHEHT800to1200' : [ 2.00131897e+01, 2.00131897e+01, 2.00131897e+01, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT800to1200' : [ 2.26541096e+01, 2.03752523e+01, 1.84468487e+01, 2.22531672e+01, 2.00131897e+01, 1.81179583e+01, 2.19058580e+01, 1.96997229e+01, 1.78332255e+01, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT800to1200' : [ 2.26541096e+01, 1.78332255e+01, ], 'CountWeightedFullL1PrefireNom_LHEHT800to1200' : [ 2.00131897e+01, 2.01060751e+01, 1.94028315e+01, ], 'CountWeightedFullL1Prefire_LHEHT800to1200' : [ 2.00131897e+01, 2.00131897e+01, 2.00131897e+01, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT800to1200' : [ 2.26541096e+01, 2.03752523e+01, 1.84468487e+01, 2.22531672e+01, 2.00131897e+01, 1.81179583e+01, 2.19058580e+01, 1.96997229e+01, 1.78332255e+01, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT800to1200' : [ 2.26541096e+01, 1.78332255e+01, ], 'Count_LHEHT1200to2500' : [ 3, ], 'CountWeighted_LHEHT1200to2500' : [ 2.89147287e+00, 3.15291271e+00, 2.42983679e+00, ], 'CountWeightedLHEWeightScale_LHEHT1200to2500' : [ 3.41983244e+00, 2.89908120e+00, 2.49532863e+00, 3.41121804e+00, 2.89147287e+00, 2.48856602e+00, 3.40372918e+00, 2.88486116e+00, 2.48268685e+00, ], 'CountWeightedLHEEnvelope_LHEHT1200to2500' : [ 3.41983244e+00, 2.48268685e+00, ], 'CountWeightedFull_LHEHT1200to2500' : [ 2.89147287e+00, 3.15291271e+00, 2.42983679e+00, ], 'CountWeightedFullLHEWeightScale_LHEHT1200to2500' : [ 3.41983244e+00, 2.89908120e+00, 2.49532863e+00, 3.41121804e+00, 2.89147287e+00, 2.48856602e+00, 3.40372918e+00, 2.88486116e+00, 2.48268685e+00, ], 'CountWeightedFullLHEEnvelope_LHEHT1200to2500' : [ 3.41983244e+00, 2.48268685e+00, ], 'CountWeightedL1PrefireNom_LHEHT1200to2500' : [ 2.89147287e+00, 3.15291271e+00, 2.42983679e+00, ], 'CountWeightedL1Prefire_LHEHT1200to2500' : [ 2.89147287e+00, 2.89147287e+00, 2.89147287e+00, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 3.41983244e+00, 2.89908120e+00, 2.49532863e+00, 3.41121804e+00, 2.89147287e+00, 2.48856602e+00, 3.40372918e+00, 2.88486116e+00, 2.48268685e+00, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 3.41983244e+00, 2.48268685e+00, ], 'CountWeightedFullL1PrefireNom_LHEHT1200to2500' : [ 2.89147287e+00, 3.15291271e+00, 2.42983679e+00, ], 'CountWeightedFullL1Prefire_LHEHT1200to2500' : [ 2.89147287e+00, 2.89147287e+00, 2.89147287e+00, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 3.41983244e+00, 2.89908120e+00, 2.49532863e+00, 3.41121804e+00, 2.89147287e+00, 2.48856602e+00, 3.40372918e+00, 2.88486116e+00, 2.48268685e+00, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 3.41983244e+00, 2.48268685e+00, ], }), ("nof_tree_events", 34859434), ("nof_db_events", 34859434), ("fsize_local", 126294075597), # 126.29GB, avg file size 1.78GB ("fsize_db", 1462619517307), # 1.46TB, avg file size 3.51GB ("use_it", False), ("xsection", 998.61), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DY1JetsToLL_M-50_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DY1JetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DY1JetsToLL_M-50"), ("nof_files", 86), ("nof_db_files", 492), ("nof_events", { 'Count' : [ 42331295, ], 'CountWeighted' : [ 4.23029324e+07, 4.22915060e+07, 4.23035127e+07, ], 'CountWeightedLHEWeightScale' : [ 3.67896273e+07, 4.26471128e+07, 4.75683509e+07, 3.64658482e+07, 4.23029324e+07, 4.72079485e+07, 3.61997099e+07, 4.20195715e+07, 4.69119332e+07, ], 'CountWeightedLHEEnvelope' : [ 4.74416092e+07, 3.63253959e+07, ], 'CountWeightedFull' : [ 4.23029324e+07, 4.22915060e+07, 4.23035127e+07, ], 'CountWeightedFullLHEWeightScale' : [ 3.67896273e+07, 4.26471128e+07, 4.75683509e+07, 3.64658482e+07, 4.23029324e+07, 4.72079485e+07, 3.61997099e+07, 4.20195715e+07, 4.69119332e+07, ], 'CountWeightedFullLHEEnvelope' : [ 4.74416092e+07, 3.63253959e+07, ], 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], 'CountWeightedLHEWeightScale_LHEHT0to70' : [ 3.41075626e+07, 3.98553328e+07, 4.47034986e+07, 3.38461831e+07, 3.95748491e+07, 4.44076285e+07, 3.36319587e+07, 3.93446300e+07, 4.41652775e+07, ], 'CountWeightedLHEEnvelope_LHEHT0to70' : [ 4.45688936e+07, 3.37616668e+07, ], 'CountWeightedFull_LHEHT0to70' : [ 3.95748491e+07, 3.95652602e+07, 3.95755098e+07, ], 'CountWeightedFullLHEWeightScale_LHEHT0to70' : [ 3.41075626e+07, 3.98553328e+07, 4.47034986e+07, 3.38461831e+07, 3.95748491e+07, 4.44076285e+07, 3.36319587e+07, 3.93446300e+07, 4.41652775e+07, ], 'CountWeightedFullLHEEnvelope_LHEHT0to70' : [ 4.45688936e+07, 3.37616668e+07, ], 'CountWeightedL1PrefireNom_LHEHT0to70' : [ 3.88214152e+07, 3.88136378e+07, 3.88230286e+07, ], 'CountWeightedL1Prefire_LHEHT0to70' : [ 3.88214152e+07, 3.86259229e+07, 3.90106529e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT0to70' : [ 3.34471282e+07, 3.90958906e+07, 4.38636219e+07, 3.31914535e+07, 3.88214152e+07, 4.35741089e+07, 3.29819094e+07, 3.85962740e+07, 4.33369678e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT0to70' : [ 4.37314542e+07, 3.31091250e+07, ], 'CountWeightedFullL1PrefireNom_LHEHT0to70' : [ 3.88214152e+07, 3.88136378e+07, 3.88230286e+07, ], 'CountWeightedFullL1Prefire_LHEHT0to70' : [ 3.88214152e+07, 3.86259229e+07, 3.90106529e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT0to70' : [ 3.34471282e+07, 3.90958906e+07, 4.38636219e+07, 3.31914535e+07, 3.88214152e+07, 4.35741089e+07, 3.29819094e+07, 3.85962740e+07, 4.33369678e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT0to70' : [ 4.37314542e+07, 3.31091250e+07, ], 'Count_LHEHT70to100' : [ 1845475, ], 'CountWeighted_LHEHT70to100' : [ 1.84285041e+06, 1.84324788e+06, 1.84229690e+06, ], 'CountWeightedLHEWeightScale_LHEHT70to100' : [ 1.78821554e+06, 1.88337394e+06, 1.95152015e+06, 1.74897692e+06, 1.84285041e+06, 1.91015654e+06, 1.71644486e+06, 1.80925968e+06, 1.87586659e+06, ], 'CountWeightedLHEEnvelope_LHEHT70to100' : [ 1.94732787e+06, 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'CountWeightedFullL1Prefire_LHEHT70to100' : [ 1.76620280e+06, 1.74846315e+06, 1.78394155e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT70to100' : [ 1.71329060e+06, 1.80506711e+06, 1.87093485e+06, 1.67567063e+06, 1.76620280e+06, 1.83125543e+06, 1.64448086e+06, 1.73398941e+06, 1.79836216e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT70to100' : [ 1.86668155e+06, 1.65067486e+06, ], 'Count_LHEHT100to200' : [ 831835, ], 'CountWeighted_LHEHT100to200' : [ 8.31041721e+05, 8.31192260e+05, 8.30774419e+05, ], 'CountWeightedLHEWeightScale_LHEHT100to200' : [ 8.37103736e+05, 8.52763161e+05, 8.60034763e+05, 8.15523134e+05, 8.31041721e+05, 8.38339906e+05, 7.97488045e+05, 8.12895936e+05, 8.20211945e+05, ], 'CountWeightedLHEEnvelope_LHEHT100to200' : [ 8.68506395e+05, 7.90590304e+05, ], 'CountWeightedFull_LHEHT100to200' : [ 8.31041721e+05, 8.31192260e+05, 8.30774419e+05, ], 'CountWeightedFullLHEWeightScale_LHEHT100to200' : [ 8.37103736e+05, 8.52763161e+05, 8.60034763e+05, 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7.80885479e+05, 7.88202404e+05, 7.48823147e+05, 7.63790617e+05, 7.71115805e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT100to200' : [ 8.16188548e+05, 7.42749238e+05, ], 'Count_LHEHT200to400' : [ 52161, ], 'CountWeighted_LHEHT200to400' : [ 5.20906008e+04, 5.20486561e+04, 5.21477779e+04, ], 'CountWeightedLHEWeightScale_LHEHT200to400' : [ 5.51262934e+04, 5.35766910e+04, 5.19349981e+04, 5.35887723e+04, 5.20906008e+04, 5.05015994e+04, 5.22873148e+04, 5.08331671e+04, 4.92883983e+04, ], 'CountWeightedLHEEnvelope_LHEHT200to400' : [ 5.52901667e+04, 4.91384425e+04, ], 'CountWeightedFull_LHEHT200to400' : [ 5.20906008e+04, 5.20486561e+04, 5.21477779e+04, ], 'CountWeightedFullLHEWeightScale_LHEHT200to400' : [ 5.51262934e+04, 5.35766910e+04, 5.19349981e+04, 5.35887723e+04, 5.20906008e+04, 5.05015994e+04, 5.22873148e+04, 5.08331671e+04, 4.92883983e+04, ], 'CountWeightedFullLHEEnvelope_LHEHT200to400' : [ 5.52901667e+04, 4.91384425e+04, ], 'CountWeightedL1PrefireNom_LHEHT200to400' : [ 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samples_2017["/DY2JetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DY2JetsToLL_M-50"), ("nof_files", 1), ("nof_db_files", 2), ("nof_events", { 'Count' : [ 88895, ], 'CountWeighted' : [ 8.87929141e+04, 8.87952812e+04, 8.88154375e+04, ], 'CountWeightedLHEWeightScale' : [ 8.30711953e+04, 9.12917969e+04, 9.71752031e+04, 8.07623047e+04, 8.87929141e+04, 9.45468438e+04, 7.88660469e+04, 8.67422969e+04, 9.23894766e+04, ], 'CountWeightedLHEEnvelope' : [ 9.70370625e+04, 7.89135938e+04, ], 'CountWeightedFull' : [ 8.87929141e+04, 8.87952812e+04, 8.88154375e+04, ], 'CountWeightedFullLHEWeightScale' : [ 8.30711953e+04, 9.12917969e+04, 9.71752031e+04, 8.07623047e+04, 8.87929141e+04, 9.45468438e+04, 7.88660469e+04, 8.67422969e+04, 9.23894766e+04, ], 'CountWeightedFullLHEEnvelope' : [ 9.70370625e+04, 7.89135938e+04, ], 'CountWeightedL1PrefireNom' : [ 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("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DY2JetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DY2JetsToLL_M-50_ext1"), ("nof_files", 21), ("nof_db_files", 163), ("nof_events", { 'Count' : [ 10037851, ], 'CountWeighted' : [ 1.00269926e+07, 1.00269163e+07, 1.00269750e+07, ], 'CountWeightedLHEWeightScale' : [ 9.37975777e+06, 1.03083800e+07, 1.09738954e+07, 9.11954261e+06, 1.00269926e+07, 1.06778519e+07, 8.90586974e+06, 9.79606029e+06, 1.04348753e+07, ], 'CountWeightedLHEEnvelope' : [ 1.09569112e+07, 8.91270859e+06, ], 'CountWeightedFull' : [ 1.00269926e+07, 1.00269163e+07, 1.00269750e+07, ], 'CountWeightedFullLHEWeightScale' : [ 9.37975777e+06, 1.03083800e+07, 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'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 6.69324994e-01, 3.89891386e-01, ], }), ("nof_tree_events", 10037851), ("nof_db_events", 10037851), ("fsize_local", 43995404115), # 44.00GB, avg file size 2.10GB ("fsize_db", 464730818230), # 464.73GB, avg file size 2.85GB ("use_it", False), ("xsection", 349.25), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DY2JetsToLL_M-50_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DY3JetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DY3JetsToLL_M-50"), ("nof_files", 12), ("nof_db_files", 84), ("nof_events", { 'Count' : [ 5748466, ], 'CountWeighted' : [ 5.74033230e+06, 5.74070684e+06, 5.73934731e+06, ], 'CountWeightedLHEWeightScale' : [ 5.79845372e+06, 5.98344381e+06, 6.05306081e+06, 5.56018500e+06, 5.74033230e+06, 5.80907862e+06, 5.36490523e+06, 5.54093291e+06, 5.60908416e+06, ], 'CountWeightedLHEEnvelope' : [ 6.25531931e+06, 5.18843761e+06, ], 'CountWeightedFull' : [ 5.74033230e+06, 5.74070684e+06, 5.73934731e+06, ], 'CountWeightedFullLHEWeightScale' : [ 5.79845372e+06, 5.98344381e+06, 6.05306081e+06, 5.56018500e+06, 5.74033230e+06, 5.80907862e+06, 5.36490523e+06, 5.54093291e+06, 5.60908416e+06, ], 'CountWeightedFullLHEEnvelope' : [ 6.25531931e+06, 5.18843761e+06, ], 'CountWeightedL1PrefireNom' 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2.83640327e+06, 2.90514538e+06, 2.92271767e+06, 2.74308430e+06, 2.81023870e+06, 2.82753314e+06, ], 'CountWeightedFullLHEEnvelope_LHEHT100to200' : [ 3.14178566e+06, 2.65265518e+06, ], 'CountWeightedL1PrefireNom_LHEHT100to200' : [ 2.80145003e+06, 2.80161785e+06, 2.80181945e+06, ], 'CountWeightedL1Prefire_LHEHT100to200' : [ 2.80145003e+06, 2.77592113e+06, 2.82642484e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT100to200' : [ 2.84272789e+06, 2.91272813e+06, 2.93090025e+06, 2.73358324e+06, 2.80145003e+06, 2.81946377e+06, 2.64362836e+06, 2.70987620e+06, 2.72762445e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT100to200' : [ 3.02931988e+06, 2.55777333e+06, ], 'CountWeightedFullL1PrefireNom_LHEHT100to200' : [ 2.80145003e+06, 2.80161785e+06, 2.80181945e+06, ], 'CountWeightedFullL1Prefire_LHEHT100to200' : [ 2.80145003e+06, 2.77592113e+06, 2.82642484e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT100to200' : [ 2.84272789e+06, 2.91272813e+06, 2.93090025e+06, 2.73358324e+06, 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], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 5.76853933e+02, 3.75313284e+02, ], 'Count_LHEHT2500toInf' : [ 5, ], 'CountWeighted_LHEHT2500toInf' : [ 6.01205313e+00, 5.64279974e+00, 6.18636942e+00, ], 'CountWeightedLHEWeightScale_LHEHT2500toInf' : [ 8.04886031e+00, 6.59817535e+00, 5.51557833e+00, 7.33578533e+00, 6.01205313e+00, 5.02505255e+00, 6.73900908e+00, 5.52198195e+00, 4.61482638e+00, ], 'CountWeightedLHEEnvelope_LHEHT2500toInf' : [ 8.04886031e+00, 4.61482638e+00, ], 'CountWeightedFull_LHEHT2500toInf' : [ 6.01205313e+00, 5.64279974e+00, 6.18636942e+00, ], 'CountWeightedFullLHEWeightScale_LHEHT2500toInf' : [ 8.04886031e+00, 6.59817535e+00, 5.51557833e+00, 7.33578533e+00, 6.01205313e+00, 5.02505255e+00, 6.73900908e+00, 5.52198195e+00, 4.61482638e+00, ], 'CountWeightedFullLHEEnvelope_LHEHT2500toInf' : [ 8.04886031e+00, 4.61482638e+00, ], 'CountWeightedL1PrefireNom_LHEHT2500toInf' : [ 5.91810614e+00, 5.54024464e+00, 6.09390342e+00, ], 'CountWeightedL1Prefire_LHEHT2500toInf' : [ 5.91810614e+00, 5.89285976e+00, 5.94133514e+00, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 7.92363399e+00, 6.49623507e+00, 5.43106967e+00, 7.22038150e+00, 5.91810614e+00, 4.94717240e+00, 6.63197690e+00, 5.43484992e+00, 4.54259431e+00, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 7.92363399e+00, 4.54259431e+00, ], 'CountWeightedFullL1PrefireNom_LHEHT2500toInf' : [ 5.91810614e+00, 5.54024464e+00, 6.09390342e+00, ], 'CountWeightedFullL1Prefire_LHEHT2500toInf' : [ 5.91810614e+00, 5.89285976e+00, 5.94133514e+00, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 7.92363399e+00, 6.49623507e+00, 5.43106967e+00, 7.22038150e+00, 5.91810614e+00, 4.94717240e+00, 6.63197690e+00, 5.43484992e+00, 4.54259431e+00, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 7.92363399e+00, 4.54259431e+00, ], }), ("nof_tree_events", 5748466), ("nof_db_events", 5748466), ("fsize_local", 29656323497), # 29.66GB, avg file size 2.47GB ("fsize_db", 276614009421), # 276.61GB, avg file size 3.29GB ("use_it", False), ("xsection", 127.52), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DY3JetsToLL_M-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DY3JetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), 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1.26836963e+04, 1.19117914e+04, 1.11930288e+04, ], 'CountWeightedLHEEnvelope_LHEHT400to600' : [ 1.50598169e+04, 1.11301676e+04, ], 'CountWeightedFull_LHEHT400to600' : [ 1.28726970e+04, 1.28683591e+04, 1.28681840e+04, ], 'CountWeightedFullLHEWeightScale_LHEHT400to600' : [ 1.49736091e+04, 1.40714366e+04, 1.32303193e+04, 1.37026641e+04, 1.28726970e+04, 1.20994058e+04, 1.26836963e+04, 1.19117914e+04, 1.11930288e+04, ], 'CountWeightedFullLHEEnvelope_LHEHT400to600' : [ 1.50598169e+04, 1.11301676e+04, ], 'CountWeightedL1PrefireNom_LHEHT400to600' : [ 1.17944839e+04, 1.17925959e+04, 1.17894762e+04, ], 'CountWeightedL1Prefire_LHEHT400to600' : [ 1.17944839e+04, 1.15677903e+04, 1.20242253e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT400to600' : [ 1.36834482e+04, 1.28853358e+04, 1.21356750e+04, 1.25293687e+04, 1.17944839e+04, 1.11046917e+04, 1.16036248e+04, 1.09196165e+04, 1.02779917e+04, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT400to600' : [ 1.37669233e+04, 1.02164258e+04, ], 'CountWeightedFullL1PrefireNom_LHEHT400to600' : [ 1.17944839e+04, 1.17925959e+04, 1.17894762e+04, ], 'CountWeightedFullL1Prefire_LHEHT400to600' : [ 1.17944839e+04, 1.15677903e+04, 1.20242253e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT400to600' : [ 1.36834482e+04, 1.28853358e+04, 1.21356750e+04, 1.25293687e+04, 1.17944839e+04, 1.11046917e+04, 1.16036248e+04, 1.09196165e+04, 1.02779917e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT400to600' : [ 1.37669233e+04, 1.02164258e+04, ], 'Count_LHEHT600to800' : [ 2201, ], 'CountWeighted_LHEHT600to800' : [ 2.15851395e+03, 2.15624918e+03, 2.16671878e+03, ], 'CountWeightedLHEWeightScale_LHEHT600to800' : [ 2.58877243e+03, 2.38381506e+03, 2.20453748e+03, 2.34560312e+03, 2.15851395e+03, 1.99512651e+03, 2.15040488e+03, 1.97771089e+03, 1.82711560e+03, ], 'CountWeightedLHEEnvelope_LHEHT600to800' : [ 2.59659076e+03, 1.82206967e+03, ], 'CountWeightedFull_LHEHT600to800' : [ 2.15851395e+03, 2.15624918e+03, 2.16671878e+03, ], 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'CountWeightedFullLHEEnvelope_LHEHT800to1200' : [ 8.95556168e+02, 6.04374634e+02, ], 'CountWeightedL1PrefireNom_LHEHT800to1200' : [ 6.90153358e+02, 6.89915405e+02, 6.89203796e+02, ], 'CountWeightedL1Prefire_LHEHT800to1200' : [ 6.90153358e+02, 6.82047577e+02, 6.98451981e+02, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT800to1200' : [ 8.45693672e+02, 7.65028694e+02, 6.97154625e+02, 7.63135117e+02, 6.90153358e+02, 6.28774750e+02, 6.96385017e+02, 6.29618683e+02, 5.73494637e+02, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT800to1200' : [ 8.46448509e+02, 5.72980278e+02, ], 'CountWeightedFullL1PrefireNom_LHEHT800to1200' : [ 6.90153358e+02, 6.89915405e+02, 6.89203796e+02, ], 'CountWeightedFullL1Prefire_LHEHT800to1200' : [ 6.90153358e+02, 6.82047577e+02, 6.98451981e+02, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT800to1200' : [ 8.45693672e+02, 7.65028694e+02, 6.97154625e+02, 7.63135117e+02, 6.90153358e+02, 6.28774750e+02, 6.96385017e+02, 6.29618683e+02, 5.73494637e+02, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT800to1200' : [ 8.46448509e+02, 5.72980278e+02, ], 'Count_LHEHT1200to2500' : [ 94, ], 'CountWeighted_LHEHT1200to2500' : [ 9.34415107e+01, 9.16657443e+01, 9.48984032e+01, ], 'CountWeightedLHEWeightScale_LHEHT1200to2500' : [ 1.17532846e+02, 1.04000159e+02, 9.29878049e+01, 1.05628394e+02, 9.34415107e+01, 8.35280790e+01, 9.59270315e+01, 8.48399997e+01, 7.58242655e+01, ], 'CountWeightedLHEEnvelope_LHEHT1200to2500' : [ 1.17532846e+02, 7.58242655e+01, ], 'CountWeightedFull_LHEHT1200to2500' : [ 9.34415107e+01, 9.16657443e+01, 9.48984032e+01, ], 'CountWeightedFullLHEWeightScale_LHEHT1200to2500' : [ 1.17532846e+02, 1.04000159e+02, 9.29878049e+01, 1.05628394e+02, 9.34415107e+01, 8.35280790e+01, 9.59270315e+01, 8.48399997e+01, 7.58242655e+01, ], 'CountWeightedFullLHEEnvelope_LHEHT1200to2500' : [ 1.17532846e+02, 7.58242655e+01, ], 'CountWeightedL1PrefireNom_LHEHT1200to2500' : [ 9.13242545e+01, 8.97675281e+01, 9.25629311e+01, ], 'CountWeightedL1Prefire_LHEHT1200to2500' : [ 9.13242545e+01, 9.08428283e+01, 9.18011947e+01, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 1.14795385e+02, 1.01599151e+02, 9.08616834e+01, 1.03217078e+02, 9.13242545e+01, 8.16512594e+01, 9.37764349e+01, 8.29498515e+01, 7.41471758e+01, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 1.14795385e+02, 7.41471758e+01, ], 'CountWeightedFullL1PrefireNom_LHEHT1200to2500' : [ 9.13242545e+01, 8.97675281e+01, 9.25629311e+01, ], 'CountWeightedFullL1Prefire_LHEHT1200to2500' : [ 9.13242545e+01, 9.08428283e+01, 9.18011947e+01, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 1.14795385e+02, 1.01599151e+02, 9.08616834e+01, 1.03217078e+02, 9.13242545e+01, 8.16512594e+01, 9.37764349e+01, 8.29498515e+01, 7.41471758e+01, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 1.14795385e+02, 7.41471758e+01, ], }), ("nof_tree_events", 1149467), ("nof_db_events", 1149467), ("fsize_local", 5928585042), # 5.93GB, avg file size 1.98GB ("fsize_db", 55739563882), # 55.74GB, avg file size 1.64GB ("use_it", False), ("xsection", 127.52), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DY3JetsToLL_M-50_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DY4JetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_v2_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", 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'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT800to1200' : [ 5.50520027e+04, 3.52734937e+04, ], 'Count_LHEHT1200to2500' : [ 10963, ], 'CountWeighted_LHEHT1200to2500' : [ 1.07949797e+04, 1.07962844e+04, 1.08001611e+04, ], 'CountWeightedLHEWeightScale_LHEHT1200to2500' : [ 1.40232219e+04, 1.22043140e+04, 1.07527140e+04, 1.24042419e+04, 1.07949797e+04, 9.51111511e+03, 1.11167201e+04, 9.67436444e+03, 8.52357584e+03, ], 'CountWeightedLHEEnvelope_LHEHT1200to2500' : [ 1.40289273e+04, 8.52029852e+03, ], 'CountWeightedFull_LHEHT1200to2500' : [ 1.07949797e+04, 1.07962844e+04, 1.08001611e+04, ], 'CountWeightedFullLHEWeightScale_LHEHT1200to2500' : [ 1.40232219e+04, 1.22043140e+04, 1.07527140e+04, 1.24042419e+04, 1.07949797e+04, 9.51111511e+03, 1.11167201e+04, 9.67436444e+03, 8.52357584e+03, ], 'CountWeightedFullLHEEnvelope_LHEHT1200to2500' : [ 1.40289273e+04, 8.52029852e+03, ], 'CountWeightedL1PrefireNom_LHEHT1200to2500' : [ 1.01909872e+04, 1.01899385e+04, 1.02000776e+04, ], 'CountWeightedL1Prefire_LHEHT1200to2500' : [ 1.01909872e+04, 1.00597559e+04, 1.03226766e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 1.32107374e+04, 1.15146582e+04, 1.01581852e+04, 1.16926844e+04, 1.01909872e+04, 8.99041827e+03, 1.04845081e+04, 9.13771039e+03, 8.06093524e+03, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 1.32165189e+04, 8.05766376e+03, ], 'CountWeightedFullL1PrefireNom_LHEHT1200to2500' : [ 1.01909872e+04, 1.01899385e+04, 1.02000776e+04, ], 'CountWeightedFullL1Prefire_LHEHT1200to2500' : [ 1.01909872e+04, 1.00597559e+04, 1.03226766e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 1.32107374e+04, 1.15146582e+04, 1.01581852e+04, 1.16926844e+04, 1.01909872e+04, 8.99041827e+03, 1.04845081e+04, 9.13771039e+03, 8.06093524e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 1.32165189e+04, 8.05766376e+03, ], 'Count_LHEHT2500toInf' : [ 209, ], 'CountWeighted_LHEHT2500toInf' : [ 2.00099814e+02, 1.97846551e+02, 2.03826295e+02, ], 'CountWeightedLHEWeightScale_LHEHT2500toInf' : [ 2.66953596e+02, 2.23908478e+02, 1.90978898e+02, 2.38507781e+02, 2.00099814e+02, 1.70709124e+02, 2.15450076e+02, 1.80799507e+02, 1.54270479e+02, ], 'CountWeightedLHEEnvelope_LHEHT2500toInf' : [ 2.66953596e+02, 1.54270479e+02, ], 'CountWeightedFull_LHEHT2500toInf' : [ 2.00099814e+02, 1.97846551e+02, 2.03826295e+02, ], 'CountWeightedFullLHEWeightScale_LHEHT2500toInf' : [ 2.66953596e+02, 2.23908478e+02, 1.90978898e+02, 2.38507781e+02, 2.00099814e+02, 1.70709124e+02, 2.15450076e+02, 1.80799507e+02, 1.54270479e+02, ], 'CountWeightedFullLHEEnvelope_LHEHT2500toInf' : [ 2.66953596e+02, 1.54270479e+02, ], 'CountWeightedL1PrefireNom_LHEHT2500toInf' : [ 1.92886859e+02, 1.90340626e+02, 1.96909880e+02, ], 'CountWeightedL1Prefire_LHEHT2500toInf' : [ 1.92886859e+02, 1.91158042e+02, 1.94550782e+02, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 2.56899339e+02, 2.15668455e+02, 1.84098374e+02, 2.29708973e+02, 1.92886859e+02, 1.64684765e+02, 2.07654514e+02, 1.74407255e+02, 1.48930407e+02, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 2.56899339e+02, 1.48930407e+02, ], 'CountWeightedFullL1PrefireNom_LHEHT2500toInf' : [ 1.92886859e+02, 1.90340626e+02, 1.96909880e+02, ], 'CountWeightedFullL1Prefire_LHEHT2500toInf' : [ 1.92886859e+02, 1.91158042e+02, 1.94550782e+02, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 2.56899339e+02, 2.15668455e+02, 1.84098374e+02, 2.29708973e+02, 1.92886859e+02, 1.64684765e+02, 2.07654514e+02, 1.74407255e+02, 1.48930407e+02, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 2.56899339e+02, 1.48930407e+02, ], }), ("nof_tree_events", 4328648), ("nof_db_events", 4328648), ("fsize_local", 28121020857), # 28.12GB, avg file size 1.87GB ("fsize_db", 229309195986), # 229.31GB, avg file size 3.06GB ("use_it", False), ("xsection", 50.039), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DY4JetsToLL_M-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_HT-70to100_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M50_HT70to100"), ("nof_files", 19), ("nof_db_files", 207), ("nof_events", { 'Count' : [ 9344037, ], 'CountWeighted' : [ 9.33437200e+06, 9.33376556e+06, 9.33437500e+06, 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"*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_HT-100to200_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M50_HT100to200"), ("nof_files", 23), ("nof_db_files", 172), ("nof_events", { 'Count' : [ 11197488, ], 'CountWeighted' : [ 1.11811906e+07, 1.11824060e+07, 1.11810858e+07, ], 'CountWeightedLHEWeightScale' : [ 1.13326115e+07, 1.15866841e+07, 1.16581761e+07, 1.09333136e+07, 1.11811906e+07, 1.12516929e+07, 1.06036297e+07, 1.08456941e+07, 1.09160642e+07, ], 'CountWeightedLHEEnvelope' : [ 1.20190426e+07, 1.02864808e+07, ], 'CountWeightedFull' : [ 1.11811906e+07, 1.11824060e+07, 1.11810858e+07, ], 'CountWeightedFullLHEWeightScale' : [ 1.13326115e+07, 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3.69049623e+06, 3.78265536e+06, 3.80686135e+06, 3.57028931e+06, 3.66016741e+06, 3.68409655e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet3' : [ 4.08859729e+06, 3.45429166e+06, ], 'Count_LHENjet4' : [ 1950165, ], 'CountWeighted_LHENjet4' : [ 1.94674801e+06, 1.94694141e+06, 1.94655341e+06, ], 'CountWeightedLHEWeightScale_LHENjet4' : [ 2.04986948e+06, 2.02824710e+06, 1.98220957e+06, 1.96710984e+06, 1.94674801e+06, 1.90280862e+06, 1.89912369e+06, 1.87978116e+06, 1.83757738e+06, ], 'CountWeightedLHEEnvelope_LHENjet4' : [ 2.13927350e+06, 1.75724838e+06, ], 'CountWeightedFull_LHENjet4' : [ 1.94674801e+06, 1.94694141e+06, 1.94655341e+06, ], 'CountWeightedFullLHEWeightScale_LHENjet4' : [ 2.04986948e+06, 2.02824710e+06, 1.98220957e+06, 1.96710984e+06, 1.94674801e+06, 1.90280862e+06, 1.89912369e+06, 1.87978116e+06, 1.83757738e+06, ], 'CountWeightedFullLHEEnvelope_LHENjet4' : [ 2.13927350e+06, 1.75724838e+06, ], 'CountWeightedL1PrefireNom_LHENjet4' : [ 1.88095902e+06, 1.88107939e+06, 1.88086002e+06, ], 'CountWeightedL1Prefire_LHENjet4' : [ 1.88095902e+06, 1.86431174e+06, 1.89705639e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.97961665e+06, 1.95976495e+06, 1.91607330e+06, 1.89963656e+06, 1.88095902e+06, 1.83927212e+06, 1.83393675e+06, 1.81621601e+06, 1.77618047e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.06662430e+06, 1.69798104e+06, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 1.88095902e+06, 1.88107939e+06, 1.88086002e+06, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 1.88095902e+06, 1.86431174e+06, 1.89705639e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.97961665e+06, 1.95976495e+06, 1.91607330e+06, 1.89963656e+06, 1.88095902e+06, 1.83927212e+06, 1.83393675e+06, 1.81621601e+06, 1.77618047e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.06662430e+06, 1.69798104e+06, ], }), ("nof_tree_events", 11197488), ("nof_db_events", 11197488), ("fsize_local", 58554593982), # 58.55GB, avg file size 2.55GB ("fsize_db", 547433166562), # 547.43GB, avg file size 3.18GB ("use_it", False), ("xsection", 183.53), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M50_HT100to200"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_HT-100to200_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), 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samples_2017["/DYJetsToLL_M-50_HT-200to400_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M50_HT200to400_ext1"), ("nof_files", 3), ("nof_db_files", 22), ("nof_events", { 'Count' : [ 1200863, ], 'CountWeighted' : [ 1.19760164e+06, 1.19785638e+06, 1.19771536e+06, ], 'CountWeightedLHEWeightScale' : [ 1.31086116e+06, 1.26471984e+06, 1.21449086e+06, 1.24120619e+06, 1.19760164e+06, 1.15013798e+06, 1.18471094e+06, 1.14323809e+06, 1.09794078e+06, ], 'CountWeightedLHEEnvelope' : [ 1.33350792e+06, 1.07871405e+06, ], 'CountWeightedFull' : [ 1.19760164e+06, 1.19785638e+06, 1.19771536e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.31086116e+06, 1.26471984e+06, 1.21449086e+06, 1.24120619e+06, 1.19760164e+06, 1.15013798e+06, 1.18471094e+06, 1.14323809e+06, 1.09794078e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.33350792e+06, 1.07871405e+06, 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"/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M50_HT400to600"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_HT-400to600_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M50_HT400to600_ext1"), ("nof_files", 3), ("nof_db_files", 23), ("nof_events", { 'Count' : [ 1124294, ], 'CountWeighted' : [ 1.11929957e+06, 1.11901334e+06, 1.11917665e+06, ], 'CountWeightedLHEWeightScale' : [ 1.32595162e+06, 1.22622753e+06, 1.13737355e+06, 1.21060588e+06, 1.11929957e+06, 1.03787641e+06, 1.11878369e+06, 1.03407703e+06, 9.58696172e+05, ], 'CountWeightedLHEEnvelope' : [ 1.33209531e+06, 9.54287820e+05, ], 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8.90908102e+05, 6.31188539e+05, ], }), ("nof_tree_events", 1124294), ("nof_db_events", 1124294), ("fsize_local", 9107794677), # 9.11GB, avg file size 3.04GB ("fsize_db", 65482538135), # 65.48GB, avg file size 2.85GB ("use_it", False), ("xsection", 7.9592), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M50_HT400to600_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_HT-600to800_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M50_HT600to800"), ("nof_files", 