index int64 0 1,000k | blob_id stringlengths 40 40 | code stringlengths 7 10.4M |
|---|---|---|
984,500 | 45e842e2a1ea0bf4c5b0875f8c8189b751403f49 | import json
import logging
import numpy as np
import os
import pickle
from pyltp import Segmentor
logger = logging.getLogger(__name__)
logger.setLevel(logging.DEBUG)
logging.basicConfig(format='%(levelname)s:%(message)s', level=logging.DEBUG)
"""
SMP 分类工具类
"""
class Data(object):
"""Load and parse the json data file
Attributes:
segment_data: 经过分词处理的query列表
labels: 标签列表
"""
LABELS = ['website', 'tvchannel', 'lottery', 'chat', 'match',
'datetime', 'weather', 'bus', 'novel', 'video', 'riddle',
'calc', 'telephone', 'health', 'contacts', 'epg', 'app', 'music',
'cookbook', 'stock', 'map', 'message', 'poetry', 'cinemas', 'news',
'flight', 'translation', 'train', 'schedule', 'radio', 'email']
def __init__(self, data_file=None, ltp_data_path=None, max_length=None, stopwords=None):
assert ltp_data_path is not None
assert data_file is not None
self.max_length = max_length
self.data_file = data_file
self.segmentor = Segmentor()
self.segmentor.load(os.path.join(ltp_data_path, 'cws.model'))
self.data = []
self.padding_data = []
self.__data__ = {}
self.keys = []
self.load_data(stopwords=stopwords)
self.pad_data()
def destory(self):
self.segmentor.release()
def get_metadata(self):
"""数据集的大小信息"""
return len(self.data), self.max_length
def load_data(self, stopwords=None):
"""load and parse the data"""
with open(self.data_file, 'r', encoding='utf-8') as f:
json_data = json.load(f)
label_count = 0
char_count = 0
for key in json_data.keys():
label = json_data.get(key).get('label')
query = json_data.get(key).get('query')
if label is None:
label = 'website'
self.__data__[key] = {
"query": query,
"label": label
}
self.keys.append(key)
# TODO 截断
if self.max_length is not None:
words = list(self.segmentor.segment(query))[:self.max_length]
else:
words = list(self.segmentor.segment(query))
if stopwords is not None:
words = [word for word in words if word not in stopwords]
self.data.append((words, self.LABELS.index(label)))
if self.max_length is None:
self.max_length = max([len(x[0]) for x in self.data])
def update_labels(self, labels):
for index, key in enumerate(self.keys):
self.__data__.get(key)['label'] = self.LABELS[int(labels[index])]
return self
def save_result(self, outputfile="out.json"):
with open(outputfile, 'w', encoding='utf-8') as f:
json.dump(self.__data__, f, ensure_ascii=False)
def pad_data(self):
max_length = self.max_length
padding = [0]
for sentence, label in self.data:
new_sentence = sentence[:max_length] if len(sentence) >= max_length else sentence + padding * (max_length - len(sentence))
self.padding_data.append((np.array(new_sentence), label))
def get_minibatches(data, minibatch_size, shuffle=True):
"""
Iterates through the provided data one minibatch at at time. You can use this function to
iterate through data in minibatches as follows:
for inputs_minibatch in get_minibatches(inputs, minibatch_size):
...
Or with multiple data sources:
for inputs_minibatch, labels_minibatch in get_minibatches([inputs, labels], minibatch_size):
...
Args:
data: there are two possible values:
- a list or numpy array
- a list where each element is either a list or numpy array
minibatch_size: the maximum number of items in a minibatch
shuffle: whether to randomize the order of returned data
Returns:
minibatches: the return value depends on data:
- If data is a list/array it yields the next minibatch of data.
- If data a list of lists/arrays it returns the next minibatch of each element in the
list. This can be used to iterate through multiple data sources
(e.g., features and labels) at the same time.
"""
list_data = type(data) is list and (type(data[0]) is list or type(data[0]) is np.ndarray)
data_size = len(data[0]) if list_data else len(data)
indices = np.arange(data_size)
if shuffle:
np.random.shuffle(indices)
for minibatch_start in np.arange(0, data_size, minibatch_size):
minibatch_indices = indices[minibatch_start:minibatch_start + minibatch_size]
yield [minibatch(d, minibatch_indices) for d in data] if list_data \
else minibatch(data, minibatch_indices)
def minibatch(data, minibatch_idx):
return data[minibatch_idx] if type(data) is np.ndarray else [data[i] for i in minibatch_idx]
def minibatches(data, batch_size, shuffle=True):
batches = [np.array(col) for col in zip(*data)]
return get_minibatches(batches, batch_size, shuffle)
def load_word_embedding(input_file='./data/sgns.target.word-word.dynwin5.thr10.neg5.dim300.iter5', cache=None):
assert input_file is not None
if cache is not None and os.path.exists(cache):
with open(cache, 'rb') as f:
embedding = pickle.load(f)
token2id = pickle.load(f)
return embedding, token2id
with open(input_file, encoding='utf-8', errors='ignore') as f:
metadata = next(f).strip()
word_sum, dim = metadata.split(' ')
embedding = np.array(np.random.randn(int(word_sum) + 1, int(dim)), dtype=np.float32)
token2id = {}
count = 1
for line in f:
items = line.strip().split(' ')
token2id[items[0]] = count
embedding[count] = np.array(items[1:])
count += 1
logging.info("Initialized embedding.")
if cache is not None:
with open("cache", 'wb') as f:
pickle.dump(embedding, f)
pickle.dump(token2id, f)
return embedding, token2id
def load_stopwords(input_file='data/stopwords.txt'):
"""some doces"""
with open(input_file, encoding='utf-8', errors='ignore') as f:
stopwords = set()
for line in f:
stopwords.add(line.strip())
return stopwords
def embedding_simplify(embedding, token2id, data):
"""保留需用到的词向量, 全部太大了"""
new_embedding = []
for item in data:
for word in item[0]:
index = token2id.get(word)
if index is not None:
new_embedding.append((word, embedding[index]))
with open('embeding_terse', 'w', encoding='utf-8') as f:
f.write("%d %d\n" % (len(new_embedding), 300))
for item in new_embedding:
f.write("%s %s\n" % (item[0], " ".join([str(x) for x in item[1]])))
def env_testing(_):
"""测试程序执行的环境"""
path = "./" #文件夹目录
files= os.listdir(path) #得到文件夹下的所有文件名称
s = []
for _file in files: #遍历文件夹
print(_file)
def test1():
train_data = Data('./data/train.json', 'L:\\workspace\\ltp_data\\')
data = train_data.padding_data
batch = minibatches(data, 12)
for x in batch:
print(x)
def diff(grand_file, predict_file, outputfile):
with open(grand_file, 'r', encoding='utf-8') as f:
json_data1 = json.load(f)
with open(predict_file, 'r', encoding='utf-8') as f:
json_data2 = json.load(f)
result = {}
for key in json_data1.keys():
label1 = json_data1.get(key).get('label')
label2 = json_data2.get(key).get('label')
if label1 != label2:
result[key] = {}
result[key]['query'] = json_data1.get(key).get('query')
result[key]['grand'] = label1
result[key]['predict'] = label2
with open(outputfile, 'w', encoding='utf-8') as f:
json.dump(result, f, ensure_ascii=False)
if __name__ == '__main__':
grand_file = 'data/dev.json'
predict_file = 'out.json'
diff(grand_file, predict_file, 'diff.json')
exit()
pass
stopwords = load_stopwords()
train_data = Data('./data/train.json', 'L:\\workspace\\ltp_data\\', stopwords=stopwords)
prediction = []
for i in range(len(train_data.data)):
prediction.append(0)
train_data.update_labels(prediction)
pass
# data = train_data.data
# pass
# embedding, token2id = load_word_embedding(cache='cache')
# embedding_simplify(embedding, token2id, data)
|
984,501 | be9e62f29d913b2df85a58837509a321a4cb6345 | # A Python program to demonstrate working of
# findall()
import re
# A sample text string where regular expression
# is searched.
string = """Hello my Number is 123456789 and
my friend's number is 987654321"""
# A sample regular expression to find digits.
regex = '\d+'
match = re.findall(regex, string)
print(match)
|
984,502 | cafce32193338657ab2909b4a1b827d56bc106c7 | #!/usr/bin/python
import sys, csv, os, time, pickle
from subprocess import Popen, PIPE, STDOUT
#
# Computer Science 143 - PROJECT 2 - GRADING APPLICATION
#
# (this is the main script which should be run, set default variables in
# default_vars.py)
# IMPORTANT: If this script is not run from its own directory
# saves caller's directory, changes to script's directory
# at the end of script, changes back to caller's directory
caller_dir = os.getcwd()
script_dir = sys.path[0]
os.chdir(script_dir)
# append 'classes' directory to system path
# in order to be able to 'import' files from the directory
sys.path.append('./classes')
from default_vars import * # loads global variables and helper function from default_vars.py
from load_tests import * # function to load grader-specified test cases
from diff_submissions import * # function to check differences among parts of submissions
from helper_functions import * # helper functions for this script to make code more readable
# Steps:
# check that grader's script is valid (store commands in array)
# read submissions data (sid, name, files submitted)
# for each submission
# run grader's script
# store score/result (short/long version)
##################################################################
# save starting time to report running time of program
start_time = time.time()
############# LOAD GRADER'S TEST FILE ##############
####################################################
print "=== Loading Grader's Test Commands - Part A"
# load commands to be tested on Part A
commands_part_A = load_grader_test_file(graderscriptfileA)
print "=== Found ", len(commands_part_A), " commands."
print "=== Loading Grader's Test Commands - Part D"
## load commands to be tested on Part D
commands_part_D = load_grader_test_file(graderscriptfileD)
print "=== Found ", len(commands_part_D), " commands."
############# LOAD STUDENTS' SUBMISSION DIRECTORIES/NAMES ##############
########################################################################
# Load SID-Student Name tuples from all submissions.csv files
# (for each of part A, B, C, and D) and combine
# submitted parts (directory names)
parts = ['a', 'b', 'c', 'd']
# list which stores results of grading for each student
grading_results = []
# store sid-name pairs in dictionary
name_dictionary = {}
# collect all available name-sid pairs
# format of submissions: each part of Project 2 has a directory,
# each directory contains a directory for each student (name of directory is student's SID)
# each student's directory contains the files the student submitted for the current part
# submissions_data file is a CSV file with the first two columns: SID, Name
for part in parts:
submission_cvs_file = submission_dir + '/' + part + '/' + submissions_data_file
submissions_reader = csv.DictReader(open(submission_cvs_file), ['sid', 'name'], delimiter=',', quotechar='"')
# add each student to name_dictionary and grading_results
for row in submissions_reader:
# add entry to grading results list if this sid not already added
if (not name_dictionary.has_key(row['sid'])):
grading_results.append( student_result(row['sid'], row['name']))
name_dictionary[row['sid']] = row['name']
print "=== Loading Student Submissions"
# print number of name-sid pairs found
print "\tName-SID Pairs: ", len(grading_results), " entries"
# get list of all submission directories for each part
# listdir(): returns all directories in 'directory' whose name is 9 digits (i.e. SID number)
directories_a = listdirs(submission_dir_a)
directories_b = listdirs(submission_dir_b)
directories_c = listdirs(submission_dir_c)
directories_d = listdirs(submission_dir_d)
# print summary
print "\tPART A - Submissions found: ", len(directories_a)
print "\tPART B - Submissions found: ", len(directories_b)
print "\tPART C - Submissions found: ", len(directories_c)
print "\tPART D - Submissions found: ", len(directories_d)
############# COMPARE SUBMISSIONS USING DIFF ##############
# Done in compare_submissions(...) function (in diff_submissions.py):
# Compare specified files between Part D and C, and Part C and B
# store 'diff_penalty' objects in student's 'student_result' object
print "=== Checking for major changes between file submissions (using diff)"
num_diff_penalties = compare_submissions(submission_dir, grading_results, directories_b, directories_c, directories_d)
print "\tFound ", num_diff_penalties, " violations of threshold value ", diff_threshold
# for each student in grading_results list
# for Part A, then for Part D:
# decompress clean version of Bruinbase
# copy allowed Part A/D files into bruinbase
# "make" bruinbase => make sure no errors
#
# for each command in list for part A
# run bruinbase command (with timeout, check for error result, i.e. crash)
# [ ./bruinbase < input_query.txt ] => read stdout, stderr
# if LOAD command - add points if no error/timeout
# if SELECT command - check if error
# check if output correct
# check if timeout maxIOs reached
# add points accordingly
############# RUN TEST COMMANDS ON PART A and PART D ##############
print "Commands to run on Part A: ", len(commands_part_A)
print "Commands to run on Part D ", len(commands_part_D)
for student in grading_results:
sys.stderr.flush()
print "=== Grading SID - ", student.sid, " - Part A"
print >> sys.stderr, "=== Grading SID - ", student.sid, " - Part A"
#Run Part A test commands
if (set_up(student, "A", part_A_files, submission_dir_a)):
run_commands(student, commands_part_A, "A", script_dir, part_A_files, submission_dir_a)
print "=== Grading SID - ", student.sid, " - Part D"
print >> sys.stderr, "=== Grading SID - ", student.sid, " - Part D"
#Run Part D test commands
if (set_up(student, "D", part_D_files, submission_dir_d)):
run_commands(student, commands_part_D, "D", script_dir, part_D_files, submission_dir_d)
#print >> sys.stderr, "Results Size: ", len(student.results)
# delete temporary file
if os.path.exists(temp_file):
os.remove(temp_file)
# Calculate/Print total running time of program
total_time = int(time.time() - start_time)
print >> sys.stderr, "Auto-Grader Execution Time: ", GetInHMS(total_time)
# calculate max total points
# max Part A points
pts_a = 0
for cmd in commands_part_A:
pts_a += cmd.points
# max Part D points
pts_d = 0
for cmd in commands_part_D:
pts_d += cmd.points
# Print Maximum points for Part A, Part D, and Total
print >> sys.stderr, "Max Part A Points: ", str(pts_a)
print >> sys.stderr, "Max Part D Points: ", str(pts_d)
print >> sys.stderr, "Max TOTAL Points: ", str(pts_a + pts_d)
# in order to save data collected in this program, we save it in a Pickle file
# this allows the user to back up results of different runs
# and then to run the output script on them separately ( generate_output.py)
# [ this way the user can write his own output script and run them quickly on this
# data without having to re-generate it every time, which is time consuming ]
if (not os.path.exists(os.path.dirname(pickle_file))):
os.mkdir(dirname(pickle_file))
output = open(pickle_file, 'wb')
pickle.dump(grading_results, output)
output.close()
# generate log files from object data created in this script => run generate_output script
# (this allowed regeneration of log files without re-running the whole grading program)
os.system('python generate_output.py')
# switch back to the caller's directory
os.chdir(caller_dir)
exit(1)
|
984,503 | 0fbbe97f5e8cbc3cba4752726b330c682b40151a | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time : 17/12/8 上午10:22
# @Author : Aries
# @Site :
# @File : py077_name_space.py
# @Software: PyCharm
'''
名称空间
'''
j, k = 1, 2
def proc1():
j, k = 3, 4
print 'j==%d and k==%d' % (j, k)
k = 5
def proc2():
j = 6
proc1()
print 'j==%d and k==%d' % (j, k)
k = 7
proc1()
print 'j==%d and k==%d' % (j, k)
j = 8
proc2()
print 'j==%d and k==%d' % (j, k)
|
984,504 | 6f16858451d6aa166effa523789765d147c2f62d | print("hello every one")
print("welcome to python")
print("sum",44+77)
|
984,505 | 9279ca529b1c0bfa9287a476e1163efc9bf4b258 | from . import load_config
from . import yaml_helper
from . import replay_buffer
from .load_config import *
from .yaml_helper import * |
984,506 | 2c6bac8937be88f314be4de864c1ad53ee3f6c52 | a, b = [int(i) for i in input().split()]
ans = a * b
if ans % 2 == 0:
print('Even')
else:
print('Odd') |
984,507 | 80224a950ebeefb8cb37896fdb719149d4386bae | from itertools import zip_longest
import numpy as np
def quadratic_interpolation(x_nodes, y_nodes, points_num, start_cond):
n = len(x_nodes)
h = []
for i in range(1, n, 1):
h.append(x_nodes[i] - x_nodes[i - 1])
b = []
for i in range(1, n):
b.append((y_nodes[i] - y_nodes[i - 1]) * 2 / h[i - 1])
# boundary conditions
if start_cond:
# derivative of starting point = 0
b = [0] + b
for i in range(1, n):
b[i] -= b[i - 1]
else:
# derivative of ending point = 0
b += [0]
for i in range(n - 1, 0, -1):
b[i - 1] -= b[i]
a = []
for i in range(1, n):
a.append((b[i] - b[i - 1]) / (2 * h[i - 1]))
c = []
for i in range(n - 1):
c.append(y_nodes[i])
b = b[:-1]
result = list(zip_longest(a, b, c, x_nodes[:]))
return get_values(result, points_num)
def get_values(coefficients, plot_points_num):
n = len(coefficients)
x_int, y_int = [], []
for i in range(n - 1):
a, b, c, x = coefficients[i]
x1 = coefficients[i + 1][3]
for point in np.linspace(x, x1, plot_points_num // n):
x_int.append(point)
y_int.append(a * (point - x) ** 2 + b * (point - x) + c)
return x_int, y_int
|
984,508 | d50a758f9a90f0c6aec861f5ffad724677ac112e | from django.apps import AppConfig, apps
from django.core.checks import Error, Tags, Warning, register
from django.utils.translation import gettext_lazy as _
__all__ = ["AdminIndexConfig"]
class AdminIndexConfig(AppConfig):
"""Default configuration for the django_admin_index app."""
name = "django_admin_index"
label = "admin_index"
verbose_name = _("Admin Index")
default_auto_field = "django.db.models.BigAutoField"
def ready(self):
register(check_admin_index_app, Tags.compatibility)
register(check_admin_index_context_processor, Tags.compatibility)
register(check_request_context_processor, Tags.compatibility)
def check_admin_index_app(app_configs, **kwargs):
issues = []
app_config_names = [app_config.name for app_config in apps.get_app_configs()]
try:
if app_config_names.index(AdminIndexConfig.name) > app_config_names.index(
"django.contrib.admin"
):
issues.append(
Warning(
"You should put '{}' before 'django.contrib.admin' in your INSTALLED_APPS.".format(
AdminIndexConfig.name
)
)
)
except ValueError:
issues.append(
Warning("You are missing 'django.contrib.admin' in your INSTALLED_APPS.")
)
return issues
def check_admin_index_context_processor(app_configs, **kwargs):
from django.conf import settings
issues = []
context_procesor = "{}.context_processors.dashboard".format(AdminIndexConfig.name)
for engine in settings.TEMPLATES:
if "OPTIONS" in engine and "context_processors" in engine["OPTIONS"]:
if context_procesor in engine["OPTIONS"]["context_processors"]:
issues.append(
Error(
"You should remove '{}' from your TEMPLATES.OPTIONS.context_processors.".format(
context_procesor
)
)
)
break
return issues
def check_request_context_processor(app_configs, **kwargs):
from django.conf import settings
issues = []
found = False
context_procesor = "django.template.context_processors.request"
for engine in settings.TEMPLATES:
if "OPTIONS" in engine and "context_processors" in engine["OPTIONS"]:
if context_procesor in engine["OPTIONS"]["context_processors"]:
found = True
break
if not found:
issues.append(
Warning(
"You are missing '{}' in your TEMPLATES.OPTIONS.context_processors.".format(
context_procesor
)
)
)
return issues
|
984,509 | fbaf5505e1c77f3f7014a7af874491eb8a848f26 | def getLatLongFromNMEA(nmeaSen):
lat = nmeaSen[2]
latDir = 1.0 if nmeaSen[3] == 'N' else -1.0
#Parse latitude to google maps coordinate
hours = float(lat[0:2])
mins = float(lat[2:])
lat = latDir * (hours + mins / 60.0)
lon = nmeaSen[4]
lonDir = 1.0 if nmeaSen[5] == 'E' else -1.0
#Parse longitude to google maps coordinates
hours = float(lon[0:3])
mins = float(lon[3:])
lon = lonDir * (hours + mins / 60.0)
return [lat, lon]
sigStr = "$GPGGA,225446,4916.45,N,12311.12,W,000.5,054.7,191194,020.3,E*68"
strArr = sigStr.split(',')
lat, lon = getLatLongFromNMEA(strArr)
print lat
print lon
|
984,510 | 9b6459f9e21e4f23389ba5ba57b34142176c85c3 | # 尝试t帧检测一次并进行追踪
import setup_path
import airsim
import cv2
import time
import sys
from collections import deque
import numpy as np
import math
import msvcrt # Keyboard Input
def printUsage():
print("Usage: python camera.py [depth|segmentation|scene]")
cameraType = "scene"
for arg in sys.argv[1:]:
cameraType = arg.lower()
# Airsim图像类型
cameraTypeMap = {
"depth": airsim.ImageType.DepthVis,
"segmentation": airsim.ImageType.Segmentation,
"seg": airsim.ImageType.Segmentation,
"scene": airsim.ImageType.Scene,
"disparity": airsim.ImageType.DisparityNormalized,
"normals": airsim.ImageType.SurfaceNormals
}
if (not cameraType in cameraTypeMap):
printUsage()
sys.exit(0)
print (cameraTypeMap[cameraType])
client = airsim.MultirotorClient()
client.confirmConnection()
client.enableApiControl(True)
client.armDisarm(True)
help = False
# 设置FPS
fontFace = cv2.FONT_HERSHEY_SIMPLEX
fontScale = 0.5
fontthickness = 2
textSize, baseline = cv2.getTextSize("FPS", fontFace, fontScale, fontthickness)
print (textSize)
textOrg = (10, 10 + textSize[1])
frameCount = 0
startTime=time.time()
fps = 0
# 设置绿色阈值，HSV空间 色调(H)，饱和度(S)，明度(V)
greenLower = np.array([35, 43, 46])
greenUpper = np.array([99, 255, 255])
# 初始化追踪点的列表
mybuffer = 40
pts = deque(maxlen=mybuffer)
# 初期移动
client.takeoffAsync().join()
client.moveToPositionAsync(-5, 0, 0, 2).join()
client.hoverAsync().join()
Count_Frame = 0
while True:
# because this method returns std::vector<uint8>, msgpack decides to encode it as a string unfortunately.
rawImage = client.simGetImage("0", cameraTypeMap[cameraType])
# 从指定的内存缓存中读取数据，并把数据转换(解码)成图像格式
frame = cv2.imdecode(airsim.string_to_uint8_array(rawImage), cv2.IMREAD_UNCHANGED)
# 获取图像的长度和宽度
height,width = frame.shape[:2]
# height = 2*height
# width = 2*width
# print("Height=" + str(height) + ", Width=" + str(width))
# frame=cv2.resize(frame,(width,height),interpolation=cv2.INTER_CUBIC)
# frame=cv2.resize(frame,None,fx=2,fy=2,interpolation=cv2.INTER_CUBIC)
# 显示FPS
cv2.putText(frame,"FPS " + str(fps),textOrg, fontFace, fontScale,(10,180,250),fontthickness)
# 窗口中心点
frame_center_x = int(width/2)
frame_center_y = int(height/2)
frame_center = (frame_center_x, frame_center_y)
cv2.circle(frame, frame_center , 2, (255,0,0) , -1)
frameCount = frameCount + 1
endTime = time.time()
diff = endTime - startTime
if (diff > 1):
fps = frameCount
frameCount = 0
startTime = endTime
# 用cv2.COLOR_BGR2HSV将frame转向HSV空间
hsv = cv2.cvtColor(frame, cv2.COLOR_BGR2HSV)
# 根据阈值构建掩膜，将低于greenLower和高于greenUpper的部分分别变成0，greenLower和greenUpper之间的值变成255
mask = cv2.inRange(hsv, greenLower, greenUpper)
# 在上面基础上再进行腐蚀操作,可以使得图像的色彩更加突出
mask = cv2.erode(mask, None, iterations=2)
# 开运算(オープニング)闭运算(クロージング)
# 在上面基础上再膨胀操作,先腐蚀再膨胀的效果是为了开运算，去除噪点
mask = cv2.dilate(mask, None, iterations=2)
# 轮廓检测
cnts = cv2.findContours(mask.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)[-2]
# 初始化轮廓质心
marker_center = None
# 如果存在轮廓
if len(cnts) > 0:
# 找到面积最大的轮廓
c = max(cnts, key = cv2.contourArea)
# 确定面积最大的轮廓的矩形
x,y,w,h = cv2.boundingRect(c)
#print(x,y,w,h)
diagonal = math.sqrt((w^2+h^2))
#print(diagonal)
# 计算面积最大的轮廓的矩
M = cv2.moments(c)
# 计算质心
marker_center_x = int(M["m10"]/M["m00"])
marker_center_y = int(M["m01"]/M["m00"])
marker_center = (marker_center_x, marker_center_y)
# 只有当对角线大于5时，才执行画图
if diagonal > 5:
# 画外部矩形
cv2.rectangle(frame, (int(x),int(y)), (int(x+w),int(y+h)), (248,147,29), 2)
# 画质心
cv2.circle(frame, marker_center, 2, (0,0,255), -1)
# 把质心添加到pts中，并且是添加到列表左侧
pts.appendleft(marker_center)
# 遍历追踪点，分段画出轨迹
#for i in range(1, len(pts)):
# if pts[i-1] is None or pts[i] is None:
# continue
# # 计算所画小线段的粗细
# thickness = int(np.sqrt(mybuffer/float(i+1)*6.5))
# # 画出小线段
# cv2.line(frame, pts[i-1], pts[i], (0,0,255), 5)
cv2.imshow("Frame",frame)
if marker_center == None:
pass
else:
if( Count_Frame >= 10):
print("marker_center_x = "+str(marker_center_x))
# 和画面中心的差分
diff = frame_center_x - marker_center_x
dx = 0.02 * diff
print("diff = "+str(diff))
print("dx = "+str(dx))
d = 0.0 if abs(diff) < 15 else dx # ±x未満ならゼロにする
d = 1 if d > 1.0 else d
d = -1 if d < -1.0 else d
print("d = "+str(d))
if(d!=0):
# client.moveToPositionAsync(d, 0, 0, 1).join()
client.moveByVelocityZAsync(-d, 0, 0, 2).join()
# client.moveByVelocityAsync(vx, vy, vz, duration).join()
Count_Frame = 0
key = cv2.waitKey(1) & 0xFF;
if (key == 27 or key == ord('q') or key == ord('x')):
break;
Count_Frame += 1 |
984,511 | 6e3298c6481ace28ef6c6e88a7065ced104ad498 | from django.contrib.auth.models import User
from django.contrib.auth.forms import UserCreationForm
from django.forms import ModelForm
from django import forms
from .models import Usuarios
class UsuarioFrm(ModelForm):
class Meta:
model = Usuarios
fields = '__all__'
class RegistroForm(ModelForm):
class Meta:
model= Usuarios
exclude = ('rol','estado')
|
984,512 | fad8ff65841cde1e1ef19ff799c90ea4f5cdb6ab | # encoding: utf-8
"""
File: node.py
Author: Rock Johnson
"""
class Node(object):
"""代表单个链表的节点."""
def __init__(self, data, next = None):
"""实例化一个Node它的next默认值为None."""
self.data = data
self.next = next
class TwoWayNode(object):
"""代表双个链表的节点."""
def __init__(self, data, previous = None, next = None):
"""初始化一个TwoWayNode."""
Node.__init__(self, data, next)
self.previous = previous |
984,513 | 6e2e2df8281f5a730e330c2d07da04954da5b170 | print ("Hello World")
user= ("My name is Qas")
print (user)
|
984,514 | 0091ddd0684189d1d1524006bd0eb001ab40b60a | # FACT ENDPOINTS
API_ENDPOINTS = {
'GET_RANDOM_FACTS': '/random',
'GET_FACT_BY_ID': '/{fact_id}'
}
# Status codes
STATUS_CODE_200_OK = 200
STATUS_CODE_201_CREATED = 201
STATUS_CODE_202_ACCEPTED = 202
STATUS_CODE_204_NO_CONTENT = 204
STATUS_CODE_400_BAD_REQUEST = 400
STATUS_CODE_401_UNAUTHORIZED = 401
STATUS_CODE_403_FORBIDDEN = 403
STATUS_CODE_404_NOT_FOUND = 404
STATUS_CODE_406_NOT_ACCEPTABLE = 406
STATUS_CODE_415_UNSUPPORTED_MEDIA_TYPE = 415
STATUS_CODE_422_INVALID_DATA = 422
STATUS_CODE_500_SERVICE_UNAVAILABLE = 500
# Default response
DEFAULT_RESPONSE_TIME = 1750000
|
984,515 | bdcabd757666da7aae371b11621280ca12a56148 | from Amount import Amount
import logging
logger = logging.getLogger('root')
class Budget(object):
def __init__(self, amount = Amount('USD', 0)):
logger.debug("INIT BUDGET WITH %s", str(amount))
self.amounts = []
self.amounts.append(amount)
self.main_currency = amount.currency
def __str__(self):
result = ''
for amount in self.amounts:
if amount.currency == self.main_currency:
result = str(amount) + " " + result
else:
if amount.value > 0:
result += " (" + str(amount) + ")"
return result
def updateAmount(self, amount):
old_amount = self.getAmount(amount.currency)
if old_amount:
self.amounts.remove(old_amount)
self.amounts.append(amount)
else:
logger.warning("The amount %s could not be found", str(amount))
self.addAmount(amount)
def addAmount(self, amount, convert = True):
logger.debug(amount)
old_amount = self.getAmount(amount.currency)
if old_amount:
logger.debug("Found the old amount")
self.updateAmount(amount)
else:
logger.debug("I append the amount")
self.amounts.append(amount)
if amount.value > 0 and convert:
logger.debug("I will try to update the main amount")
main_amount = self.getAmount(self.main_currency)
logger.debug("Main value %s", main_amount.value)
if main_amount and main_amount.value == 0:
logger.debug("I update the main amount")
main_amount = amount.getConvertedAmount(self.main_currency)
self.updateAmount(main_amount)
def getAmount(self, currency):
#Look in the list of amounts
for amount in self.amounts:
if amount.currency == currency:
return amount
return 0
def getConvertedAmount(self, from_currency, to_currency):
amount = self.getAmount(from_currency)
if amount:
return Amount().getConvertedValue(to_currency)
else:
return 0
|
984,516 | 6c905cd40dd9a96356d761f454d7aa54014838d9 | class Conveyor_Belt:
def __init__(self):
self.Conveyor_Belt = Conveyor_Belt
#self.beltID
#self.speedPWM
def twistConveyorBelt(self):
print("Conveyor Belt is running") |
984,517 | 8138ae3d696ed7b312dc52f9a69acd3a70de6a49 | # Time: O(n)
# Space: O(1)
# Let's call any (contiguous) subarray B (of A) a mountain
# if the following properties hold:
#
# B.length >= 3
# There exists some 0 < i < B.length - 1
# such that B[0] < B[1] < ... B[i-1] < B[i] > B[i+1] > ... > B[B.length - 1]
# (Note that B could be any subarray of A, including the entire array A.)
#
# Given an array A of integers, return the length of the longest mountain.
#
# Return 0 if there is no mountain.
#
# Example 1:
#
# Input: [2,1,4,7,3,2,5]
# Output: 5
# Explanation: The largest mountain is [1,4,7,3,2] which has length 5.
# Example 2:
#
# Input: [2,2,2]
# Output: 0
# Explanation: There is no mountain.
#
# Note:
# - 0 <= A.length <= 10000
# - 0 <= A[i] <= 10000
try:
xrange # Python 2
except NameError:
xrange = range # Python 3
class Solution(object):
def longestMountain(self, A):
"""
:type A: List[int]
:rtype: int
"""
result, up_len, down_len = 0, 0, 0
for i in xrange(1, len(A)):
if (down_len and A[i-1] < A[i]) or A[i-1] == A[i]:
up_len, down_len = 0, 0
up_len += A[i-1] < A[i]
down_len += A[i-1] > A[i]
if up_len and down_len:
result = max(result, up_len+down_len+1)
return result
|
984,518 | ae04ebc490ac3ff77a1066146209d6a7676e5445 | # write a Python program which accepts the radius of a circle from the user and computes area.