36), ("nof_db_files", 183), ("nof_events", { 'Count' : [ 8743640, ], 'CountWeighted' : [ 8.69166595e+06, 8.69174247e+06, 8.69167691e+06, ], 'CountWeightedLHEWeightScale' : [ 1.06732940e+07, 9.65729415e+06, 8.79663770e+06, 9.60938964e+06, 8.69166595e+06, 7.91504478e+06, 8.76382730e+06, 7.92453439e+06, 7.21443173e+06, ], 'CountWeightedLHEEnvelope' : [ 1.06967076e+07, 7.19921572e+06, ], 'CountWeightedFull' : [ 8.69166595e+06, 8.69174247e+06, 8.69167691e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.06732940e+07, 9.65729415e+06, 8.79663770e+06, 9.60938964e+06, 8.69166595e+06, 7.91504478e+06, 8.76382730e+06, 7.92453439e+06, 7.21443173e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.06967076e+07, 7.19921572e+06, 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'CountWeightedLHEEnvelope_LHENjet4' : [ 3.39349914e+06, 2.16281047e+06, ], 'CountWeightedFull_LHENjet4' : [ 2.67833093e+06, 2.67815690e+06, 2.67851538e+06, ], 'CountWeightedFullLHEWeightScale_LHENjet4' : [ 3.38965258e+06, 3.00089891e+06, 2.68329333e+06, 3.02650319e+06, 2.67833093e+06, 2.39454070e+06, 2.73791587e+06, 2.42253294e+06, 2.16508956e+06, ], 'CountWeightedFullLHEEnvelope_LHENjet4' : [ 3.39349914e+06, 2.16281047e+06, ], 'CountWeightedL1PrefireNom_LHENjet4' : [ 2.46364209e+06, 2.46329725e+06, 2.46378967e+06, ], 'CountWeightedL1Prefire_LHENjet4' : [ 2.46364209e+06, 2.41845502e+06, 2.50941752e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 3.10802494e+06, 2.75808141e+06, 2.47109773e+06, 2.77721552e+06, 2.46364209e+06, 2.20678615e+06, 2.51407469e+06, 2.22962047e+06, 1.99656213e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 3.11173919e+06, 1.99434234e+06, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 2.46364209e+06, 2.46329725e+06, 2.46378967e+06, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 2.46364209e+06, 2.41845502e+06, 2.50941752e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 3.10802494e+06, 2.75808141e+06, 2.47109773e+06, 2.77721552e+06, 2.46364209e+06, 2.20678615e+06, 2.51407469e+06, 2.22962047e+06, 1.99656213e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 3.11173919e+06, 1.99434234e+06, ], }), ("nof_tree_events", 3114980), ("nof_db_events", 3114980), ("fsize_local", 28375604711), # 28.38GB, avg file size 4.05GB ("fsize_db", 196397396234), # 196.40GB, avg file size 2.98GB ("use_it", False), ("xsection", 0.92367), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M50_HT800to1200"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_HT-1200to2500_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M50_HT1200to2500"), ("nof_files", 3), ("nof_db_files", 15), ("nof_events", { 'Count' : [ 625517, ], 'CountWeighted' : [ 6.16875500e+05, 6.16866422e+05, 6.16902367e+05, ], 'CountWeightedLHEWeightScale' : [ 7.98131062e+05, 6.92124406e+05, 6.08051648e+05, 7.11485188e+05, 6.16875500e+05, 5.41877867e+05, 6.42044102e+05, 5.56582203e+05, 4.88846945e+05, ], 'CountWeightedLHEEnvelope' : [ 7.98481047e+05, 4.88663094e+05, ], 'CountWeightedFull' : [ 6.16875500e+05, 6.16866422e+05, 6.16902367e+05, ], 'CountWeightedFullLHEWeightScale' : [ 7.98131062e+05, 6.92124406e+05, 6.08051648e+05, 7.11485188e+05, 6.16875500e+05, 5.41877867e+05, 6.42044102e+05, 5.56582203e+05, 4.88846945e+05, ], 'CountWeightedFullLHEEnvelope' : [ 7.98481047e+05, 4.88663094e+05, ], 'CountWeightedL1PrefireNom' : [ 5.84590328e+05, 5.84576625e+05, 5.84638156e+05, ], 'CountWeightedL1Prefire' : [ 5.84590328e+05, 5.77551836e+05, 5.91652031e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 7.54941516e+05, 6.55552531e+05, 5.76606641e+05, 6.73359812e+05, 5.84590328e+05, 5.14124031e+05, 6.07927367e+05, 5.27696852e+05, 4.64013875e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 7.55293703e+05, 4.63823953e+05, ], 'CountWeightedFullL1PrefireNom' : [ 5.84590328e+05, 5.84576625e+05, 5.84638156e+05, ], 'CountWeightedFullL1Prefire' : [ 5.84590328e+05, 5.77551836e+05, 5.91652031e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 7.54941516e+05, 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'CountWeightedFull_LHENjet3' : [ 4.38290664e+04, 4.38299814e+04, 4.38595293e+04, ], 'CountWeightedFullLHEWeightScale_LHENjet3' : [ 5.49218789e+04, 4.86605107e+04, 4.35642588e+04, 4.94815684e+04, 4.38290664e+04, 3.92322539e+04, 4.50541064e+04, 3.98983081e+04, 3.57066157e+04, ], 'CountWeightedFullLHEEnvelope_LHENjet3' : [ 5.49481270e+04, 3.56915898e+04, ], 'CountWeightedL1PrefireNom_LHENjet3' : [ 4.24169941e+04, 4.24149971e+04, 4.24493457e+04, ], 'CountWeightedL1Prefire_LHENjet3' : [ 4.24169941e+04, 4.21065371e+04, 4.27280488e+04, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet3' : [ 5.30889512e+04, 4.70797686e+04, 4.21830391e+04, 4.78441846e+04, 4.24169941e+04, 3.79982729e+04, 4.35745088e+04, 3.86222173e+04, 3.45914971e+04, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet3' : [ 5.31153760e+04, 3.45761851e+04, ], 'CountWeightedFullL1PrefireNom_LHENjet3' : [ 4.24169941e+04, 4.24149971e+04, 4.24493457e+04, ], 'CountWeightedFullL1Prefire_LHENjet3' : [ 4.24169941e+04, 4.21065371e+04, 4.27280488e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet3' : [ 5.30889512e+04, 4.70797686e+04, 4.21830391e+04, 4.78441846e+04, 4.24169941e+04, 3.79982729e+04, 4.35745088e+04, 3.86222173e+04, 3.45914971e+04, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet3' : [ 5.31153760e+04, 3.45761851e+04, ], 'Count_LHENjet4' : [ 567954, ], 'CountWeighted_LHENjet4' : [ 5.60446445e+05, 5.60432117e+05, 5.60455664e+05, ], 'CountWeightedLHEWeightScale_LHENjet4' : [ 7.27876312e+05, 6.29575062e+05, 5.51820664e+05, 6.48098070e+05, 5.60446445e+05, 4.91161047e+05, 5.84254656e+05, 5.05150375e+05, 4.42625922e+05, ], 'CountWeightedLHEEnvelope_LHENjet4' : [ 7.28189656e+05, 4.42466047e+05, ], 'CountWeightedFull_LHENjet4' : [ 5.60446445e+05, 5.60432117e+05, 5.60455664e+05, ], 'CountWeightedFullLHEWeightScale_LHENjet4' : [ 7.27876312e+05, 6.29575062e+05, 5.51820664e+05, 6.48098070e+05, 5.60446445e+05, 4.91161047e+05, 5.84254656e+05, 5.05150375e+05, 4.42625922e+05, ], 'CountWeightedFullLHEEnvelope_LHENjet4' : [ 7.28189656e+05, 4.42466047e+05, ], 'CountWeightedL1PrefireNom_LHENjet4' : [ 5.29917609e+05, 5.29900570e+05, 5.29945781e+05, ], 'CountWeightedL1Prefire_LHENjet4' : [ 5.29917609e+05, 5.23264320e+05, 5.36593531e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 6.86950844e+05, 5.94964172e+05, 5.22096008e+05, 6.11997703e+05, 5.29917609e+05, 4.64945938e+05, 5.51970414e+05, 4.77852828e+05, 4.19185016e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 6.87266250e+05, 4.19019320e+05, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 5.29917609e+05, 5.29900570e+05, 5.29945781e+05, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 5.29917609e+05, 5.23264320e+05, 5.36593531e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 6.86950844e+05, 5.94964172e+05, 5.22096008e+05, 6.11997703e+05, 5.29917609e+05, 4.64945938e+05, 5.51970414e+05, 4.77852828e+05, 4.19185016e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 6.87266250e+05, 4.19019320e+05, ], }), ("nof_tree_events", 625517), ("nof_db_events", 625517), ("fsize_local", 5902094288), # 5.90GB, avg file size 1.97GB ("fsize_db", 41980141603), # 41.98GB, avg file size 2.80GB ("use_it", False), ("xsection", 0.22025), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M50_HT1200to2500"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYJetsToLL_M-50_HT-2500toInf_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYJetsToLL_M50_HT2500toInf"), ("nof_files", 2), ("nof_db_files", 10), ("nof_events", { 'Count' : [ 419308, ], 'CountWeighted' : [ 4.01301188e+05, 4.01240578e+05, 4.01303062e+05, ], 'CountWeightedLHEWeightScale' : [ 5.36839750e+05, 4.47826578e+05, 3.80161562e+05, 4.81067656e+05, 4.01301188e+05, 3.40661750e+05, 4.35595062e+05, 3.63355641e+05, 3.08456250e+05, ], 'CountWeightedLHEEnvelope' : [ 5.36756750e+05, 3.08546805e+05, ], 'CountWeightedFull' : [ 4.01301188e+05, 4.01240578e+05, 4.01303062e+05, ], 'CountWeightedFullLHEWeightScale' : [ 5.36839750e+05, 4.47826578e+05, 3.80161562e+05, 4.81067656e+05, 4.01301188e+05, 3.40661750e+05, 4.35595062e+05, 3.63355641e+05, 3.08456250e+05, ], 'CountWeightedFullLHEEnvelope' : [ 5.36756750e+05, 3.08546805e+05, ], 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'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 4.86373938e+05, 4.05118953e+05, 3.43445172e+05, 4.35638094e+05, 3.62839188e+05, 3.07590867e+05, 3.94299859e+05, 3.28390578e+05, 2.78381523e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 4.86288969e+05, 2.78473398e+05, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 3.62839188e+05, 3.62819484e+05, 3.62829953e+05, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 3.62839188e+05, 3.60095109e+05, 3.65556594e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 4.86373938e+05, 4.05118953e+05, 3.43445172e+05, 4.35638094e+05, 3.62839188e+05, 3.07590867e+05, 3.94299859e+05, 3.28390578e+05, 2.78381523e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 4.86288969e+05, 2.78473398e+05, ], }), ("nof_tree_events", 419308), ("nof_db_events", 419308), ("fsize_local", 4060505379), # 4.06GB, avg file size 2.03GB ("fsize_db", 30462850223), # 30.46GB, avg file size 3.05GB ("use_it", False), ("xsection", 0.004007), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYJetsToLL_M50_HT2500toInf"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYBBJetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYBBJetsToLL_M-50"), ("nof_files", 6), ("nof_db_files", 46), ("nof_events", { 'Count' : [ 2725626, ], 'CountWeighted' : [ 2.72376616e+06, 2.72400367e+06, 2.72320272e+06, ], 'CountWeightedLHEWeightScale' : [ 2.78045539e+06, 2.82241902e+06, 2.81621844e+06, 2.68040381e+06, 2.72376616e+06, 2.72003706e+06, 2.59845550e+06, 2.64302614e+06, 2.64126384e+06, ], 'CountWeightedLHEEnvelope' : [ 2.97219248e+06, 2.46222856e+06, ], 'CountWeightedFull' : [ 2.72376616e+06, 2.72400367e+06, 2.72320272e+06, ], 'CountWeightedFullLHEWeightScale' : [ 2.78045539e+06, 2.82241902e+06, 2.81621844e+06, 2.68040381e+06, 2.72376616e+06, 2.72003706e+06, 2.59845550e+06, 2.64302614e+06, 2.64126384e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.97219248e+06, 2.46222856e+06, ], 'CountWeightedL1PrefireNom' : [ 2.66003167e+06, 2.66011598e+06, 2.65973970e+06, ], 'CountWeightedL1Prefire' : [ 2.66003167e+06, 2.64389095e+06, 2.67564806e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.71218325e+06, 2.75577877e+06, 2.75165748e+06, 2.61517809e+06, 2.66003167e+06, 2.65821328e+06, 2.53570683e+06, 2.58162958e+06, 2.58167359e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.90111553e+06, 2.40521498e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.66003167e+06, 2.66011598e+06, 2.65973970e+06, ], 'CountWeightedFullL1Prefire' : [ 2.66003167e+06, 2.64389095e+06, 2.67564806e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.71218325e+06, 2.75577877e+06, 2.75165748e+06, 2.61517809e+06, 2.66003167e+06, 2.65821328e+06, 2.53570683e+06, 2.58162958e+06, 2.58167359e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.90111553e+06, 2.40521498e+06, ], }), ("nof_tree_events", 2725626), ("nof_db_events", 2725626), ("fsize_local", 13589867796), # 13.59GB, avg file size 2.26GB ("fsize_db", 133741432740), # 133.74GB, avg file size 2.91GB ("use_it", False), ("xsection", 14.6), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYBBJetsToLL_M-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/DYBBJetsToLL_M-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "DYBBJetsToLL_M-50_ext1"), ("nof_files", 5), ("nof_db_files", 121), ("nof_events", { 'Count' : [ 2375576, ], 'CountWeighted' : [ 2.37401262e+06, 2.37374678e+06, 2.37345275e+06, ], 'CountWeightedLHEWeightScale' : [ 2.42291984e+06, 2.45974766e+06, 2.45456106e+06, 2.33588138e+06, 2.37401262e+06, 2.37090912e+06, 2.26458969e+06, 2.30372797e+06, 2.30238938e+06, ], 'CountWeightedLHEEnvelope' : [ 2.59114975e+06, 2.14519347e+06, ], 'CountWeightedFull' : [ 2.37401262e+06, 2.37374678e+06, 2.37345275e+06, ], 'CountWeightedFullLHEWeightScale' : [ 2.42291984e+06, 2.45974766e+06, 2.45456106e+06, 2.33588138e+06, 2.37401262e+06, 2.37090912e+06, 2.26458969e+06, 2.30372797e+06, 2.30238938e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.59114975e+06, 2.14519347e+06, ], 'CountWeightedL1PrefireNom' : [ 2.31839609e+06, 2.31812284e+06, 2.31809947e+06, ], 'CountWeightedL1Prefire' : [ 2.31839609e+06, 2.30433375e+06, 2.33197838e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.36341834e+06, 2.40164438e+06, 2.39830484e+06, 2.27901162e+06, 2.31839609e+06, 2.31701594e+06, 2.20986412e+06, 2.25016150e+06, 2.25042953e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.52917881e+06, 2.09550041e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.31839609e+06, 2.31812284e+06, 2.31809947e+06, ], 'CountWeightedFullL1Prefire' : [ 2.31839609e+06, 2.30433375e+06, 2.33197838e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.36341834e+06, 2.40164438e+06, 2.39830484e+06, 2.27901162e+06, 2.31839609e+06, 2.31701594e+06, 2.20986412e+06, 2.25016150e+06, 2.25042953e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.52917881e+06, 2.09550041e+06, ], }), ("nof_tree_events", 2375576), ("nof_db_events", 2375576), ("fsize_local", 11874234034), # 11.87GB, avg file size 2.37GB ("fsize_db", 118040727435), # 118.04GB, avg file size 975.54MB ("use_it", False), ("xsection", 14.6), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/DYBBJetsToLL_M-50_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu"), ("nof_files", 119), ("nof_db_files", 471), ("nof_events", { 'Count' : [ 28855787, ], 'CountWeighted' : [ 1.97898242e+07, 1.97906593e+07, 1.97911879e+07, ], 'CountWeightedLHEEnvelope' : [ 1.97898242e+07, 1.97898242e+07, ], 'CountWeightedPSWeight' : [ 1.98326069e+07, 1.97943284e+07, 2.52363806e+07, 1.97324426e+07, 1.97789361e+07, 1.47813344e+07, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 2.88557155e+08, 2.88557304e+08, 2.88557304e+08, 2.88557160e+08, 2.88557304e+08, 2.88557154e+08, ], 'CountWeightedFull' : [ 4.97049056e+12, 4.96990735e+12, 4.97023673e+12, ], 'CountWeightedFullLHEEnvelope' : [ 4.97049056e+12, 4.97049056e+12, ], 'CountWeightedFullPSWeight' : [ 4.98099381e+12, 4.97135035e+12, 6.33810144e+12, 4.95582965e+12, 4.96748517e+12, 3.71236632e+12, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 7.24734284e+13, 7.24734284e+13, 7.24734284e+13, 7.24734284e+13, 7.24734284e+13, 7.24734284e+13, ], 'CountWeightedL1PrefireNom' : [ 1.96204462e+07, 1.96206711e+07, 1.96220880e+07, ], 'CountWeightedL1Prefire' : [ 1.96204462e+07, 1.95726652e+07, 1.96660763e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.96204462e+07, 1.96204462e+07, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.96629678e+07, 1.96242364e+07, 2.50160326e+07, 1.95634267e+07, 1.96108043e+07, 1.46590374e+07, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.85650672e+08, 2.85650819e+08, 2.85650819e+08, 2.85650677e+08, 2.85650819e+08, 2.85650671e+08, ], 'CountWeightedFullL1PrefireNom' : [ 4.92790936e+12, 4.92729889e+12, 4.92782195e+12, ], 'CountWeightedFullL1Prefire' : [ 4.92790936e+12, 4.91589043e+12, 4.93936235e+12, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.92790936e+12, 4.92790936e+12, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.93838987e+12, 4.92863338e+12, 6.28276352e+12, 4.91338323e+12, 4.92526031e+12, 3.68165320e+12, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 7.17428238e+13, 7.17428238e+13, 7.17428238e+13, 7.17428238e+13, 7.17428238e+13, 7.17428238e+13, ], }), ("nof_tree_events", 28855787), ("nof_db_events", 29131933), ("fsize_local", 80993080538), # 80.99GB, avg file size 680.61MB ("fsize_db", 1190337097038), # 1.19TB, avg file size 2.53GB ("use_it", False), ("xsection", 61526.7), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2022Sep22_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_0J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_0J"), ("nof_files", 654), ("nof_db_files", 2700), ("nof_events", { 'Count' : [ 161031394, ], 'CountWeighted' : [ 1.29178793e+08, 1.29188694e+08, 1.29172942e+08, ], 'CountWeightedLHEWeightScale' : [ 1.24270587e+08, 1.29451534e+08, 1.32223573e+08, 1.22764494e+08, 1.29178793e+08, 1.33164631e+08, 1.21547265e+08, 1.29022065e+08, 1.33974202e+08, ], 'CountWeightedLHEEnvelope' : [ 1.47465139e+08, 1.09361950e+08, ], 'CountWeightedFull' : [ 9.81376988e+12, 9.81392400e+12, 9.81409520e+12, ], 'CountWeightedFullLHEWeightScale' : [ 9.44067452e+12, 9.83430967e+12, 1.00448764e+13, 9.32624275e+12, 9.81376988e+12, 1.01163777e+13, 9.23378718e+12, 9.80171414e+12, 1.01778745e+13, ], 'CountWeightedFullLHEEnvelope' : [ 1.12027865e+13, 8.30809159e+12, ], 'CountWeightedL1PrefireNom' : [ 1.28356909e+08, 1.28362312e+08, 1.28354974e+08, ], 'CountWeightedL1Prefire' : [ 1.28356909e+08, 1.28112709e+08, 1.28589388e+08, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.23478769e+08, 1.28624270e+08, 1.31375297e+08, 1.21984847e+08, 1.28356909e+08, 1.32315265e+08, 1.20777472e+08, 1.28204303e+08, 1.33123648e+08, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.46525716e+08, 1.08666063e+08, ], 'CountWeightedFullL1PrefireNom' : [ 9.75131168e+12, 9.75118934e+12, 9.75181109e+12, ], 'CountWeightedFullL1Prefire' : [ 9.75131168e+12, 9.73272584e+12, 9.76895921e+12, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 9.38052430e+12, 9.77146176e+12, 9.98043215e+12, 9.26701883e+12, 9.75131168e+12, 1.00518494e+13, 9.17530960e+12, 9.73957782e+12, 1.01132571e+13, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.11314171e+13, 8.25522782e+12, ], }), ("nof_tree_events", 161031394), ("nof_db_events", 180935349), ("fsize_local", 396999334239), # 397.00GB, avg file size 607.03MB ("fsize_db", 7052897110538), # 7.05TB, avg file size 2.61GB ("use_it", False), ("xsection", 50062.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2022Sep22_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_0J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_1J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_1J"), ("nof_files", 349), ("nof_db_files", 1096), ("nof_events", { 'Count' : [ 86456622, ], 'CountWeighted' : [ 3.96154531e+07, 3.96160244e+07, 3.96174802e+07, ], 'CountWeightedLHEWeightScale' : [ 4.18605878e+07, 4.30336862e+07, 4.41767270e+07, 3.81694912e+07, 3.96154531e+07, 4.08527172e+07, 3.52006256e+07, 3.67889220e+07, 3.80860562e+07, ], 'CountWeightedLHEEnvelope' : [ 4.86226380e+07, 3.18754714e+07, ], 'CountWeightedFull' : [ 3.91078918e+12, 3.91065751e+12, 3.91099778e+12, ], 'CountWeightedFullLHEWeightScale' : [ 4.13238139e+12, 4.24818690e+12, 4.36102502e+12, 3.76800573e+12, 3.91078918e+12, 4.03288559e+12, 3.47492509e+12, 3.63171758e+12, 3.75976931e+12, ], 'CountWeightedFullLHEEnvelope' : [ 4.79991529e+12, 3.14667425e+12, ], 'CountWeightedL1PrefireNom' : [ 3.90511966e+07, 3.90502733e+07, 3.90543832e+07, ], 'CountWeightedL1Prefire' : [ 3.90511966e+07, 3.89011832e+07, 3.91944648e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 4.12686154e+07, 4.24259488e+07, 4.35521915e+07, 3.76237704e+07, 3.90511966e+07, 4.02715329e+07, 3.46933505e+07, 3.62616570e+07, 3.75418854e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.79332344e+07, 3.14195417e+07, ], 'CountWeightedFullL1PrefireNom' : [ 3.85508217e+12, 3.85484163e+12, 3.85539207e+12, ], 'CountWeightedFullL1Prefire' : [ 3.85508217e+12, 3.84026248e+12, 3.86921882e+12, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.07394332e+12, 4.18819271e+12, 4.29937216e+12, 3.71413319e+12, 3.85508217e+12, 3.97551348e+12, 3.42484796e+12, 3.57966769e+12, 3.70604983e+12, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.73185911e+12, 3.10166605e+12, ], }), ("nof_tree_events", 86456622), ("nof_db_events", 89838274), ("fsize_local", 288298241980), # 288.30GB, avg file size 826.07MB ("fsize_db", 3773000427129), # 3.77TB, avg file size 3.44GB ("use_it", False), ("xsection", 8331.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2022Sep22_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_1J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_1J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_1J_ext1"), ("nof_files", 699), ("nof_db_files", 2764), ("nof_events", { 'Count' : [ 169914803, ], 'CountWeighted' : [ 7.77415851e+07, 7.77416028e+07, 7.77453334e+07, ], 'CountWeightedLHEWeightScale' : [ 8.21682590e+07, 8.44547072e+07, 8.66839039e+07, 7.49168613e+07, 7.77415851e+07, 8.01586849e+07, 6.90856712e+07, 7.21939266e+07, 7.47282854e+07, ], 'CountWeightedLHEEnvelope' : [ 9.54399285e+07, 6.25365417e+07, ], 'CountWeightedFull' : [ 7.67465071e+12, 7.67442700e+12, 7.67476434e+12, ], 'CountWeightedFullLHEWeightScale' : [ 8.11146196e+12, 8.33717516e+12, 8.55723489e+12, 7.39562154e+12, 7.67465071e+12, 7.91308206e+12, 6.81998037e+12, 7.12681952e+12, 7.37700607e+12, ], 'CountWeightedFullLHEEnvelope' : [ 9.42161179e+12, 6.17346481e+12, ], 'CountWeightedL1PrefireNom' : [ 7.66369031e+07, 7.66347871e+07, 7.66416060e+07, ], 'CountWeightedL1Prefire' : [ 7.66369031e+07, 7.63428350e+07, 7.69174416e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 8.10089225e+07, 8.32641893e+07, 8.54602659e+07, 7.38483061e+07, 7.66369031e+07, 7.90202764e+07, 6.80925371e+07, 7.11614769e+07, 7.36625441e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.40895031e+07, 6.16439039e+07, ], 'CountWeightedFullL1PrefireNom' : [ 7.56554596e+12, 7.56515048e+12, 7.56582466e+12, ], 'CountWeightedFullL1Prefire' : [ 7.56554596e+12, 7.53651494e+12, 7.59326402e+12, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 7.99701533e+12, 8.21964938e+12, 8.43644069e+12, 7.29013655e+12, 7.56554596e+12, 7.80070125e+12, 6.72194068e+12, 7.02489937e+12, 7.27179822e+12, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.28830061e+12, 6.08534630e+12, ], }), ("nof_tree_events", 169914803), ("nof_db_events", 169914803), ("fsize_local", 566555315401), # 566.56GB, avg file size 810.52MB ("fsize_db", 7166491918506), # 7.17TB, avg file size 2.59GB ("use_it", False), ("xsection", 8331.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2022Sep22_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_1J_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_2J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_2J"), ("nof_files", 384), ("nof_db_files", 1105), ("nof_events", { 'Count' : [ 95200696, ], 'CountWeighted' : [ 2.90274259e+07, 2.90296905e+07, 2.90241800e+07, ], 'CountWeightedLHEEnvelope' : [ 2.90274259e+07, 2.90274259e+07, ], 'CountWeightedFull' : [ 2.35651861e+12, 2.35667855e+12, 2.35621436e+12, ], 'CountWeightedFullLHEEnvelope' : [ 2.35651861e+12, 2.35651861e+12, ], 'CountWeightedL1PrefireNom' : [ 2.82350854e+07, 2.82360493e+07, 2.82329715e+07, ], 'CountWeightedL1Prefire' : [ 2.82350854e+07, 2.80363995e+07, 2.84278054e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.82350854e+07, 2.82350854e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.29218799e+12, 2.29224701e+12, 2.29198915e+12, ], 'CountWeightedFullL1Prefire' : [ 2.29218799e+12, 2.27605321e+12, 2.30782401e+12, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.29218799e+12, 2.29218799e+12, ], }), ("nof_tree_events", 95200696), ("nof_db_events", 98285948), ("fsize_local", 417846359986), # 417.85GB, avg file size 1.09GB ("fsize_db", 4136628104962), # 4.14TB, avg file size 3.74GB ("use_it", False), ("xsection", 3133.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2022Sep22_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_2J"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_2J_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_2J_ext1"), ("nof_files", 398), ("nof_db_files", 1628), ("nof_events", { 'Count' : [ 98051568, ], 'CountWeighted' : [ 2.99301569e+07, 2.99299846e+07, 2.99303181e+07, ], 'CountWeightedLHEEnvelope' : [ 2.99301569e+07, 2.99301569e+07, ], 'CountWeightedFull' : [ 2.42975159e+12, 2.42976214e+12, 2.42970364e+12, ], 'CountWeightedFullLHEEnvelope' : [ 2.42975159e+12, 2.42975159e+12, ], 'CountWeightedL1PrefireNom' : [ 2.91137783e+07, 2.91123241e+07, 2.91151388e+07, ], 'CountWeightedL1Prefire' : [ 2.91137783e+07, 2.89090677e+07, 2.93122841e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.91137783e+07, 2.91137783e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.36348796e+12, 2.36338593e+12, 2.36355671e+12, ], 'CountWeightedFullL1Prefire' : [ 2.36348796e+12, 2.34687017e+12, 2.37959857e+12, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.36348796e+12, 2.36348796e+12, ], }), ("nof_tree_events", 98051568), ("nof_db_events", 101158373), ("fsize_local", 430273278893), # 430.27GB, avg file size 1.08GB ("fsize_db", 4276803546541), # 4.28TB, avg file size 2.63GB ("use_it", False), ("xsection", 3133.