Radius=float(input("Input the readius of the circle: "))
area=3.14*Radius*Radius
print("The area of the circle with radius ",Radius,"is:",area) |
984,519 | 1976f4ffbf104e17befdfecee3fd39ab244dd226 | #Python Program to calculate the area of triangle:
# Base and Height are the Parameters Belong to the Triangle:
Base=float(input("Enter the Base of the Triangle: "))
Height=float(input("Enter the Height of the Triangle: "))
# Area of the Triangle is 1/2(Base*Height). In meters
def area_triangle(Base,Height):
if Base>0 or Height>0:
Area= (Base*Height)/2
else:
Area = "Invalid Measurements"
return (Area)
print("The Area of Triangle is", area_triangle(Base,Height)) |
984,520 | 52c9054e7a136735cda5b47f12349a97cd040db0 | from django_filters import CharFilter, ChoiceFilter
from web.forms import ModelSearchFilter
from .models import Template
class TemplatesFilter(ModelSearchFilter):
# Fields of the model that can be filtered
template_name = CharFilter(lookup_expr='icontains',
help_text='Use % for wildcard searching.',
label='Template Name')
application_domain = ChoiceFilter(choices=Template.DOMAINS,
lookup_expr='exact',
label='Adpplication Domain')
template_type = ChoiceFilter(choices=Template.TYPES,
lookup_expr='exact',
label='Template Type')
class Meta:
model = Template
fields = [] # Django complains without fields set in the meta
|
984,521 | 5ef76c570b8701e7f9bf9f99273aabaa1506bf0d | import os
import scipy
from scipy.misc import *
import numpy as np
from tflearn.data_utils import shuffle
def load_data():
X_train = []
Y_train = []
img_ext = '.jpg'
#reading c0 first
input_path = "/home/mukul/Documents/major/dataset/data/train/c0/"
i = 0
for x in os.listdir( input_path ):
if x.endswith( img_ext ) and i<2000 :
img_path = os.path.join(input_path, x)
img = imread(img_path)
img_float64 = np.float64(img)
X_train.append(img_float64)
Y_train.append(1)
i += 1
print i
#reading c1 now
input_path = "/home/mukul/Documents/major/dataset/data/train/c1/"
i = 0
for x in os.listdir( input_path ):
if x.endswith( img_ext ) and i<2000:
img_path = os.path.join(input_path, x)
img = imread(img_path)
img_float64 = np.float64(img)
X_train.append(img_float64)
Y_train.append(0)
i += 1
print i
return (X_train,Y_train)
|
984,522 | 5fcfcb4c54f0f68e24878d54a14a8e0c8a756b5f | from typing import Set, Type, Any, List, Dict, Optional, Iterable, TYPE_CHECKING
import warnings as py_warnings
from antlr4 import InputStream
from . import messages
from . import warnings # pylint: disable=reimported
from .parser import sa_systemrdl
from .core.ComponentVisitor import RootVisitor
from .core.ExprVisitor import ExprVisitor
from .properties.rulebook import PropertyRuleBook
from .properties.user_defined import ExternalUserProperty, LegacyExternalUserProperty
from .core.namespace import NamespaceRegistry
from .core.elaborate import ElabExpressionsListener, PrePlacementValidateListener, LateElabListener
from .core.elaborate import StructuralPlacementListener, LateElabRevisitor
from .core.validate import ValidateListener
from . import ast
from . import component as comp
from . import walker
from .node import RootNode
from . import preprocessor
if TYPE_CHECKING:
from .rdltypes.typing import RDLValue
from .udp import UDPDefinition
class FileInfo:
def __init__(self, preprocessed_text: str, included_files: Iterable[str]) -> None:
self._pp_text = preprocessed_text
self._incl_files = included_files
@property
def preprocessed_text(self) -> str:
"""
Resolved text after Perl and Verilog preprocessing
"""
return self._pp_text
@property
def included_files(self) -> Iterable[str]:
"""
Iterable of paths that were included while preprocessing this file.
"""
return self._incl_files
class RDLCompiler:
def __init__(self, **kwargs: Any):
"""
RDLCompiler constructor.
Parameters
----------
message_printer: :class:`~systemrdl.messages.MessagePrinter`
Override the default message printer
warning_flags: int
Flags to enable warnings. See :ref:`messages_warnings` for more details.
error_flags: int
Same as ``warning_flags`` but promote them to errors instead.
dedent_desc: bool
Automatically remove any common indentation from multi-line
``desc`` properties.
Set to True by default.
extended_dpa_type_names: bool
Enable extended type name generation that accounts for dynamic
property assignments augmenting the type.
Set to True by default.
See :ref:`dpa_type_generation` for more details.
perl_safe_opcodes: List[str]
Perl preprocessor commands are executed within a
`Perl Safe <https://perldoc.perl.org/Safe.html>`_ compartment to
prevent malicious code execution.
The default set of `Perl opcodes <https://perldoc.perl.org/Opcode.html#Predefined-Opcode-Tags>`_
allowed should be sufficient for most applications, however this
option is exposed in the rare case it is necessary to override the
opcode list in order to make an exception.
Default value::
[
':base_core', ':base_mem', ':base_loop', ':base_orig', ':base_math',
':base_thread', ':filesys_read', ':sys_db', ':load',
'sort', 'tied', 'pack', 'unpack', 'reset'
]
.. versionchanged:: 1.8
Added ``dedent_desc`` option.
.. versionchanged:: 1.9
Added ``extended_dpa_type_names`` option.
.. versionchanged:: 1.10
Added ``perl_safe_opcodes`` option.
"""
self.env = RDLEnvironment(kwargs)
# Check for stray kwargs
if kwargs:
raise TypeError("got an unexpected keyword argument '%s'" % list(kwargs.keys())[0])
#: Reference to the compiler's :class:`~systemrdl.messages.MessageHandler` object
#:
#: .. warning::
#:
#: This will be deprecated in a future release. See this page for more details: https://github.com/SystemRDL/systemrdl-compiler/issues/168
self.msg = self.env.msg
self.namespace = NamespaceRegistry(self.env) # type: NamespaceRegistry
self.visitor = RootVisitor(self)
self.root = self.visitor.component # type: comp.Root # type: ignore
def define_udp(
self, name: str, valid_type: Any,
valid_components: 'Optional[Set[Type[comp.Component]]]'=None,
default: Any=None
) -> None:
py_warnings.warn(
"Use of RDLCompiler.define_udp() is deprecated. Use RDLCompiler.register_udp() instead.",
DeprecationWarning, stacklevel=2
)
if name in self.env.property_rules.rdl_properties:
raise ValueError("UDP definition's name '%s' conflicts with existing built-in RDL property")
if name in self.env.property_rules.user_properties:
raise ValueError("UDP '%s' has already been defined")
udp = LegacyExternalUserProperty(
self.env,
name,
valid_components,
valid_type,
default_assignment=default,
constr_componentwidth=False
)
self.env.property_rules.user_properties[udp.name] = udp
def register_udp(self, definition_cls: 'Type[UDPDefinition]', soft: bool=True) -> None:
"""
Pre-register a User Defined Property into the compiler.
Parameters
----------
definition_cls: :class:`systemrdl.udp.UDPDefinition`
Reference to the container class that defines your new UDP.
soft: bool
Override to False to register the UDP as a hard definition.
.. versionadded:: 1.25
"""
if definition_cls.name in self.env.property_rules.rdl_properties:
raise ValueError("UDP definition's name '%s' conflicts with existing built-in RDL property")
if definition_cls.name in self.env.property_rules.user_properties:
raise ValueError("UDP '%s' has already been defined")
# Wrap definition with internal UDP object & register it
udp = ExternalUserProperty(self.env, definition_cls, soft)
self.env.property_rules.user_properties[udp.name] = udp
def list_udps(self) -> List[str]:
"""
List all user-defined properties encountered by the compiler.
.. versionadded:: 1.12
"""
udps = []
for udp_name, udp in self.env.property_rules.user_properties.items():
if isinstance(udp, ExternalUserProperty) and udp.is_soft:
continue
udps.append(udp_name)
return udps
def preprocess_file(self, path: str, incl_search_paths: Optional[List[str]]=None, defines: Optional[Dict[str,str]]=None) -> FileInfo:
"""
Preprocess a single file without compiling it.
Parameters
----------
path:str
Path to an RDL source file
incl_search_paths: List[str]
List of additional paths to search to resolve includes.
If unset, defaults to an empty list.
Relative include paths are resolved in the following order:
1. Search each path specified in ``incl_search_paths``.
2. Path relative to the source file performing the include.
defines: Dict[str, str]
Dictionary of pre-defined verilog macros where the key is the macro
name, and the value is the macro text.
Raises
------
RDLCompileError
If any fatal preprocessing error is encountered.
Returns
-------
:class:`FileInfo`
File info object
.. versionadded:: 1.20
"""
if incl_search_paths is None:
incl_search_paths = []
input_stream, included_files = preprocessor.preprocess_file(self.env, path, incl_search_paths, defines)
return FileInfo(input_stream.strdata, included_files)
def compile_file(self, path: str, incl_search_paths: Optional[List[str]]=None, defines: Optional[Dict[str,str]]=None) -> FileInfo:
"""
Parse & compile a single file and append it to RDLCompiler's root
namespace.
If any exceptions (:class:`~systemrdl.RDLCompileError` or other)
occur during compilation, then the RDLCompiler object should be discarded.
Parameters
----------
path:str
Path to an RDL source file
incl_search_paths: List[str]
List of additional paths to search to resolve includes.
If unset, defaults to an empty list.
Relative include paths are resolved in the following order:
1. Search each path specified in ``incl_search_paths``.
2. Path relative to the source file performing the include.
defines: Dict[str, str]
Dictionary of pre-defined verilog macros where the key is the macro
name, and the value is the macro text.
Raises
------
RDLCompileError
If any fatal compile error is encountered.
Returns
-------
:class:`FileInfo`
File info object
.. versionchanged:: 1.20
Returns a :class:`FileInfo` object instead of ``None``
"""
if incl_search_paths is None:
incl_search_paths = []
input_stream, included_files = preprocessor.preprocess_file(self.env, path, incl_search_paths, defines)
# Run Antlr parser on input
parsed_tree = sa_systemrdl.parse(
input_stream,
"root",
messages.RdlSaErrorListener(self.msg)
)
if self.msg.had_error:
self.msg.fatal("Parse aborted due to previous errors")
# Traverse parse tree with RootVisitor
self.visitor.visit(parsed_tree)
# Reset default property assignments from namespace.
# They should not be shared between files since that would be confusing.
self.namespace.default_property_ns_stack = [{}]
if self.msg.had_error:
self.msg.fatal("Compile aborted due to previous errors")
return FileInfo(input_stream.strdata, included_files)
def elaborate(self, top_def_name: Optional[str]=None, inst_name: Optional[str]=None, parameters: Optional[Dict[str, 'RDLValue']]=None) -> RootNode:
"""
Elaborates the design for the given top-level addrmap component.
During elaboration, the following occurs:
- An instance of the ``$root`` meta-component is created.
- The addrmap component specified by ``top_def_name`` is instantiated as a
child of ``$root``.
- Expressions, parameters, and inferred address/field placements are elaborated.
- Validation checks are performed.
If a design contains multiple root-level addrmaps, ``elaborate()`` can be
called multiple times in order to elaborate each individually.
If any exceptions (:class:`~systemrdl.RDLCompileError` or other)
occur during elaboration, then the RDLCompiler object should be discarded.
Parameters
----------
top_def_name: str
Explicitly choose which addrmap in the root namespace will be the
top-level component.
If unset, The last addrmap defined will be chosen.
inst_name: str
Overrides the top-component's instantiated name.
By default, instantiated name is the same as ``top_def_name``
parameters: dict
Dictionary of parameter overrides for the top component instance.
Raises
------
RDLCompileError
If any fatal elaboration error is encountered
Returns
-------
:class:`~systemrdl.node.RootNode`
Elaborated root meta-component's Node object.
"""
if parameters is None:
parameters = {}
# Get top-level component definition to elaborate
if top_def_name is not None:
# Lookup top_def_name
if top_def_name not in self.root.comp_defs:
self.msg.fatal("Elaboration target '%s' not found" % top_def_name)
top_def = self.root.comp_defs[top_def_name]
if not isinstance(top_def, comp.Addrmap):
self.msg.fatal("Elaboration target '%s' is not an 'addrmap' component" % top_def_name)
else:
# Not specified. Find the last addrmap defined
for comp_def in reversed(self.root.comp_defs.values()):
if isinstance(comp_def, comp.Addrmap):
top_def = comp_def
top_def_name = comp_def.type_name
break
else:
self.msg.fatal("Could not find any 'addrmap' components to elaborate")
# Create an instance of the root component
root_inst = self.root._copy_for_inst({})
root_inst.is_instance = True
root_inst.original_def = self.root
root_inst.inst_name = "$root"
# Create a top-level instance
top_inst = top_def._copy_for_inst({})
top_inst.is_instance = True
top_inst.original_def = top_def
top_inst.addr_offset = 0
top_inst.external = True # addrmap is always implied as external
if inst_name is not None:
top_inst.inst_name = inst_name
else:
top_inst.inst_name = top_def_name
# Override parameters as needed
for param_name, value in parameters.items():
# Find the parameter to override
parameter = None
for p in top_inst.parameters:
if p.name == param_name:
parameter = p
break
else:
self.msg.fatal("Elaboration top does not have a parameter '%s' that is available for override" % param_name)
literal_expr = ast.ExternalLiteral(self.env, value)
assign_expr = ast.AssignmentCast(self.env, None, literal_expr, parameter.param_type)
assign_type = assign_expr.predict_type()
if assign_type is None:
self.msg.fatal("Incorrect type for top-level parameter override of '%s'" % param_name)
parameter.expr = assign_expr
# instantiate top_inst into the root component instance
root_inst.children.append(top_inst)
root_node = RootNode(root_inst, self.env, None)
# Resolve all expressions
walker.RDLWalker(skip_not_present=False).walk(
root_node,
ElabExpressionsListener(self.msg)
)
# Resolve address and field placement
late_elab_listener = LateElabListener(self.msg, self.env)
walker.RDLWalker(skip_not_present=False).walk(
root_node,
PrePlacementValidateListener(self.msg),
StructuralPlacementListener(self.msg),
late_elab_listener
)
# re-visit nodes a 2nd time as-needed to complete elaboration
LateElabRevisitor(late_elab_listener.node_needs_revisit)
# Validate design
# Only need to validate nodes that are present
walker.RDLWalker(skip_not_present=True).walk(root_node, ValidateListener(self.env))
if self.msg.had_error:
self.msg.fatal("Elaborate aborted due to previous errors")
return root_node
def eval(self, expression: str) ->'RDLValue':
"""
Evaluate an RDL expression string and return its compiled value.
This function is provided as a helper to simplify overriding top-level
parameters during elaboration.
Parameters
----------
expression: str
This string is parsed and evaluated as a SystemRDL expression.
Any references used in the expression are resolved using the
current contents of the root namespace.
Raises
------
ValueError
If any parse or evaluation error occurs.