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2022Sep22_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_2J_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_madgraphMLM"), ("nof_files", 61), ("nof_db_files", 490), ("nof_events", { 'Count' : [ 30008250, ], 'CountWeighted' : [ 2.99838428e+07, 2.99814125e+07, 2.99804535e+07, ], 'CountWeightedLHEWeightScale' : [ 2.63878030e+07, 3.01210324e+07, 3.34623682e+07, 2.62559834e+07, 2.99838428e+07, 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6.48418670e+02, 7.62588578e+02, 6.60917404e+02, 5.80397249e+02, ], 'CountWeightedLHEEnvelope_LHENjet4_LHEHT1200to2500' : [ 9.64000581e+02, 5.80412905e+02, ], 'CountWeightedFull_LHENjet4_LHEHT1200to2500' : [ 7.38361296e+02, 7.39627267e+02, 7.37593232e+02, ], 'CountWeightedFullLHEWeightScale_LHENjet4_LHEHT1200to2500' : [ 9.63960709e+02, 8.35476115e+02, 7.33714568e+02, 8.51926274e+02, 7.38361296e+02, 6.48418670e+02, 7.62588578e+02, 6.60917404e+02, 5.80397249e+02, ], 'CountWeightedFullLHEEnvelope_LHENjet4_LHEHT1200to2500' : [ 9.64000581e+02, 5.80412905e+02, ], 'CountWeightedL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 7.07192141e+02, 7.08592387e+02, 7.06521723e+02, ], 'CountWeightedL1Prefire_LHENjet4_LHEHT1200to2500' : [ 7.07192141e+02, 7.00073968e+02, 7.14205289e+02, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT1200to2500' : [ 9.21892755e+02, 8.00163395e+02, 7.03545594e+02, 8.14812140e+02, 7.07192141e+02, 6.21779732e+02, 7.29429520e+02, 6.33058020e+02, 5.56579046e+02, ], 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'CountWeightedLHEEnvelope_LHENjet4_LHEHT2500toInf' : [ 1.25475200e+01, 7.24027421e+00, ], 'CountWeightedFull_LHENjet4_LHEHT2500toInf' : [ 9.41217850e+00, 9.73332387e+00, 8.84469432e+00, ], 'CountWeightedFullLHEWeightScale_LHENjet4_LHEHT2500toInf' : [ 1.25475200e+01, 1.05285822e+01, 8.98876123e+00, 1.12313464e+01, 9.41217850e+00, 8.02699444e+00, 1.01520456e+01, 8.49801286e+00, 7.24027421e+00, ], 'CountWeightedFullLHEEnvelope_LHENjet4_LHEHT2500toInf' : [ 1.25475200e+01, 7.24027421e+00, ], 'CountWeightedL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 9.38360424e+00, 9.69909513e+00, 8.81915639e+00, ], 'CountWeightedL1Prefire_LHENjet4_LHEHT2500toInf' : [ 9.38360424e+00, 9.36873071e+00, 9.39497019e+00, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 1.25081885e+01, 1.04977601e+01, 8.96399035e+00, 1.11948832e+01, 9.38360424e+00, 8.00402915e+00, 1.01180557e+01, 8.47137593e+00, 7.21886604e+00, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 1.25081885e+01, 7.21886604e+00, ], 'CountWeightedFullL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 9.38360424e+00, 9.69909513e+00, 8.81915639e+00, ], 'CountWeightedFullL1Prefire_LHENjet4_LHEHT2500toInf' : [ 9.38360424e+00, 9.36873071e+00, 9.39497019e+00, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 1.25081885e+01, 1.04977601e+01, 8.96399035e+00, 1.11948832e+01, 9.38360424e+00, 8.00402915e+00, 1.01180557e+01, 8.47137593e+00, 7.21886604e+00, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4_LHEHT2500toInf' : [ 1.25081885e+01, 7.21886604e+00, ], }), ("nof_tree_events", 30008250), ("nof_db_events", 30008250), ("fsize_local", 79379525900), # 79.38GB, avg file size 1.30GB ("fsize_db", 1182942851062), # 1.18TB, avg file size 2.41GB ("use_it", True), ("xsection", 61526.7), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_madgraphMLM"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_madgraphMLM_ext1"), ("nof_files", 90), ("nof_db_files", 746), ("nof_events", { 'Count' : [ 44627200, ], 'CountWeighted' : [ 4.45860249e+07, 4.45883948e+07, 4.45867062e+07, ], 'CountWeightedLHEWeightScale' : [ 3.92399510e+07, 4.47889817e+07, 4.97643826e+07, 3.90450705e+07, 4.45860249e+07, 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IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_madgraphMLM_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/W1JetsToLNu_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "W1JetsToLNu"), ("nof_files", 110), ("nof_db_files", 801), ("nof_events", { 'Count' : [ 54147812, ], 'CountWeighted' : [ 5.41101789e+07, 5.41085530e+07, 5.41015109e+07, ], 'CountWeightedLHEWeightScale' : [ 4.72349847e+07, 5.46442943e+07, 6.08762335e+07, 4.67343809e+07, 5.41101789e+07, 6.03150083e+07, 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'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 3.03081910e+02, 2.06178450e+02, ], 'CountWeightedFullL1PrefireNom_LHEHT1200to2500' : [ 2.47871940e+02, 2.52135881e+02, 2.43237414e+02, ], 'CountWeightedFullL1Prefire_LHEHT1200to2500' : [ 2.47871940e+02, 2.46789525e+02, 2.48956730e+02, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 3.03011211e+02, 2.75100450e+02, 2.51447266e+02, 2.73014752e+02, 2.47871940e+02, 2.26566449e+02, 2.48476917e+02, 2.25593515e+02, 2.06204243e+02, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 3.03081910e+02, 2.06178450e+02, ], 'Count_LHEHT2500toInf' : [ 2, ], 'CountWeighted_LHEHT2500toInf' : [ 2.10151392e+00, 1.98064715e+00, 2.22568458e+00, ], 'CountWeightedLHEWeightScale_LHEHT2500toInf' : [ 2.66631699e+00, 2.36502445e+00, 2.11494190e+00, 2.36958742e+00, 2.10151392e+00, 1.87901562e+00, 2.12862724e+00, 1.88756728e+00, 1.68746954e+00, ], 'CountWeightedLHEEnvelope_LHEHT2500toInf' : [ 2.66631699e+00, 1.68746954e+00, ], 'CountWeightedFull_LHEHT2500toInf' : [ 2.10151392e+00, 1.98064715e+00, 2.22568458e+00, ], 'CountWeightedFullLHEWeightScale_LHEHT2500toInf' : [ 2.66631699e+00, 2.36502445e+00, 2.11494190e+00, 2.36958742e+00, 2.10151392e+00, 1.87901562e+00, 2.12862724e+00, 1.88756728e+00, 1.68746954e+00, ], 'CountWeightedFullLHEEnvelope_LHEHT2500toInf' : [ 2.66631699e+00, 1.68746954e+00, ], 'CountWeightedL1PrefireNom_LHEHT2500toInf' : [ 2.10151392e+00, 1.98064715e+00, 2.22568458e+00, ], 'CountWeightedL1Prefire_LHEHT2500toInf' : [ 2.10151392e+00, 2.10151392e+00, 2.10151392e+00, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 2.66631699e+00, 2.36502445e+00, 2.11494190e+00, 2.36958742e+00, 2.10151392e+00, 1.87901562e+00, 2.12862724e+00, 1.88756728e+00, 1.68746954e+00, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 2.66631699e+00, 1.68746954e+00, ], 'CountWeightedFullL1PrefireNom_LHEHT2500toInf' : [ 2.10151392e+00, 1.98064715e+00, 2.22568458e+00, ], 'CountWeightedFullL1Prefire_LHEHT2500toInf' : [ 2.10151392e+00, 2.10151392e+00, 2.10151392e+00, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 2.66631699e+00, 2.36502445e+00, 2.11494190e+00, 2.36958742e+00, 2.10151392e+00, 1.87901562e+00, 2.12862724e+00, 1.88756728e+00, 1.68746954e+00, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 2.66631699e+00, 1.68746954e+00, ], }), ("nof_tree_events", 32368249), ("nof_db_events", 32368249), ("fsize_local", 119695929697), # 119.70GB, avg file size 1.81GB ("fsize_db", 1391019305711), # 1.39TB, avg file size 2.66GB ("use_it", False), ("xsection", 3252.49), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/W2JetsToLNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/W3JetsToLNu_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "W3JetsToLNu"), ("nof_files", 40), ("nof_db_files", 250), ("nof_events", { 'Count' : [ 19700377, ], 'CountWeighted' : [ 1.96668330e+07, 1.96663579e+07, 1.96735715e+07, ], 'CountWeightedLHEWeightScale' : [ 2.00328850e+07, 2.05835666e+07, 2.07743225e+07, 1.91318243e+07, 1.96668330e+07, 1.98575272e+07, 1.83982779e+07, 1.89225536e+07, 1.91110100e+07, ], 'CountWeightedLHEEnvelope' : [ 2.14196787e+07, 1.78548725e+07, ], 'CountWeightedFull' : [ 1.96668330e+07, 1.96663579e+07, 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'Count_LHEHT600to800' : [ 36157, ], 'CountWeighted_LHEHT600to800' : [ 3.59455347e+04, 3.59494980e+04, 3.59167822e+04, ], 'CountWeightedLHEWeightScale_LHEHT600to800' : [ 4.34487650e+04, 4.00112071e+04, 3.70096129e+04, 3.90532835e+04, 3.59455347e+04, 3.32355320e+04, 3.55373197e+04, 3.26946188e+04, 3.02182387e+04, ], 'CountWeightedLHEEnvelope_LHEHT600to800' : [ 4.35005007e+04, 3.01950666e+04, ], 'CountWeightedFull_LHEHT600to800' : [ 3.59455347e+04, 3.59494980e+04, 3.59167822e+04, ], 'CountWeightedFullLHEWeightScale_LHEHT600to800' : [ 4.34487650e+04, 4.00112071e+04, 3.70096129e+04, 3.90532835e+04, 3.59455347e+04, 3.32355320e+04, 3.55373197e+04, 3.26946188e+04, 3.02182387e+04, ], 'CountWeightedFullLHEEnvelope_LHEHT600to800' : [ 4.35005007e+04, 3.01950666e+04, ], 'CountWeightedL1PrefireNom_LHEHT600to800' : [ 3.35890125e+04, 3.35870931e+04, 3.35690684e+04, ], 'CountWeightedL1Prefire_LHEHT600to800' : [ 3.35890125e+04, 3.30959239e+04, 3.40867640e+04, ], 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'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT800to1200' : [ 1.35682193e+04, 9.14611522e+03, ], 'CountWeightedFullL1PrefireNom_LHEHT800to1200' : [ 1.10404694e+04, 1.10189843e+04, 1.10560763e+04, ], 'CountWeightedFullL1Prefire_LHEHT800to1200' : [ 1.10404694e+04, 1.09319693e+04, 1.11491203e+04, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT800to1200' : [ 1.35568688e+04, 1.23139446e+04, 1.12598218e+04, 1.21590498e+04, 1.10404694e+04, 1.00925259e+04, 1.10338398e+04, 1.00154768e+04, 9.15307454e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT800to1200' : [ 1.35682193e+04, 9.14611522e+03, ], 'Count_LHEHT1200to2500' : [ 1674, ], 'CountWeighted_LHEHT1200to2500' : [ 1.65464819e+03, 1.65277669e+03, 1.65920887e+03, ], 'CountWeightedLHEWeightScale_LHEHT1200to2500' : [ 2.08042567e+03, 1.84763224e+03, 1.65743203e+03, 1.86322456e+03, 1.65464819e+03, 1.48426489e+03, 1.68697511e+03, 1.49803869e+03, 1.34372877e+03, ], 'CountWeightedLHEEnvelope_LHEHT1200to2500' : [ 2.08159232e+03, 1.34318452e+03, ], 'CountWeightedFull_LHEHT1200to2500' : [ 1.65464819e+03, 1.65277669e+03, 1.65920887e+03, ], 'CountWeightedFullLHEWeightScale_LHEHT1200to2500' : [ 2.08042567e+03, 1.84763224e+03, 1.65743203e+03, 1.86322456e+03, 1.65464819e+03, 1.48426489e+03, 1.68697511e+03, 1.49803869e+03, 1.34372877e+03, ], 'CountWeightedFullLHEEnvelope_LHEHT1200to2500' : [ 2.08159232e+03, 1.34318452e+03, ], 'CountWeightedL1PrefireNom_LHEHT1200to2500' : [ 1.61881233e+03, 1.61717711e+03, 1.62383153e+03, ], 'CountWeightedL1Prefire_LHEHT1200to2500' : [ 1.61881233e+03, 1.61079075e+03, 1.62679210e+03, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 2.03311832e+03, 1.80701542e+03, 1.62210504e+03, 1.82148344e+03, 1.61881233e+03, 1.45309874e+03, 1.64966567e+03, 1.46600924e+03, 1.31587509e+03, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 2.03434060e+03, 1.31529575e+03, ], 'CountWeightedFullL1PrefireNom_LHEHT1200to2500' : [ 1.61881233e+03, 1.61717711e+03, 1.62383153e+03, ], 'CountWeightedFullL1Prefire_LHEHT1200to2500' : [ 1.61881233e+03, 1.61079075e+03, 1.62679210e+03, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT1200to2500' : [ 2.03311832e+03, 1.80701542e+03, 1.62210504e+03, 1.82148344e+03, 1.61881233e+03, 1.45309874e+03, 1.64966567e+03, 1.46600924e+03, 1.31587509e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT1200to2500' : [ 2.03434060e+03, 1.31529575e+03, ], 'Count_LHEHT2500toInf' : [ 22, ], 'CountWeighted_LHEHT2500toInf' : [ 2.17315357e+01, 2.09447798e+01, 2.26024849e+01, ], 'CountWeightedLHEWeightScale_LHEHT2500toInf' : [ 2.85273988e+01, 2.42026996e+01, 2.08513309e+01, 2.55803962e+01, 2.17315357e+01, 1.87432971e+01, 2.31610258e+01, 1.97002902e+01, 1.70085104e+01, ], 'CountWeightedLHEEnvelope_LHEHT2500toInf' : [ 2.85273988e+01, 1.70085104e+01, ], 'CountWeightedFull_LHEHT2500toInf' : [ 2.17315357e+01, 2.09447798e+01, 2.26024849e+01, ], 'CountWeightedFullLHEWeightScale_LHEHT2500toInf' : [ 2.85273988e+01, 2.42026996e+01, 2.08513309e+01, 2.55803962e+01, 2.17315357e+01, 1.87432971e+01, 2.31610258e+01, 1.97002902e+01, 1.70085104e+01, ], 'CountWeightedFullLHEEnvelope_LHEHT2500toInf' : [ 2.85273988e+01, 1.70085104e+01, ], 'CountWeightedL1PrefireNom_LHEHT2500toInf' : [ 2.16159065e+01, 2.08111037e+01, 2.25080411e+01, ], 'CountWeightedL1Prefire_LHEHT2500toInf' : [ 2.16159065e+01, 2.15795474e+01, 2.16523128e+01, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 2.83743899e+01, 2.40751212e+01, 2.07431670e+01, 2.54420099e+01, 2.16159065e+01, 1.86450981e+01, 2.30347601e+01, 1.95945871e+01, 1.69186060e+01, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 2.83743899e+01, 1.69186060e+01, ], 'CountWeightedFullL1PrefireNom_LHEHT2500toInf' : [ 2.16159065e+01, 2.08111037e+01, 2.25080411e+01, ], 'CountWeightedFullL1Prefire_LHEHT2500toInf' : [ 2.16159065e+01, 2.15795474e+01, 2.16523128e+01, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHEHT2500toInf' : [ 2.83743899e+01, 2.40751212e+01, 2.07431670e+01, 2.54420099e+01, 2.16159065e+01, 1.86450981e+01, 2.30347601e+01, 1.95945871e+01, 1.69186060e+01, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHEHT2500toInf' : [ 2.83743899e+01, 1.69186060e+01, ], }), ("nof_tree_events", 19700377), ("nof_db_events", 19700377), ("fsize_local", 87141810349), # 87.14GB, avg file size 2.18GB ("fsize_db", 868954430671), # 868.95GB, avg file size 3.48GB ("use_it", False), ("xsection", 1153.42), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/W3JetsToLNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/W4JetsToLNu_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "W4JetsToLNu"), ("nof_files", 23), ("nof_db_files", 185), ("nof_events", { 'Count' : [ 11103685, ], 'CountWeighted' : [ 1.10721515e+07, 1.10728770e+07, 1.10742422e+07, ], 'CountWeightedLHEWeightScale' : [ 1.22171698e+07, 1.17641622e+07, 1.12709168e+07, 1.14923847e+07, 1.10721515e+07, 1.06136248e+07, 1.09107564e+07, 1.05181897e+07, 1.00857601e+07, ], 'CountWeightedLHEEnvelope' : [ 1.24937947e+07, 9.85063162e+06, ], 'CountWeightedFull' : [ 1.10721515e+07, 1.10728770e+07, 1.10742422e+07, ], 'CountWeightedFullLHEWeightScale' : [ 1.22171698e+07, 1.17641622e+07, 1.12709168e+07, 1.14923847e+07, 1.10721515e+07, 1.06136248e+07, 1.09107564e+07, 1.05181897e+07, 1.00857601e+07, ], 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], }), ("nof_tree_events", 11103685), ("nof_db_events", 11103685), ("fsize_local", 63361562765), # 63.36GB, avg file size 2.75GB ("fsize_db", 544022661408), # 544.02GB, avg file size 2.94GB ("use_it", False), ("xsection", 634.05), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/W4JetsToLNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) 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"*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_HT-200To400_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_HT200To400"), ("nof_files", 43), ("nof_db_files", 400), ("nof_events", { 'Count' : [ 21250517, ], 'CountWeighted' : [ 2.11917228e+07, 2.11902161e+07, 2.11868707e+07, ], 'CountWeightedLHEWeightScale' : [ 2.35332858e+07, 2.26696090e+07, 2.17513899e+07, 2.20003778e+07, 2.11917228e+07, 2.03318975e+07, 2.07730694e+07, 2.00085800e+07, 1.91954853e+07, ], 'CountWeightedLHEEnvelope' : [ 2.38158248e+07, 1.89836777e+07, ], 'CountWeightedFull' : [ 2.11917228e+07, 2.11902161e+07, 2.11868707e+07, ], 'CountWeightedFullLHEWeightScale' : [ 2.35332858e+07, 2.26696090e+07, 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1.03510260e+07, ], 'CountWeightedL1Prefire_LHENjet4' : [ 1.03502895e+07, 1.02231001e+07, 1.04756941e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.16408164e+07, 1.10705628e+07, 1.05006393e+07, 1.08836414e+07, 1.03502895e+07, 9.81715392e+06, 1.02780145e+07, 9.77439005e+06, 9.27051642e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 1.17673876e+07, 9.17450759e+06, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 1.03502895e+07, 1.03492878e+07, 1.03510260e+07, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 1.03502895e+07, 1.02231001e+07, 1.04756941e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.16408164e+07, 1.10705628e+07, 1.05006393e+07, 1.08836414e+07, 1.03502895e+07, 9.81715392e+06, 1.02780145e+07, 9.77439005e+06, 9.27051642e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 1.17673876e+07, 9.17450759e+06, ], }), ("nof_tree_events", 21250517), ("nof_db_events", 21250517), ("fsize_local", 126623117788), # 126.62GB, avg file size 2.94GB ("fsize_db", 1058111782457), # 1.06TB, avg file size 2.65GB ("use_it", False), ("xsection", 477.96), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_HT200To400"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_HT-400To600_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), 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'CountWeightedFullL1PrefireNom_LHENjet4' : [ 9.60539234e+06, 9.60446598e+06, 9.60681930e+06, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 9.60539234e+06, 9.42435206e+06, 9.78696461e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.15735878e+07, 1.06580070e+07, 9.85028991e+06, 1.04341298e+07, 9.60539234e+06, 8.87483183e+06, 9.53483247e+06, 8.77484994e+06, 8.10511609e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 1.16011087e+07, 8.08938031e+06, ], }), ("nof_tree_events", 14313274), ("nof_db_events", 14313274), ("fsize_local", 105245406380), # 105.25GB, avg file size 3.63GB ("fsize_db", 780224610750), # 780.22GB, avg file size 2.48GB ("use_it", False), ("xsection", 67.441), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_HT400To600"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_HT-600To800_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_HT600To800"), ("nof_files", 44), ("nof_db_files", 488), ("nof_events", { 'Count' : [ 21709087, ], 'CountWeighted' : [ 2.15827509e+07, 2.15834621e+07, 2.15797609e+07, ], 'CountWeightedLHEWeightScale' : [ 2.66086623e+07, 2.41149546e+07, 2.19997070e+07, 2.38207038e+07, 2.15827509e+07, 1.96842053e+07, 2.16042279e+07, 1.95682678e+07, 1.78432496e+07, ], 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1.10994557e+06, 1.03731376e+06, 9.72589450e+05, 1.01882920e+06, 9.51709143e+05, 8.91948907e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet2' : [ 1.22322776e+06, 8.91633115e+05, ], 'CountWeightedFullL1PrefireNom_LHENjet2' : [ 1.03731376e+06, 1.03707438e+06, 1.03746730e+06, ], 'CountWeightedFullL1Prefire_LHENjet2' : [ 1.03731376e+06, 1.02385002e+06, 1.05094195e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet2' : [ 1.22233733e+06, 1.14294599e+06, 1.07208977e+06, 1.10994557e+06, 1.03731376e+06, 9.72589450e+05, 1.01882920e+06, 9.51709143e+05, 8.91948907e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet2' : [ 1.22322776e+06, 8.91633115e+05, ], 'Count_LHENjet3' : [ 3111270, ], 'CountWeighted_LHENjet3' : [ 3.09180476e+06, 3.09207091e+06, 3.09144873e+06, ], 'CountWeightedLHEWeightScale_LHENjet3' : [ 3.72599088e+06, 3.43372106e+06, 3.17825046e+06, 3.35646502e+06, 3.09180476e+06, 2.86068036e+06, 3.05978459e+06, 2.81731496e+06, 2.60579721e+06, ], 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'CountWeightedFullL1Prefire_LHENjet3' : [ 2.88740839e+06, 2.84478896e+06, 2.93046141e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet3' : [ 3.47069629e+06, 3.20493702e+06, 2.97163749e+06, 3.12835207e+06, 2.88740839e+06, 2.67613264e+06, 2.85337499e+06, 2.63241294e+06, 2.43886633e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet3' : [ 3.47603879e+06, 2.43591461e+06, ], 'Count_LHENjet4' : [ 17477510, ], 'CountWeighted_LHENjet4' : [ 1.73768630e+07, 1.73753901e+07, 1.73750128e+07, ], 'CountWeightedLHEWeightScale_LHENjet4' : [ 2.15670806e+07, 1.94537513e+07, 1.76720439e+07, 1.92701214e+07, 1.73768630e+07, 1.57810563e+07, 1.74486344e+07, 1.57296883e+07, 1.42816531e+07, ], 'CountWeightedLHEEnvelope_LHENjet4' : [ 2.15875908e+07, 1.42708322e+07, ], 'CountWeightedFull_LHENjet4' : [ 1.73768630e+07, 1.73753901e+07, 1.73750128e+07, ], 'CountWeightedFullLHEWeightScale_LHENjet4' : [ 2.15670806e+07, 1.94537513e+07, 1.76720439e+07, 1.92701214e+07, 1.73768630e+07, 1.57810563e+07, 1.74486344e+07, 1.57296883e+07, 1.42816531e+07, ], 'CountWeightedFullLHEEnvelope_LHENjet4' : [ 2.15875908e+07, 1.42708322e+07, ], 'CountWeightedL1PrefireNom_LHENjet4' : [ 1.59807096e+07, 1.59782861e+07, 1.59812194e+07, ], 'CountWeightedL1Prefire_LHENjet4' : [ 1.59807096e+07, 1.56840320e+07, 1.62795321e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.97748055e+07, 1.78804985e+07, 1.62761013e+07, 1.76794295e+07, 1.59807096e+07, 1.45426525e+07, 1.60167112e+07, 1.44733646e+07, 1.31673597e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 1.97944650e+07, 1.31569206e+07, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 1.59807096e+07, 1.59782861e+07, 1.59812194e+07, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 1.59807096e+07, 1.56840320e+07, 1.62795321e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 1.97748055e+07, 1.78804985e+07, 1.62761013e+07, 1.76794295e+07, 1.59807096e+07, 1.45426525e+07, 1.60167112e+07, 1.44733646e+07, 1.31673597e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 1.97944650e+07, 1.31569206e+07, ], }), ("nof_tree_events", 21709087), ("nof_db_events", 21709087), ("fsize_local", 172735101058), # 172.74GB, avg file size 3.93GB ("fsize_db", 1256446599197), # 1.26TB, avg file size 2.57GB ("use_it", False), ("xsection", 15.096), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_HT600To800"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_HT-800To1200_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_HT800To1200"), ("nof_files", 41), ("nof_db_files", 488), ("nof_events", { 'Count' : [ 20432728, ], 'CountWeighted' : [ 2.02740198e+07, 2.02750995e+07, 2.02693883e+07, ], 'CountWeightedLHEWeightScale' : [ 2.54844118e+07, 2.26991679e+07, 2.04062670e+07, 2.27654457e+07, 2.02740198e+07, 1.82220016e+07, 2.05905001e+07, 1.83325106e+07, 1.64748401e+07, ], 'CountWeightedLHEEnvelope' : [ 2.54967748e+07, 1.64689335e+07, ], 'CountWeightedFull' : [ 2.02740198e+07, 2.02750995e+07, 2.02693883e+07, ], 'CountWeightedFullLHEWeightScale' : [ 2.54844118e+07, 2.26991679e+07, 2.04062670e+07, 2.27654457e+07, 2.02740198e+07, 1.82220016e+07, 2.05905001e+07, 1.83325106e+07, 1.64748401e+07, ], 'CountWeightedFullLHEEnvelope' : [ 2.54967748e+07, 1.64689335e+07, ], 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4.02150756e+03, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet1' : [ 5.74316522e+03, 4.02169839e+03, ], 'CountWeightedFullL1PrefireNom_LHENjet1' : [ 4.77764481e+03, 4.78699759e+03, 4.76570320e+03, ], 'CountWeightedFullL1Prefire_LHENjet1' : [ 4.77764481e+03, 4.77594621e+03, 4.77923463e+03, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet1' : [ 5.74336343e+03, 5.14174453e+03, 4.63379228e+03, 5.33670536e+03, 4.77764481e+03, 4.30562933e+03, 4.98461120e+03, 4.46240508e+03, 4.02150756e+03, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet1' : [ 5.74316522e+03, 4.02169839e+03, ], 'Count_LHENjet2' : [ 663079, ], 'CountWeighted_LHENjet2' : [ 6.57467738e+05, 6.57230527e+05, 6.57837321e+05, ], 'CountWeightedLHEWeightScale_LHENjet2' : [ 7.83750393e+05, 7.22812723e+05, 6.69995484e+05, 7.13123133e+05, 6.57467738e+05, 6.09259548e+05, 6.55055646e+05, 6.03742528e+05, 5.59331425e+05, ], 'CountWeightedLHEEnvelope_LHENjet2' : [ 7.83854773e+05, 5.59332293e+05, ], 'CountWeightedFull_LHENjet2' : 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'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet2' : [ 7.53842855e+05, 6.96140746e+05, 6.46017400e+05, 6.86022572e+05, 6.33299146e+05, 5.87533161e+05, 6.30257146e+05, 5.81628504e+05, 5.39452101e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet2' : [ 7.53956592e+05, 5.39443816e+05, ], 'Count_LHENjet3' : [ 2172888, ], 'CountWeighted_LHENjet3' : [ 2.15454876e+06, 2.15485910e+06, 2.15423341e+06, ], 'CountWeightedLHEWeightScale_LHENjet3' : [ 2.63653127e+06, 2.39051719e+06, 2.18278511e+06, 2.37713388e+06, 2.15454876e+06, 1.96673123e+06, 2.16683156e+06, 1.96324576e+06, 1.79160285e+06, ], 'CountWeightedLHEEnvelope_LHENjet3' : [ 2.63812916e+06, 1.79082508e+06, ], 'CountWeightedFull_LHENjet3' : [ 2.15454876e+06, 2.15485910e+06, 2.15423341e+06, ], 'CountWeightedFullLHEWeightScale_LHENjet3' : [ 2.63653127e+06, 2.39051719e+06, 2.18278511e+06, 2.37713388e+06, 2.15454876e+06, 1.96673123e+06, 2.16683156e+06, 1.96324576e+06, 1.79160285e+06, ], 'CountWeightedFullLHEEnvelope_LHENjet3' : [ 2.63812916e+06, 1.79082508e+06, ], 'CountWeightedL1PrefireNom_LHENjet3' : [ 2.05768932e+06, 2.05790575e+06, 2.05746087e+06, ], 'CountWeightedL1Prefire_LHENjet3' : [ 2.05768932e+06, 2.03716735e+06, 2.07829257e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet3' : [ 2.51336147e+06, 2.28235956e+06, 2.08679204e+06, 2.26682174e+06, 2.05768932e+06, 1.88077011e+06, 2.06687917e+06, 1.87548937e+06, 1.71372548e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet3' : [ 2.51493728e+06, 1.71295273e+06, ], 'CountWeightedFullL1PrefireNom_LHENjet3' : [ 2.05768932e+06, 2.05790575e+06, 2.05746087e+06, ], 'CountWeightedFullL1Prefire_LHENjet3' : [ 2.05768932e+06, 2.03716735e+06, 2.07829257e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet3' : [ 2.51336147e+06, 2.28235956e+06, 2.08679204e+06, 2.26682174e+06, 2.05768932e+06, 1.88077011e+06, 2.06687917e+06, 1.87548937e+06, 1.71372548e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet3' : [ 2.51493728e+06, 1.71295273e+06, ], 'Count_LHENjet4' : [ 17591939, ], 'CountWeighted_LHENjet4' : [ 1.74571172e+07, 1.74574305e+07, 1.74534259e+07, ], 'CountWeightedLHEWeightScale_LHENjet4' : [ 2.20583347e+07, 1.95807591e+07, 1.75488629e+07, 1.96698901e+07, 1.74571172e+07, 1.56417296e+07, 1.77636385e+07, 1.57611160e+07, 1.41198823e+07, ], 'CountWeightedLHEEnvelope_LHENjet4' : [ 2.20689958e+07, 1.41147529e+07, ], 'CountWeightedFull_LHENjet4' : [ 1.74571172e+07, 1.74574305e+07, 1.74534259e+07, ], 'CountWeightedFullLHEWeightScale_LHENjet4' : [ 2.20583347e+07, 1.95807591e+07, 1.75488629e+07, 1.96698901e+07, 1.74571172e+07, 1.56417296e+07, 1.77636385e+07, 1.57611160e+07, 1.41198823e+07, ], 'CountWeightedFullLHEEnvelope_LHENjet4' : [ 2.20689958e+07, 1.41147529e+07, ], 'CountWeightedL1PrefireNom_LHENjet4' : [ 1.63098075e+07, 1.63089034e+07, 1.63087288e+07, ], 'CountWeightedL1Prefire_LHENjet4' : [ 1.63098075e+07, 1.60650339e+07, 1.65557023e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 2.05549134e+07, 1.82847521e+07, 1.64167021e+07, 1.83391703e+07, 1.63098075e+07, 1.46398972e+07, 1.65694613e+07, 1.47319450e+07, 1.32210461e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.05652348e+07, 1.32160631e+07, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 1.63098075e+07, 1.63089034e+07, 1.63087288e+07, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 1.63098075e+07, 1.60650339e+07, 1.65557023e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 2.05549134e+07, 1.82847521e+07, 1.64167021e+07, 1.83391703e+07, 1.63098075e+07, 1.46398972e+07, 1.65694613e+07, 1.47319450e+07, 1.32210461e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.05652348e+07, 1.32160631e+07, ], }), ("nof_tree_events", 20432728), ("nof_db_events", 20466692), ("fsize_local", 170672523525), # 170.67GB, avg file size 4.16GB ("fsize_db", 1227636244434), # 1.23TB, avg file size 2.52GB ("use_it", False), ("xsection", 6.3626), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_HT800To1200"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_HT-1200To2500_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_HT1200To2500"), ("nof_files", 41), ("nof_db_files", 551), ("nof_events", { 'Count' : [ 20258624, ], 'CountWeighted' : [ 1.99911900e+07, 1.99927126e+07, 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: [ 1.80621078e+07, 1.80639130e+07, 1.80613708e+07, ], 'CountWeightedFullLHEWeightScale_LHENjet4' : [ 2.32213993e+07, 2.01784342e+07, 1.77570143e+07, 2.07902716e+07, 1.80621078e+07, 1.58928290e+07, 1.88238666e+07, 1.63517965e+07, 1.43853765e+07, ], 'CountWeightedFullLHEEnvelope_LHENjet4' : [ 2.32234882e+07, 1.43852225e+07, ], 'CountWeightedL1PrefireNom_LHENjet4' : [ 1.73456875e+07, 1.73462215e+07, 1.73456432e+07, ], 'CountWeightedL1Prefire_LHENjet4' : [ 1.73456875e+07, 1.71858589e+07, 1.75041124e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 2.22711591e+07, 1.93725596e+07, 1.70629969e+07, 1.99451167e+07, 1.73456875e+07, 1.52756506e+07, 1.80628403e+07, 1.57063842e+07, 1.38296856e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.22732894e+07, 1.38294601e+07, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 1.73456875e+07, 1.73462215e+07, 1.73456432e+07, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 1.73456875e+07, 1.71858589e+07, 1.75041124e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 2.22711591e+07, 1.93725596e+07, 1.70629969e+07, 1.99451167e+07, 1.73456875e+07, 1.52756506e+07, 1.80628403e+07, 1.57063842e+07, 1.38296856e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.22732894e+07, 1.38294601e+07, ], }), ("nof_tree_events", 20258624), ("nof_db_events", 20258624), ("fsize_local", 176100027649), # 176.10GB, avg file size 4.30GB ("fsize_db", 1289100671636), # 1.29TB, avg file size 2.34GB ("use_it", False), ("xsection", 1.2658), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_HT1200To2500"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WJetsToLNu_HT-2500ToInf_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "EWK"), ("process_name_specific", "WJetsToLNu_HT2500ToInf"), ("nof_files", 87), ("nof_db_files", 616), ("nof_events", { 'Count' : [ 21495421, ], 'CountWeighted' : [ 2.06305593e+07, 2.06307724e+07, 2.06293620e+07, ], 'CountWeightedLHEWeightScale' : [ 2.69707861e+07, 2.27000546e+07, 1.94141130e+07, 2.45107857e+07, 2.06305593e+07, 1.76440800e+07, 2.24621589e+07, 1.89055623e+07, 1.61697790e+07, ], 'CountWeightedLHEEnvelope' : [ 2.69660027e+07, 1.61742900e+07, ], 'CountWeightedFull' : [ 2.06305593e+07, 2.06307724e+07, 2.06293620e+07, ], 'CountWeightedFullLHEWeightScale' : [ 2.69707861e+07, 2.27000546e+07, 1.94141130e+07, 2.45107857e+07, 2.06305593e+07, 1.76440800e+07, 2.24621589e+07, 1.89055623e+07, 1.61697790e+07, ], 'CountWeightedFullLHEEnvelope' : [ 2.69660027e+07, 1.61742900e+07, ], 'CountWeightedL1PrefireNom' : [ 2.01857528e+07, 2.01851873e+07, 2.01855217e+07, ], 'CountWeightedL1Prefire' : [ 2.01857528e+07, 2.00808138e+07, 2.02883632e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.63761867e+07, 2.22096323e+07, 1.90023868e+07, 2.39717494e+07, 2.01857528e+07, 1.72707732e+07, 2.19691829e+07, 1.84989828e+07, 1.58283473e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.63714431e+07, 1.58328250e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.01857528e+07, 2.01851873e+07, 2.01855217e+07, ], 'CountWeightedFullL1Prefire' : [ 2.01857528e+07, 2.00808138e+07, 2.02883632e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.63761867e+07, 2.22096323e+07, 1.90023868e+07, 2.39717494e+07, 2.01857528e+07, 1.72707732e+07, 2.19691829e+07, 1.84989828e+07, 1.58283473e+07, ], 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5.25623090e+05, 4.59073676e+05, 5.67370553e+05, 4.89210267e+05, 4.27268176e+05, ], 'CountWeightedLHEEnvelope_LHENjet3' : [ 6.58492363e+05, 4.27531705e+05, ], 'CountWeightedFull_LHENjet3' : [ 5.25623090e+05, 5.25401550e+05, 5.25935210e+05, ], 'CountWeightedFullLHEWeightScale_LHENjet3' : [ 6.58779425e+05, 5.68032432e+05, 4.96109744e+05, 6.09601582e+05, 5.25623090e+05, 4.59073676e+05, 5.67370553e+05, 4.89210267e+05, 4.27268176e+05, ], 'CountWeightedFullLHEEnvelope_LHENjet3' : [ 6.58492363e+05, 4.27531705e+05, ], 'CountWeightedL1PrefireNom_LHENjet3' : [ 5.21449283e+05, 5.21227190e+05, 5.21760539e+05, ], 'CountWeightedL1Prefire_LHENjet3' : [ 5.21449283e+05, 5.20423957e+05, 5.22443396e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet3' : [ 6.53439945e+05, 5.63529413e+05, 4.92253996e+05, 6.04652480e+05, 5.21449283e+05, 4.55499702e+05, 5.62757692e+05, 4.85319918e+05, 4.23936935e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet3' : [ 6.53154396e+05, 4.24199145e+05, ], 'CountWeightedFullL1PrefireNom_LHENjet3' : [ 5.21449283e+05, 5.21227190e+05, 5.21760539e+05, ], 'CountWeightedFullL1Prefire_LHENjet3' : [ 5.21449283e+05, 5.20423957e+05, 5.22443396e+05, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet3' : [ 6.53439945e+05, 5.63529413e+05, 4.92253996e+05, 6.04652480e+05, 5.21449283e+05, 4.55499702e+05, 5.62757692e+05, 4.85319918e+05, 4.23936935e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet3' : [ 6.53154396e+05, 4.24199145e+05, ], 'Count_LHENjet4' : [ 20907724, ], 'CountWeighted_LHENjet4' : [ 2.00838750e+07, 2.00842698e+07, 2.00824128e+07, ], 'CountWeightedLHEWeightScale_LHENjet4' : [ 2.62861463e+07, 2.21093765e+07, 1.88980099e+07, 2.38771892e+07, 2.00838750e+07, 1.71664506e+07, 2.18724041e+07, 1.83967599e+07, 1.57252046e+07, ], 'CountWeightedLHEEnvelope_LHENjet4' : [ 2.62816742e+07, 1.57294312e+07, ], 'CountWeightedFull_LHENjet4' : [ 2.00838750e+07, 2.00842698e+07, 2.00824128e+07, ], 'CountWeightedFullLHEWeightScale_LHENjet4' : [ 2.62861463e+07, 2.21093765e+07, 1.88980099e+07, 2.38771892e+07, 2.00838750e+07, 1.71664506e+07, 2.18724041e+07, 1.83967599e+07, 1.57252046e+07, ], 'CountWeightedFullLHEEnvelope_LHENjet4' : [ 2.62816742e+07, 1.57294312e+07, ], 'CountWeightedL1PrefireNom_LHENjet4' : [ 1.96434065e+07, 1.96430313e+07, 1.96429070e+07, ], 'CountWeightedL1Prefire_LHENjet4' : [ 1.96434065e+07, 1.95395296e+07, 1.97449826e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom_LHENjet4' : [ 2.56970795e+07, 2.16236260e+07, 1.84902856e+07, 2.33432805e+07, 1.96434065e+07, 1.67968546e+07, 2.13842067e+07, 1.79942147e+07, 1.53872298e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.56926459e+07, 1.53914247e+07, ], 