.. versionadded:: 1.8
"""
# Create local message handler that suppresses the usual output
# to stderr.
# Instead raises ValueError on any error
msg_printer = messages.MessageExceptionRaiser()
msg_handler = messages.MessageHandler(msg_printer)
input_stream = InputStream(expression)
parsed_tree = sa_systemrdl.parse(
input_stream,
"eval_expr_root",
messages.RdlSaErrorListener(msg_handler)
)
visitor = ExprVisitor(self)
# override visitor to use local message handler
visitor.msg = msg_handler
result = visitor.visit(parsed_tree)
result.predict_type()
return result.get_value()
class RDLEnvironment:
"""
Container object for misc resources that are preserved outside the lifetime
of source compilation
"""
def __init__(self, args_dict: Dict[str, Any]):
# Collect args
message_printer = args_dict.pop('message_printer', messages.MessagePrinter())
w_flags = args_dict.pop('warning_flags', 0)
e_flags = args_dict.pop('error_flags', 0)
self.dedent_desc = args_dict.pop('dedent_desc', True)
self.use_extended_type_name_gen = args_dict.pop('extended_dpa_type_names', True)
self.perl_safe_opcodes = args_dict.pop('perl_safe_opcodes', [
':base_core', ':base_mem', ':base_loop', ':base_orig', ':base_math',
':base_thread', ':filesys_read', ':sys_db', ':load',
'sort', 'tied', 'pack', 'unpack', 'reset'
])
self.chk_missing_reset = self.chk_flag_severity(warnings.MISSING_RESET, w_flags, e_flags)
self.chk_implicit_field_pos = self.chk_flag_severity(warnings.IMPLICIT_FIELD_POS, w_flags, e_flags)
self.chk_implicit_addr = self.chk_flag_severity(warnings.IMPLICIT_ADDR, w_flags, e_flags)
self.chk_stride_not_pow2 = self.chk_flag_severity(warnings.STRIDE_NOT_POW2, w_flags, e_flags)
self.chk_strict_self_align = self.chk_flag_severity(warnings.STRICT_SELF_ALIGN, w_flags, e_flags)
self.chk_sparse_reg_stride = self.chk_flag_severity(warnings.SPARSE_REG_STRIDE, w_flags, e_flags)
self.msg = messages.MessageHandler(message_printer)
self.property_rules = PropertyRuleBook(self)
@staticmethod
def chk_flag_severity(flag: int, w_flags: int, e_flags: int) -> messages.Severity:
if bool(e_flags & flag):
return messages.Severity.ERROR
elif bool(w_flags & flag):
return messages.Severity.WARNING
else:
return messages.Severity.NONE
|
984,523 | 9b6240c24a8e7c100f50957f5955e401d1c254bf | # -*- coding: utf-8 -*-
"""my URL Configuration
The `urlpatterns` list routes URLs to views. For more information please see:
https://docs.djangoproject.com/en/1.9/topics/http/urls/
Examples:
Function views
1. Add an import: from my_app import views
2. Add a URL to urlpatterns: url(r'^$', views.home, name='home')
Class-based views
1. Add an import: from other_app.views import Home
2. Add a URL to urlpatterns: url(r'^$', Home.as_view(), name='home')
Including another URLconf
1. Import the include() function: from django.conf.urls import url, include
2. Add a URL to urlpatterns: url(r'^blog/', include('blog.urls'))
"""
from django.conf.urls import url
from django.conf.urls import include
from django.contrib import admin
from werobot.contrib.django import make_view
import grade.views
from wechat.robot import robot
import blog.views, blog.url
import my.settings
import django.views
import xadmin
import ins
urlpatterns = [
url(r'^admin/', admin.site.urls),
url(r'^xadmin/', xadmin.site.urls),
url(r'^$', blog.views.index, name='index'),
url(r'^blog/', include('blog.url')),
url(r'^user/', include('blog_user.url')),
url(r'^comments/', include('django_comments.urls')),
# url(r'^ueditor/', include('DjangoUeditor.urls')),
url(r'^media/(?P<path>.*)$', django.views.static.serve, {'document_root': my.settings.MEDIA_ROOT}),
url(r'^grade/',include('grade.url')), # 用来查成绩
url(r'^robot/$', make_view(robot)), # 微信机器人
url(r'^ins/$', ins.views.index),
# 课程设计
# url(r'^cj_login/$', s_cj.views.login, name='cj_login'),
# url(r'^cj/$', s_cj.views.index, name='cj_index'),
# url(r'^add_student', s_cj.views.add_student, name='add_student'),
# url(r'^search_course/(?P<id>\d+)/$', s_cj.views.search_course, name='search_course'),
# url(r'^search_class/(?P<id>\d+)/$', s_cj.views.search_class, name='search_class'),
# url(r'^search_student/', s_cj.views.search_student, name='serach_s'),
# # url(r'^delete_sc/(?P<id>\d+)/$', s_cj.views.delete_sc, name='delete_sc'),
# # url(r'^delete_cno/(?P<id>\d+)/$', s_cj.views.delete_cno, name='delete_cno'),
# # url(r'^delete_sno/(?P<id>\d+)/$', s_cj.views.delete_sno, name='delete_sno'),
# url(r'^delete/', s_cj.views.delete, name='delete'),
# url(r'^update/', s_cj.views.update, name='update'),
]
|
984,524 | e6124e436f0d9b84a057d7c01b5dd55cc9043af8 | import numpy as np
import scipy as sp
import tensorflow as tf
from networks.utils.sampling import generate_real_images, generate_fake_images
from tensorflow.keras.applications.inception_v3 import InceptionV3
class FIDCalculator:
def __init__(self, image_processor, fid_res=128, n_fake_samples=128, n_real_samples=5000, n_activations=2048):
print(f"Constructing FID calculator...")
self.image_processor = image_processor
self.n_fake_samples = n_fake_samples
self.n_real_samples = n_real_samples
self.n_activations = n_activations
self.chunk_size = 100
self.img_shape = (fid_res, fid_res)
self.fid_shape = (fid_res, fid_res, 3)
self.inception_network = InceptionV3(include_top=False, pooling='avg', input_shape=self.fid_shape)
self.mu_real, self.cov_real, self.trc_cov_real = self._precompute_reals()
def compute_fast_fid(self, generator):
# 1. Generate fake images.
x_fake = generate_fake_images(
self.image_processor,
generator,
self.n_fake_samples,
self.img_shape,
transform_type="min_max_to_zero_eager"
)
# 2. Compute activations on fake images.
a_fake = np.transpose(self.inception_network.predict(x_fake))
mu_fake = a_fake.mean(axis=1).reshape(-1, 1)
# 3. Compute the trace of the fake covariance matrix.
c_fake = self._compute_c_matrix(a_fake, mu_fake, self.n_fake_samples)
cov_fake = np.matmul(c_fake, np.transpose(c_fake))
trc_cov_fake = np.trace(cov_fake)
# 4. Compute the trace of the "square root" matrix.
trc_sqrt_mat = self._compute_trace_sqrt_mat(c_fake)
# 6. Compute difference between means.
mu_diff = np.sum(np.square(self.mu_real-mu_fake))
# 5. Compute FID by adding components.
fid = mu_diff + self.trc_cov_real + trc_cov_fake - 2.0 * trc_sqrt_mat
return fid
def compute_fid(self, generator):
# 1. Generate real and fake images.
x_real = generate_real_images(self.image_processor, self.n_real_samples, self.img_shape)
x_fake = generate_fake_images(self.image_processor, generator, self.n_fake_samples, self.img_shape)
# 2. Calculate activations.
a_real = self.inception_network.predict(x_real)
a_fake = self.inception_network.predict(x_fake)
# 3. Calculate mean and covariance matrix.
mu_real, cov_real = a_real.mean(axis=0), np.cov(a_real, rowvar=False)
mu_fake, cov_fake = a_fake.mean(axis=0), np.cov(a_fake, rowvar=False)
# 4. Compute mean difference and square-root of covariance product.
mu_diff = np.sum(np.square(mu_real-mu_fake))
cov_diff = sp.linalg.sqrtm(cov_real.dot(cov_fake))
# 5. Compute FID.
if np.iscomplexobj(cov_diff):
cov_diff = cov_diff.real
return mu_diff + np.trace(cov_real + cov_fake - 2.0 * cov_diff)
def _precompute_reals(self):
mu_real, cov_real = self._cov_mean_low_memory()
trc_cov_real = np.trace(cov_real)
return mu_real, cov_real, trc_cov_real
def _cov_mean_low_memory(self):
n_steps = self.n_real_samples // self.chunk_size
mu_loop = np.zeros((self.n_activations, 1))
cov_loop = np.zeros((self.n_activations, self.n_activations))
for _ in range(n_steps):
x_real = generate_real_images(
self.image_processor,
self.chunk_size,
self.img_shape,
transform_type="old_to_zero_one"
)
a_real = self.inception_network.predict(x_real)
for k in range(self.chunk_size):
a_real_k = a_real[[k], :].reshape(-1, 1)
mu_loop += a_real_k
cov_loop += np.outer(a_real_k, a_real_k)
mu_loop /= (self.n_real_samples-1)
cov_loop /= (self.n_real_samples-1)
cov_loop -= np.outer(mu_loop, mu_loop)
return mu_loop, cov_loop
def _compute_trace_sqrt_mat(self, c_fake):
mat_m = np.matmul(np.transpose(c_fake), np.matmul(self.cov_real, c_fake))
eig_values, _ = np.linalg.eig(mat_m)
trc = np.sum(np.abs(np.sqrt(np.abs(eig_values))))
return trc
@staticmethod
def _compute_c_matrix(a, mu, n_examples):
return (1.0 / np.sqrt(n_examples-1)) * (a - np.matmul(mu, np.ones((1, n_examples))))
|
984,525 | bddaf348594d98c93c70decac15cce130a27a35f | # Generated by Django 2.1.1 on 2020-01-09 03:35
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('skeleton', '0007_auto_20200108_1759'),
]
operations = [
migrations.AlterField(
model_name='leader',
name='profile',
field=models.ImageField(blank=True, upload_to='profile_pics'),
),
]
|
984,526 | fa29eb72939c4fc6ccb1470a5996e58c3c024ec8 | class Node():
def __init__(self,value):
"""
this is the initial method for class Node,
it has two attributes:
1- the value: it contents the value of node.
2- the next: it contents the next's node.
"""
try:
self.value=value
self.next=None
except Exception as error:
print (f"There is error in __init__ of Node, the error {error}")
class LinkedList():
def __init__(self):
"""
This is the initial method of LinkedList,
it has only one attribute, which is head.
the head is a reference to the first node always.
"""
try:
self.head=None
except Exception as error:
print (f"There is error in __init__ of LinkedList, the error {error}")
def insert(self,value):
"""
This is inserting method of LinkedList,
functionality of this method to insert a new
node on LinkedList.
"""
try:
new_node=Node(value)
if self.head == None:
self.head=new_node
else:
current=self.head
while current.next:
current=current.next
current.next=new_node
print( new_node.value)
return( new_node.value)
except Exception as error:
print (f"There is error in __init__ of LinkedList, the error {error}")
def includes(self,value):
"""
This is includes method of LinkedList,
to return boolean text if value exist in
LinkedList or not.
"""
try:
current = self.head
while current.next != None:
if current.value == value:
return True
else:
current = current.next
return False
except Exception as error:
print (f"There is error in __init__ of LinkedList, the error {error}")
def to_string(self):
"""
This is toString method of LinkedList,
to return all values as string.
"""
try:
items = " "
current = self.head
while current:
items += f"{ {current.value} }->"
current=current.next
items+="NULL"
print (items)
return items
# items.append(current.value)
# current = current.next
# print(''.join(f"{ {k[1]} }->" for k in enumerate(items))+'NULL')
# return(''.join(f"{ {k[1]} }->" for k in enumerate(items))+'NULL')
except Exception as error:
print (f"There is error in __init__ of LinkedList, the error {error}")
def items(self):
sum=1
current=self.head
if current:
while current.next:
sum+=1
current=current.next
return sum
else:
return None
if __name__=="__main__":
list1= LinkedList()
list1.insert(12)
list1.insert(5)
list1.insert(7)
list1.insert(990)
# print(list1.to_string())
print(list1.includes(12))
print(list1.includes(99))
list1.to_string()
# print(list1) |
984,527 | b6d8db3619752b3f9a7013cfe049b211b63c49f9 | from termcolor import colored, cprint
a = float(input(colored('Escreve um número: ', 'blue')))
b = float(input(colored('Escreve outro número: ', 'blue')))
c = float(input(colored('E agora mais um: ', 'blue')))
menor = a
if b < a and b < c:
menor = b
if c < a and c < b:
menor = c
maior = a
if b > c and b > a:
maior = b
if c > a and c > b:
maior = c
cprint('''O maior número é o {}
O menor número é o {}'''.format(maior, menor), 'green')
|
984,528 | 77839ffb98cd1cd259c494aba434dc0bf9e32efd | import FWCore.ParameterSet.Config as cms
maxEvents = cms.untracked.PSet( input = cms.untracked.int32(-1) )
readFiles = cms.untracked.vstring()
secFiles = cms.untracked.vstring()
source = cms.Source ("PoolSource",fileNames = readFiles, secondaryFileNames = secFiles)
readFiles.extend( [
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/009A4FBF-91CA-A74A-8D5E-2DC73748A623.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/00A978C7-ED2B-F649-8DAE-925B3ECC3BEB.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/012B24FE-CDFF-FE4A-800E-5DBD4DEA69F1.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/01B7AC74-A310-994C-9CDC-22168C9B0500.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/0227E05E-23F8-AD4E-A279-40FF87BC2E3F.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/029F4C21-A6AD-E84B-B738-D3A24C1C031A.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/02E1BC39-A629-DD43-BC3C-0951E5B2531C.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/02F1ADDE-5CEF-FF43-AE05-5298C29283F6.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/033CF12F-E85B-CC46-9AAC-49302FF968EE.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/03D40268-838C-6E46-B962-6C56ED2635E6.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/03DAA7F1-7060-8D41-9228-8AA4533344FB.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/03FB16B0-356B-C44B-8819-776C18640708.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/040369C7-99F1-7042-BC1A-D01A9853D808.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/04148EBE-F7C4-E543-A56E-F81926BE3F2D.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/043B094E-9CE5-F742-A2D7-6F4DD5115166.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/0489F0B4-0F93-1447-B417-1FD7D10058D2.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/04C95E79-48A4-7244-940F-096B09A9D24B.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/04DEC832-9D43-6F44-A19F-D4F04FE6F5D3.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/04F880BA-F1E1-4B45-A58E-802B5D94B51E.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/04FE17AB-91FB-9F41-9AEC-5A325C8BBC65.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/055A9875-9FC2-C749-8AEF-41CB55118730.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/05716377-A98E-8545-9C04-E32CA6CBDD9E.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/0577A194-5139-D64E-89B6-27B70C0DEDA2.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/0598B83D-B277-9340-8605-255080380227.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/05B78F14-D3B3-0B41-9C1A-8E5EE35CBD29.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/05F559E1-A59F-FD4F-BE00-5F125C98376F.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/060641D8-0E78-084D-8875-41B309EDD326.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/060709E9-061C-6B4C-88BB-649B01A17D6C.root',
'/store/mc/RunIISummer20UL18MiniAODv2/TTToHadronic_TuneCP5up_13TeV-powheg-pythia8/MINIAODSIM/106X_upgrade2018_realistic_v16_L1v1-v1/120000/066C7034-8D10-2449-B579-5D83475DB865.root',
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] )
|
984,529 | 04caf968e252d109f4859cb80211e60e44c8e8c8 | # -*- coding: utf-8 -*-
from flask import render_template
#from ..email import send_email
from . import main
@main.route('/', methods=['GET', 'POST'])
def index():
return render_template('index.html')
@main.route('/about')
def about():
return render_template('about.html')
@main.route('/services')
def services():
return render_template('services.html')
@main.route('/contact')
def contact():
return render_template('contact.html')
@main.route('/full_width')
def full_width():
return render_template('full_width.html')
@main.route('/sidebar')
def sidebar():
return render_template('sidebar.html')
@main.route('/faq')
def faq():
return render_template('faq.html')
@main.route('/404')
def error_404():
return render_template('404.html')
@main.route('/pricing')
def pricing():
return render_template('pricing.html')
@main.route('/portfolio_1_col')
def portfolio_1_col():
return render_template('portfolio_1_col.html')
@main.route('/portfolio_2_col')
def portfolio_2_col():
return render_template('portfolio_2_col.html')
@main.route('/portfolio_3_col')
def portfolio_3_col():
return render_template('portfolio_3_col.html')
@main.route('/portfolio_4_col')
def portfolio_4_col():
return render_template('portfolio_4_col.html')
@main.route('/portfolio_item')
def portfolio_item():
return render_template('portfolio_item.html')
@main.route('/blog_home_1')
def blog_home_1():
return render_template('blog_home_1.html')
@main.route('/blog_home_2')
def blog_home_2():
return render_template('blog_home_2.html')
@main.route('/blog_post')
def blog_post():
return render_template('blog_post.html') |
984,530 | ed521d49a638a138f614ddc6f65ed1c652c9659b | from django.contrib import admin
from .models import Data,pol
admin.site.register(Data)
admin.site.register(pol)
|
984,531 | 26ca8c18bd3eb1765fcf203dadeb9fb71cd9286e | #!/usr/bin/env python
import yaml
import re
import imap_client
import smtp_client
import github_api
import email
import time
import os
default_recipients = ['Christos Tsirigotis <tsirif@gmail.com>']
from_list = [ 'Travis CI <notifications@travis-ci.org>',
'Travis CI <builds@travis-ci.org>']
def get_credentials():
credentials_file = os.getenv('CREDENTIALS_FILE')
if not credentials_file:
credentials_file = 'credentials.yml'
doc = open(credentials_file, 'r')
credentials = yaml.safe_load(doc)
doc.close()
return (credentials['server_name'],
credentials['user_name'],
credentials['password'],
credentials['imap_port'],
credentials['smtp_port'])
def get_commit_from_mail(mail):
return re.findall(r'Commit: ([0-9a-z]+)', mail.as_string())[0]
def check_and_forward_mail(server, user, password, imap_port, smtp_port):
new_emails = imap_client.connect_and_check_imap(server, user, password,
imap_port, from_list)
for mail in new_emails:
commit_sha = get_commit_from_mail(mail)
recipients = []
commit_author = github_api.get_commit_author('pandora-auth-ros-pkg', 'pandora_ros_pkgs', commit_sha)
recipients.append(commit_author)
print 'New mail, Subject:', mail['Subject']
recipients += default_recipients
smtp_client.send_mail(server, user, password, smtp_port, mail, mail['From'], set(recipients))
if __name__ == '__main__':
server, user, password, imap_port, smtp_port = get_credentials()
check_and_forward_mail(server, user, password, imap_port, smtp_port)
|
984,532 | 58cccb81c40156cfdc13a7225205264fb3c63e6a | from stable_baselines import ACER
from stable_baselines.common.cmd_util import make_atari_env
from stable_baselines.common.policies import CnnPolicy
from stable_baselines.common.vec_env import VecFrameStack
from rlbaselines.common_utils.utils import turn_off_log_warnings
if __name__ == '__main__':
# Turn off warnings
turn_off_log_warnings()
# There already exists an environment generator that will make and wrap atari environments correctly.
env = make_atari_env('PongNoFrameskip-v4', num_env=4, seed=0)
# Stack 4 frames
env = VecFrameStack(env, n_stack=4)
model = ACER(CnnPolicy, env, verbose=1)
model.learn(total_timesteps=10000)
# Save the model
model.save('./model/gym/acer_pong.pkl')
# Delete the model for demonstrate the load function
del model
trained_model = ACER.load("./model/gym/acer_pong.pkl", verbose=1)
env = make_atari_env('PongNoFrameskip-v4', num_env=4, seed=0)
env = VecFrameStack(env, n_stack=4)
trained_model.set_env(env)
# Continue training
trained_model.learn(int(1e5))
# Save the model again
trained_model.save('./model/gym/acer_pong_continued.pkl')
obs = env.reset()
for i in range(2000):
action, _states = trained_model.predict(obs)
obs, rewards, dones, info = env.step(action)
env.render()
env.close()
|
984,533 | b07ec9b3ac7ae6b0b02f9309c0232520a4e9e213 | # In python docs study for 'datetime' and 'time' modules regarding different
# features , formats , methods , etc.
# Write some example programs on this matter.
import time
import datetime
# module "time" is commonly used to measure time and deal with time stamps
start_time = time.time()
print("--- %s seconds ---" % (time.time() - start_time))
# or blocking the application from execution for a period of time
print("before sleep")
time.sleep(2)
print("after sleep")
# some low level API
time.clock_settime_ns # which does NOT work on windows
# also it can be used to actually print formatted dates!
t = time.time()
print(time.strftime('%Y-%m-%d %H:%M %Z', time.localtime(t)))
print(time.strftime('%Y-%m-%d %H:%M %Z', time.gmtime(t)))
# datetime module
# The datetime module supplies classes for manipulating dates and times in both simple and complex ways.
# While date and time arithmetic is supported, the focus of the "datetime"
# implementation is on efficient attribute extraction for output formatting and manipulation.
# "datetime" module greatly differs from "time" with being focused around manipulating dates, not mainly on time stamps
datetime.date(2000, 12, 3)
# but hey, "datetime" module uses "time" module on some of his functions.
datetime.datetime.today() # Construct a date from time.time().
# so "datetime" module is built on top of some "time" module functions
# "datetime" can easily calculate time difference between dates
datetime.timedelta
d0 = datetime.date(2008, 8, 18)
d1 = datetime.date(2008, 9, 26)
delta = d1 - d0
print(delta.days)
|
984,534 | d541d978430ac9accc7340894efccef9675df3c6 | from django.db import models
from django.forms import ModelForm
# Create your models here.
ENTRANCE_CHOICE = (('G','Ganesha'),('K','Krishna'),('O','Others'),)
class Customer(models.Model):
customer_name = models.CharField(max_length = 50)
customer_address = models.CharField(max_length = 200)
landline = models.CharField(max_length=20,blank = True,null=True)
modile = models.CharField(max_length=20,blank=True,null=True)
register_date = models.DateField()
email = models.EmailField()
notes = models.CharField(max_length = 50,blank=True,null=True)
def __unicode__(self):
return self.customer_name
class Set(models.Model):
set_Name = models.CharField(max_length = 50)
def __unicode__(self):
return self.set_Name
class Venue(models.Model):
venue_Name = models.CharField(max_length = 50)
venue_Address = models.CharField(max_length = 200)
venue_Phone_list = models.CharField(max_length = 20)
venue_Manager = models.CharField(max_length = 30,blank=True)
stage_Heigth = models.FloatField(blank=True,null=True)
stage_Length = models.FloatField(blank=True,null=True)
stage_Depth = models.FloatField(blank=True,null=True)
notes = models.CharField(max_length = 50,blank=True,null=True)
def __unicode__(self):
return self.venue_Name
class MuhurthamOrder(models.Model):
date = models.DateField()
set_name = models.ForeignKey(Set,related_name='+')
mantapa = models.BooleanField()
mantapa_note = models.CharField(max_length = 50,blank=True,null=True)
entrance = models.BooleanField()
entrance_note = models.CharField(max_length = 50,blank=True,null=True)
gowri_Pooja_Decoration = models.BooleanField()
gowri_Pooja_note = models.CharField(max_length = 50,blank=True,null=True)
bagina_Mara = models.BooleanField()
bagina_Mara_note = models.CharField(max_length = 50,blank=True,null=True)
vadhu_Welcome = models.BooleanField()
vadhu_Welcome_note = models.CharField(max_length = 50,blank=True,null=True)
kashi_Yatra = models.BooleanField()
kashi_Yatra_note = models.CharField(max_length = 50,blank=True,null=True)
saptapadi = models.BooleanField()
saptapadi_note = models.CharField(max_length = 50,blank=True,null=True)
meals_Decoration = models.BooleanField()
meals_Decoration_note = models.CharField(max_length = 50,blank=True,null=True)
naming_Ceremony_for_Dolls = models.BooleanField()
naming_Ceremony_note = models.CharField(max_length = 50,blank=True,null=True)
elephants = models.CharField(max_length=20,blank=True,null=True)
order_Notes = models.CharField(max_length = 50,blank=True,null=True)
def __unicode__(self):
return str(self.date)+' - '+str(self.set_name)
class Reception(models.Model):
date = models.DateField()
set_name = models.ForeignKey(Set,related_name='+')
stage_Decoration = models.BooleanField()
entrance = models.CharField(max_length=2,choices = ENTRANCE_CHOICE)
entrance_note = models.CharField(max_length = 50,blank=True,null=True)
door_Decoration = models.BooleanField()
door_Decoration_note = models.CharField(max_length = 50,blank=True,null=True)
carpet = models.BooleanField()
carpet_note = models.CharField(max_length = 50,blank=True,null=True)
pots = models.BooleanField()
pots_note = models.CharField(max_length = 50,blank=True,null=True)
ramp = models.BooleanField()
ramp_note = models.CharField(max_length = 50,blank=True,null=True)
orchestra_Stage = models.BooleanField()
orchestra_Stage_note = models.CharField(max_length = 50,blank=True,null=True)
lightings_for_Stage = models.BooleanField()
lightings_note = models.CharField(max_length = 50,blank=True,null=True)
garlands = models.CharField(max_length=50,blank=True,null=True)
order_Notes = models.CharField(max_length = 50,blank=True,null=True)
def __unicode__(self):
return str(self.date)+' - '+str(self.set_name)
HALDI_ADDRESS_CHOICE = (('HA','Home Address'),('O','Other'),)
class HaldiFunction(models.Model):
date = models.DateField()
set_name = models.ForeignKey(Set,related_name='+')
address = models.CharField(max_length=2,choices = HALDI_ADDRESS_CHOICE)
other_Address = models.CharField(max_length=75,blank=True,null=True)
kalasa = models.BooleanField()
gowri = models.BooleanField()
chappara = models.BooleanField()
door_Decoration = models.BooleanField()
pooja_Room_Decoration = models.BooleanField()
onake_Oralu = models.BooleanField()
notes = models.CharField(max_length = 50,blank=True,null=True)
def __unicode__(self):
return str(self.date)+' - '+str(self.set_name)
class VaraPooja(models.Model):
date = models.DateField()
set_name = models.ForeignKey(Set,related_name='+')
vara_Pooja_Welcome = models.ForeignKey(Set,related_name='+')
welcome_Bouquet = models.BooleanField()
door_Decoration = models.CharField(max_length=2,choices=ENTRANCE_CHOICE)
name_Board = models.BooleanField()
welcome_Garland = models.IntegerField()
garlands = models.CharField(max_length=50,blank=True,null=True)
kanth_Samanu = models.BooleanField()
kumbalakaye = models.BooleanField()
belladachhu = models.IntegerField()
notes = models.CharField(max_length = 50,blank=True,null=True)
def __unicode__(self):
return str(self.date)+' - '+str(self.set_name)
class MakeUp(models.Model):
haldi_Fucntion = models.BooleanField()
welcome = models.BooleanField()
vara_Pooja = models.BooleanField()
reception = models.BooleanField()
muhurtham = models.BooleanField()
matching_Flowers = models.BooleanField()
class Order(models.Model):
customer_details = models.ForeignKey(Customer)
start_date = models.DateField(blank = True,null=True)
muhurtham_Order = models.OneToOneField(MuhurthamOrder,blank=True,null=True)
reception_Order = models.OneToOneField(Reception,blank=True,null=True)
haldi_Order = models.OneToOneField(HaldiFunction,blank=True,null=True)
vara_Pooja = models.OneToOneField(VaraPooja,blank=True,null=True)
venue = models.ForeignKey(Venue)
car_Decoration = models.BooleanField()
make_Up = models.OneToOneField(MakeUp,blank=True,null=True)
def __unicode__(self):
return str(self.venue)
class OrderForm(ModelForm):
class meta:
model = Order
|
984,535 | 367003dcc39efa74f95a194f5b8ffd378451764d | d={}
n=int(input("enter no:-"))
for i in range(1,n):
d[i]=i**2
print(d)
|
984,536 | 829818f8664b8589d06d8e9c13d976a94666d170 | """
@author - Anirudh Sharma
"""
from typing import List
class ListNode:
def __init__(self, val=0, nextNode=None):
self.val = val
self.next = nextNode
class MergeKSortedList:
def mergeKLists(self, lists: List[ListNode]) -> ListNode:
# Base condition
if lists is None or len(lists) == 0:
return None
return self.mergeLists(lists, 0, len(lists) - 1)
def mergeLists(self, lists, start, end):
# Base condition
if start == end:
return lists[start]
# Mid of lists of lists
mid = start + (end - start) // 2
# Recursive calls for left sublist
left = self.mergeLists(lists, start, mid)
# Recursive call for right sublist
right = self.mergeLists(lists, mid + 1, end)
# Merge these sorted lists
return self.merge(left, right)
@staticmethod
def merge(left, right):
# Dummy node
head = ListNode(-1)
# Temp node
temp = head
# Loop until any of the lists becomes null
while left is not None and right is not None:
# Choose the smaller value from left and right lists
if left.val < right.val:
temp.next = left
left = left.next
else:
temp.next = right
right = right.next
temp = temp.next
# Take all nodes from left list if remaining
while left is not None:
temp.next = left
left = left.next
temp = temp.next
# Take all nodes from right list if remaining
while right is not None:
temp.next = right
right = right.next
temp = temp.next
return head.next
if __name__ == '__main__':
m = MergeKSortedList()
head1 = ListNode(1)
head1.next = ListNode(4)
head1.next.next = ListNode(5)
head2 = ListNode(1)
head2.next = ListNode(3)
head2.next.next = ListNode(4)
head3 = ListNode(2)
head3.next = ListNode(6)
result = m.mergeKLists([head1, head2, head3])
while result is not None:
print(result.val, end=" ")
result = result.next
|
984,537 | c568c98d68805d48219505719978d4dcd4d53405 | # @Time : 2018/11/5 16:38
# @Author : Yanlin Wang
# @Email : wangyl_a@163.com
# @File : 1. Timestamps_Time Spans.py
from time import clock
import pandas as pd
import numpy as np
from datetime import datetime
start = clock()
# 新建时间戳
print(pd.Timestamp(datetime(2012, 5, 1))) # Timestamp('2012-05-01 00:00:00')
print(pd.Timestamp('2012-05-01')) # pd.Timestamp('2012-05-01')
print(pd.Timestamp(2012, 5, 1)) # Timestamp('2012-05-01 00:00:00')
# 新建一段时间 Period
period1 = pd.Period('2011-01') # Period('2011-01', 'M') 默认为 M月
period2 = pd.Period('2012-05', freq='D') # Period('2012-05-01', 'D')
dates = [pd.Timestamp('2012-05-01'), pd.Timestamp('2012-05-02'), pd.Timestamp('2012-05-03')]
end = clock()
print('time: {:.8f}s'.format(end - start))
|
984,538 | cb69972e4f9cead0d768408a608bc4a247ef0489 | import sys, math
l = [0, 0]
m = 1
n = int(sys.stdin.readline())
for i in range(1, n+1):
num = int(sys.stdin.readline())
while m < num:
m += 1
l.append(float("inf"))
if m % 3 == 0:
ii = int(m / 3)
l[m] = min(l[ii] + 1, l[m])
if m % 2 == 0:
ii = int(m / 2)
l[m] = min(l[ii] + 1, l[m])
l[m] = min(l[m], l[m-1] + 1)
print("Case {}: {}".format(i, l[num]))
|
984,539 | f4b6d6fcca4d0d2fb04f508d49ea40f1e36e731d | from __future__ import absolute_import
from django.conf.urls import include, url
from django.contrib.gis import admin
import ebagis.urls
import ebagis_ui.urls
from .settings import REST_ROOT
# admin pages
admin.autodiscover()