'CountWeightedFullL1PrefireNom_LHENjet4' : [ 1.96434065e+07, 1.96430313e+07, 1.96429070e+07, ], 'CountWeightedFullL1Prefire_LHENjet4' : [ 1.96434065e+07, 1.95395296e+07, 1.97449826e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom_LHENjet4' : [ 2.56970795e+07, 2.16236260e+07, 1.84902856e+07, 2.33432805e+07, 1.96434065e+07, 1.67968546e+07, 2.13842067e+07, 1.79942147e+07, 1.53872298e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom_LHENjet4' : [ 2.56926459e+07, 1.53914247e+07, ], }), ("nof_tree_events", 21495421), ("nof_db_events", 21495421), ("fsize_local", 195081203932), # 195.08GB, avg file size 2.24GB ("fsize_db", 1489610697179), # 1.49TB, avg file size 2.42GB ("use_it", False), ("xsection", 0.009405), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Apr19_woPresel_nom_all_hh_multilepton/ntuples/WJetsToLNu_HT2500ToInf"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWTo2L2Nu_NNPDF31_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWTo2L2Nu"), ("nof_files", 5), ("nof_db_files", 25), ("nof_events", { 'Count' : [ 2000000, ], 'CountWeighted' : [ 1.99250851e+06, 1.99265106e+06, 1.99213570e+06, ], 'CountWeightedLHEWeightScale' : [ 2.01605642e+06, 2.04083861e+06, 2.06115996e+06, 1.96473388e+06, 1.99286590e+06, 2.01525802e+06, 1.92198961e+06, 1.95228972e+06, 1.97698902e+06, ], 'CountWeightedLHEEnvelope' : [ 2.08127958e+06, 1.91040660e+06, ], 'CountWeightedFull' : [ 2.21565764e+07, 2.21514205e+07, 2.21544600e+07, ], 'CountWeightedFullLHEWeightScale' : [ 2.24175449e+07, 2.26931331e+07, 2.29193036e+07, 2.18467676e+07, 2.21570152e+07, 2.24085928e+07, 2.13715177e+07, 2.17082689e+07, 2.19830187e+07, ], 'CountWeightedFullLHEEnvelope' : [ 2.31429694e+07, 2.12428271e+07, ], 'CountWeightedL1PrefireNom' : [ 1.94410725e+06, 1.94417754e+06, 1.94389309e+06, ], 'CountWeightedL1Prefire' : [ 1.94410725e+06, 1.93210966e+06, 1.95588584e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.96675998e+06, 1.99111709e+06, 2.01109309e+06, 1.91680898e+06, 1.94438182e+06, 1.96646918e+06, 1.87520633e+06, 1.90499128e+06, 1.92927085e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.03064082e+06, 1.86403197e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.16180696e+07, 2.16143129e+07, 2.16166853e+07, ], 'CountWeightedFullL1Prefire' : [ 2.16180696e+07, 2.14845101e+07, 2.17486779e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.18693582e+07, 2.21402347e+07, 2.23625155e+07, 2.13138819e+07, 2.16186720e+07, 2.18660737e+07, 2.08513295e+07, 2.11824064e+07, 2.14524302e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.25798469e+07, 2.07271451e+07, ], }), ("nof_tree_events", 2000000), ("nof_db_events", 2000000), ("fsize_local", 7768825016), # 7.77GB, avg file size 1.55GB ("fsize_db", 85721560743), # 85.72GB, avg file size 3.43GB ("use_it", True), ("xsection", 12.2), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWTo2L2Nu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWTo2L2Nu_NNPDF31_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWTo2L2Nu_PSweights_ext1"), ("nof_files", 5), ("nof_db_files", 25), ("nof_events", { 'Count' : [ 2000000, ], 'CountWeighted' : [ 1.99240941e+06, 1.99211410e+06, 1.99243149e+06, ], 'CountWeightedLHEWeightScale' : [ 2.01596703e+06, 2.04084785e+06, 2.06128881e+06, 1.96458872e+06, 1.99251809e+06, 2.01528769e+06, 1.92179527e+06, 1.95217395e+06, 1.97693412e+06, ], 'CountWeightedLHEEnvelope' : [ 2.08109704e+06, 1.91046472e+06, ], 'CountWeightedPSWeight' : [ 1.99261718e+06, 1.99268101e+06, 2.58092422e+06, 1.99222180e+06, 1.99164446e+06, 1.44657594e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.98536266e+07, 1.87550164e+07, 2.00029507e+07, 1.98623318e+07, 1.73206166e+07, 1.60274217e+07, ], 'CountWeightedFull' : [ 2.21489094e+07, 2.21491241e+07, 2.21457840e+07, ], 'CountWeightedFullLHEWeightScale' : [ 2.24090887e+07, 2.26855858e+07, 2.29132400e+07, 2.18380532e+07, 2.21500133e+07, 2.24015274e+07, 2.13625051e+07, 2.17000663e+07, 2.19753475e+07, ], 'CountWeightedFullLHEEnvelope' : [ 2.31333390e+07, 2.12367307e+07, ], 'CountWeightedFullPSWeight' : [ 2.21499445e+07, 2.21504592e+07, 2.86890859e+07, 2.21455085e+07, 2.21389730e+07, 1.60802084e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 2.20662501e+08, 2.08456451e+08, 2.22318747e+08, 2.20759970e+08, 1.92516187e+08, 1.78155287e+08, ], 'CountWeightedL1PrefireNom' : [ 1.94411234e+06, 1.94389711e+06, 1.94415219e+06, ], 'CountWeightedL1Prefire' : [ 1.94411234e+06, 1.93214343e+06, 1.95585743e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.96677364e+06, 1.99122343e+06, 2.01131779e+06, 1.91676927e+06, 1.94423084e+06, 1.96658969e+06, 1.87511385e+06, 1.90496942e+06, 1.92930169e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.03056245e+06, 1.86418241e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.94438787e+06, 1.94431385e+06, 2.51773059e+06, 1.94382225e+06, 1.94347393e+06, 1.41204862e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.93724259e+07, 1.83016928e+07, 1.95174057e+07, 1.93810268e+07, 1.69044245e+07, 1.56445910e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.16118809e+07, 2.16115358e+07, 2.16096900e+07, ], 'CountWeightedFullL1Prefire' : [ 2.16118809e+07, 2.14787681e+07, 2.17424920e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.18623716e+07, 2.21340222e+07, 2.23577143e+07, 2.13065549e+07, 2.16130405e+07, 2.18602550e+07, 2.08436247e+07, 2.11754653e+07, 2.14459402e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.25715920e+07, 2.07222783e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 2.16138556e+07, 2.16128262e+07, 2.79866839e+07, 2.16075424e+07, 2.16035782e+07, 1.56964245e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 2.15320174e+08, 2.03423047e+08, 2.16928978e+08, 2.15416369e+08, 1.87894448e+08, 1.73901198e+08, ], }), ("nof_tree_events", 2000000), ("nof_db_events", 2000000), ("fsize_local", 7784714152), # 7.78GB, avg file size 1.56GB ("fsize_db", 85800202496), # 85.80GB, avg file size 3.43GB ("use_it", True), ("xsection", 12.2), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWTo2L2Nu_PSweights_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWToLNuQQ_NNPDF31_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWToLNuQQ"), ("nof_files", 18), ("nof_db_files", 122), ("nof_events", { 'Count' : [ 8782525, ], 'CountWeighted' : [ 8.75051994e+06, 8.74707888e+06, 8.74953700e+06, ], 'CountWeightedLHEWeightScale' : [ 8.85242669e+06, 8.96142828e+06, 9.05085125e+06, 8.62709069e+06, 8.75051994e+06, 8.84926350e+06, 8.43940838e+06, 8.57260681e+06, 8.68119100e+06, ], 'CountWeightedLHEEnvelope' : [ 9.13869712e+06, 8.38894962e+06, ], 'CountWeightedFull' : [ 4.03847477e+08, 4.03829481e+08, 4.03847205e+08, ], 'CountWeightedFullLHEWeightScale' : [ 4.08628180e+08, 4.13658656e+08, 4.17791612e+08, 3.98223107e+08, 4.03847477e+08, 4.08481630e+08, 3.89559000e+08, 3.95709422e+08, 4.00721257e+08, ], 'CountWeightedFullLHEEnvelope' : [ 4.21845472e+08, 3.87227069e+08, ], 'CountWeightedL1PrefireNom' : [ 8.55411794e+06, 8.55180025e+06, 8.55374669e+06, ], 'CountWeightedL1Prefire' : [ 8.55411794e+06, 8.50385897e+06, 8.60253500e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 8.65234034e+06, 8.75999634e+06, 8.84836503e+06, 8.43271378e+06, 8.55411794e+06, 8.65212772e+06, 8.24980325e+06, 8.38131447e+06, 8.48852816e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.93355197e+06, 8.20134725e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.94811014e+08, 3.94793605e+08, 3.94828730e+08, ], 'CountWeightedFullL1Prefire' : [ 3.94811014e+08, 3.92491401e+08, 3.97045650e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.99390704e+08, 4.04360026e+08, 4.08442972e+08, 3.89250695e+08, 3.94811014e+08, 3.99380843e+08, 3.80807662e+08, 3.86878435e+08, 3.91827826e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.12374401e+08, 3.78568954e+08, ], }), ("nof_tree_events", 8782525), ("nof_db_events", 8782525), ("fsize_local", 37717575133), # 37.72GB, avg file size 2.10GB ("fsize_db", 386260476875), # 386.26GB, avg file size 3.17GB ("use_it", False), ("xsection", 50.45), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWToLNuQQ"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWToLNuQQ_NNPDF31_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWToLNuQQ_ext1"), ("nof_files", 21), ("nof_db_files", 127), ("nof_events", { 'Count' : [ 9994191, ], 'CountWeighted' : [ 9.95691034e+06, 9.95579235e+06, 9.95632759e+06, ], 'CountWeightedLHEWeightScale' : [ 1.00741679e+07, 1.01978122e+07, 1.02996450e+07, 9.81762586e+06, 9.95691034e+06, 1.00699781e+07, 9.60397431e+06, 9.75551952e+06, 9.87871960e+06, ], 'CountWeightedLHEEnvelope' : [ 1.04001583e+07, 9.54604732e+06, ], 'CountWeightedFull' : [ 4.59521752e+08, 4.59642780e+08, 4.59564638e+08, ], 'CountWeightedFullLHEWeightScale' : [ 4.65025032e+08, 4.70737560e+08, 4.75435124e+08, 4.53179960e+08, 4.59521752e+08, 4.64834630e+08, 4.43315513e+08, 4.50312088e+08, 4.56002008e+08, ], 'CountWeightedFullLHEEnvelope' : [ 4.80076120e+08, 4.40640856e+08, ], 'CountWeightedL1PrefireNom' : [ 9.73425168e+06, 9.73318668e+06, 9.73409702e+06, ], 'CountWeightedL1Prefire' : [ 9.73425168e+06, 9.67712049e+06, 9.78908903e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 9.84681017e+06, 9.96897811e+06, 1.00695454e+07, 9.59678216e+06, 9.73425168e+06, 9.84603875e+06, 9.38855348e+06, 9.53817853e+06, 9.65986177e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.01670562e+07, 9.33289638e+06, ], 'CountWeightedFullL1PrefireNom' : [ 4.49268624e+08, 4.49336933e+08, 4.49303702e+08, ], 'CountWeightedFullL1Prefire' : [ 4.49268624e+08, 4.46633594e+08, 4.51810390e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.54528704e+08, 4.60172187e+08, 4.64813254e+08, 4.42985314e+08, 4.49268624e+08, 4.54494970e+08, 4.33371603e+08, 4.40279015e+08, 4.45898268e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.69314980e+08, 4.30801994e+08, ], }), ("nof_tree_events", 9994191), ("nof_db_events", 9994191), ("fsize_local", 42740311619), # 42.74GB, avg file size 2.04GB ("fsize_db", 429884785891), # 429.88GB, avg file size 3.38GB ("use_it", False), ("xsection", 50.45), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWToLNuQQ_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWToLNuQQ_NNPDF31_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWToLNuQQ_PSweights_ext1"), ("nof_files", 18), ("nof_db_files", 100), ("nof_events", { 'Count' : [ 8785360, ], 'CountWeighted' : [ 8.75147488e+06, 8.75315172e+06, 8.75280184e+06, ], 'CountWeightedLHEWeightScale' : [ 8.85521722e+06, 8.96414641e+06, 9.05356725e+06, 8.62980209e+06, 8.75147488e+06, 8.85193072e+06, 8.44206881e+06, 8.57522625e+06, 8.68379591e+06, ], 'CountWeightedLHEEnvelope' : [ 9.14199344e+06, 8.39106194e+06, ], 'CountWeightedPSWeight' : [ 8.75193828e+06, 8.75092553e+06, 1.17779828e+07, 8.75185834e+06, 8.74986244e+06, 5.94620603e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 8.78525812e+07, 8.78487535e+07, 8.78526318e+07, 8.78525828e+07, 8.77452350e+07, 8.77413048e+07, ], 'CountWeightedFull' : [ 4.03904262e+08, 4.03875861e+08, 4.03872456e+08, ], 'CountWeightedFullLHEWeightScale' : [ 4.08621976e+08, 4.13650528e+08, 4.17780466e+08, 3.98217118e+08, 4.03904262e+08, 4.08473207e+08, 3.89554688e+08, 3.95701035e+08, 4.00712551e+08, ], 'CountWeightedFullLHEEnvelope' : [ 4.21860948e+08, 3.87199744e+08, ], 'CountWeightedFullPSWeight' : [ 4.03869016e+08, 4.03811105e+08, 5.43490718e+08, 4.03864985e+08, 4.03761087e+08, 2.74390647e+08, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 4.05415283e+09, 4.05397400e+09, 4.05415286e+09, 4.05415283e+09, 4.04919726e+09, 4.04901821e+09, ], 'CountWeightedL1PrefireNom' : [ 8.55592953e+06, 8.55661156e+06, 8.55695778e+06, ], 'CountWeightedL1Prefire' : [ 8.55592953e+06, 8.50558247e+06, 8.60411412e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 8.65519475e+06, 8.76280953e+06, 8.85116100e+06, 8.43548725e+06, 8.55592953e+06, 8.65487125e+06, 8.25252716e+06, 8.38400800e+06, 8.49120712e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.93691725e+06, 8.20353566e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 8.55648762e+06, 8.55323134e+06, 1.15124617e+07, 8.55563131e+06, 8.55724662e+06, 5.81576036e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 8.58890520e+07, 8.58853168e+07, 8.58890950e+07, 8.58890530e+07, 8.57849012e+07, 8.57810785e+07, ], 'CountWeightedFullL1PrefireNom' : [ 3.94857097e+08, 3.94817171e+08, 3.94841345e+08, ], 'CountWeightedFullL1Prefire' : [ 3.94857097e+08, 3.92538335e+08, 3.97091267e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.99392735e+08, 4.04359919e+08, 4.08440391e+08, 3.89252016e+08, 3.94857097e+08, 3.99379901e+08, 3.80810640e+08, 3.86877803e+08, 3.91826760e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.12397666e+08, 3.78549189e+08, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.94847324e+08, 3.94689739e+08, 5.31240094e+08, 3.94807265e+08, 3.94873768e+08, 2.68372077e+08, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.96348549e+09, 3.96331104e+09, 3.96348549e+09, 3.96348549e+09, 3.95867845e+09, 3.95850403e+09, ], }), ("nof_tree_events", 8785360), ("nof_db_events", 8785360), ("fsize_local", 37823896234), # 37.82GB, avg file size 2.10GB ("fsize_db", 386842370187), # 386.84GB, avg file size 3.87GB ("use_it", False), ("xsection", 50.45), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWToLNuQQ_PSweights_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWTo1L1Nu2Q_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWTo1L1Nu2Q"), ("nof_files", 11), ("nof_db_files", 62), ("nof_events", { 'Count' : [ 5054286, ], 'CountWeighted' : [ 3.17078922e+06, 3.17021473e+06, 3.17067002e+06, ], 'CountWeightedLHEWeightScale' : [ 3.28881098e+06, 3.31668604e+06, 3.34408382e+06, 3.13395711e+06, 3.17070438e+06, 3.20101770e+06, 3.00304495e+06, 3.04618710e+06, 3.07913800e+06, ], 'CountWeightedLHEEnvelope' : [ 3.63365964e+06, 2.76291584e+06, ], 'CountWeightedFull' : [ 7.45518108e+08, 7.45500250e+08, 7.45580513e+08, ], 'CountWeightedFullLHEWeightScale' : [ 7.73288687e+08, 7.79842532e+08, 7.86285299e+08, 7.36878108e+08, 7.45514801e+08, 7.52648666e+08, 7.06098094e+08, 7.16241113e+08, 7.23990529e+08, ], 'CountWeightedFullLHEEnvelope' : [ 8.54373803e+08, 6.49637450e+08, ], 'CountWeightedL1PrefireNom' : [ 3.09754568e+06, 3.09695815e+06, 3.09761922e+06, ], 'CountWeightedL1Prefire' : [ 3.09754568e+06, 3.07897665e+06, 3.11554096e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 3.21168368e+06, 3.23948407e+06, 3.26657432e+06, 3.06089285e+06, 3.09747304e+06, 3.12754290e+06, 2.93346059e+06, 2.97635824e+06, 3.00909672e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.54805684e+06, 2.70036904e+06, ], 'CountWeightedFullL1PrefireNom' : [ 7.28304010e+08, 7.28243918e+08, 7.28378054e+08, ], 'CountWeightedFullL1Prefire' : [ 7.28304010e+08, 7.23938811e+08, 7.32538154e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 7.55153707e+08, 7.61689724e+08, 7.68061378e+08, 7.19699263e+08, 7.28298002e+08, 7.35373237e+08, 6.89736881e+08, 6.99822276e+08, 7.07521582e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 8.34246375e+08, 6.34931119e+08, ], }), ("nof_tree_events", 5054286), ("nof_db_events", 5054286), ("fsize_local", 22922837222), # 22.92GB, avg file size 2.08GB ("fsize_db", 215173204051), # 215.17GB, avg file size 3.47GB ("use_it", False), ("xsection", 50.45), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 306000 - 306102 -> NNPDF31_nnlo_hessian_pdfas PDF set, expecting 103 weights (counted 103 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWTo1L1Nu2Q"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWTo4Q_NNPDF31_TuneCP5_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWTo4Q"), ("nof_files", 5), ("nof_db_files", 24), ("nof_events", { 'Count' : [ 2000000, ], 'CountWeighted' : [ 1.99270649e+06, 1.99234746e+06, 1.99250688e+06, ], 'CountWeightedLHEWeightScale' : [ 2.01588301e+06, 2.04070124e+06, 2.06108929e+06, 1.96459368e+06, 1.99255421e+06, 2.01523281e+06, 1.92189005e+06, 1.95226054e+06, 1.97699235e+06, ], 'CountWeightedLHEEnvelope' : [ 2.08113549e+06, 1.91036852e+06, ], 'CountWeightedFull' : [ 9.54580308e+07, 9.54486421e+07, 9.54425737e+07, ], 'CountWeightedFullLHEWeightScale' : [ 9.65719902e+07, 9.77605446e+07, 9.87382206e+07, 9.41145154e+07, 9.54553960e+07, 9.65407485e+07, 9.20683625e+07, 9.35244454e+07, 9.47083442e+07, ], 'CountWeightedFullLHEEnvelope' : [ 9.96990792e+07, 9.15166758e+07, ], 'CountWeightedL1PrefireNom' : [ 1.95177218e+06, 1.95153245e+06, 1.95171086e+06, ], 'CountWeightedL1Prefire' : [ 1.95177218e+06, 1.94089049e+06, 1.96206356e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.97405763e+06, 1.99869462e+06, 2.01892958e+06, 1.92399854e+06, 1.95165436e+06, 1.97423187e+06, 1.88232384e+06, 1.91243832e+06, 1.93695840e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.03833904e+06, 1.87130765e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.34990632e+07, 9.34897462e+07, 9.34922042e+07, ], 'CountWeightedFullL1Prefire' : [ 9.34990632e+07, 9.29776977e+07, 9.39913374e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 9.45682102e+07, 9.57480869e+07, 9.67182388e+07, 9.21694268e+07, 9.34962803e+07, 9.45764188e+07, 9.01728299e+07, 9.16163304e+07, 9.27903839e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.76484199e+07, 8.96451253e+07, ], }), ("nof_tree_events", 2000000), ("nof_db_events", 2000000), ("fsize_local", 9110640508), # 9.11GB, avg file size 1.82GB ("fsize_db", 89197790862), # 89.20GB, avg file size 3.72GB ("use_it", False), ("xsection", 52.15), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWTo4Q"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WWTo4Q_NNPDF31_TuneCP5_PSweights_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WW"), ("process_name_specific", "WWTo4Q_PSweights_ext1"), ("nof_files", 4), ("nof_db_files", 26), ("nof_events", { 'Count' : [ 1976360, ], 'CountWeighted' : [ 1.96917406e+06, 1.96917362e+06, 1.96896794e+06, ], 'CountWeightedLHEWeightScale' : [ 1.99225603e+06, 2.01671456e+06, 2.03675953e+06, 1.94149812e+06, 1.96884888e+06, 1.99139088e+06, 1.89925306e+06, 1.92915522e+06, 1.95353425e+06, ], 'CountWeightedLHEEnvelope' : [ 2.05680991e+06, 1.88765012e+06, ], 'CountWeightedPSWeight' : [ 1.96898166e+06, 1.96813897e+06, 2.72908469e+06, 1.96895819e+06, 1.96812369e+06, 1.26476494e+06, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.97625775e+07, 1.97612285e+07, 1.97626055e+07, 1.97625755e+07, 1.97256180e+07, 1.97242120e+07, ], 'CountWeightedFull' : [ 9.42719900e+07, 9.42974540e+07, 9.42820860e+07, ], 'CountWeightedFullLHEWeightScale' : [ 9.54086140e+07, 9.65803900e+07, 9.75407840e+07, 9.29775080e+07, 9.42710600e+07, 9.53677920e+07, 9.09540160e+07, 9.23865520e+07, 9.35546060e+07, ], 'CountWeightedFullLHEEnvelope' : [ 9.85011120e+07, 9.03983320e+07, ], 'CountWeightedFullPSWeight' : [ 9.42893940e+07, 9.42530560e+07, 1.30692856e+08, 9.42878320e+07, 9.42525280e+07, 6.05696240e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 9.46504336e+08, 9.46438352e+08, 9.46504352e+08, 9.46504304e+08, 9.44732304e+08, 9.44666320e+08, ], 'CountWeightedL1PrefireNom' : [ 1.92859378e+06, 1.92853953e+06, 1.92856978e+06, ], 'CountWeightedL1Prefire' : [ 1.92859378e+06, 1.91781447e+06, 1.93880241e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.95078819e+06, 1.97506191e+06, 1.99496075e+06, 1.90124550e+06, 1.92838050e+06, 1.95074075e+06, 1.86002078e+06, 1.88966984e+06, 1.91384656e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.01437988e+06, 1.84891869e+06, ], 'CountWeightedPSWeightL1PrefireNom' : [ 1.92857516e+06, 1.92697088e+06, 2.67259400e+06, 1.92836694e+06, 1.92883809e+06, 1.23942462e+06, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.93571375e+07, 1.93558160e+07, 1.93571580e+07, 1.93571360e+07, 1.93212455e+07, 1.93198820e+07, ], 'CountWeightedFullL1PrefireNom' : [ 9.23419260e+07, 9.23542760e+07, 9.23515420e+07, ], 'CountWeightedFullL1Prefire' : [ 9.23419260e+07, 9.18259740e+07, 9.28297380e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 9.34226120e+07, 9.45857900e+07, 9.55393880e+07, 9.10499620e+07, 9.23403320e+07, 9.34211000e+07, 8.90753180e+07, 9.04955800e+07, 9.16541820e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.64690860e+07, 8.85437760e+07, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 9.23563800e+07, 9.22819840e+07, 1.27988392e+08, 9.23458580e+07, 9.23714780e+07, 5.93562760e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.27046752e+08, 9.26982576e+08, 9.27046784e+08, 9.27046736e+08, 9.25326992e+08, 9.25262768e+08, ], }), ("nof_tree_events", 1976360), ("nof_db_events", 1976360), ("fsize_local", 9022029450), # 9.02GB, avg file size 2.26GB ("fsize_db", 88368465560), # 88.37GB, avg file size 3.40GB ("use_it", False), ("xsection", 52.15), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WWTo4Q_PSweights_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_TuneCP5_13TeV-amcatnloFXFX-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu"), ("nof_files", 23), ("nof_db_files", 131), ("nof_events", { 'Count' : [ 10987679, ], 'CountWeighted' : [ 6.88822240e+06, 6.88873323e+06, 6.88926870e+06, ], 'CountWeightedLHEWeightScale' : [ 7.04516730e+06, 7.07153133e+06, 7.04761465e+06, 6.79791384e+06, 6.88821845e+06, 6.91650190e+06, 6.57635995e+06, 6.71489796e+06, 6.78465654e+06, ], 'CountWeightedLHEEnvelope' : [ 8.04510820e+06, 5.78137890e+06, ], 'CountWeightedFull' : [ 9.45815080e+07, 9.45747010e+07, 9.45877154e+07, ], 'CountWeightedFullLHEWeightScale' : [ 9.67292391e+07, 9.70915930e+07, 9.67627162e+07, 9.33344313e+07, 9.45814541e+07, 9.49625960e+07, 9.02925026e+07, 9.21945376e+07, 9.31523893e+07, ], 'CountWeightedFullLHEEnvelope' : [ 1.10458224e+08, 7.93774773e+07, ], 'CountWeightedL1PrefireNom' : [ 6.75422454e+06, 6.75420879e+06, 6.75525693e+06, ], 'CountWeightedL1Prefire' : [ 6.75422454e+06, 6.72082754e+06, 6.78688000e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 6.90421150e+06, 6.93019582e+06, 6.90572716e+06, 6.66448824e+06, 6.75422081e+06, 6.78182479e+06, 6.44940191e+06, 6.58703108e+06, 6.65618710e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 7.88775343e+06, 5.66776480e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.27396231e+07, 9.27294395e+07, 9.27483429e+07, ], 'CountWeightedFullL1Prefire' : [ 9.27396231e+07, 9.22807659e+07, 9.31878075e+07, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 9.47939526e+07, 9.51509286e+07, 9.48145636e+07, 9.15024679e+07, 9.27395693e+07, 9.31135304e+07, 8.85493095e+07, 9.04389994e+07, 9.13885232e+07, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.08297739e+08, 7.78175918e+07, ], }), ("nof_tree_events", 10987679), ("nof_db_events", 10987679), ("fsize_local", 44054060152), # 44.05GB, avg file size 1.92GB ("fsize_db", 478392232798), # 478.39GB, avg file size 3.65GB ("use_it", True), ("xsection", 4.9173), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_13TeV-powheg-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_powheg"), ("nof_files", 2), ("nof_db_files", 41), ("nof_events", { 'Count' : [ 976400, ], 'CountWeighted' : [ 9.65983656e+05, 9.66165688e+05, 9.66085500e+05, ], 'CountWeightedLHEWeightScale' : [ 9.62100688e+05, 9.91502125e+05, 1.00972947e+06, 9.32890594e+05, 9.65978938e+05, 9.88421781e+05, 9.08903062e+05, 9.45128188e+05, 9.70867812e+05, ], 'CountWeightedLHEEnvelope' : [ 1.02315869e+06, 9.04219156e+05, ], 'CountWeightedFull' : [ 4.54808375e+06, 4.54828850e+06, 4.54828625e+06, ], 'CountWeightedFullLHEWeightScale' : [ 4.53011075e+06, 4.66861300e+06, 4.75441300e+06, 4.39253400e+06, 4.54785900e+06, 4.65405900e+06, 4.27955600e+06, 4.45011950e+06, 4.57140425e+06, ], 'CountWeightedFullLHEEnvelope' : [ 4.81762725e+06, 4.25750475e+06, ], 'CountWeightedL1PrefireNom' : [ 9.49069250e+05, 9.49171531e+05, 9.49163938e+05, ], 'CountWeightedL1Prefire' : [ 9.49069250e+05, 9.44814000e+05, 9.53217156e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 9.44757438e+05, 9.73959375e+05, 9.92064781e+05, 9.16181656e+05, 9.49058625e+05, 9.71336719e+05, 8.92718844e+05, 9.28696594e+05, 9.54265094e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.00526025e+06, 8.88179844e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.46849100e+06, 4.46850200e+06, 4.46876250e+06, ], 'CountWeightedFullL1Prefire' : [ 4.46849100e+06, 4.44849225e+06, 4.48802425e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 4.44844375e+06, 4.58600600e+06, 4.67122225e+06, 4.31385225e+06, 4.46829025e+06, 4.57360975e+06, 4.20335925e+06, 4.37275425e+06, 4.49322575e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.73335825e+06, 4.18198250e+06, ], }), ("nof_tree_events", 976400), ("nof_db_events", 976400), ("fsize_local", 3554681475), # 3.55GB, avg file size 1.78GB ("fsize_db", 42009768335), # 42.01GB, avg file size 1.02GB ("use_it", False), ("xsection", 4.9173), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_powheg"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_mllmin01_NNPDF31_TuneCP5_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v4/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_mllmin01"), ("nof_files", 281), ("nof_db_files", 1679), ("nof_events", { 'Count' : [ 8569246, ], 'CountWeighted' : [ 8.47453089e+06, 8.47547430e+06, 8.47410192e+06, ], 'CountWeightedLHEWeightScale' : [ 8.43785839e+06, 8.69762825e+06, 8.85872581e+06, 8.18147458e+06, 8.47429183e+06, 8.67212956e+06, 7.97126442e+06, 8.29144344e+06, 8.51883863e+06, ], 'CountWeightedLHEEnvelope' : [ 8.97558359e+06, 7.93127005e+06, ], 'CountWeightedFull' : [ 5.78134024e+08, 5.78192305e+08, 5.78103617e+08, ], 'CountWeightedFullLHEWeightScale' : [ 5.75634007e+08, 5.93355654e+08, 6.04345746e+08, 5.58143501e+08, 5.78110290e+08, 5.91616017e+08, 5.43802884e+08, 5.65645524e+08, 5.81158510e+08, ], 'CountWeightedFullLHEEnvelope' : [ 6.12317789e+08, 5.41074474e+08, ], 'CountWeightedL1PrefireNom' : [ 8.32795350e+06, 8.32855438e+06, 8.32779684e+06, ], 'CountWeightedL1Prefire' : [ 8.32795350e+06, 8.29099127e+06, 8.36395721e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 8.28775351e+06, 8.54574969e+06, 8.70572982e+06, 8.03688031e+06, 8.32771199e+06, 8.52419318e+06, 7.83123654e+06, 8.14922693e+06, 8.37509828e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.82062840e+06, 7.79244710e+06, ], 'CountWeightedFullL1PrefireNom' : [ 5.68134700e+08, 5.68171198e+08, 5.68123727e+08, ], 'CountWeightedFullL1Prefire' : [ 5.68134700e+08, 5.65613036e+08, 5.70590771e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 5.65393794e+08, 5.82994439e+08, 5.93908303e+08, 5.48279229e+08, 5.68112650e+08, 5.81523784e+08, 5.34250125e+08, 5.55943458e+08, 5.71352504e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 6.01746691e+08, 5.31603924e+08, ], }), ("nof_tree_events", 8569246), ("nof_db_events", 81866838), ("fsize_local", 31774551052), # 31.77GB, avg file size 113.08MB ("fsize_db", 3283174355042), # 3.28TB, avg file size 1.96GB ("use_it", False), ("xsection", 4.9173), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_mllmin01"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_0Jets_MLL-4to50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_0Jets_MLL-4to50"), ("nof_files", 1), ("nof_db_files", 24), ("nof_events", { 'Count' : [ 488461, ], 'CountWeighted' : [ 4.87987938e+05, 4.88021281e+05, 4.88030938e+05, ], 'CountWeightedLHEEnvelope' : [ 4.87987938e+05, 4.87987938e+05, ], 'CountWeightedFull' : [ 4.87987938e+05, 4.88021281e+05, 4.88030938e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.87987938e+05, 4.87987938e+05, ], 'CountWeightedL1PrefireNom' : [ 4.85521531e+05, 4.85534656e+05, 4.85573125e+05, ], 'CountWeightedL1Prefire' : [ 4.85521531e+05, 4.84746688e+05, 4.86246000e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.85521531e+05, 4.85521531e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.85521531e+05, 4.85534656e+05, 4.85573125e+05, ], 'CountWeightedFullL1Prefire' : [ 4.85521531e+05, 4.84746688e+05, 4.86246000e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.85521531e+05, 4.85521531e+05, ], }), ("nof_tree_events", 488461), ("nof_db_events", 488461), ("fsize_local", 1317996829), # 1.32GB, avg file size 1.32GB ("fsize_db", 21565472983), # 21.57GB, avg file size 898.56MB ("use_it", False), ("xsection", 2.8309), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_0Jets_MLL-4to50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_0Jets_MLL-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_0Jets_MLL-50"), ("nof_files", 1), ("nof_db_files", 24), ("nof_events", { 'Count' : [ 473818, ], 'CountWeighted' : [ 4.73097625e+05, 4.73012250e+05, 4.73001750e+05, ], 'CountWeightedLHEEnvelope' : [ 4.73097625e+05, 4.73097625e+05, ], 'CountWeightedFull' : [ 4.73097625e+05, 4.73012250e+05, 4.73001750e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.73097625e+05, 4.73097625e+05, ], 'CountWeightedL1PrefireNom' : [ 4.58185688e+05, 4.58108312e+05, 4.58129094e+05, ], 'CountWeightedL1Prefire' : [ 4.58185688e+05, 4.54567125e+05, 4.61757562e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.58185688e+05, 4.58185688e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.58185688e+05, 