# standard django url patterns
urlpatterns = [
# login/logout
# I'm not sure what these are for, actually...
#url(r'^accounts/login/$', 'django.contrib.auth.views.login',
# {'template_name': 'admin/login.html'}),
#url(r'^accounts/logout/$', 'django.contrib.auth.views.logout'),
# admin site base url
url(r'^admin/', include(admin.site.urls)),
# rest urls
url(r'^{}'.format(REST_ROOT), include(ebagis.urls.urlpatterns)),
url(r'^', include(ebagis_ui.urls.urlpatterns)),
]
|
984,540 | e5d9fc8d4a964d35724236afaa2ab994c6d13e9c | from django.contrib import admin
from boards.models import Board, Card, BoardList
class BoardAdmin(admin.ModelAdmin):
list_display = ('user', 'title', 'created_date')
class BoardListAdmin(admin.ModelAdmin):
list_display = ('board', 'title', 'created_date')
class CardAdmin(admin.ModelAdmin):
list_display = ('board_list', 'title', 'created_date')
admin.site.register(Board, BoardAdmin)
admin.site.register(BoardList, BoardListAdmin)
admin.site.register(Card, CardAdmin)
|
984,541 | f98ee0f66341856d1b0c64100316d7265978c8dc | import urlparse
class URI(object):
# def __new__(self, uri):
# if isinstance(uri, URI):
# return uri
def __init__(self, uri):
uri = urlparse.urlparse(uri)
self.scheme = uri.scheme
self.path = uri.path
self.netloc = uri.netloc
self.params = uri.params
self.query = uri.query
def setPath(self, path):
self.path = path
return self
|
984,542 | 45e77d84ea073bef8b386f01faead112c2d4c559 | from django.conf.urls import url, include
from blog.views import index, show
from blog.admin import blog_admin
urlpatterns = [
url(r'^index/', index),
url(r'^show/(\d+)/', show),
url(r'^admin/', include(blog_admin.urls)),
] |
984,543 | e98b483c6bdd687073c147b4791eec2df97ea0a0 | import random as rand
class Node:
def __init__(self, value):
self.label = value
self.left = None
self.right = None
def getWrongRange(labelRange, minLabel, maxLabel):
(mn, mx) = labelRange
possibleRanges = []
if minLabel < mn:
possibleRanges.append((minLabel, mn))
if maxLabel > mx:
possibleRanges.append((mx, maxLabel))
return rand.choice(possibleRanges)
def generateBinTree(size, unsortedP, labelRange):
(minLabel, maxLabel) = labelRange
def generateRandBinTree(size, labelRange):
if size == 0:
return (True, None)
isSorted = True
if rand.random() <= unsortedP:
labelRange = getWrongRange(labelRange, minLabel, maxLabel)
isSorted = False
(mn, mx) = labelRange
label = rand.uniform(mn, mx)
root = Node(label)
size = size - 1
(leftIsSorted, left) = generateRandBinTree(size / 2, (mn, label))
(rightIsSorted, right) = generateRandBinTree(size / 2, (label, mx))
root.left = left
root.right = right
return (isSorted and leftIsSorted and rightIsSorted, root)
return generateRandBinTree(size, labelRange)
#(isSorted, randTree) = generateBinTree(10, 0.1, (0, 1000))
def isBST(root):
lastLabel = -1
def InOrder(root):
if root == None: return True
if not InOrder(root.left):
return false
if not (root.label >= lastLabel):
return false
label = root.label
return InOrder(root.right)
return InOrder(root)
for x in range(0, 10):
(isSorted, randTree) = generateBinTree(10, 0.1, (0, 1000))
assert isSorted == isBST(randTree)
|
984,544 | 3013a56643d111237d78a93fdc45c1e53b67e6b5 | # -*- coding: utf-8 -*-
##############################################################################
#
# Copyright (c) 2008 Deltatech All Rights Reserved
# Dorin Hongu <dhongu(@)gmail(.)com
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as
# published by the Free Software Foundation, either version 3 of the
# License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
#
##############################################################################
from openerp.exceptions import except_orm, Warning, RedirectWarning
from openerp import models, fields, api, _
from openerp.tools.translate import _
from openerp import SUPERUSER_ID, api
import openerp.addons.decimal_precision as dp
class sale_order(models.Model):
_inherit = 'sale.order'
@api.multi
def action_button_confirm_to_invoice(self):
if self.state == 'draft':
self.action_button_confirm() # confirma comanda
for picking in self.picking_ids:
picking.action_assign() # verifica disponibilitate
if not all(move.state == 'assigned' for move in picking.move_lines):
raise Warning(_('Not all products are available.') )
picking.do_transfer()
action_obj = self.env.ref('stock_account.action_stock_invoice_onshipping')
action = action_obj.read()[0]
action['context'] = {'active_ids': self.picking_ids.ids, 'active_id': self.picking_ids[0].id }
return action
# vim:expandtab:smartindent:tabstop=4:softtabstop=4:shiftwidth=4:
|
984,545 | 00377bf07fb6fd1330c26801a66c8a00709a8f37 | import numpy as np
import scipy.misc
def save_output(lr_img, prediction, hr_img, path):
h = prediction.shape[0]
hr_img = do_resize(_post_process(hr_img), [h, prediction.shape[1]])
lr_img = do_resize(_post_process(lr_img), [h, prediction.shape[1]])
eh_img = _post_process(prediction)
out_img = np.concatenate((lr_img, eh_img, hr_img), axis=1)
return scipy.misc.imsave(path, out_img)
def save_image(image, path, normalize=False):
out_img = _post_process(image)
if normalize:
out_img = _intensity_normalization(out_img)
return scipy.misc.imsave(path, out_img)
def do_resize(x, shape):
y = scipy.misc.imresize(x, shape, interp='bicubic')
return y
def _pre_process(images):
pre_processed = _normalize(np.asarray(images))
pre_processed = pre_processed[:, :, np.newaxis] if len(pre_processed.shape) == 2 else pre_processed
return pre_processed
def _intensity_normalization(image):
threshold = 200
image = np.where(image < threshold, (image + 40), image)
mean = np.mean(np.where(image > threshold))
image = np.where(image > threshold, (image - mean + 240), image)
return image
def _post_process(images):
post_processed = _unnormalize(images)
return post_processed.squeeze()
def _unnormalize(image):
return image
def _normalize(image):
return image
|
984,546 | 24d891f9dd9038da9a5c650f7c3d6807967371df | #!/usr/bin/python3
# -*- coding: utf-8 -*-
import sys
from PyQt5.QtWidgets import QApplication, QWidget, QDesktopWidget, QFileDialog, QMainWindow, QTextEdit, QHBoxLayout, QVBoxLayout, QPushButton
from seqParser import seq_parser
class Example(QMainWindow):
log_out = None
def __init__(self):
super().__init__()
self.init_ui()
def init_ui(self):
# параметры окна
self.setWindowTitle('sequence parser')
self.resize(500, 300)
self.center()
# создаём центральный виджет
wid = QWidget(self)
self.setCentralWidget(wid)
# лэйаут
hbox = QHBoxLayout()
wid.setLayout(hbox)
# поле для текста
self.log_out = QTextEdit(self)
self.log_out.setReadOnly(True)
self.log_out.setLineWrapMode(QTextEdit.NoWrap)
font = self.log_out.font()
font.setFamily("Courier")
font.setPointSize(10)
# кнопка выбора файла
button_file_select = QPushButton('выбрать файл', self)
button_file_select.clicked.connect(self.open_file_names_dialog)
# кнопка очистки текстового поля
button_clear = QPushButton('очистить', self)
button_clear.clicked.connect(self.log_out.clear)
# лэйаут для кнопок
vbox = QVBoxLayout()
# добавляем элементы
hbox.addWidget(self.log_out)
hbox.addLayout(vbox)
vbox.addWidget(button_file_select)
vbox.addWidget(button_clear)
self.show()
# центрирует окно
def center(self):
qr = self.frameGeometry()
cp = QDesktopWidget().availableGeometry().center()
qr.moveCenter(cp)
self.move(qr.topLeft())
# вызывается окно выбора файла
def open_file_names_dialog(self):
options = QFileDialog.Options()
options |= QFileDialog.DontUseNativeDialog
files, _ = QFileDialog.getOpenFileNames(self, "select sequence files", ".", "All Files (*)", options=options)
if files:
for fileName in files:
seq_parser(fileName, self.log_out.append)
if __name__ == '__main__':
app = QApplication(sys.argv)
ex = Example()
sys.exit(app.exec_())
|
984,547 | dd18cff92d9d34cb830a6bb4c442b5f56c74b3a0 | """
Implements the gradient test of DOI: 10.1175/JTECHO539.1
All questionable features result in a flag, in order to minimize false negatives
"""
import numpy
def test(p, parameters):
"""
Runs the quality control check on profile p and returns a numpy array
of quality control decisions with False where the data value has
passed the check and True where it failed.
"""
# Get depth values (m) from the profile.
d = p.z()
# is this an xbt?
isXBT = p.probe_type() == 2
# initialize qc as a bunch of falses;
qc = numpy.zeros(p.n_levels(), dtype=bool)
# check for gaps in data
isDepth = (d.mask==False)
for i in range(p.n_levels()):
if isDepth[i]:
# too-shallow temperatures on XBT probes
# note we simply flag this profile for manual QC, in order to minimize false negatives.
if isXBT and d.data[i] < 3.6:
qc[i] = True
return qc
|
984,548 | 872bc8e6b539af08b2fe2acc1d9d16b960d7ed47 | def sorting():
items = input("Enter the sequence with hypen: ")
for i in items:
m = items.split('-')
m.sort()
print('-'.join(m))
sorting()
# items=[n for n in input().split('-')]
# items.sort()
# print('-'.join(items))
|
984,549 | 44d9f5f78f494d2be3cbd11dd7663734b21858fd | #*-* coding: utf-8 *-*
def distance(DNA1, DNA2):
hamming = 0
z = zip(DNA1, DNA2)
for i in range(len(z)):
if z[i][0] != z[i][1]:
hamming +=1
return hamming
if __name__ == '__main__':
input1 = raw_input()
input2 = raw_input()
print distance(input1, input2)
|
984,550 | fb56a5c39c79821b6cd3a5bd25df388e1c590d8f | import tensorflow as tf
from os.path import join
import os
import time
import numpy as np
import threading
from image_utilities import ImageGenerator
from image_utilities import *
training_summaries = []
LOGDIR = '../tensorboard_dir/'
TRAINING_IMAGES_DIR = '../res/training_images'
MODELS_DIR = '../models'
SAMPLES_DIR = '../res/test'
STYLES_DIR = '../res/styles'
VAE_SAMPLES_FOR_TRAINING_DIR = '../res/training/vae'
QUAD_SIDE = 8
INPUT_DIM = [-1, 128, 128, 3]
LATENT_DIMS = 4
use_bn = False
use_pool = True
activation = tf.nn.elu
kl_loss_divisor = float(INPUT_DIM[1]*INPUT_DIM[2])
use_mse_loss = True
LEARNING_RATE = 0.001
NUM_EPOCHS = 2000
MINI_BATCH_SIZE = 32
num_samples_per_epoch = 512
def vae_encoder(input):
with tf.name_scope('vae_encoder'):
encoder_num_filters = [16, 16, 32]
kernel_radii = [5,5,5]
filter_strides = [2,2,2]
pool_sizes = [2,2,2]
pool_strides = [2,2,2]
encoder_hidden_0 = tf.layers.conv2d(input,encoder_num_filters[0],kernel_radii[0],filter_strides[0],activation=activation,padding='same')
if use_bn:
encoder_hidden_0 = tf.layers.batch_normalization(encoder_hidden_0)
if use_pool:
encoder_hidden_0 = tf.layers.max_pooling2d(encoder_hidden_0,pool_sizes[0],pool_strides[0],padding='same')
encoder_hidden_1 = tf.layers.conv2d(encoder_hidden_0,encoder_num_filters[1],kernel_radii[1],filter_strides[1],activation=activation,padding='same')
if use_bn:
encoder_hidden_1 = tf.layers.batch_normalization(encoder_hidden_1)
if use_pool:
encoder_hidden_1 = tf.layers.max_pooling2d(encoder_hidden_1,pool_sizes[1],pool_strides[1],padding='same')
# encoder_hidden_2 = tf.layers.conv2d(encoder_hidden_1, encoder_num_filters[2], kernel_radii[2], filter_strides[2],activation=activation, padding='same')
# if use_bn:
# encoder_hidden_2 = tf.layers.batch_normalization(encoder_hidden_2)
# if use_pool:
# encoder_hidden_2 = tf.layers.max_pooling2d(encoder_hidden_2, pool_sizes[2], pool_strides[2], padding='same')
flat = tf.layers.flatten(encoder_hidden_1)
#flat = tf.layers.dense(flat_0, 64)
mean = tf.layers.dense(flat, LATENT_DIMS, name='mean')
st_dev = tf.layers.dense(flat, LATENT_DIMS, name='st_dev', kernel_initializer=tf.zeros_initializer())
random_sample = tf.random_normal([tf.shape(flat)[0],LATENT_DIMS])
sample = tf.add(mean,tf.multiply(st_dev, random_sample),name='sample_latent')
return mean, st_dev, sample
def vae_decoder(input):
with tf.name_scope('vae_decoder'):
decoder_dims = [16, 16, 32]
kernel_radii = [3, 3, 3]
kernel_strides = [1, 1, 1]
arbitrary_reshape_dim = [-1, int(INPUT_DIM[1]/8), int(INPUT_DIM[2]/8), INPUT_DIM[3]]
flat_reshape_dim = arbitrary_reshape_dim[1] * arbitrary_reshape_dim[2] * arbitrary_reshape_dim[3]
decoder_hidden_1 = tf.layers.dense(input, flat_reshape_dim, activation=activation)
decoder_hidden_1 = tf.reshape(decoder_hidden_1, arbitrary_reshape_dim)
if use_bn:
decoder_hidden_1 = tf.layers.batch_normalization(decoder_hidden_1)
decoder_hidden_2 = tf.layers.conv2d_transpose(decoder_hidden_1, decoder_dims[0], kernel_size=kernel_radii[0], strides=kernel_strides[0], activation=activation, padding='same')
if use_bn:
decoder_hidden_2 = tf.layers.batch_normalization(decoder_hidden_2)
decoder_hidden_3 = tf.layers.conv2d_transpose(decoder_hidden_2, decoder_dims[0], kernel_size=kernel_radii[1], strides=kernel_strides[1], activation=activation, padding='same')
if use_bn:
decoder_hidden_3 = tf.layers.batch_normalization(decoder_hidden_3)
# decoder_hidden_4 = tf.layers.conv2d_transpose(decoder_hidden_3, decoder_dims[0], kernel_size=kernel_radii[2], strides=kernel_strides[2], activation=activation, padding='same')
# if use_bn:
# decoder_hidden_4 = tf.layers.batch_normalization(decoder_hidden_4)
decoder_flatten_4 = tf.layers.flatten(decoder_hidden_3)
decoder_hidden_5 = tf.layers.dense(decoder_flatten_4, INPUT_DIM[1] * INPUT_DIM[2] * INPUT_DIM[3], activation=tf.nn.sigmoid)
decoder_reshape_5 = tf.reshape(decoder_hidden_5, INPUT_DIM, name='sample_image')
return decoder_reshape_5
def train_vae():
global training_summaries
input_image = tf.placeholder(tf.float32, [None, INPUT_DIM[1], INPUT_DIM[2], INPUT_DIM[3]], name='input')
mean, st_dev, sample_latent = vae_encoder(input_image)
sample_image = vae_decoder(sample_latent)
with tf.name_scope('Loss'):
loss_image = tf.reduce_mean(tf.reduce_sum(tf.squared_difference(input_image,sample_image)) / tf.cast(tf.shape(input_image)[0], tf.float32))
if not use_mse_loss:
loss_image = tf.reduce_mean(tf.nn.softmax_cross_entropy_with_logits_v2(logits=sample_image, labels=input_image, name='loss_image'))
loss_kl = tf.reduce_mean(tf.reduce_mean(-0.5 * tf.reduce_sum(1 + st_dev - tf.square(mean) - tf.exp(st_dev), 1))) / kl_loss_divisor
loss = tf.identity(loss_image + loss_kl, name='loss')
optimizer = tf.train.AdamOptimizer(LEARNING_RATE, name='optimizer').minimize(loss)
training_summaries.append(tf.summary.scalar('Image_Loss', loss_image))
training_summaries.append(tf.summary.scalar('KL_Loss', loss_kl))
training_summaries.append(tf.summary.scalar('Total_Loss', loss))
with tf.name_scope('vae_ground_truth'):
training_summaries.append(tf.summary.image('Input_Image', input_image, max_outputs=4))
with tf.name_scope('vae_sample_image'):
training_summaries.append(tf.summary.image('Sample_Image', sample_image, max_outputs=4))
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
merged_training_summaries = tf.summary.merge(training_summaries)
model_name = time.strftime("VAE_%Y-%m-%d-%H-%M")
save_dir = join(LOGDIR, model_name)
writer = tf.summary.FileWriter(save_dir)
writer.add_graph(sess.graph)
saver = tf.train.Saver()
image_generator = ImageGenerator()
image_generator.generate_images('train', num_samples_per_epoch, INPUT_DIM[1], INPUT_DIM[2])
# print(input_shape, output_shape, np.shape(cv_data), np.shape(cv_labels))
for epoch in range(NUM_EPOCHS):
print("Epoch ", epoch + 1, " out of ", NUM_EPOCHS, " epochs.")