4.58108312e+05, 4.58129094e+05, ], 'CountWeightedFullL1Prefire' : [ 4.58185688e+05, 4.54567125e+05, 4.61757562e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.58185688e+05, 4.58185688e+05, ], }), ("nof_tree_events", 473818), ("nof_db_events", 473818), ("fsize_local", 1904419921), # 1.90GB, avg file size 1.90GB ("fsize_db", 23217296859), # 23.22GB, avg file size 967.39MB ("use_it", False), ("xsection", 0.716), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_0Jets_MLL-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_1Jets_MLL-4to50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_1Jets_MLL-4to50"), ("nof_files", 2), ("nof_db_files", 22), ("nof_events", { 'Count' : [ 506673, ], 'CountWeighted' : [ 5.06065675e+05, 5.06208842e+05, 5.06159581e+05, ], 'CountWeightedLHEEnvelope' : [ 5.06065675e+05, 5.06065675e+05, ], 'CountWeightedFull' : [ 5.06065675e+05, 5.06208842e+05, 5.06159581e+05, ], 'CountWeightedFullLHEEnvelope' : [ 5.06065675e+05, 5.06065675e+05, ], 'CountWeightedL1PrefireNom' : [ 4.98774774e+05, 4.98869829e+05, 4.98858000e+05, ], 'CountWeightedL1Prefire' : [ 4.98774774e+05, 4.96832807e+05, 5.00640792e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.98774774e+05, 4.98774774e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.98774774e+05, 4.98869829e+05, 4.98858000e+05, ], 'CountWeightedFullL1Prefire' : [ 4.98774774e+05, 4.96832807e+05, 5.00640792e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.98774774e+05, 4.98774774e+05, ], }), ("nof_tree_events", 506673), ("nof_db_events", 506673), ("fsize_local", 1898115070), # 1.90GB, avg file size 949.06MB ("fsize_db", 24141156011), # 24.14GB, avg file size 1.10GB ("use_it", False), ("xsection", 0.5442), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_1Jets_MLL-4to50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_1Jets_MLL-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_1Jets_MLL-50"), ("nof_files", 1), ("nof_db_files", 26), ("nof_events", { 'Count' : [ 486727, ], 'CountWeighted' : [ 4.85682250e+05, 4.85838281e+05, 4.85728938e+05, ], 'CountWeightedLHEEnvelope' : [ 4.85682250e+05, 4.85682250e+05, ], 'CountWeightedFull' : [ 4.85682250e+05, 4.85838281e+05, 4.85728938e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.85682250e+05, 4.85682250e+05, ], 'CountWeightedL1PrefireNom' : [ 4.66410125e+05, 4.66482312e+05, 4.66453000e+05, ], 'CountWeightedL1Prefire' : [ 4.66410125e+05, 4.61861156e+05, 4.70926844e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.66410125e+05, 4.66410125e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.66410125e+05, 4.66482312e+05, 4.66453000e+05, ], 'CountWeightedFullL1Prefire' : [ 4.66410125e+05, 4.61861156e+05, 4.70926844e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.66410125e+05, 4.66410125e+05, ], }), ("nof_tree_events", 486727), ("nof_db_events", 486727), ("fsize_local", 2523382283), # 2.52GB, avg file size 2.52GB ("fsize_db", 25784953540), # 25.78GB, avg file size 991.73MB ("use_it", False), ("xsection", 0.3807), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_1Jets_MLL-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_2Jets_MLL-4to50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_2Jets_MLL-4to50"), ("nof_files", 3), ("nof_db_files", 75), ("nof_events", { 'Count' : [ 1433913, ], 'CountWeighted' : [ 1.43136050e+06, 1.43143838e+06, 1.43146888e+06, ], 'CountWeightedLHEEnvelope' : [ 1.43136050e+06, 1.43136050e+06, ], 'CountWeightedFull' : [ 1.43136050e+06, 1.43143838e+06, 1.43146888e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.43136050e+06, 1.43136050e+06, ], 'CountWeightedL1PrefireNom' : [ 1.39521009e+06, 1.39519359e+06, 1.39532262e+06, ], 'CountWeightedL1Prefire' : [ 1.39521009e+06, 1.38609712e+06, 1.40405844e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.39521009e+06, 1.39521009e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.39521009e+06, 1.39519359e+06, 1.39532262e+06, ], 'CountWeightedFullL1Prefire' : [ 1.39521009e+06, 1.38609712e+06, 1.40405844e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.39521009e+06, 1.39521009e+06, ], }), ("nof_tree_events", 1433913), ("nof_db_events", 1433913), ("fsize_local", 6859590616), # 6.86GB, avg file size 2.29GB ("fsize_db", 73675561875), # 73.68GB, avg file size 982.34MB ("use_it", False), ("xsection", 0.1842), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_2Jets_MLL-4to50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_2Jets_MLL-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_2Jets_MLL-50"), ("nof_files", 4), ("nof_db_files", 80), ("nof_events", { 'Count' : [ 1835965, ], 'CountWeighted' : [ 1.83095000e+06, 1.83132912e+06, 1.83072584e+06, ], 'CountWeightedLHEEnvelope' : [ 1.83095000e+06, 1.83095000e+06, ], 'CountWeightedFull' : [ 1.83095000e+06, 1.83132912e+06, 1.83072584e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.83095000e+06, 1.83095000e+06, ], 'CountWeightedL1PrefireNom' : [ 1.72476603e+06, 1.72485819e+06, 1.72471375e+06, ], 'CountWeightedL1Prefire' : [ 1.72476603e+06, 1.70064816e+06, 1.74890072e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.72476603e+06, 1.72476603e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.72476603e+06, 1.72485819e+06, 1.72471375e+06, ], 'CountWeightedFullL1Prefire' : [ 1.72476603e+06, 1.70064816e+06, 1.74890072e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.72476603e+06, 1.72476603e+06, ], }), ("nof_tree_events", 1835965), ("nof_db_events", 1835965), ("fsize_local", 11962745238), # 11.96GB, avg file size 2.99GB ("fsize_db", 107485243900), # 107.49GB, avg file size 1.34GB ("use_it", False), ("xsection", 0.07452), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_2Jets_MLL-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_3Jets_MLL-4to50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_3Jets_MLL-4to50"), ("nof_files", 5), ("nof_db_files", 110), ("nof_events", { 'Count' : [ 2069899, ], 'CountWeighted' : [ 2.06400463e+06, 2.06388810e+06, 2.06379789e+06, ], 'CountWeightedLHEEnvelope' : [ 2.06400463e+06, 2.06400463e+06, ], 'CountWeightedFull' : [ 2.06400463e+06, 2.06388810e+06, 2.06379789e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.06400463e+06, 2.06400463e+06, ], 'CountWeightedL1PrefireNom' : [ 1.97584924e+06, 1.97569436e+06, 1.97587043e+06, ], 'CountWeightedL1Prefire' : [ 1.97584924e+06, 1.95475739e+06, 1.99652907e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.97584924e+06, 1.97584924e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.97584924e+06, 1.97569436e+06, 1.97587043e+06, ], 'CountWeightedFullL1Prefire' : [ 1.97584924e+06, 1.95475739e+06, 1.99652907e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.97584924e+06, 1.97584924e+06, ], }), ("nof_tree_events", 2069899), ("nof_db_events", 2069899), ("fsize_local", 13112404759), # 13.11GB, avg file size 2.62GB ("fsize_db", 117165529475), # 117.17GB, avg file size 1.07GB ("use_it", False), ("xsection", 0.0799), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_3Jets_MLL-4to50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo3LNu_3Jets_MLL-50_TuneCP5_13TeV-madgraphMLM-pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo3LNu_3Jets_MLL-50"), ("nof_files", 8), ("nof_db_files", 98), ("nof_events", { 'Count' : [ 1832414, ], 'CountWeighted' : [ 1.82464433e+06, 1.82458214e+06, 1.82462755e+06, ], 'CountWeightedLHEEnvelope' : [ 1.82464433e+06, 1.82464433e+06, ], 'CountWeightedFull' : [ 1.82464433e+06, 1.82458214e+06, 1.82462755e+06, ], 'CountWeightedFullLHEEnvelope' : [ 1.82464433e+06, 1.82464433e+06, ], 'CountWeightedL1PrefireNom' : [ 1.71074536e+06, 1.71058859e+06, 1.71086339e+06, ], 'CountWeightedL1Prefire' : [ 1.71074536e+06, 1.68493441e+06, 1.73648125e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.71074536e+06, 1.71074536e+06, ], 'CountWeightedFullL1PrefireNom' : [ 1.71074536e+06, 1.71058859e+06, 1.71086339e+06, ], 'CountWeightedFullL1Prefire' : [ 1.71074536e+06, 1.68493441e+06, 1.73648125e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.71074536e+06, 1.71074536e+06, ], }), ("nof_tree_events", 1832414), ("nof_db_events", 1832414), ("fsize_local", 14585029049), # 14.59GB, avg file size 1.82GB ("fsize_db", 115010601689), # 115.01GB, avg file size 1.17GB ("use_it", False), ("xsection", 0.1068), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo3LNu_3Jets_MLL-50"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo2L2Q_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo2L2Q"), ("nof_files", 56), ("nof_db_files", 406), ("nof_events", { 'Count' : [ 27582164, ], 'CountWeighted' : [ 1.66623886e+07, 1.66656546e+07, 1.66637100e+07, ], 'CountWeightedLHEWeightScale' : [ 1.71533145e+07, 1.74672813e+07, 1.77113551e+07, 1.62957298e+07, 1.66623707e+07, 1.69395136e+07, 1.55746545e+07, 1.59819236e+07, 1.62815855e+07, ], 'CountWeightedLHEEnvelope' : [ 1.92663752e+07, 1.43064840e+07, ], 'CountWeightedFull' : [ 2.69148655e+08, 2.69182736e+08, 2.69136851e+08, ], 'CountWeightedFullLHEWeightScale' : [ 2.77052119e+08, 2.82123159e+08, 2.86065162e+08, 2.63200860e+08, 2.69148412e+08, 2.73599003e+08, 2.51554504e+08, 2.58133306e+08, 2.62972334e+08, ], 'CountWeightedFullLHEEnvelope' : [ 3.11181439e+08, 2.31071460e+08, ], 'CountWeightedL1PrefireNom' : [ 1.62157850e+07, 1.62173084e+07, 1.62169634e+07, ], 'CountWeightedL1Prefire' : [ 1.62157850e+07, 1.61052556e+07, 1.63233979e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.66793798e+07, 1.69935943e+07, 1.72363145e+07, 1.58484850e+07, 1.62157680e+07, 1.64910653e+07, 1.51501821e+07, 1.55567334e+07, 1.58557538e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.87397000e+07, 1.39271796e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.61924577e+08, 2.61938848e+08, 2.61922827e+08, ], 'CountWeightedFullL1Prefire' : [ 2.61924577e+08, 2.60138542e+08, 2.63663171e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 2.69397314e+08, 2.74472412e+08, 2.78392614e+08, 2.55977096e+08, 2.61924364e+08, 2.66355905e+08, 2.44698464e+08, 2.51265513e+08, 2.56094540e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.02674783e+08, 2.24945171e+08, ], }), ("nof_tree_events", 27582164), ("nof_db_events", 27582164), ("fsize_local", 135161778082), # 135.16GB, avg file size 2.41GB ("fsize_db", 1286368112175), # 1.29TB, avg file size 3.17GB ("use_it", False), ("xsection", 5.6), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo2L2Q"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WZTo1L1Nu2Q_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "WZ"), ("process_name_specific", "WZTo1L1Nu2Q"), ("nof_files", 39), ("nof_db_files", 309), ("nof_events", { 'Count' : [ 19086373, ], 'CountWeighted' : [ 1.13483405e+07, 1.13466909e+07, 1.13478264e+07, ], 'CountWeightedLHEWeightScale' : [ 1.18015698e+07, 1.18679576e+07, 1.19544780e+07, 1.12621505e+07, 1.13482788e+07, 1.14303388e+07, 1.07929848e+07, 1.08916445e+07, 1.09742609e+07, ], 'CountWeightedLHEEnvelope' : [ 1.30277174e+07, 9.86479480e+06, ], 'CountWeightedFull' : [ 3.52354613e+08, 3.52303263e+08, 3.52301006e+08, ], 'CountWeightedFullLHEWeightScale' : [ 3.66446180e+08, 3.68508906e+08, 3.71194336e+08, 3.49697019e+08, 3.52343154e+08, 3.54919726e+08, 3.35129247e+08, 3.38192640e+08, 3.40758091e+08, ], 'CountWeightedFullLHEEnvelope' : [ 4.04519556e+08, 3.06308707e+08, ], 'CountWeightedL1PrefireNom' : [ 1.10584293e+07, 1.10568109e+07, 1.10585273e+07, ], 'CountWeightedL1Prefire' : [ 1.10584293e+07, 1.09855758e+07, 1.11289544e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.14941309e+07, 1.15621630e+07, 1.16487153e+07, 1.09711955e+07, 1.10583461e+07, 1.11413411e+07, 1.05163460e+07, 1.06162243e+07, 1.06996862e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.26873278e+07, 9.61902077e+06, ], 'CountWeightedFullL1PrefireNom' : [ 3.43357930e+08, 3.43313716e+08, 3.43340748e+08, ], 'CountWeightedFullL1Prefire' : [ 3.43357930e+08, 3.41097192e+08, 3.45549216e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.56900159e+08, 3.59013386e+08, 3.61700430e+08, 3.40662848e+08, 3.43349650e+08, 3.45946177e+08, 3.26539434e+08, 3.29640719e+08, 3.32232214e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.93949975e+08, 2.98677218e+08, ], }), ("nof_tree_events", 19086373), ("nof_db_events", 19086373), ("fsize_local", 93832077240), # 93.83GB, avg file size 2.41GB ("fsize_db", 888745631538), # 888.75GB, avg file size 2.88GB ("use_it", False), ("xsection", 10.71), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WZTo1L1Nu2Q"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZZTo4L_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ZZTo4L"), ("nof_files", 15), ("nof_db_files", 80), ("nof_events", { 'Count' : [ 6964071, ], 'CountWeighted' : [ 6.89432496e+06, 6.89342016e+06, 6.89418545e+06, ], 'CountWeightedLHEWeightScale' : [ 6.61333904e+06, 7.03923265e+06, 7.27458338e+06, 6.42766576e+06, 6.89432496e+06, 7.19003389e+06, 6.27996432e+06, 6.77801003e+06, 7.12255795e+06, ], 'CountWeightedLHEEnvelope' : [ 7.34020519e+06, 6.30490910e+06, ], 'CountWeightedFull' : [ 9.22740638e+06, 9.22632710e+06, 9.22674098e+06, ], 'CountWeightedFullLHEWeightScale' : [ 8.85128319e+06, 9.42117847e+06, 9.73635345e+06, 8.60276692e+06, 9.22740638e+06, 9.62313773e+06, 8.40514428e+06, 9.07162948e+06, 9.53282738e+06, ], 'CountWeightedFullLHEEnvelope' : [ 9.82409703e+06, 8.43846120e+06, ], 'CountWeightedL1PrefireNom' : [ 6.78704918e+06, 6.78624079e+06, 6.78712160e+06, ], 'CountWeightedL1Prefire' : [ 6.78704918e+06, 6.75931240e+06, 6.81409114e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 6.50704061e+06, 6.92997001e+06, 7.16339142e+06, 6.32387017e+06, 6.78704918e+06, 7.08061503e+06, 6.17823704e+06, 6.67270457e+06, 7.01460401e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 7.22881363e+06, 6.20269703e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.08384105e+06, 9.08282608e+06, 9.08359496e+06, ], 'CountWeightedFullL1Prefire' : [ 9.08384105e+06, 9.04667579e+06, 9.12008633e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 8.70901942e+06, 9.27498602e+06, 9.58751723e+06, 8.46386106e+06, 9.08384105e+06, 9.47669057e+06, 8.26898384e+06, 8.93068571e+06, 9.38834607e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.67502604e+06, 8.30168042e+06, ], }), ("nof_tree_events", 6964071), ("nof_db_events", 6964071), ("fsize_local", 23911060237), # 23.91GB, avg file size 1.59GB ("fsize_db", 292257995604), # 292.26GB, avg file size 3.65GB ("use_it", True), ("xsection", 1.3816), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZZTo4L"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZZTo4L_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ZZTo4L_ext1"), ("nof_files", 197), ("nof_db_files", 1128), ("nof_events", { 'Count' : [ 98091559, ], 'CountWeighted' : [ 9.70835575e+07, 9.71172775e+07, 9.71032800e+07, ], 'CountWeightedLHEWeightScale' : [ 9.31470151e+07, 9.91479214e+07, 1.02465235e+08, 9.05305055e+07, 9.70835575e+07, 1.01272579e+08, 8.84509397e+07, 9.54656554e+07, 1.00322586e+08, ], 'CountWeightedLHEEnvelope' : [ 1.03385264e+08, 8.88066926e+07, ], 'CountWeightedFull' : [ 1.29934461e+08, 1.29926563e+08, 1.29954783e+08, ], 'CountWeightedFullLHEWeightScale' : [ 1.24667912e+08, 1.32699896e+08, 1.37139968e+08, 1.21166230e+08, 1.29934461e+08, 1.35543739e+08, 1.18382634e+08, 1.27771763e+08, 1.34272395e+08, ], 'CountWeightedFullLHEEnvelope' : [ 1.38371467e+08, 1.18858915e+08, ], 'CountWeightedL1PrefireNom' : [ 9.55779489e+07, 9.56021510e+07, 9.55961373e+07, ], 'CountWeightedL1Prefire' : [ 9.55779489e+07, 9.51877842e+07, 9.59588030e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 9.16502904e+07, 9.76096299e+07, 1.00899556e+08, 8.90688257e+07, 9.55779489e+07, 9.97318664e+07, 8.70181315e+07, 9.39828310e+07, 9.88025155e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.01816764e+08, 8.73672765e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.27920262e+08, 1.27910719e+08, 1.27939248e+08, ], 'CountWeightedFullL1Prefire' : [ 1.27920262e+08, 1.27397661e+08, 1.28428454e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.22664713e+08, 1.30641143e+08, 1.35044333e+08, 1.19209874e+08, 1.27920262e+08, 1.33481546e+08, 1.16464992e+08, 1.25786821e+08, 1.32237743e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.36272149e+08, 1.16932408e+08, ], }), ("nof_tree_events", 98091559), ("nof_db_events", 98091559), ("fsize_local", 333776325757), # 333.78GB, avg file size 1.69GB ("fsize_db", 4014158215850), # 4.01TB, avg file size 3.56GB ("use_it", True), ("xsection", 1.3816), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZZTo4L_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZZTo4L_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext2-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ZZTo4L_ext2"), ("nof_files", 175), ("nof_db_files", 1623), ("nof_events", { 'Count' : [ 86763486, ], 'CountWeighted' : [ 8.58936216e+07, 8.58819794e+07, 8.58782507e+07, ], 'CountWeightedLHEWeightScale' : [ 8.23909269e+07, 8.76983502e+07, 9.06298879e+07, 8.00762899e+07, 8.58936216e+07, 8.95755041e+07, 7.82364046e+07, 8.44402160e+07, 8.87350126e+07, ], 'CountWeightedLHEEnvelope' : [ 9.14458504e+07, 7.85488960e+07, ], 'CountWeightedPSWeight' : [ 8.58848290e+07, 8.58867213e+07, 1.08412672e+08, 8.58856233e+07, 8.58610282e+07, 6.47240886e+07, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 1.16124366e+08, 1.16129848e+08, 1.46547612e+08, 1.16124815e+08, 1.16057617e+08, 8.75202599e+07, ], 'CountWeightedFull' : [ 1.14941057e+08, 1.14942374e+08, 1.14946722e+08, ], 'CountWeightedFullLHEWeightScale' : [ 1.10266514e+08, 1.17369422e+08, 1.21293635e+08, 1.07168569e+08, 1.14941057e+08, 1.19882149e+08, 1.04706744e+08, 1.13009240e+08, 1.18757336e+08, ], 'CountWeightedFullLHEEnvelope' : [ 1.22385201e+08, 1.05124306e+08, ], 'CountWeightedFullPSWeight' : [ 1.14940041e+08, 1.14945183e+08, 1.45091659e+08, 1.14940714e+08, 1.14910536e+08, 8.66227448e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 1.55404853e+08, 1.55420018e+08, 1.96127817e+08, 1.55406115e+08, 1.55323675e+08, 1.17131587e+08, ], 'CountWeightedL1PrefireNom' : [ 8.45571248e+07, 8.45464529e+07, 8.45476410e+07, ], 'CountWeightedL1Prefire' : [ 8.45571248e+07, 8.42111846e+07, 8.48934827e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 8.10670689e+07, 8.63378442e+07, 8.92452298e+07, 7.87834932e+07, 8.45571248e+07, 8.82128495e+07, 7.69692011e+07, 8.31286857e+07, 8.73905860e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.00587630e+07, 7.72758098e+07, ], 'CountWeightedPSWeightL1PrefireNom' : [ 8.45519892e+07, 8.45515875e+07, 1.06690263e+08, 8.45495872e+07, 8.45302123e+07, 6.37516959e+07, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.14335010e+08, 1.14336688e+08, 1.44235081e+08, 1.14331063e+08, 1.14271002e+08, 8.62142704e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.13155992e+08, 1.13154481e+08, 1.13164012e+08, ], 'CountWeightedFullL1Prefire' : [ 1.13155992e+08, 1.12693256e+08, 1.13605915e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.08494826e+08, 1.15548924e+08, 1.19440451e+08, 1.05438580e+08, 1.13155992e+08, 1.18058555e+08, 1.03010918e+08, 1.11253881e+08, 1.16958109e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.20528928e+08, 1.03420732e+08, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 1.13156967e+08, 1.13158418e+08, 1.42786730e+08, 1.13153353e+08, 1.13129572e+08, 8.53213909e+07, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 1.53011675e+08, 1.53020387e+08, 1.93033235e+08, 1.53006956e+08, 1.52932743e+08, 1.15383851e+08, ], }), ("nof_tree_events", 86763486), ("nof_db_events", 86763486), ("fsize_local", 298740202758), # 298.74GB, avg file size 1.71GB ("fsize_db", 3665584889110), # 3.67TB, avg file size 2.26GB ("use_it", True), ("xsection", 1.3816), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 4), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZZTo4L_ext2"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZZTo2L2Nu_13TeV_powheg_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ZZTo2L2Nu"), ("nof_files", 18), ("nof_db_files", 112), ("nof_events", { 'Count' : [ 8744768, ], 'CountWeighted' : [ 8.73338109e+06, 8.73295306e+06, 8.73555331e+06, ], 'CountWeightedLHEWeightScale' : [ 8.78415831e+06, 8.89445231e+06, 8.99105672e+06, 8.60982922e+06, 8.73338109e+06, 8.84052522e+06, 8.46426850e+06, 8.59944472e+06, 8.71471550e+06, ], 'CountWeightedLHEEnvelope' : [ 8.99000256e+06, 8.49073047e+06, ], 'CountWeightedFull' : [ 5.25509528e+06, 5.25412562e+06, 5.25455864e+06, ], 'CountWeightedFullLHEWeightScale' : [ 5.28488475e+06, 5.35112673e+06, 5.40934200e+06, 5.18001819e+06, 5.25509528e+06, 5.31878731e+06, 5.09237931e+06, 5.17386395e+06, 5.24313381e+06, ], 'CountWeightedFullLHEEnvelope' : [ 5.40869298e+06, 5.10842144e+06, ], 'CountWeightedL1PrefireNom' : [ 8.50751278e+06, 8.50700841e+06, 8.50935166e+06, ], 'CountWeightedL1Prefire' : [ 8.50751278e+06, 8.45334684e+06, 8.56109103e+06, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 8.55611197e+06, 8.66402759e+06, 8.75851200e+06, 8.38647912e+06, 8.50751278e+06, 8.61236259e+06, 8.24484294e+06, 8.37734753e+06, 8.49024775e+06, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.75766934e+06, 8.27081847e+06, ], 'CountWeightedFullL1PrefireNom' : [ 5.11902562e+06, 5.11817098e+06, 5.11880202e+06, ], 'CountWeightedFullL1Prefire' : [ 5.11902562e+06, 5.08632312e+06, 5.15115911e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 5.14767238e+06, 5.21251794e+06, 5.26942656e+06, 5.04561712e+06, 5.11902562e+06, 5.18151000e+06, 4.96035044e+06, 5.04018900e+06, 5.10806131e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 5.26891111e+06, 4.97606080e+06, ], }), ("nof_tree_events", 8744768), ("nof_db_events", 8744768), ("fsize_local", 33988754097), # 33.99GB, avg file size 1.89GB ("fsize_db", 380491063113), # 380.49GB, avg file size 3.40GB ("use_it", False), ("xsection", 0.6204), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZZTo2L2Nu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZZTo2L2Q_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ZZTo2L2Q"), ("nof_files", 56), ("nof_db_files", 409), ("nof_events", { 'Count' : [ 27840918, ], 'CountWeighted' : [ 1.77684303e+07, 1.77692112e+07, 1.77675896e+07, ], 'CountWeightedLHEWeightScale' : [ 1.81293777e+07, 1.84314184e+07, 1.86558831e+07, 1.73897751e+07, 1.77680772e+07, 1.80450002e+07, 1.67612702e+07, 1.71943556e+07, 1.75133420e+07, ], 'CountWeightedLHEEnvelope' : [ 2.02849817e+07, 1.54492196e+07, ], 'CountWeightedFull' : [ 1.56973013e+08, 1.56956074e+08, 1.56974113e+08, ], 'CountWeightedFullLHEWeightScale' : [ 1.60163414e+08, 1.62832940e+08, 1.64814924e+08, 1.53629340e+08, 1.56965558e+08, 1.59418072e+08, 1.48076884e+08, 1.51902571e+08, 1.54721221e+08, ], 'CountWeightedFullLHEEnvelope' : [ 1.79207575e+08, 1.36485465e+08, ], 'CountWeightedL1PrefireNom' : [ 1.72948903e+07, 1.72950596e+07, 1.72947818e+07, ], 'CountWeightedL1Prefire' : [ 1.72948903e+07, 1.71768359e+07, 1.74096866e+07, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.76358237e+07, 1.79358771e+07, 1.81574534e+07, 1.69193669e+07, 1.72944845e+07, 1.75689111e+07, 1.63107632e+07, 1.67403289e+07, 1.70564720e+07, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.97369492e+07, 1.50417704e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.52789805e+08, 1.52776418e+08, 1.52794984e+08, ], 'CountWeightedFullL1Prefire' : [ 1.52789805e+08, 1.51746834e+08, 1.53803221e+08, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.55803082e+08, 1.58454851e+08, 1.60411564e+08, 1.49473532e+08, 1.52783770e+08, 1.55212075e+08, 1.44096788e+08, 1.47891820e+08, 1.50684983e+08, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 1.74365834e+08, 1.32885925e+08, ], }), ("nof_tree_events", 27840918), ("nof_db_events", 27840918), ("fsize_local", 134422894348), # 134.42GB, avg file size 2.40GB ("fsize_db", 1296656277482), # 1.30TB, avg file size 3.17GB ("use_it", False), ("xsection", 6.072), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZZTo2L2Q"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4tau_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo4tau"), ("nof_files", 1), ("nof_db_files", 30), ("nof_events", { 'Count' : [ 485420, ], 'CountWeighted' : [ 4.85408062e+05, 4.85358625e+05, 4.85347188e+05, ], 'CountWeightedLHEEnvelope' : [ 4.85408062e+05, 4.85408062e+05, ], 'CountWeightedPSWeight' : [ 4.79658125e+05, 4.79699156e+05, 6.57554625e+05, 4.79815531e+05, 4.79592031e+05, 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'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.78166625e+05, 4.77753906e+05, 6.54750938e+05, 4.77468938e+05, 4.77810375e+05, 3.20040062e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.77814469e+05, 4.77766500e+05, 4.77779156e+05, ], 'CountWeightedFullL1Prefire' : [ 4.77814469e+05, 4.75891156e+05, 4.79656312e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.77814469e+05, 4.77814469e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.72561625e+05, 4.72142875e+05, 6.47039250e+05, 4.71842062e+05, 4.72205562e+05, 3.16302688e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.78144625e+05, 4.77730531e+05, 6.54717000e+05, 4.77442562e+05, 4.77785906e+05, 3.20024688e+05, ], }), ("nof_tree_events", 485420), ("nof_db_events", 485420), ("fsize_local", 2385787055), # 2.39GB, avg file size 2.39GB ("fsize_db", 21715964564), # 21.72GB, avg file size 723.87MB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4tau"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4tau_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo4tau_ext1"), ("nof_files", 1), ("nof_db_files", 44), ("nof_events", { 'Count' : [ 476400, ], 'CountWeighted' : [ 4.76315062e+05, 4.76455875e+05, 4.76398375e+05, ], 'CountWeightedLHEEnvelope' : [ 4.76315062e+05, 4.76315062e+05, ], 'CountWeightedPSWeight' : [ 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4.66762000e+05, 4.66855875e+05, 3.19515406e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.72526656e+05, 4.72331406e+05, 6.39135000e+05, 4.72252719e+05, 4.72289062e+05, 3.23239219e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.72308938e+05, 4.72408531e+05, 4.72388469e+05, ], 'CountWeightedFullL1Prefire' : [ 4.72308938e+05, 4.71154125e+05, 4.73381625e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.72308938e+05, 4.72308938e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.67037969e+05, 4.66808562e+05, 6.31685688e+05, 4.66744688e+05, 4.66839219e+05, 3.19504812e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.72512000e+05, 4.72316188e+05, 6.39112562e+05, 4.72235156e+05, 4.72272219e+05, 3.23228469e+05, ], }), ("nof_tree_events", 476400), ("nof_db_events", 477200), ("fsize_local", 2075001859), # 2.08GB, avg file size 2.08GB ("fsize_db", 20745472369), # 20.75GB, avg file size 471.49MB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4tau_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4mu_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo4mu"), ("nof_files", 4), ("nof_db_files", 56), ("nof_events", { 'Count' : [ 971500, ], 'CountWeighted' : [ 9.71548828e+05, 9.71502312e+05, 9.71491422e+05, ], 'CountWeightedLHEEnvelope' : [ 9.71548828e+05, 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9.46198234e+05, 9.45413047e+05, 1.29417309e+06, 9.44379000e+05, 9.44518766e+05, 6.33492172e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.57540312e+05, 9.56741047e+05, 1.30974647e+06, 9.55690656e+05, 9.55860875e+05, 6.41038859e+05, ], 'CountWeightedFullL1PrefireNom' : [ 9.56708938e+05, 9.56654969e+05, 9.56710609e+05, ], 'CountWeightedFullL1Prefire' : [ 9.56708938e+05, 9.52858109e+05, 9.60331797e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.56708938e+05, 9.56708938e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 9.46152844e+05, 9.45365047e+05, 1.29410322e+06, 9.44325562e+05, 9.44467734e+05, 6.33460250e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.57494250e+05, 9.56691047e+05, 1.30967444e+06, 9.55636531e+05, 9.55809031e+05, 6.41006516e+05, ], }), ("nof_tree_events", 971500), ("nof_db_events", 971500), ("fsize_local", 5597407887), # 5.60GB, avg file size 1.40GB ("fsize_db", 47581811116), # 47.58GB, avg file size 849.68MB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4mu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4mu_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo4mu_ext1"), ("nof_files", 2), ("nof_db_files", 46), ("nof_events", { 'Count' : [ 995200, ], 'CountWeighted' : [ 9.95252750e+05, 9.95078656e+05, 9.95116312e+05, ], 'CountWeightedLHEEnvelope' : [ 9.95252750e+05, 9.95252750e+05, ], 'CountWeightedPSWeight' : [ 9.83004625e+05, 9.83157062e+05, 1.33053094e+06, 9.83121062e+05, 9.82937406e+05, 6.72295906e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 9.95137500e+05, 9.95345375e+05, 1.34703931e+06, 9.95269281e+05, 9.95052781e+05, 6.80544250e+05, ], 'CountWeightedFull' : [ 9.95219250e+05, 9.95045094e+05, 9.95083938e+05, ], 'CountWeightedFullLHEEnvelope' : [ 9.95219250e+05, 9.95219250e+05, ], 'CountWeightedFullPSWeight' : [ 9.82974500e+05, 9.83124844e+05, 1.33048375e+06, 9.83084531e+05, 9.82903375e+05, 