num_training_steps = int(num_samples_per_epoch / MINI_BATCH_SIZE) + 1
image_generator.shuffle('train')
train_data = image_generator.get('train')
for step in range(num_training_steps):
start = min(num_samples_per_epoch, step * MINI_BATCH_SIZE)
end = min(num_samples_per_epoch, (step + 1) * MINI_BATCH_SIZE)
batch_x = train_data[start:end]
if start == end:
continue
if step % num_training_steps == 0:
[s] = sess.run([merged_training_summaries], feed_dict={input_image: batch_x})
writer.add_summary(s, num_training_steps * epoch + step)
writer.flush()
sess.run([optimizer], feed_dict={input_image: batch_x})
print('Training concluded. Saving model...')
os.mkdir(join(MODELS_DIR,model_name))
saver.save(sess, join(MODELS_DIR, model_name, 'saved_' + model_name), global_step=0)
print('Model saved.')
def sample_vae(model_name):
global training_summaries
model_dir = join(MODELS_DIR, model_name)
meta_name = 'saved_' + model_name + '-0.meta'
image_generator = ImageGenerator()
image_generator.generate_images('test', 100, INPUT_DIM[1], INPUT_DIM[2])
image_generator.shuffle('test')
images = image_generator.get('test')
with tf.Session() as sess:
#sess.run(tf.global_variables_initializer())
saver = tf.train.import_meta_graph(os.path.join(model_dir, meta_name))
saver.restore(sess, tf.train.latest_checkpoint(model_dir))
encoder_input = sess.graph.get_tensor_by_name('input:0')
latent_vector = sess.graph.get_tensor_by_name('vae_encoder/sample_latent:0')
decoder_output = sess.graph.get_tensor_by_name('vae_decoder/sample_image:0')
for i in range(10):
sample_vectors, sample_outputs = sess.run([latent_vector, decoder_output], feed_dict={encoder_input:[images[i]]})
save_image(sample_outputs[0],join(SAMPLES_DIR, str(i) + '_sample.jpg'))
save_image(images[i], join(SAMPLES_DIR, str(i) + '_truth.jpg'))
write_vector(sample_vectors[0], join(SAMPLES_DIR, str(i) + '_vector.txt'))
def make_quad(model_name):
global training_summaries
image_generator = ImageGenerator()
image_generator.generate_images('test', 4, INPUT_DIM[1], INPUT_DIM[2])
image_generator.shuffle('test')
images = image_generator.get('test')
quad_output = np.zeros([QUAD_SIDE * INPUT_DIM[1], QUAD_SIDE * INPUT_DIM[2],INPUT_DIM[3]], dtype=np.float32)
service = VAEService(model_name)
service.start()
while not service.loaded:
time.sleep(.25)
base_vectors, base_outputs = service.get_vectors_and_samples_from_images(images)
# 0 1
# 2 3
print('constructing ' + str(QUAD_SIDE) + 'x' + str(QUAD_SIDE) + ' quad')
for x in range(QUAD_SIDE):
for y in range(QUAD_SIDE):
x_r = float(x)/float(QUAD_SIDE)
y_r = float(y)/float(QUAD_SIDE)
r0 = (1. - x_r) * (1. - y_r)
r1 = x_r * (1. - y_r)
r2 = (1. - x_r) * y_r
r3 = x_r * y_r
weights = np.array([[r0] * LATENT_DIMS, [r1] * LATENT_DIMS, [r2] * LATENT_DIMS, [r3] * LATENT_DIMS]).reshape((4,LATENT_DIMS))
weighted_vector = np.sum(np.multiply(base_vectors,weights), axis=0)
print(weighted_vector)
sample_output = service.get_image_from_vector(weighted_vector)
quad_output[x*INPUT_DIM[1]:(x+1)*INPUT_DIM[1],y*INPUT_DIM[2]:(y+1)*INPUT_DIM[2],:] = sample_output
save_image(quad_output, join(SAMPLES_DIR, 'quad.jpg'))
class VAEService(threading.Thread):
def __init__(self, model_name):
super().__init__()
self.model_name = model_name
self.loaded = False
def run(self):
print('VAEService starting...')
model_dir = join(MODELS_DIR, self.model_name)
meta_name = 'saved_' + self.model_name + '-0.meta'
self.session = tf.Session()
saver = tf.train.import_meta_graph(os.path.join(model_dir, meta_name))
saver.restore(self.session, tf.train.latest_checkpoint(model_dir))
self.encoder_input = self.session.graph.get_tensor_by_name('input:0')
self.latent_vector = self.session.graph.get_tensor_by_name('vae_encoder/sample_latent:0')
self.decoder_output = self.session.graph.get_tensor_by_name('vae_decoder/sample_image:0')
self.loaded = True
print('VAEService running.')
def get_image_from_vector(self, vector):
if not self.loaded:
return None
sample_outputs = self.session.run(self.decoder_output, feed_dict={self.latent_vector:[vector]})
return sample_outputs[0]
def get_vectors_and_samples_from_images(self, images):
if not self.loaded:
return None
vectors, samples = self.session.run([self.latent_vector, self.decoder_output], feed_dict={self.encoder_input: images})
return vectors, samples
def close(self):
self.session.close()
def wait_for_ready(self, increment = .1):
while not self.loaded:
time.sleep(increment)
def generate_vae_samples(model_name, num_samples = 1000):
service = VAEService(model_name)
service.start()
service.wait_for_ready()
image_1_name = 'test.jpg'
image_2_name = 'test2.jpg'
images = [image_1_name, image_2_name]
images = [os.path.join(STYLES_DIR, x) for x in images]
images = [open_image(x) for x in images]
vectors, samples = service.get_vectors_and_samples_from_images(images)
increment = (vectors[1] - vectors[0]) / num_samples
for x in range(num_samples):
image_sample = service.get_image_from_vector(vectors[0] + (x * increment))
save_image(image_sample, os.path.join(VAE_SAMPLES_FOR_TRAINING_DIR, 'sample_' + str(x) + '.jpg'))
def get_most_recent_vae():
models = os.listdir(MODELS_DIR)
models.sort()
models = [x for x in models if 'VAE' in x]
return models[-1]
if __name__ == '__main__':
pass
# train_vae()
# sample_vae(get_most_recent_vae())
# make_quad(get_most_recent_vae())
|
984,551 | ed04f0a8a317015ee636034ee526423748647541 | from django.urls import path
from chat import views
urlpatterns = [
path("chatroom/<int:pk>", views.chatroom, name = "chatroom"),
path("ajax/<int:pk>/", views.ajax_load_messages, name="chatroom-ajax"),
path("messageDelete/", views.messageDelete, name="messageDelete"),
path("chatroombase/", views.chatroombase, name="chatroombase"),
] |
984,552 | b095f6559a04068b8554913f97c0a10d7215937a | import os
import subprocess
from pum.core.deltapy import DeltaPy
class DropViews(DeltaPy):
def run(self):
self.write_message('Dropping sigip views')
drop_sql = os.path.join(self.delta_dir, '..', 'drop_views.sql')
cmd = 'psql service={} -f {}'.format(self.pg_service, drop_sql)
self.write_message(cmd)
subprocess.check_output(cmd, shell=True)
self.write_message('Dropping sigip views: done')
|
984,553 | c4d6d8f7a3f84e5d644553c0c6c6f84bfa40c73c | import sys
from presentation.QForm import QForm
from PySide.QtGui import QApplication
from presentation.interceptor.Interceptor import Interceptor as Interceptor
class Main:
def __init__(self):
app = QApplication(sys.argv)
print 'Main----'
form = QForm('Sentilyse')
self.interceptor = Interceptor()
self.interceptor.set_form(form)
form.add_text_field('Query', self.interceptor)
form.add_labels_panel(['sentence', 'language', 'result', 'time'])
form.add_buttons_panel(['Quit', 'Analyse'], self.interceptor)
form.build()
form.show()
sys.exit(app.exec_())
def __exit__(self, exc_type, exc_val, exc_tb):
self.interceptor.stop()
if __name__ == '__main__':
main = Main()
|
984,554 | 2cafbde7c54d898ffa7c7332e4f8a9df2cb88e17 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# Copyright (C) 2017 Routevo
#
# You may use, distribute and modify this code under the
# terms of the MIT license.
#
# You should have received a copy of the MIT license with
# this file. If not, please visit <https://opensource.org/licenses/MIT>
import json
import requests
import six
from requests import ConnectionError
from requests import Timeout
from routevo.state import State
from routevo.utils.checker import check
class Distances(object):
"""
Distance matrix configuration.
"""
ROUTING = 'routing'
STRAIGHT = 'straight'
ALL = (ROUTING, STRAIGHT)
def __init__(self, kind=None, timeout=None):
"""
Initialization method.
:param kind: Type of distances in matrix.
:type kind: basestring | None
:param timeout: Maximum time in seconds to wait for a computation of distances matrix.
None means to wait as much as necessary.
:type timeout: float | int | None
"""
assert kind is None or kind in self.ALL
assert check(timeout, (float, six.integer_types, None))
self.kind = kind
self.timeout = float(timeout)
def to_dict(self):
"""
Convert Distances to dictionary.
:return: Dictionary with Distances properties.
:rtype: dict[basestring, T]
"""
return {'endpoint': self.kind, 'timeout': self.timeout}
class Algorithm(object):
"""
Optimization algorithm configuration.
"""
def __init__(self, timeout=None):
"""
Initialization method.
:param timeout: Maximum time in seconds for optimization.
None means to optimize as long, as there is no improvement.
:type timeout: float | int | None
"""
assert check(timeout, (float, six.integer_types, None))
self.timeout = float(timeout)
def to_dict(self):
"""
Convert Algorithm to dictionary.
:return: Dictionary with Algorithm properties.
:rtype: dict[basestring, T]
"""
return {'type': 'genetic', 'params': {'timeout': self.timeout}}
class ServiceError(Exception):
def __init__(self, reason, code):
self.reason = reason
self.code = code
def __str__(self):
return 'Routevo Service Error: "{}", code: {}'.format(self.reason, self.code)
class Routevo(object):
"""
Routevo service communication wrapper.
"""
URL = 'http://127.0.0.1:7777'
def __init__(self, key):
"""
Service initialization.
:param key: API access key.
:type key: basestring
"""
assert isinstance(key, six.string_types)
self.key = key
self.__previous_job = None
self.__current_job = None
@staticmethod
def _validate(response):
if not response.ok:
raise ServiceError('HTTP error', response.status_code)
result = json.loads(response.text)
if 'response' not in result:
raise ServiceError('Wrong response format.', 2)
status = result['response']
if status == 'error':
raise ServiceError(result.get('explanation', 'Unknown error'), result.get('code', 1))
return result
def optimize(self, state, algorithm, distances):
"""
Sends state to Routevo service for optimization.
:param state: Set of requests to assign and routes to optimize.
:type state: routevo.state.State
:param algorithm: Optimization algorithm configuration
:type algorithm: Algorithm
:param distances: Distance matrix calculation parameters
:type distances: Distances
:return: Optimization job ID.
:rtype: basestring
"""
if self.__current_job is not None:
raise ServiceError('Optimization in progress. Wait till the end, before submitting next state.', 3)
assert isinstance(state, State)
assert isinstance(algorithm, Algorithm)
assert isinstance(distances, Distances)
data = {
'state': json.dumps(state.to_dict()),
'key': self.key,
'distances': json.dumps(distances.to_dict()),
'algorithm': json.dumps(algorithm.to_dict()),
'previous_task': self.__previous_job
}
try:
response = requests.post('{}/api/v1/solve'.format(self.URL), data=data, timeout=10)
except (Timeout, ConnectionError):
raise ServiceError('Service unavailable: timeout.', 4)
result = self._validate(response)
self.__current_job = result.get('jid')
return self.__current_job
def result(self, job):
"""
Gets results of the optimization.
:param job: Optimization job ID.