6.72274531e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 9.95107000e+05, 9.95312656e+05, 1.34699138e+06, 9.95232375e+05, 9.95018188e+05, 6.80522500e+05, ], 'CountWeightedL1PrefireNom' : [ 9.86785094e+05, 9.86638875e+05, 9.86681250e+05, ], 'CountWeightedL1Prefire' : [ 9.86785094e+05, 9.84235375e+05, 9.89075031e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.86785094e+05, 9.86785094e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.74975500e+05, 9.74761500e+05, 1.31910694e+06, 9.74474719e+05, 9.74777031e+05, 6.66783062e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.86956250e+05, 9.86792188e+05, 1.33539606e+06, 9.86459688e+05, 9.86734000e+05, 6.74926625e+05, ], 'CountWeightedFullL1PrefireNom' : [ 9.86752344e+05, 9.86605875e+05, 9.86649250e+05, ], 'CountWeightedFullL1Prefire' : [ 9.86752344e+05, 9.84202781e+05, 9.89042219e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.86752344e+05, 9.86752344e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 9.74946062e+05, 9.74729844e+05, 1.31906088e+06, 9.74439156e+05, 9.74743656e+05, 6.66762125e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.86926406e+05, 9.86760062e+05, 1.33534925e+06, 9.86423750e+05, 9.86700156e+05, 6.74905344e+05, ], }), ("nof_tree_events", 995200), ("nof_db_events", 1001800), ("fsize_local", 5192520191), # 5.19GB, avg file size 2.60GB ("fsize_db", 47080495649), # 47.08GB, avg file size 1.02GB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4mu_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4mu_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext2-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo4mu_ext2"), ("nof_files", 2), ("nof_db_files", 39), ("nof_events", { 'Count' : [ 960481, ], 'CountWeighted' : [ 9.60405906e+05, 9.60542156e+05, 9.60526438e+05, ], 'CountWeightedLHEEnvelope' : [ 9.60405906e+05, 9.60405906e+05, ], 'CountWeightedPSWeight' : [ 9.60184750e+05, 9.60471812e+05, 1.29965656e+06, 9.60092969e+05, 9.59470531e+05, 6.56261125e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 9.60512281e+05, 9.60806781e+05, 1.30010475e+06, 9.60420781e+05, 9.59783406e+05, 6.56476750e+05, ], 'CountWeightedFull' : [ 9.60374656e+05, 9.60509719e+05, 9.60494500e+05, ], 'CountWeightedFullLHEEnvelope' : [ 9.60374656e+05, 9.60374656e+05, ], 'CountWeightedFullPSWeight' : [ 9.60155406e+05, 9.60440688e+05, 1.29961138e+06, 9.60058000e+05, 9.59437719e+05, 6.56239969e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 9.60482875e+05, 9.60775562e+05, 1.30005950e+06, 9.60385750e+05, 9.59750594e+05, 6.56455594e+05, ], 'CountWeightedL1PrefireNom' : [ 9.51794719e+05, 9.51873250e+05, 9.51906156e+05, ], 'CountWeightedL1Prefire' : [ 9.51794719e+05, 9.49227438e+05, 9.54109281e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.51794719e+05, 9.51794719e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.51835969e+05, 9.51758750e+05, 1.28782281e+06, 9.51129938e+05, 9.51008344e+05, 6.50533219e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.52153656e+05, 9.52083688e+05, 1.28825731e+06, 9.51447062e+05, 9.51311000e+05, 6.50742188e+05, ], 'CountWeightedFullL1PrefireNom' : [ 9.51763969e+05, 9.51841656e+05, 9.51874969e+05, ], 'CountWeightedFullL1Prefire' : [ 9.51763969e+05, 9.49196594e+05, 9.54078156e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.51763969e+05, 9.51763969e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 9.51807312e+05, 9.51728156e+05, 1.28777875e+06, 9.51095750e+05, 9.50976062e+05, 6.50512531e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.52124969e+05, 9.52053188e+05, 1.28821306e+06, 9.51412781e+05, 9.51278750e+05, 6.50721438e+05, ], }), ("nof_tree_events", 960481), ("nof_db_events", 960481), ("fsize_local", 5035135031), # 5.04GB, avg file size 2.52GB ("fsize_db", 45395004312), # 45.40GB, avg file size 1.16GB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4mu_ext2"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4e_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo4e"), ("nof_files", 2), ("nof_db_files", 65), 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9.32028250e+05, 9.49250094e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.40643281e+05, 9.40643281e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.29926031e+05, 9.29158688e+05, 1.27230694e+06, 9.28542219e+05, 9.28734312e+05, 6.22835438e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.41196125e+05, 9.40391719e+05, 1.28776975e+06, 9.39806938e+05, 9.40022062e+05, 6.30351375e+05, ], 'CountWeightedFullL1PrefireNom' : [ 9.40592625e+05, 9.40563562e+05, 9.40504688e+05, ], 'CountWeightedFullL1Prefire' : [ 9.40592625e+05, 9.31978438e+05, 9.49198594e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.40592625e+05, 9.40592625e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 9.29880469e+05, 9.29109875e+05, 1.27223594e+06, 9.28488219e+05, 9.28682781e+05, 6.22803688e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.41150031e+05, 9.40342375e+05, 1.28769806e+06, 9.39752438e+05, 9.39969844e+05, 6.30319375e+05, ], }), ("nof_tree_events", 976928), ("nof_db_events", 976928), ("fsize_local", 5843093632), # 5.84GB, avg file size 2.92GB ("fsize_db", 52618761774), # 52.62GB, avg file size 809.52MB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4e"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4e_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo4e_ext1"), ("nof_files", 2), ("nof_db_files", 41), ("nof_events", { 'Count' : [ 957300, ], 'CountWeighted' : [ 9.57270906e+05, 9.57479062e+05, 9.57265906e+05, ], 'CountWeightedLHEEnvelope' : [ 9.57270906e+05, 9.57270906e+05, ], 'CountWeightedPSWeight' : [ 9.45836562e+05, 9.45872406e+05, 1.27992019e+06, 9.45831906e+05, 9.45572062e+05, 6.46908375e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 9.57308688e+05, 9.57375406e+05, 1.29548988e+06, 9.57297625e+05, 9.56987156e+05, 6.54697500e+05, ], 'CountWeightedFull' : [ 9.57238344e+05, 9.57444875e+05, 9.57233000e+05, ], 'CountWeightedFullLHEEnvelope' : [ 9.57238344e+05, 9.57238344e+05, ], 'CountWeightedFullPSWeight' : [ 9.45806500e+05, 9.45840344e+05, 1.27987406e+06, 9.45796125e+05, 9.45538656e+05, 6.46886969e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 9.57278125e+05, 9.57342750e+05, 1.29544288e+06, 9.57261219e+05, 9.56953094e+05, 6.54675812e+05, ], 'CountWeightedL1PrefireNom' : [ 9.27703438e+05, 9.27800031e+05, 9.27728594e+05, ], 'CountWeightedL1Prefire' : [ 9.27703438e+05, 9.20395312e+05, 9.34976406e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 9.27703438e+05, 9.27703438e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 9.16878438e+05, 9.16806781e+05, 1.24052600e+06, 9.16724062e+05, 9.16655375e+05, 6.27196594e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.27797281e+05, 9.27750031e+05, 1.25533300e+06, 9.27632250e+05, 9.27519500e+05, 6.34612781e+05, ], 'CountWeightedFullL1PrefireNom' : [ 9.27672281e+05, 9.27767719e+05, 9.27697344e+05, ], 'CountWeightedFullL1Prefire' : [ 9.27672281e+05, 9.20364438e+05, 9.34944938e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 9.27672281e+05, 9.27672281e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 9.16849688e+05, 9.16776031e+05, 1.24048206e+06, 9.16689938e+05, 9.16623625e+05, 6.27176219e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 9.27768062e+05, 9.27718875e+05, 1.25528831e+06, 9.27597531e+05, 9.27487094e+05, 6.34592062e+05, ], }), ("nof_tree_events", 957300), ("nof_db_events", 957300), ("fsize_local", 5219488668), # 5.22GB, avg file size 2.61GB ("fsize_db", 49825784818), # 49.83GB, avg file size 1.22GB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4e_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo4e_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext2-v1/MINIAODSIM"] = OD([ 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'CountWeightedL1PrefireNom' : [ 8.37591781e+05, 8.37578094e+05, 8.37702438e+05, ], 'CountWeightedL1Prefire' : [ 8.37591781e+05, 8.30631594e+05, 8.44535312e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 8.37591781e+05, 8.37591781e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 8.36816125e+05, 8.37086938e+05, 1.13239466e+06, 8.36798812e+05, 8.36001344e+05, 5.72057828e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 8.37604000e+05, 8.37875906e+05, 1.13348178e+06, 8.37586312e+05, 8.36797562e+05, 5.72584125e+05, ], 'CountWeightedFullL1PrefireNom' : [ 8.37563312e+05, 8.37549562e+05, 8.37673656e+05, ], 'CountWeightedFullL1Prefire' : [ 8.37563312e+05, 8.30603688e+05, 8.44506656e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 8.37563312e+05, 8.37563312e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 8.36790250e+05, 8.37059375e+05, 1.13235503e+06, 8.36767844e+05, 8.35972344e+05, 5.72039062e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 8.37578031e+05, 8.37848281e+05, 1.13344212e+06, 8.37555312e+05, 8.36768531e+05, 5.72565375e+05, ], }), ("nof_tree_events", 866000), ("nof_db_events", 866000), ("fsize_local", 4745107433), # 4.75GB, avg file size 2.37GB ("fsize_db", 45339904259), # 45.34GB, avg file size 964.68MB ("use_it", True), ("xsection", 0.002703), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo4e_ext2"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo2e2tau_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo2e2tau"), ("nof_files", 1), ("nof_db_files", 25), ("nof_events", { 'Count' : [ 400000, ], 'CountWeighted' : [ 3.99908312e+05, 4.00067625e+05, 3.99958156e+05, ], 'CountWeightedLHEEnvelope' : [ 3.99908312e+05, 3.99908312e+05, ], 'CountWeightedPSWeight' : [ 3.99886719e+05, 3.99562406e+05, 5.47963562e+05, 3.99860125e+05, 4.00122344e+05, 2.67840094e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.00020625e+05, 3.99696875e+05, 5.48140000e+05, 3.99993875e+05, 4.00250312e+05, 2.67931562e+05, ], 'CountWeightedFull' : [ 3.99886875e+05, 4.00045750e+05, 3.99936531e+05, ], 'CountWeightedFullLHEEnvelope' : [ 3.99886875e+05, 3.99886875e+05, ], 'CountWeightedFullPSWeight' : [ 3.99866594e+05, 3.99541469e+05, 5.47932688e+05, 3.99836562e+05, 4.00099625e+05, 2.67826000e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 4.00000438e+05, 3.99675906e+05, 5.48109188e+05, 3.99970281e+05, 4.00227625e+05, 2.67917438e+05, ], 'CountWeightedL1PrefireNom' : [ 3.88995719e+05, 3.89086406e+05, 3.89035344e+05, ], 'CountWeightedL1Prefire' : [ 3.88995719e+05, 3.86342219e+05, 3.91613094e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.88995719e+05, 3.88995719e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 3.89222719e+05, 3.88566781e+05, 5.32796688e+05, 3.88560031e+05, 3.89279781e+05, 2.60657656e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.89353812e+05, 3.88698312e+05, 5.32969500e+05, 3.88690938e+05, 3.89405344e+05, 2.60747312e+05, ], 'CountWeightedFullL1PrefireNom' : [ 3.88975375e+05, 3.89065938e+05, 3.89014938e+05, ], 'CountWeightedFullL1Prefire' : [ 3.88975375e+05, 3.86322281e+05, 3.91592562e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.88975375e+05, 3.88975375e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.89203750e+05, 3.88547188e+05, 5.32767750e+05, 3.88537781e+05, 3.89258375e+05, 2.60644469e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.89334812e+05, 3.88678656e+05, 5.32940500e+05, 3.88668719e+05, 3.89383969e+05, 2.60734094e+05, ], }), ("nof_tree_events", 400000), ("nof_db_events", 500000), ("fsize_local", 2240627484), # 2.24GB, avg file size 2.24GB ("fsize_db", 24799309356), # 24.80GB, avg file size 991.97MB ("use_it", True), ("xsection", 0.005406), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo2e2tau"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo2e2tau_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo2e2tau_ext1"), ("nof_files", 1), ("nof_db_files", 21), ("nof_events", { 'Count' : [ 496000, ], 'CountWeighted' : [ 4.95978656e+05, 4.95967406e+05, 4.96021688e+05, ], 'CountWeightedLHEEnvelope' : [ 4.95978656e+05, 4.95978656e+05, ], 'CountWeightedPSWeight' : [ 4.95734000e+05, 4.95490125e+05, 6.71477375e+05, 4.95926312e+05, 4.96216719e+05, 3.38994969e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.95924250e+05, 4.95681188e+05, 6.71723562e+05, 4.96115250e+05, 4.96399750e+05, 3.39129500e+05, ], 'CountWeightedFull' : [ 4.95961250e+05, 4.95949469e+05, 4.96003562e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.95961250e+05, 4.95961250e+05, ], 'CountWeightedFullPSWeight' : [ 4.95717750e+05, 4.95472781e+05, 6.71451438e+05, 4.95907156e+05, 4.96196844e+05, 3.38983188e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 4.95907969e+05, 4.95663844e+05, 6.71697625e+05, 4.96096125e+05, 4.96379844e+05, 3.39117688e+05, ], 'CountWeightedL1PrefireNom' : [ 4.85565562e+05, 4.85537844e+05, 4.85609938e+05, ], 'CountWeightedL1Prefire' : [ 4.85565562e+05, 4.82898469e+05, 4.88172062e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.85565562e+05, 4.85565562e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 4.85394656e+05, 4.85022594e+05, 6.57293750e+05, 4.85407062e+05, 4.85892250e+05, 3.31960562e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.85582625e+05, 4.85211125e+05, 6.57536875e+05, 4.85593625e+05, 4.86073406e+05, 3.32093656e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.85548688e+05, 4.85520625e+05, 4.85592562e+05, ], 'CountWeightedFullL1Prefire' : [ 4.85548688e+05, 4.82881812e+05, 4.88154938e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.85548688e+05, 4.85548688e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.85379000e+05, 4.85006031e+05, 6.57268750e+05, 4.85388562e+05, 4.85873188e+05, 3.31949312e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.85567000e+05, 4.85194562e+05, 6.57511812e+05, 4.85575188e+05, 4.86054281e+05, 3.32082375e+05, ], }), ("nof_tree_events", 496000), ("nof_db_events", 496000), ("fsize_local", 2503471975), # 2.50GB, avg file size 2.50GB ("fsize_db", 23839960820), # 23.84GB, avg file size 1.14GB ("use_it", True), ("xsection", 0.005406), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo2e2tau_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo2e2mu_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo2e2mu"), ("nof_files", 3), ("nof_db_files", 28), ("nof_events", { 'Count' : [ 500000, ], 'CountWeighted' : [ 4.99970189e+05, 4.99963144e+05, 5.00000066e+05, ], 'CountWeightedLHEEnvelope' : [ 4.99970189e+05, 4.99970189e+05, ], 'CountWeightedPSWeight' : [ 4.99688173e+05, 4.99807225e+05, 6.84444439e+05, 4.99819007e+05, 4.99132118e+05, 3.34634203e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.99939759e+05, 5.00051406e+05, 6.84787461e+05, 5.00068433e+05, 4.99393759e+05, 3.34806960e+05, ], 'CountWeightedFull' : [ 4.99942768e+05, 4.99936261e+05, 4.99972451e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.99942768e+05, 4.99942768e+05, ], 'CountWeightedFullPSWeight' : [ 4.99662894e+05, 4.99779968e+05, 6.84405773e+05, 4.99788700e+05, 4.99104688e+05, 3.34616542e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 4.99914433e+05, 5.00024103e+05, 6.84748793e+05, 5.00038110e+05, 4.99366346e+05, 3.34789284e+05, ], 'CountWeightedL1PrefireNom' : [ 4.86281509e+05, 4.86256631e+05, 4.86317755e+05, ], 'CountWeightedL1Prefire' : [ 4.86281509e+05, 4.82930743e+05, 4.89570158e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.86281509e+05, 4.86281509e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 4.86338781e+05, 4.86035171e+05, 6.65494408e+05, 4.85689482e+05, 4.85599537e+05, 3.25641767e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.86583566e+05, 4.86273130e+05, 6.65827982e+05, 4.85932154e+05, 4.85853672e+05, 3.25809879e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.86255673e+05, 4.86231173e+05, 4.86291805e+05, ], 'CountWeightedFullL1Prefire' : [ 4.86255673e+05, 4.82905273e+05, 4.89543952e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.86255673e+05, 4.86255673e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.86314988e+05, 4.86009541e+05, 6.65458104e+05, 4.85660993e+05, 4.85573661e+05, 3.25625130e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.86559759e+05, 4.86247482e+05, 6.65791586e+05, 4.85903663e+05, 4.85827812e+05, 3.25793228e+05, ], }), ("nof_tree_events", 500000), ("nof_db_events", 500000), ("fsize_local", 3035480426), # 3.04GB, avg file size 1.01GB ("fsize_db", 26095529769), # 26.10GB, avg file size 931.98MB ("use_it", True), ("xsection", 0.005406), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo2e2mu"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo2e2mu_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo2e2mu_ext1"), ("nof_files", 1), ("nof_db_files", 26), ("nof_events", { 'Count' : [ 480700, ], 'CountWeighted' : [ 4.80757062e+05, 4.80765344e+05, 4.80679812e+05, ], 'CountWeightedLHEEnvelope' : [ 4.80757062e+05, 4.80757062e+05, ], 'CountWeightedPSWeight' : [ 4.80515125e+05, 4.80626812e+05, 6.49796500e+05, 4.80539688e+05, 4.79685906e+05, 3.28579500e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.80708875e+05, 4.80821938e+05, 6.50056312e+05, 4.80735625e+05, 4.79879969e+05, 3.28716125e+05, ], 'CountWeightedFull' : [ 4.80739250e+05, 4.80747812e+05, 4.80662469e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.80739250e+05, 4.80739250e+05, ], 'CountWeightedFullPSWeight' : [ 4.80499469e+05, 4.80609625e+05, 6.49772375e+05, 4.80520625e+05, 4.79668125e+05, 3.28568031e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 4.80693250e+05, 4.80804719e+05, 6.50032250e+05, 4.80716562e+05, 4.79862250e+05, 3.28704625e+05, ], 'CountWeightedL1PrefireNom' : [ 4.70551781e+05, 4.70547031e+05, 4.70504062e+05, ], 'CountWeightedL1Prefire' : [ 4.70551781e+05, 4.67915469e+05, 4.73101562e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.70551781e+05, 4.70551781e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 4.70399125e+05, 4.70423750e+05, 6.35947688e+05, 4.70260938e+05, 4.69553500e+05, 3.21679969e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.70589188e+05, 4.70615250e+05, 6.36202562e+05, 4.70453219e+05, 4.69743875e+05, 3.21814000e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.70534938e+05, 4.70530344e+05, 4.70487156e+05, ], 'CountWeightedFullL1Prefire' : [ 4.70534938e+05, 4.67898781e+05, 4.73084562e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.70534938e+05, 4.70534938e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.70383938e+05, 4.70407250e+05, 6.35924250e+05, 4.70242406e+05, 4.69536406e+05, 3.21668844e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.70573969e+05, 4.70598719e+05, 6.36179188e+05, 4.70434688e+05, 4.69726781e+05, 3.21802906e+05, ], }), ("nof_tree_events", 480700), ("nof_db_events", 480700), ("fsize_local", 2662763912), # 2.66GB, avg file size 2.66GB ("fsize_db", 24213519868), # 24.21GB, avg file size 931.29MB ("use_it", True), ("xsection", 0.005406), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo2e2mu_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo2mu2tau_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v3/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo2mu2tau"), ("nof_files", 1), ("nof_db_files", 27), ("nof_events", { 'Count' : [ 500000, ], 'CountWeighted' : [ 5.00077656e+05, 4.99962188e+05, 4.99951156e+05, ], 'CountWeightedLHEEnvelope' : [ 5.00077656e+05, 5.00077656e+05, ], 'CountWeightedPSWeight' : [ 4.99863344e+05, 5.00017500e+05, 6.85211938e+05, 4.99785031e+05, 4.99492250e+05, 3.34385969e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 5.00035344e+05, 5.00187875e+05, 6.85443062e+05, 4.99955125e+05, 4.99664281e+05, 3.34503312e+05, ], 'CountWeightedFull' : [ 5.00050281e+05, 4.99934500e+05, 4.99923750e+05, ], 'CountWeightedFullLHEEnvelope' : [ 5.00050281e+05, 5.00050281e+05, ], 'CountWeightedFullPSWeight' : [ 4.99838531e+05, 4.99990312e+05, 6.85173125e+05, 4.99755438e+05, 4.99464562e+05, 3.34368500e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 5.00010562e+05, 5.00160656e+05, 6.85404188e+05, 4.99925438e+05, 4.99636625e+05, 3.34485906e+05, ], 'CountWeightedL1PrefireNom' : [ 4.92178312e+05, 4.92063875e+05, 4.92125781e+05, ], 'CountWeightedL1Prefire' : [ 4.92178312e+05, 4.90153125e+05, 4.94106250e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.92178312e+05, 4.92178312e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 4.92389219e+05, 4.92058469e+05, 6.74172438e+05, 4.91409375e+05, 4.91760688e+05, 3.29329156e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.92559781e+05, 4.92227219e+05, 6.74401375e+05, 4.91577875e+05, 4.91931188e+05, 3.29445562e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.92152031e+05, 4.92037500e+05, 4.92099562e+05, ], 'CountWeightedFullL1Prefire' : [ 4.92152031e+05, 4.90127062e+05, 4.94079656e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.92152031e+05, 4.92152031e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.92365500e+05, 4.92032406e+05, 6.74135188e+05, 4.91381000e+05, 4.91734281e+05, 3.29312406e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.92536062e+05, 4.92201156e+05, 6.74364250e+05, 4.91549438e+05, 4.91904750e+05, 3.29428875e+05, ], }), ("nof_tree_events", 500000), ("nof_db_events", 500000), ("fsize_local", 2748633383), # 2.75GB, avg file size 2.75GB ("fsize_db", 23700660914), # 23.70GB, avg file size 877.80MB ("use_it", True), ("xsection", 0.005406), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo2mu2tau"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/GluGluToContinToZZTo2mu2tau_13TeV_MCFM701_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14_ext1-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "ZZ"), ("process_name_specific", "ggZZTo2mu2tau_ext1"), ("nof_files", 1), ("nof_db_files", 27), ("nof_events", { 'Count' : [ 491900, ], 'CountWeighted' : [ 4.91885531e+05, 4.91919344e+05, 4.91859188e+05, ], 'CountWeightedLHEEnvelope' : [ 4.91885531e+05, 4.91885531e+05, ], 'CountWeightedPSWeight' : [ 4.91788812e+05, 4.91674156e+05, 6.64739312e+05, 4.91682250e+05, 4.91027531e+05, 3.36443750e+05, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.91936188e+05, 4.91819281e+05, 6.64934625e+05, 4.91830031e+05, 4.91177375e+05, 3.36549156e+05, ], 'CountWeightedFull' : [ 4.91868781e+05, 4.91902094e+05, 4.91842688e+05, ], 'CountWeightedFullLHEEnvelope' : [ 4.91868781e+05, 4.91868781e+05, ], 'CountWeightedFullPSWeight' : [ 4.91773375e+05, 4.91657688e+05, 6.64715438e+05, 4.91663688e+05, 4.91010156e+05, 3.36432750e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 4.91920750e+05, 4.91802875e+05, 6.64910750e+05, 4.91811500e+05, 4.91159906e+05, 3.36538250e+05, ], 'CountWeightedL1PrefireNom' : [ 4.87540062e+05, 4.87554906e+05, 4.87529688e+05, ], 'CountWeightedL1Prefire' : [ 4.87540062e+05, 4.86269125e+05, 4.88705375e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 4.87540062e+05, 4.87540062e+05, ], 'CountWeightedPSWeightL1PrefireNom' : [ 4.87576250e+05, 4.87285125e+05, 6.58765062e+05, 4.87163938e+05, 4.86745375e+05, 3.33551062e+05, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.87722938e+05, 4.87429594e+05, 6.58959500e+05, 4.87311156e+05, 4.86894562e+05, 3.33656062e+05, ], 'CountWeightedFullL1PrefireNom' : [ 4.87523719e+05, 4.87538219e+05, 4.87513500e+05, ], 'CountWeightedFullL1Prefire' : [ 4.87523719e+05, 4.86253031e+05, 4.88688906e+05, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 4.87523719e+05, 4.87523719e+05, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 4.87561281e+05, 4.87269156e+05, 6.58741938e+05, 4.87145906e+05, 4.86728438e+05, 3.33540375e+05, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 4.87707938e+05, 4.87413656e+05, 6.58936250e+05, 4.87293156e+05, 4.86877562e+05, 3.33645438e+05, ], }), ("nof_tree_events", 491900), ("nof_db_events", 491900), ("fsize_local", 2431227786), # 2.43GB, avg file size 2.43GB ("fsize_db", 22474675351), # 22.47GB, avg file size 832.40MB ("use_it", True), ("xsection", 0.005406), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ggZZTo2mu2tau_ext1"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt_20to30_bcToE_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_new_pmx_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt20to30_bcToE"), ("nof_files", 12), ("nof_db_files", 414), ("nof_events", { 'Count' : [ 5747933, ], 'CountWeighted' : [ 5.74814006e+06, 5.74789625e+06, 5.74892472e+06, ], 'CountWeightedFull' : [ 5.74833441e+06, 5.74808991e+06, 5.74911925e+06, ], 'CountWeightedL1PrefireNom' : [ 5.74099609e+06, 5.74068969e+06, 5.74181248e+06, ], 'CountWeightedL1Prefire' : [ 5.74099609e+06, 5.73755345e+06, 5.74346178e+06, ], 'CountWeightedFullL1PrefireNom' : [ 5.74119000e+06, 5.74088314e+06, 5.74200658e+06, ], 'CountWeightedFullL1Prefire' : [ 5.74119000e+06, 5.73774706e+06, 5.74365589e+06, ], }), ("nof_tree_events", 5747933), ("nof_db_events", 14429805), ("fsize_local", 14352665975), # 14.35GB, avg file size 1.20GB ("fsize_db", 557297169649), # 557.30GB, avg file size 1.35GB ("use_it", False), ("xsection", 305400.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt20to30_bcToE"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt_30to80_bcToE_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt30to80_bcToE"), ("nof_files", 33), ("nof_db_files", 186), ("nof_events", { 'Count' : [ 16073047, ], 'CountWeighted' : [ 1.60703556e+07, 1.60742824e+07, 1.60724938e+07, ], 'CountWeightedFull' : [ 1.60788183e+07, 1.60827131e+07, 1.60809377e+07, ], 'CountWeightedL1PrefireNom' : [ 1.59846491e+07, 1.59874998e+07, 1.59866283e+07, ], 'CountWeightedL1Prefire' : [ 1.59846491e+07, 1.59552411e+07, 1.60104229e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.59930772e+07, 1.59959039e+07, 1.59950403e+07, ], 'CountWeightedFullL1Prefire' : [ 1.59930772e+07, 1.59636558e+07, 1.60188573e+07, ], }), ("nof_tree_events", 16073047), ("nof_db_events", 16073047), ("fsize_local", 48573957939), # 48.57GB, avg file size 1.47GB ("fsize_db", 633331988305), # 633.33GB, avg file size 3.41GB ("use_it", False), ("xsection", 361100.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt30to80_bcToE"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt_80to170_bcToE_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt80to170_bcToE"), ("nof_files", 33), ("nof_db_files", 189), ("nof_events", { 'Count' : [ 15999466, ], 'CountWeighted' : [ 1.59962813e+07, 1.59990738e+07, 1.59982278e+07, ], 'CountWeightedFull' : [ 1.59962813e+07, 1.59990738e+07, 1.59982278e+07, ], 'CountWeightedL1PrefireNom' : [ 1.55256581e+07, 1.55266210e+07, 1.55276003e+07, ], 'CountWeightedL1Prefire' : [ 1.55256581e+07, 1.54107896e+07, 1.56386950e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.55256581e+07, 1.55266210e+07, 1.55276003e+07, ], 'CountWeightedFullL1Prefire' : [ 1.55256581e+07, 1.54107896e+07, 1.56386950e+07, ], }), ("nof_tree_events", 15999466), ("nof_db_events", 15999466), ("fsize_local", 75617579533), # 75.62GB, avg file size 2.29GB ("fsize_db", 711041578903), # 711.04GB, avg file size 3.76GB ("use_it", False), ("xsection", 33820.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt80to170_bcToE"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt_170to250_bcToE_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt170to250_bcToE"), ("nof_files", 20), ("nof_db_files", 176), ("nof_events", { 'Count' : [ 9847660, ], 'CountWeighted' : [ 9.84658550e+06, 9.84802888e+06, 9.84642303e+06, ], 'CountWeightedFull' : [ 9.84720109e+06, 9.84864216e+06, 9.84703816e+06, ], 'CountWeightedL1PrefireNom' : [ 9.23636459e+06, 9.23632497e+06, 9.23737300e+06, ], 'CountWeightedL1Prefire' : [ 9.23636459e+06, 9.10304244e+06, 9.36962234e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.23695988e+06, 9.23691925e+06, 9.23796778e+06, ], 'CountWeightedFullL1Prefire' : [ 9.23695988e+06, 9.10363297e+06, 9.37022247e+06, ], }), ("nof_tree_events", 9847660), ("nof_db_events", 9847660), ("fsize_local", 61333758767), # 61.33GB, avg file size 3.07GB ("fsize_db", 477892307613), # 477.89GB, avg file size 2.72GB ("use_it", False), ("xsection", 2130.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt170to250_bcToE"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt_250toInf_bcToE_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt250toInf_bcToE"), ("nof_files", 21), ("nof_db_files", 187), ("nof_events", { 'Count' : [ 9996886, ], 'CountWeighted' : [ 9.99686772e+06, 9.99760925e+06, 9.99601011e+06, ], 'CountWeightedFull' : [ 9.99686772e+06, 9.99760925e+06, 9.99601011e+06, ], 'CountWeightedL1PrefireNom' : [ 9.33832211e+06, 9.33812343e+06, 9.33852947e+06, ], 'CountWeightedL1Prefire' : [ 9.33832211e+06, 9.19895071e+06, 9.47828525e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.33832211e+06, 9.33812343e+06, 9.33852947e+06, ], 'CountWeightedFullL1Prefire' : [ 9.33832211e+06, 9.19895071e+06, 9.47828525e+06, ], }), ("nof_tree_events", 9996886), ("nof_db_events", 9996886), ("fsize_local", 69512414915), # 69.51GB, avg file size 3.31GB ("fsize_db", 513285807270), # 513.29GB, avg file size 2.74GB ("use_it", False), ("xsection", 563.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt250toInf_bcToE"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-15to20_EMEnriched_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt15to20_EMEnriched"), ("nof_files", 23), ("nof_db_files", 134), ("nof_events", { 'Count' : [ 11215220, ], 'CountWeighted' : [ 1.12146990e+07, 1.12166504e+07, 1.12149164e+07, ], 'CountWeightedFull' : [ 1.12160607e+07, 1.12180079e+07, 1.12162805e+07, ], 'CountWeightedL1PrefireNom' : [ 1.11867387e+07, 1.11881716e+07, 1.11870387e+07, ], 'CountWeightedL1Prefire' : [ 1.11867387e+07, 1.11718527e+07, 1.11972683e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.11880952e+07, 1.11895260e+07, 1.11883986e+07, ], 'CountWeightedFullL1Prefire' : [ 1.11880952e+07, 1.11732081e+07, 1.11986265e+07, ], }), ("nof_tree_events", 11215220), ("nof_db_events", 11215220), ("fsize_local", 25304368842), # 25.30GB, avg file size 1.10GB ("fsize_db", 397192727584), # 397.19GB, avg file size 2.96GB ("use_it", False), ("xsection", 1324000.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt15to20_EMEnriched"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-20to30_EMEnriched_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt20to30_EMEnriched"), ("nof_files", 23), ("nof_db_files", 125), ("nof_events", { 'Count' : [ 11212810, ], 'CountWeighted' : [ 1.12133560e+07, 1.12115304e+07, 1.12121279e+07, ], 'CountWeightedFull' : [ 1.12133630e+07, 1.12115374e+07, 1.12121349e+07, ], 'CountWeightedL1PrefireNom' : [ 1.11713880e+07, 1.11699190e+07, 1.11705617e+07, ], 'CountWeightedL1Prefire' : [ 1.11713880e+07, 1.11519195e+07, 1.11861247e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.11713949e+07, 1.11699262e+07, 1.11705688e+07, ], 'CountWeightedFullL1Prefire' : [ 1.11713949e+07, 1.11519265e+07, 1.11861316e+07, ], }), ("nof_tree_events", 11212810), ("nof_db_events", 11212810), ("fsize_local", 27542494340), # 27.54GB, avg file size 1.20GB ("fsize_db", 406252937750), # 406.25GB, avg file size 3.25GB ("use_it", False), ("xsection", 4912000.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt20to30_EMEnriched"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-30to50_EMEnriched_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt30to50_EMEnriched"), ("nof_files", 30), ("nof_db_files", 176), ("nof_events", { 'Count' : [ 14766010, ], 'CountWeighted' : [ 1.47654687e+07, 1.47680044e+07, 1.47664898e+07, ], 'CountWeightedFull' : [ 1.47654687e+07, 1.47680044e+07, 1.47664898e+07, ], 'CountWeightedL1PrefireNom' : [ 1.46554033e+07, 1.46569578e+07, 1.46562062e+07, ], 'CountWeightedL1Prefire' : [ 1.46554033e+07, 1.46148713e+07, 1.46906350e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.46554033e+07, 1.46569578e+07, 1.46562062e+07, ], 'CountWeightedFullL1Prefire' : [ 1.46554033e+07, 1.46148713e+07, 1.46906350e+07, ], }), ("nof_tree_events", 14766010), ("nof_db_events", 14766010), ("fsize_local", 40795870832), # 40.80GB, avg file size 1.36GB ("fsize_db", 553990333710), # 553.99GB, avg file size 3.15GB ("use_it", False), ("xsection", 6420000.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt30to50_EMEnriched"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-50to80_EMEnriched_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt50to80_EMEnriched"), ("nof_files", 22), ("nof_db_files", 128), ("nof_events", { 'Count' : [ 10477146, ], 'CountWeighted' : [ 1.04763688e+07, 1.04774408e+07, 1.04774484e+07, ], 'CountWeightedFull' : [ 1.04763688e+07, 1.04774408e+07, 1.04774484e+07, ], 'CountWeightedL1PrefireNom' : [ 1.02699357e+07, 1.02705570e+07, 1.02707819e+07, ], 'CountWeightedL1Prefire' : [ 1.02699357e+07, 1.02104417e+07, 1.03261891e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.02699357e+07, 1.02705570e+07, 1.02707819e+07, ], 'CountWeightedFullL1Prefire' : [ 1.02699357e+07, 1.02104417e+07, 1.03261891e+07, ], }), ("nof_tree_events", 10477146), ("nof_db_events", 10477146), ("fsize_local", 35650372830), # 35.65GB, avg file size 1.62GB ("fsize_db", 412202461390), # 412.20GB, avg file size 3.22GB ("use_it", False), ("xsection", 1988000.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt50to80_EMEnriched"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-80to120_EMEnriched_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt80to120_EMEnriched"), ("nof_files", 19), ("nof_db_files", 108), ("nof_events", { 'Count' : [ 9104852, ], 'CountWeighted' : [ 9.10621469e+06, 9.10568536e+06, 9.10506552e+06, ], 'CountWeightedFull' : [ 9.10776345e+06, 9.10723612e+06, 9.10662009e+06, ], 'CountWeightedL1PrefireNom' : [ 8.68725941e+06, 8.68674920e+06, 8.68717602e+06, ], 'CountWeightedL1Prefire' : [ 8.68725941e+06, 8.58392175e+06, 8.78900359e+06, ], 'CountWeightedFullL1PrefireNom' : [ 8.68875962e+06, 8.68825017e+06, 8.68867925e+06, ], 'CountWeightedFullL1Prefire' : [ 8.68875962e+06, 8.58540877e+06, 8.79051684e+06, ], }), ("nof_tree_events", 9104852), ("nof_db_events", 9104852), ("fsize_local", 41657004542), # 41.66GB, avg file size 2.19GB ("fsize_db", 389362639707), # 389.36GB, avg file size 3.61GB ("use_it", False), ("xsection", 366500.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt80to120_EMEnriched"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-120to170_EMEnriched_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt120to170_EMEnriched"), ("nof_files", 18), ("nof_db_files", 163), ("nof_events", { 'Count' : [ 8515107, ], 'CountWeighted' : [ 8.51387299e+06, 8.51643320e+06, 8.51370114e+06, ], 'CountWeightedFull' : [ 8.51396806e+06, 8.51652778e+06, 8.51379630e+06, ], 'CountWeightedL1PrefireNom' : [ 7.84989198e+06, 7.84987944e+06, 7.85045696e+06, ], 'CountWeightedL1Prefire' : [ 7.84989198e+06, 7.69936935e+06, 8.00050480e+06, ], 'CountWeightedFullL1PrefireNom' : [ 7.84998552e+06, 7.84997290e+06, 7.85055093e+06, ], 'CountWeightedFullL1Prefire' : [ 7.84998552e+06, 7.69946255e+06, 8.00059887e+06, ], }), ("nof_tree_events", 8515107), ("nof_db_events", 8515107), ("fsize_local", 46444538744), # 46.44GB, avg file size 2.58GB ("fsize_db", 385000236556), # 385.00GB, avg file size 2.36GB ("use_it", False), ("xsection", 66510.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt120to170_EMEnriched"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-300toInf_EMEnriched_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt300toInf_EMEnriched"), ("nof_files", 6), ("nof_db_files", 49), ("nof_events", { 'Count' : [ 2874295, ], 'CountWeighted' : [ 2.87432272e+06, 2.87442006e+06, 2.87434844e+06, ], 'CountWeightedFull' : [ 2.87432272e+06, 2.87442006e+06, 2.87434844e+06, ], 'CountWeightedL1PrefireNom' : [ 2.54868131e+06, 2.54858684e+06, 2.54885925e+06, ], 'CountWeightedL1Prefire' : [ 2.54868131e+06, 2.48198066e+06, 2.61630034e+06, ], 'CountWeightedFullL1PrefireNom' : [ 2.54868131e+06, 2.54858684e+06, 2.54885925e+06, ], 'CountWeightedFullL1Prefire' : [ 2.54868131e+06, 2.48198066e+06, 2.61630034e+06, ], }), ("nof_tree_events", 2874295), ("nof_db_events", 2874295), ("fsize_local", 20129292566), # 20.13GB, avg file size 3.35GB ("fsize_db", 144869144781), # 144.87GB, avg file size 2.96GB ("use_it", False), ("xsection", 1100.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt300toInf_EMEnriched"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-15to20_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt15to20_Mu5"), ("nof_files", 12), ("nof_db_files", 63), ("nof_events", { 'Count' : [ 5859904, ], 'CountWeighted' : [ 5.85986634e+06, 5.85980116e+06, 5.86159491e+06, ], 'CountWeightedFull' : [ 5.86082538e+06, 5.86076181e+06, 5.86254706e+06, ], 'CountWeightedL1PrefireNom' : [ 5.85715028e+06, 5.85697578e+06, 5.85893369e+06, ], 'CountWeightedL1Prefire' : [ 5.85715028e+06, 5.85591700e+06, 5.85801566e+06, ], 'CountWeightedFullL1PrefireNom' : [ 5.85810894e+06, 5.85793597e+06, 5.85988538e+06, ], 'CountWeightedFullL1Prefire' : [ 5.85810894e+06, 5.85687528e+06, 5.85897412e+06, ], }), ("nof_tree_events", 5859904), ("nof_db_events", 5859904), ("fsize_local", 12429692858), # 12.43GB, avg file size 1.04GB ("fsize_db", 216516638901), # 216.52GB, avg file size 3.44GB ("use_it", False), ("xsection", 2811000.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt15to20_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-20to30_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt20to30_Mu5"), ("nof_files", 57), ("nof_db_files", 319), ("nof_events", { 'Count' : [ 28213684, ], 'CountWeighted' : [ 2.82113143e+07, 2.82069445e+07, 2.82126246e+07, ], 'CountWeightedFull' : [ 2.82117560e+07, 2.82073903e+07, 2.82130638e+07, ], 'CountWeightedL1PrefireNom' : [ 2.81895595e+07, 2.81849966e+07, 2.81912668e+07, ], 'CountWeightedL1Prefire' : [ 2.81895595e+07, 2.81788796e+07, 2.81968737e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.81900010e+07, 2.81854415e+07, 2.81917056e+07, ], 'CountWeightedFullL1Prefire' : [ 2.81900010e+07, 2.81793203e+07, 2.81973144e+07, ], }), ("nof_tree_events", 28213684), ("nof_db_events", 28213684), ("fsize_local", 68130228812), # 68.13GB, avg file size 1.20GB ("fsize_db", 1058418704070), # 1.06TB, avg file size 3.32GB ("use_it", False), ("xsection", 2531000.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt20to30_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-30to50_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt30to50_Mu5"), ("nof_files", 59), ("nof_db_files", 325), ("nof_events", { 'Count' : [ 29030324, ], 'CountWeighted' : [ 2.90352819e+07, 2.90273545e+07, 2.90288036e+07, ], 'CountWeightedFull' : [ 2.90352819e+07, 2.90273545e+07, 2.90288036e+07, ], 'CountWeightedL1PrefireNom' : [ 2.89649935e+07, 2.89579508e+07, 2.89599963e+07, ], 'CountWeightedL1Prefire' : [ 2.89649935e+07, 2.89354461e+07, 2.89868760e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.89649935e+07, 2.89579508e+07, 2.89599963e+07, ], 'CountWeightedFullL1Prefire' : [ 2.89649935e+07, 2.89354461e+07, 2.89868760e+07, ], }), ("nof_tree_events", 29030324), ("nof_db_events", 29030324), ("fsize_local", 82743696273), # 82.74GB, avg file size 1.40GB ("fsize_db", 1131094971096), # 1.13TB, avg file size 3.48GB ("use_it", False), ("xsection", 1367000.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt30to50_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-50to80_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt50to80_Mu5"), ("nof_files", 49), ("nof_db_files", 288), ("nof_events", { 'Count' : [ 24068613, ], 'CountWeighted' : [ 2.40708127e+07, 2.40656636e+07, 2.40715284e+07, ], 'CountWeightedFull' : [ 2.40708127e+07, 2.40656636e+07, 2.40715284e+07, ], 'CountWeightedL1PrefireNom' : [ 2.38681372e+07, 2.38640495e+07, 2.38689734e+07, ], 'CountWeightedL1Prefire' : [ 2.38681372e+07, 2.38061850e+07, 2.39245090e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.38681372e+07, 2.38640495e+07, 2.38689734e+07, ], 'CountWeightedFullL1Prefire' : [ 2.38681372e+07, 2.38061850e+07, 2.39245090e+07, ], }), ("nof_tree_events", 24068613), ("nof_db_events", 24068613), ("fsize_local", 85718425199), # 85.72GB, avg file size 1.75GB ("fsize_db", 1004660826025), # 1.00TB, avg file size 3.49GB ("use_it", False), ("xsection", 377900.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt50to80_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-80to120_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt80to120_Mu5"), ("nof_files", 47), ("nof_db_files", 289), ("nof_events", { 'Count' : [ 23248995, ], 'CountWeighted' : [ 2.32492498e+07, 2.32459350e+07, 2.32485170e+07, ], 'CountWeightedFull' : [ 2.32520855e+07, 2.32487808e+07, 2.32513564e+07, ], 'CountWeightedL1PrefireNom' : [ 2.27137376e+07, 2.27105221e+07, 2.27144483e+07, ], 'CountWeightedL1Prefire' : [ 2.27137376e+07, 2.25789194e+07, 2.28445189e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.27165242e+07, 2.27133134e+07, 2.27172381e+07, ], 'CountWeightedFullL1Prefire' : [ 2.27165242e+07, 2.25816929e+07, 2.28473189e+07, ], }), ("nof_tree_events", 23248995), ("nof_db_events", 23248995), ("fsize_local", 109060792976), # 109.06GB, avg file size 2.32GB ("fsize_db", 1035795578059), # 1.04TB, avg file size 3.58GB ("use_it", False), ("xsection", 88620.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt80to120_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-120to170_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt120to170_Mu5"), ("nof_files", 84), ("nof_db_files", 342), ("nof_events", { 'Count' : [ 20774848, ], 'CountWeighted' : [ 2.07745094e+07, 2.07736648e+07, 2.07757724e+07, ], 'CountWeightedFull' : [ 2.07750389e+07, 2.07741933e+07, 2.07763010e+07, ], 'CountWeightedL1PrefireNom' : [ 1.98892815e+07, 1.98869799e+07, 1.98918096e+07, ], 'CountWeightedL1Prefire' : [ 1.98892815e+07, 1.96860448e+07, 2.00902544e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.98898072e+07, 1.98875048e+07, 1.98923350e+07, ], 'CountWeightedFullL1Prefire' : [ 1.98898072e+07, 1.96865696e+07, 2.00907813e+07, ], }), ("nof_tree_events", 20774848), ("nof_db_events", 20774848), ("fsize_local", 117043630574), # 117.04GB, avg file size 1.39GB ("fsize_db", 984472671147), # 984.47GB, avg file size 2.88GB ("use_it", False), ("xsection", 21190.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt120to170_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-170to300_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt170to300_Mu5"), ("nof_files", 187), ("nof_db_files", 721), ("nof_events", { 'Count' : [ 46170668, ], 'CountWeighted' : [ 4.61714768e+07, 4.61694290e+07, 4.61699552e+07, ], 'CountWeightedFull' : [ 4.61714768e+07, 4.61694290e+07, 4.61699552e+07, ], 'CountWeightedL1PrefireNom' : [ 4.33378050e+07, 4.33327692e+07, 4.33414851e+07, ], 'CountWeightedL1Prefire' : [ 4.33378050e+07, 4.27216435e+07, 4.39530348e+07, ], 'CountWeightedFullL1PrefireNom' : [ 4.33378050e+07, 4.33327692e+07, 4.33414851e+07, ], 'CountWeightedFullL1Prefire' : [ 4.33378050e+07, 4.27216435e+07, 4.39530348e+07, ], }), ("nof_tree_events", 46170668), ("nof_db_events", 46170668), ("fsize_local", 299374073806), # 299.37GB, avg file size 1.60GB ("fsize_db", 2330576867261), # 2.33TB, avg file size 3.23GB ("use_it", False), ("xsection", 7020.0), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt170to300_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-300to470_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt300to470_Mu5"), ("nof_files", 72), ("nof_db_files", 374), ("nof_events", { 'Count' : [ 17744779, ], 'CountWeighted' : [ 1.77466397e+07, 1.77443355e+07, 1.77452644e+07, ], 'CountWeightedFull' : [ 1.77466433e+07, 1.77443388e+07, 1.77452678e+07, ], 'CountWeightedL1PrefireNom' : [ 1.66102486e+07, 1.66078076e+07, 1.66104388e+07, ], 'CountWeightedL1Prefire' : [ 1.66102486e+07, 1.63717311e+07, 1.68500783e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.66102520e+07, 1.66078111e+07, 1.66104423e+07, ], 'CountWeightedFullL1Prefire' : [ 1.66102520e+07, 1.63717343e+07, 1.68500815e+07, ], }), ("nof_tree_events", 17744779), ("nof_db_events", 17744779), ("fsize_local", 129162712164), # 129.16GB, avg file size 1.79GB ("fsize_db", 989950950093), # 989.95GB, avg file size 2.65GB ("use_it", False), ("xsection", 620.2), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt300to470_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-470to600_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt470to600_Mu5"), ("nof_files", 49), ("nof_db_files", 388), ("nof_events", { 'Count' : [ 24243589, ], 'CountWeighted' : [ 2.42446449e+07, 2.42436103e+07, 2.42446199e+07, ], 'CountWeightedFull' : [ 2.42447277e+07, 2.42436934e+07, 2.42447033e+07, ], 'CountWeightedL1PrefireNom' : [ 2.32229439e+07, 2.32215267e+07, 2.32239842e+07, ], 'CountWeightedL1Prefire' : [ 2.32229439e+07, 2.30024806e+07, 2.34424695e+07, ], 'CountWeightedFullL1PrefireNom' : [ 2.32230247e+07, 2.32216075e+07, 2.32240654e+07, ], 'CountWeightedFullL1Prefire' : [ 2.32230247e+07, 2.30025614e+07, 2.34425507e+07, ], }), ("nof_tree_events", 24243589), ("nof_db_events", 24243589), ("fsize_local", 185560760735), # 185.56GB, avg file size 3.79GB ("fsize_db", 1390197744079), # 1.39TB, avg file size 3.58GB ("use_it", False), ("xsection", 59.06), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt470to600_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-600to800_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt600to800_Mu5"), ("nof_files", 35), ("nof_db_files", 391), ("nof_events", { 'Count' : [ 17263676, ], 'CountWeighted' : [ 1.72635483e+07, 1.72589892e+07, 1.72625580e+07, ], 'CountWeightedFull' : [ 1.72635487e+07, 1.72589900e+07, 1.72625585e+07, ], 'CountWeightedL1PrefireNom' : [ 1.67542829e+07, 1.67503376e+07, 1.67541268e+07, ], 'CountWeightedL1Prefire' : [ 1.67542829e+07, 1.66404158e+07, 1.68664071e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.67542837e+07, 1.67503381e+07, 1.67541273e+07, ], 'CountWeightedFullL1Prefire' : [ 1.67542837e+07, 1.66404163e+07, 1.68664075e+07, ], }), ("nof_tree_events", 17263676), ("nof_db_events", 17263676), ("fsize_local", 135530499599), # 135.53GB, avg file size 3.87GB ("fsize_db", 1040033606810), # 1.04TB, avg file size 2.66GB ("use_it", False), ("xsection", 18.2), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt600to800_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-800to1000_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt800to1000_Mu5"), ("nof_files", 32), ("nof_db_files", 389), ("nof_events", { 'Count' : [ 15717546, ], 'CountWeighted' : [ 1.57169972e+07, 1.57172653e+07, 1.57168341e+07, ], 'CountWeightedFull' : [ 1.57169972e+07, 1.57172653e+07, 1.57168341e+07, ], 'CountWeightedL1PrefireNom' : [ 1.53706065e+07, 1.53701340e+07, 1.53708777e+07, ], 'CountWeightedL1Prefire' : [ 1.53706065e+07, 1.52903863e+07, 1.54488621e+07, ], 'CountWeightedFullL1PrefireNom' : [ 1.53706065e+07, 1.53701340e+07, 1.53708777e+07, ], 'CountWeightedFullL1Prefire' : [ 1.53706065e+07, 1.52903863e+07, 1.54488621e+07, ], }), ("nof_tree_events", 15717546), ("nof_db_events", 17114527), ("fsize_local", 125748099685), # 125.75GB, avg file size 3.93GB ("fsize_db", 1061424382303), # 1.06TB, avg file size 2.73GB ("use_it", False), ("xsection", 3.276), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt800to1000_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/QCD_Pt-1000toInf_MuEnrichedPt5_TuneCP5_13TeV_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v1/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "QCD"), ("process_name_specific", "QCD_Pt1000toInf_Mu5"), ("nof_files", 20), ("nof_db_files", 257), ("nof_events", { 'Count' : [ 9804873, ], 'CountWeighted' : [ 9.80484572e+06, 9.80353419e+06, 9.80572256e+06, ], 'CountWeightedFull' : [ 9.80484572e+06, 9.80353419e+06, 9.80572256e+06, ], 'CountWeightedL1PrefireNom' : [ 9.62067491e+06, 9.61932794e+06, 9.62156244e+06, ], 'CountWeightedL1Prefire' : [ 9.62067491e+06, 9.57722747e+06, 9.66284253e+06, ], 'CountWeightedFullL1PrefireNom' : [ 9.62067491e+06, 9.61932794e+06, 9.62156244e+06, ], 'CountWeightedFullL1Prefire' : [ 9.62067491e+06, 9.57722747e+06, 9.66284253e+06, ], }), ("nof_tree_events", 9804873), ("nof_db_events", 11596693), ("fsize_local", 79376929598), # 79.38GB, avg file size 3.97GB ("fsize_db", 741261028289), # 741.26GB, avg file size 2.88GB ("use_it", False), ("xsection", 1.079), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 1), ("LHE_set", ""), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/QCD_Pt1000toInf_Mu5"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/TTWJetsToLNu_EWK_5f_NLO/RunIIFall17MiniAODv2/USER"] = OD([ ("type", "mc"), ("sample_category", "TTW"), ("process_name_specific", "TTWJetsToLNu_EWK_5f_NLO"), ("nof_files", 1), ("nof_db_files", 30), ("nof_events", { 'Count' : [ 24503, ], 'CountWeighted' : [ 2.29533965e+04, 2.29491660e+04, 2.29518633e+04, ], 'CountWeightedLHEEnvelope' : [ 2.29533965e+04, 2.29533965e+04, ], 'CountWeightedPSWeight' : [ 2.29981094e+04, 2.27999121e+04, 3.47432266e+04, 2.28931250e+04, 2.32219746e+04, 1.25343252e+04, ], 'CountWeightedPSWeightOriginalXWGTUP' : [ 4.20224518e+02, 4.16993469e+02, 6.32705078e+02, 4.17971893e+02, 4.23312286e+02, 2.30241241e+02, ], 'CountWeightedFull' : [ 3.92172333e+02, 3.92124207e+02, 3.92138214e+02, ], 'CountWeightedFullLHEEnvelope' : [ 3.92172333e+02, 3.92172333e+02, ], 'CountWeightedFullPSWeight' : [ 3.93004303e+02, 3.89517242e+02, 5.93574524e+02, 3.91203094e+02, 3.96776337e+02, 2.14191116e+02, ], 'CountWeightedFullPSWeightOriginalXWGTUP' : [ 7.18114376e+00, 7.12424946e+00, 1.08099155e+01, 7.14250231e+00, 7.23292637e+00, 3.93447375e+00, ], 'CountWeightedL1PrefireNom' : [ 2.12661230e+04, 2.12617441e+04, 2.12625371e+04, ], 'CountWeightedL1Prefire' : [ 2.12661230e+04, 2.08869453e+04, 2.16442129e+04, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 2.12661230e+04, 2.12661230e+04, ], 'CountWeightedPSWeightL1PrefireNom' : [ 2.13241719e+04, 2.10883047e+04, 3.22027441e+04, 2.11893691e+04, 2.15891172e+04, 1.16348125e+04, ], 'CountWeightedPSWeightOriginalXWGTUPL1PrefireNom' : [ 3.90454010e+02, 3.86544647e+02, 5.87610535e+02, 3.87689636e+02, 3.94288147e+02, 2.14170044e+02, ], 'CountWeightedFullL1PrefireNom' : [ 3.63350525e+02, 3.63292999e+02, 3.63278229e+02, ], 'CountWeightedFullL1Prefire' : [ 3.63350525e+02, 3.56871399e+02, 3.69806183e+02, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.63350525e+02, 3.63350525e+02, ], 'CountWeightedFullPSWeightL1PrefireNom' : [ 3.64401764e+02, 3.60281464e+02, 5.50178040e+02, 3.62089905e+02, 3.68881775e+02, 1.98820938e+02, ], 'CountWeightedFullPSWeightOriginalXWGTUPL1PrefireNom' : [ 6.67246389e+00, 6.60408640e+00, 1.00395164e+01, 6.62510920e+00, 6.73712349e+00, 3.65987301e+00, ], }), ("nof_tree_events", 24503), ("nof_db_events", 24503), ("fsize_local", 226399728), # 226.40MB, avg file size 226.40MB ("fsize_db", 2203739653), # 2.20GB, avg file size 73.46MB ("use_it", False), ("xsection", 0.0162562), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", False), ("nof_PSweights", 4), ("LHE_set", "LHEPdfWeight[nLHEPdfWeight]/F"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/TTWJetsToLNu_EWK_5f_NLO"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/ZHToNonbb_M125_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "ZHToNonbb_M125"), ("nof_files", 2), ("nof_db_files", 35), ("nof_events", { 'Count' : [ 328024, ], 'CountWeighted' : [ 1.59133984e+05, 1.59150523e+05, 1.59148445e+05, ], 'CountWeightedLHEWeightScale' : [ 1.63289273e+05, 1.65558234e+05, 1.68365242e+05, 1.57153672e+05, 1.59131898e+05, 1.61285516e+05, 1.50575695e+05, 1.52391273e+05, 1.54188258e+05, ], 'CountWeightedLHEEnvelope' : [ 1.81872570e+05, 1.37677438e+05, ], 'CountWeightedFull' : [ 1.89315675e+06, 1.89325169e+06, 1.89329062e+06, ], 'CountWeightedFullLHEWeightScale' : [ 1.94253919e+06, 1.96952975e+06, 2.00291750e+06, 1.86954756e+06, 1.89312462e+06, 1.91869681e+06, 1.79129225e+06, 1.81288938e+06, 1.83426844e+06, ], 'CountWeightedFullLHEEnvelope' : [ 2.16360812e+06, 1.63784700e+06, ], 'CountWeightedL1PrefireNom' : [ 1.55276570e+05, 1.55273578e+05, 1.55304172e+05, ], 'CountWeightedL1Prefire' : [ 1.55276570e+05, 1.54293492e+05, 1.56223852e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 1.59278188e+05, 1.61502266e+05, 1.64250742e+05, 1.53319336e+05, 1.55274367e+05, 1.57396023e+05, 1.46926375e+05, 1.48729883e+05, 1.50511797e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 1.77379922e+05, 1.34408000e+05, ], 'CountWeightedFullL1PrefireNom' : [ 1.84724638e+06, 1.84715031e+06, 1.84755088e+06, ], 'CountWeightedFullL1Prefire' : [ 1.84724638e+06, 1.83554869e+06, 1.85851606e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 1.89481881e+06, 1.92127875e+06, 1.95396762e+06, 1.82393025e+06, 1.84721800e+06, 1.87242744e+06, 1.74787769e+06, 1.76932881e+06, 1.79052656e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 2.11015894e+06, 1.59895112e+06, ], }), ("nof_tree_events", 328024), ("nof_db_events", 918508), ("fsize_local", 1770979585), # 1.77GB, avg file size 885.49MB ("fsize_db", 44015654097), # 44.02GB, avg file size 1.26GB ("use_it", True), ("xsection", 0.3691239), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/ZHToNonbb_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["/WHToNonbb_M125_13TeV_amcatnloFXFX_madspin_pythia8/RunIIFall17MiniAODv2-PU2017_12Apr2018_94X_mc2017_realistic_v14-v2/MINIAODSIM"] = OD([ ("type", "mc"), ("sample_category", "VH"), ("process_name_specific", "WHToNonbb_M125"), ("nof_files", 2), ("nof_db_files", 35), ("nof_events", { 'Count' : [ 590484, ], 'CountWeighted' : [ 2.91828734e+05, 2.92031219e+05, 2.91639438e+05, ], 'CountWeightedLHEWeightScale' : [ 3.00640844e+05, 3.04271812e+05, 3.08939297e+05, 2.88443391e+05, 2.91817344e+05, 2.95389938e+05, 2.75959852e+05, 2.79203508e+05, 2.82215836e+05, ], 'CountWeightedLHEEnvelope' : [ 3.34629656e+05, 2.51955188e+05, ], 'CountWeightedFull' : [ 3.47149825e+06, 3.47390375e+06, 3.46940575e+06, ], 'CountWeightedFullLHEWeightScale' : [ 3.57650250e+06, 3.61969725e+06, 3.67521250e+06, 3.43140925e+06, 3.47151725e+06, 3.51403888e+06, 3.28288938e+06, 3.32149288e+06, 3.35732000e+06, ], 'CountWeightedFullLHEEnvelope' : [ 3.98084025e+06, 2.99732788e+06, ], 'CountWeightedL1PrefireNom' : [ 2.84167203e+05, 2.84344914e+05, 2.84001398e+05, ], 'CountWeightedL1Prefire' : [ 2.84167203e+05, 2.82227922e+05, 2.86039531e+05, ], 'CountWeightedLHEWeightScaleL1PrefireNom' : [ 2.92645641e+05, 2.96180547e+05, 3.00724719e+05, 2.80843883e+05, 2.84158562e+05, 2.87664547e+05, 2.68751906e+05, 2.71961414e+05, 2.74936281e+05, ], 'CountWeightedLHEEnvelopeL1PrefireNom' : [ 3.25672281e+05, 2.45490656e+05, ], 'CountWeightedFullL1PrefireNom' : [ 3.38042038e+06, 3.38252888e+06, 3.37854888e+06, ], 'CountWeightedFullL1Prefire' : [ 3.38042038e+06, 3.35736600e+06, 3.40268950e+06, ], 'CountWeightedFullLHEWeightScaleL1PrefireNom' : [ 3.48139200e+06, 3.52345250e+06, 3.57749400e+06, 3.34099750e+06, 3.38041688e+06, 3.42213762e+06, 3.19714112e+06, 3.23533075e+06, 3.27071138e+06, ], 'CountWeightedFullLHEEnvelopeL1PrefireNom' : [ 3.87427412e+06, 2.92042500e+06, ], }), ("nof_tree_events", 590484), ("nof_db_events", 918508), ("fsize_local", 3198712065), # 3.20GB, avg file size 1.60GB ("fsize_db", 44015654097), # 44.02GB, avg file size 1.26GB ("use_it", True), ("xsection", 0.5733761), ("genWeight", True), ("triggers", ['1e', '1mu', '2e', '2mu', '1e1mu', '3e', '3mu', '2e1mu', '1e2mu', '1e1tau', '1mu1tau', '2tau']), ("has_LHE", True), ("nof_PSweights", 1), ("LHE_set", "LHA IDs 91400 - 91432 -> PDF4LHC15_nnlo_30_pdfas PDF set, expecting 33 weights (counted 33 weights)"), ("nof_reweighting", 0), ("local_paths", [ OD([ ("path", "/local/karl/ttHNtupleProduction/2017/2021Feb19_woPresel_nom_all_hh_multilepton/ntuples/WHToNonbb_M125"), ("selection", "*"), ("blacklist", []), ]), ] ), ("missing_completely", [ # not computed ]), ("missing_from_superset", [ # not computed ]), ("missing_hlt_paths", [ ]), ("hlt_paths", [ # not computed ]), ]) samples_2017["sum_events"] = [ [ 'ST_s-channel_4f_leptonDecays', 'ST_s-channel_4f_leptonDecays_PSweights', ], [ 'WJetsToLNu_2J', 'WJetsToLNu_2J_ext1', ], [ 'DYJetsToLL_M50_HT100to200', 'DYJetsToLL_M50_HT100to200_ext1', ], [ 'TTTT', 'TTTT_PSweights', ], [ 'DY3JetsToLL_M-50', 'DY3JetsToLL_M-50_ext1', ], [ 'ST_t-channel_top_4f_inclusiveDecays', 'ST_t-channel_top_4f_inclusiveDecays_PSweights', ], [ 'GluGluHToTauTau', 'GluGluHToTauTau_ext1', ], [ 'ggZZTo4e', 'ggZZTo4e_ext1', 'ggZZTo4e_ext2', ], [ 'WWToLNuQQ', 'WWToLNuQQ_ext1', 'WWToLNuQQ_PSweights_ext1', ], [ 'TTWJetsToLNu', 'TTWJetsToLNu_PSweights', ], [ 'TTToHadronic', 'TTToHadronic_PSweights', ], [ 'TTTo2L2Nu', 'TTTo2L2Nu_PSweights', ], [ 'DYJetsToLL_M-10to50', 'DYJetsToLL_M-10to50_ext1', ], [ 'ST_t-channel_antitop_4f_inclusiveDecays', 'ST_t-channel_antitop_4f_inclusiveDecays_PSweights', ], [ 'TTZToQQ', 'TTZToQQ_ext1', ], [ 'WWTo2L2Nu', 'WWTo2L2Nu_PSweights_ext1', ], [ 'DYJetsToLL_M50_HT200to400', 'DYJetsToLL_M50_HT200to400_ext1', ], [ 'WWTo4Q', 'WWTo4Q_PSweights_ext1', ], [ 'ggZZTo2mu2tau', 'ggZZTo2mu2tau_ext1', ], [ 'ggZZTo2e2tau', 'ggZZTo2e2tau_ext1', ], [ 'VBFHToGG_M125', 'VBFHToGG_M125_PSWeights_ext1', ], [ 'DY2JetsToLL_M-50', 'DY2JetsToLL_M-50_ext1', ], [ 'WZTo3LNu_powheg', 'WZTo3LNu_mllmin01', ], [ 'TTZToLL_M10', 'TTZToLL_M10_PSweights', ], [ 'TTGJets', 'TTGJets_ext1', ], [ 'WJetsToLNu_1J', 'WJetsToLNu_1J_ext1', ], [ 'ST_tW_top_5f_inclusiveDecays', 'ST_tW_top_5f_inclusiveDecays_PSweights', ], [ 'ggZZTo4tau', 'ggZZTo4tau_ext1', ], [ 'ZZTo4L', 'ZZTo4L_ext1', 'ZZTo4L_ext2', ], [ 'WJetsToLNu_madgraphMLM', 'WJetsToLNu_madgraphMLM_ext1', ], [ 'DY1JetsToLL_M-50_ext1', 'DY1JetsToLL_M-50', ], [ 'TTToSemiLeptonic', 'TTToSemiLeptonic_PSweights', ], [ 'TTWJets_LO', 'TTWJets_LO_ext1', ], [ 'GluGluHToMuMu_M125', 'GluGluHToMuMu_M125_ext1', ], [ 'VBF_HToZZTo4L_ext1', 'VBF_HToZZTo4L_ext2', ], [ 'ggZZTo2e2mu', 'ggZZTo2e2mu_ext1', ], [ 'TTZJets_LO', 'TTZJets_LO_ext1', ], [ 'ttHToNonbb_M125_powheg', 'ttHToNonbb_M125_powheg_ext1', ], [ 'DYBBJetsToLL_M-50', 'DYBBJetsToLL_M-50_ext1', ], [ 'ST_tW_antitop_5f_inclusiveDecays', 'ST_tW_antitop_5f_inclusiveDecays_PSweights', ], [ 'GluGluHToZZTo4L_ext1', 'GluGluHToZZTo4L_ext3', 'GluGluHToZZTo4L_ext4', ], [ 'DYJetsToLL_M50_HT400to600', 'DYJetsToLL_M50_HT400to600_ext1', ], [ 'ggZZTo4mu', 'ggZZTo4mu_ext1', 'ggZZTo4mu_ext2', ], [ 'DYJetsToLL_M-50', 'DYJetsToLL_M-50_ext1', ], [ 'DYJetsToLL_M-50_amcatnloFXFX', 'DYJetsToLL_M-50_amcatnloFXFX_ext1', ], ]

[ "karlehataht@gmail.com" ]

karlehataht@gmail.com

4bbc89f57fd75f317c4b779ed03d2d9b35326b0c

5e93c898d797f6ab4a3c56147c5a6303e60db3e7

/05 templates/00_basic_template.py

0464bed0b2cea4c9a496f19d149d60abbc9c8831

[]

no_license

anthonychl/python-and-flask-bootcamp-create-websites-using-flask

da56e231f6d373f17d92c8a8a2d9852843dfcb07

51b0c2c6348c2813ef0a9c7678c009acbe62f745

refs/heads/master

2022-12-11T20:06:16.128162

2019-08-11T20:55:23

201,813,567

0

null

2022-12-08T01:04:52

2019-08-11T20:49:05

HTML

UTF-8

Python

false

215

py

from flask import Flask from flask import render_template app = Flask(__name__) @app.route('/') def index(): return render_template('00-Basic-Template.html') if __name__ == "__main__": app.run(debug=True)

[ "anthonychl.dev@gmail.com" ]

anthonychl.dev@gmail.com

cf54b20e32fbc8f25ddf0dff32ec00b58ae862b0

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/python-scraper/so.py

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kangteagu/web-site-scraper

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8b818dd9b21695e83835785446b0f77798fd2eee

refs/heads/master

2022-12-05T19:19:39.086036

2020-09-02T02:09:02

281,337,649

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py

import requests from bs4 import BeautifulSoup URL = f"https://stackoverflow.com/jobs?q=python&sort=i" def get_last_page(): result = requests.get(URL) soup = BeautifulSoup(result.text, "html.parser") pages = soup.find("div", {"class": "s-pagination"}).find_all("a") last_page = pages[-2].get_text(strip=True) return int(last_page) def extract_job(html): title = html.find("h2", {"class": "fs-body3"}).find("a")["title"] company, location = html.find("h3", { "class": "fs-body1" }).find_all( "span", recursive=False) company = company.get_text(strip=True) location = location.get_text(strip=True).strip("\r").strip("\n") job_id = html['data-jobid'] return { 'title': title, 'company': company, 'location': location, "apply_link": f"https://stackoverflow.com/jobs/{job_id}" } def extract_jobs(last_page): jobs = [] for page in range(last_page): print(f"Scrapping SO:Page:{page}") result = requests.get(f"{URL}&pg = {page+1}") soup = BeautifulSoup(result.text, "html.parser") results = soup.find_all("div", {"class": "-job"}) for result in results: job = extract_job(result) jobs.append(job) return jobs def get_jobs(): last_page = get_last_page() jobs = extract_jobs(last_page) return jobs

[ "gangtaegu7@gmail.com" ]

gangtaegu7@gmail.com