:type job: basestring
:return: status, result
:rtype: (basestring, T)
"""
assert isinstance(job, six.string_types)
try:
response = requests.get('{}/api/v1/result/{}'.format(self.URL, job))
except (Timeout, ConnectionError):
raise ServiceError('Service unavailable: timeout.', 4)
result = self._validate(response)
data = result.get('state')
state = State.from_dict(data) if data else None
if state is not None:
self.__previous_job = self.__current_job
self.__current_job = None
return result.get('status'), state
|
984,555 | eb221a05165270625b3cd91c5bbf41050ae865ae | from session.config_var import *
|
984,556 | 295ef8bd0669431584f5b9a94b3da22c680ed3ad | """employees table
Revision ID: 4bb68bfb6dfe
Revises:
Create Date: 2019-07-26 20:11:12.082336
"""
from alembic import op
import sqlalchemy as sa
from sqlalchemy.dialects import mysql
# revision identifiers, used by Alembic.
revision = '4bb68bfb6dfe'
down_revision = None
branch_labels = None
depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.alter_column('employee', 'employee_name',
existing_type=mysql.VARCHAR(collation='utf8mb4_unicode_ci', length=128),
nullable=True)
op.alter_column('employee', 'password',
existing_type=mysql.VARCHAR(collation='utf8mb4_unicode_ci', length=128),
nullable=True)
op.alter_column('employee', 'phone',
existing_type=mysql.VARCHAR(collation='utf8mb4_unicode_ci', length=255),
nullable=True)
op.create_index(op.f('ix_employee_employee_name'), 'employee', ['employee_name'], unique=True)
op.create_index(op.f('ix_employee_phone'), 'employee', ['phone'], unique=True)
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.drop_index(op.f('ix_employee_phone'), table_name='employee')
op.drop_index(op.f('ix_employee_employee_name'), table_name='employee')
op.alter_column('employee', 'phone',
existing_type=mysql.VARCHAR(collation='utf8mb4_unicode_ci', length=255),
nullable=False)
op.alter_column('employee', 'password',
existing_type=mysql.VARCHAR(collation='utf8mb4_unicode_ci', length=128),
nullable=False)
op.alter_column('employee', 'employee_name',
existing_type=mysql.VARCHAR(collation='utf8mb4_unicode_ci', length=128),
nullable=False)
# ### end Alembic commands ###
|
984,557 | 13c283333a4f0ca335d28b6ac452ba1abd7d411c | import ast
from collections import Counter
import random
import numpy as np
import pandas as pd
from typing import List, Tuple, Dict, Any
from lib.mr import MetamorphicTransformation
import lib.metamorph as metamorph
from lib.qfl import detect_divergence
class QdiffG3XToHSSH(MetamorphicTransformation):
def check_precondition(self, code_of_source: str) -> bool:
"""Check if there is at least ax X gate."""
sections = metamorph.get_sections(code_of_source)
source_code_circuit = sections["CIRCUIT"]
instructions = metamorph.get_instructions(source_code_circuit)
self.instruction_x_gate = [
i for i in instructions if i["gate"] == "XGate"]
self.tot_n_x_gates = len(self.instruction_x_gate)
return self.tot_n_x_gates > 0
def is_semantically_equivalent(self) -> bool:
return True
def derive(self, code_of_source: str) -> str:
"""Replace an X gate with H S S H single qubit gates."""
min_to_change = self.mr_config['min_to_change']
max_to_change = self.mr_config['max_to_change']
n_gate_to_change = random.randint(min_to_change, max_to_change)
max_to_change = min(n_gate_to_change, self.tot_n_x_gates)
sections = metamorph.get_sections(code_of_source)
source_code_circuit = sections["CIRCUIT"]
x_gates_to_replace = random.sample(
self.instruction_x_gate, max_to_change)
mr_metadata = {}
mr_metadata["x_gates_to_replace"] = str(x_gates_to_replace)
changed_section = source_code_circuit
lines = source_code_circuit.split("\n")
x_gates_to_replace_reverse_order = sorted(
x_gates_to_replace, key=lambda x: x["lineno"], reverse=True)
# we start replacing gates, from the last one because each
# substitution of an X gate makes the code longer.
for x_gate in x_gates_to_replace_reverse_order:
# remove gate
edit_location = x_gate["lineno"] - 1
removed_original = lines.pop(edit_location)
h_gate_last = removed_original.replace("XGate", "HGate")
lines.insert(edit_location, h_gate_last)
s_gate_last = removed_original.replace("XGate", "SGate")
lines.insert(edit_location, s_gate_last)
s_gate_first = removed_original.replace("XGate", "SGate")
lines.insert(edit_location, s_gate_first)
h_gate_first = removed_original.replace("XGate", "HGate")
lines.insert(edit_location, h_gate_first)
changed_section = "\n".join(lines)
sections["CIRCUIT"] = changed_section
self.metadata = mr_metadata
return metamorph.reconstruct_sections(sections)
|
984,558 | fbd0f9c979db219adb7933da6fbf7def706b5c25 | import random
from words import words
import string
def get_valid_word(words):
word = random.choice(words) #randomly chooses something from the list
while '-' in word or ' ' in word:
word = random.choice(words)
return word.upper()
def hangman():
word = get_valid_word(words)
word_letters = set(word) # set of letter in word
alphabet = set(string.ascii_uppercase)
used_letters = set() #what users has guessed
lives = 6
#getting user input
# while loop will continue unless they guessed the word, or they don't have anymore lives
while len(word_letters) > 0 and lives > 0 :
#letters used
print("You have", lives, "lives left and you have used the letters: ", " ".join(used_letters))
# words currently guessed
word_list = [letter if letter in used_letters else '-' for letter in word]
print("Current word: "," ".join(word_list))
user_letter = input("Guess a letter: ").upper()
if user_letter in alphabet - used_letters:
used_letters.add(user_letter)
if user_letter in word_letters:
word_letters.remove(user_letter)
else:
lives = lives - 1
print ("Letter is not in the word!")
elif user_letter in used_letters:
print("You've already used that character. Please use a different one!")
else:
print("Invalid character!")
if lives == 0:
print(f'You died! The word was {word} you donut.')
else:
print(f"You won! You guessed the word {word} correctly.")
hangman() |
984,559 | 867a3b397a1c4e6636455a7c9ccb8c00ae93af1a | """Package metadata validation."""
import tomllib
from homeassistant.const import REQUIRED_PYTHON_VER, __version__
from .model import Config, Integration
def validate(integrations: dict[str, Integration], config: Config) -> None:
"""Validate project metadata keys."""
metadata_path = config.root / "pyproject.toml"
with open(metadata_path, "rb") as fp:
data = tomllib.load(fp)
try:
if data["project"]["version"] != __version__:
config.add_error(
"metadata", f"'project.version' value does not match '{__version__}'"
)
except KeyError:
config.add_error("metadata", "No 'metadata.version' key found!")
required_py_version = f">={'.'.join(map(str, REQUIRED_PYTHON_VER))}"
try:
if data["project"]["requires-python"] != required_py_version:
config.add_error(
"metadata",
f"'project.requires-python' value doesn't match '{required_py_version}'",
)
except KeyError:
config.add_error("metadata", "No 'options.python_requires' key found!")
|
984,560 | 50cd506a134c9f621cbe4b4379386c0f3baed6c5 | from maggma.api.query_operator.dynamic import NumericQuery
from maggma.api.resource import ReadOnlyResource
from emmet.core.electrode import ConversionElectrodeDoc
from emmet.api.core.global_header import GlobalHeaderProcessor
from maggma.api.query_operator import PaginationQuery, SortQuery, SparseFieldsQuery
from emmet.api.routes.materials.insertion_electrodes.query_operators import (
ElectrodeFormulaQuery,
ElectrodeElementsQuery,
ElectrodesChemsysQuery,
WorkingIonQuery,
ElectrodeMultiMaterialIDQuery,
MultiBatteryIDQuery,
)
from emmet.api.core.settings import MAPISettings
def conversion_electrodes_resource(conversion_electrodes_store):
resource = ReadOnlyResource(
conversion_electrodes_store,
ConversionElectrodeDoc,
query_operators=[
MultiBatteryIDQuery(),
ElectrodeMultiMaterialIDQuery(),
ElectrodeFormulaQuery(),
ElectrodesChemsysQuery(),
WorkingIonQuery(),
ElectrodeElementsQuery(),
NumericQuery(model=ConversionElectrodeDoc),
SortQuery(),
PaginationQuery(),
SparseFieldsQuery(
ConversionElectrodeDoc,
default_fields=["battery_id", "last_updated"],
),
],
header_processor=GlobalHeaderProcessor(),
tags=["Materials Electrodes"],
sub_path="/conversion_electrodes/",
disable_validation=True,
timeout=MAPISettings().TIMEOUT,
)
return resource
|
984,561 | 361fa6ecf48a30682517a11c48b6c9a8df5f464e | import numpy as np
import pandas as pd
import pickle
from scipy.sparse import csr_matrix
from sklearn.pipeline import Pipeline
from .db_service import DbService
from txtools.normalizer import TextNormalizer
from txtools.similarity import Similarity
class Model(DbService):
def __init__(self, db_user: str, db_password: str, db_name: str = None, db_host: str = None):
self.courses_df = None
self.leads_df = None
self.courses_content_sims_df = None
self.leads_user_item_matrix = None
self.user_requested_courses_map = {}
self.course_course_recs_df = None
super().__init__(db_user, db_password, db_name, db_host)
def retrieve_courses(self) -> pd.DataFrame:
"""Retrieve courses from database
:return: Courses DataFrame
"""
if self.courses_df is None:
self.courses_df = pd.read_sql_query('SELECT * FROM courses', con=self.connection())
return self.courses_df
def retrieve_leads(self) -> pd.DataFrame:
"""Retrieve leads from database
:return: Leads DataFrame
"""
if self.leads_df is None:
self.leads_df = pd.read_sql_query('SELECT * FROM clean_leads ORDER BY created_on DESC',
con=self.connection())
return self.leads_df
def create_course_content_similarity_matrix(self, sample_len: int = None) -> np.ndarray:
""" Creates a course similarity matrix
:param sample_len: Maximum number of courses used to create the matrix. If `None`, all courses in DataFrame
will be used.
:return: An m x m matrix representing the course similarities, where m is the number of courses.
Example of a similarity matrix:
[[0.99999994 0. 0.13075474 0.02665992]
[0. 1. 0.00812627 0.00331377]
[0.13075474 0.00812627 1. 0.0069054 ]
[0.02665992 0.00331377 0.0069054 1. ]]
rows and columns represents a course, the elements in the matrix, represent the similarity between them.
"""
self.retrieve_courses()
course_content = self.courses_df['title'].str.cat(self.courses_df['description'], sep='. ')
if not sample_len:
course_content = course_content.values
else:
course_content = course_content.head(sample_len).values
model = Pipeline([
('norm', TextNormalizer()),
('sim', Similarity())
])
return model.fit_transform(course_content)
def create_course_content_similarity_df(self, min_similarity: float = 0.5, sample_len: int = None) -> pd.DataFrame:
"""Creates a course similarity DataFrame from a similarity matrix
:param min_similarity: Minimum similarity to be included in DataFrame
:param sample_len: Maximum number of courses used to create the DataFrame. If `None`, all courses in
courses DataFrame will be used.
:return: a dataframe with following columns:
a_course str: course id
another_course str: course id
similarity float: similarity between courses
"""
self.retrieve_courses()
sim_list = []
sim_matrix = self.create_course_content_similarity_matrix(sample_len=sample_len)
for idx, similarities in enumerate(sim_matrix):
a_course_id = self.courses_df.iloc[idx]['id']
for idx_sims, similarity in enumerate(similarities):
if idx == idx_sims:
continue
if similarity < min_similarity:
continue
another_course_id = self.courses_df.iloc[idx_sims]['id']
sim_list.append({'a_course_id': a_course_id,
'another_course_id': another_course_id,
'similarity': similarity})
self.courses_content_sims_df = pd.DataFrame(sim_list)
return self.courses_content_sims_df
def save_course_content_similarities(self):
"""Saves courses content similarities DataFrame to database"""
connection = self.connection()
sql_drop = 'DROP TABLE IF EXISTS `courses_similarities`'
connection.execute(sql_drop)
sql_create = """CREATE TABLE `courses_similarities` (
`a_course_id` VARCHAR(9) NOT NULL,
`another_course_id` VARCHAR(9) NOT NULL,
`similarity` DOUBLE NOT NULL,
PRIMARY KEY (`a_course_id`, `another_course_id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8
"""
connection.execute(sql_create)
# Save course similarities to database
self.courses_content_sims_df.to_sql('courses_similarities', con=connection,
if_exists='append', index=False)
def create_leads_user_item_matrix(self):
"""Creates a leads user-item matrix DataFrame reviews"""
self.retrieve_leads()
user_items = self.leads_df[['user_id', 'course_id']]
user_item_matrix = user_items.groupby(['user_id', 'course_id'])['course_id'].max().unstack()
user_item_matrix = user_item_matrix.where(user_item_matrix.isnull(), other=1)
user_item_matrix = user_item_matrix.fillna(0)
self.leads_user_item_matrix = user_item_matrix
def compress_leads_user_item_matrix(self):
"""Compress the leads user-item matrix to a csr_matrix format and creates a user requested courses map"""
sparse_matrix = csr_matrix(self.leads_user_item_matrix, dtype='int8')
for i in range(0, sparse_matrix.shape[0]):
self.user_requested_courses_map[self.leads_user_item_matrix.index[i]] = sparse_matrix[i]
def save_user_courses_map(self, file_name: str):
with open(file_name, 'wb') as file:
pickle.dump(self.user_requested_courses_map, file)
def requested_courses(self, user_id: str) -> np.ndarray:
"""Returns an array of courses ids to which the user has generated lead
:param user_id: User id for which we want to find generated leads
:return: An array of courses ids to which the user has generated lead
"""
self.retrieve_leads()
return self.leads_df[self.leads_df['user_id'] == user_id]['course_id'].values
def course_course_recommendations(self, course_id: str, max_recs: int = 10) -> np.ndarray:
"""Returns an array of recommended courses based on leads generated in one course
:param course_id: Course id for which we want to make the recommendations
:param max_recs: Maximum number of recommendations
:return numpy.array: Array of courses recommended based on generated leads in one course
"""
users = np.array(self.leads_user_item_matrix[self.leads_user_item_matrix.loc[:, course_id] == 1].index)
recs = np.array([])
for user_id in users:
user_courses = self.requested_courses(user_id)
new_recs = user_courses[user_courses != course_id]
recs = np.unique(np.concatenate([new_recs, recs], axis=0))
if len(recs) > max_recs:
break
return recs[:max_recs]
def create_course_course_recommendations_df(self):
"""Creates a course-course recommendations DataFrame"""
recommendations = []
for course in self.leads_user_item_matrix.columns:
recs = self.course_course_recommendations(course)
for rec in recs:
recommendations.append({'course': course, 'recommended': rec})
self.course_course_recs_df = pd.DataFrame(recommendations)
def save_course_course_recommendations(self):
"""Saves courses recommendations DataFrame to database"""
conn = self.connection()
sql_drop = 'DROP TABLE IF EXISTS `recommended_courses_by_leads`'
conn.execute(sql_drop)
sql_create = """CREATE TABLE `recommended_courses_by_leads` (
`course` VARCHAR(9) NOT NULL,
`recommended` VARCHAR(9) NOT NULL,
PRIMARY KEY (`course`, `recommended`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8
"""
conn.execute(sql_create)
# Save recommendations to database
self.course_course_recs_df.to_sql('recommended_courses_by_leads', con=conn,
if_exists='append', index=False)
|
984,562 | d09971fcce4053c58e7e313c8fd28d847242f64b | from collections import deque
print("-------Queue----------")
# FIFO principle
q = deque()
q.append('1st element')
q.append('2nd Element')
q.append('3rd Elements')
print(q, '\n')
a = q.popleft()
print("The first popped elements is: ", a)
b = q.popleft()
print('The second popped elements is:', b)
c = q.popleft()
print('The third popped element is: ', c)
|
984,563 | 6813858e3036303e01bacf805bcb43bd630e56c4 | def index_equals_value_search(arr):
i = 0
j = len(arr) - 1
while i <= j:
mid = int(i + (j - i) / 2)
if arr[mid] == mid:
return mid
if arr[mid] > mid:
j = mid - 1
else:
i = mid + 1
return -1
# for i, a in enumerate(arr):
# if i == a:
# return i
# if a > i:
# return -1
#
# return -1 |
984,564 | 1ee3c86ea5a125e0b725e28e5121042126d4e49a | import argparse
import logging
import math
import sys
from pathlib import Path
import pandas as pd
import yaml
from matplotlib import pyplot as plt
from matplotlib.colors import ListedColormap
def plot_nodes(df, nodes=None, states=None, ncol=3, sharey=False, figsize=None, cmap=None):
"""
Plots a grid of plots, one plot per node, filtered by disease progression states (each states will be a line). The
graphs are all Number of People x Time
:param df: pandas DataFrame with node, time, state and total columns
:param nodes: creates one plot per nodes listed (None means all nodes)
:param df: pandas DataFrame with nodes, time, state and total columns
:type df: pandas DataFrame
:param nodes: creates one plot per node listed (None means all nodes)
:type nodes: list (of region names).
:param states: plots one curve per state listed (None means all states)
:type states: list (of disease states).
:param ncol: number of columns (the number of rows will be calculated to fit all graphs)
:type ncol: int
:param sharey: set to true if all plots should have the same y-axis
:type sharey: bool
:param figsize: select the size of each individual plot
:type figsize:
:param cmap: color map to use
:type cmap:
:return: returns a matplotlib figure
:rtype: matplotlib figure
"""
if nodes is None:
nodes = df.node.unique().tolist()
if states is None:
states = df.state.unique().tolist()
if cmap is None:
cmap = ListedColormap(["#56B4E9", "#009E73", "#F0E442", "#0072B2", "#D55E00", "#CC79A7", "#999999", "#E69F00"])
nrow = math.ceil(len(nodes) / ncol)
if figsize is None:
figsize = (20, nrow * 5)
if not nodes:
raise ValueError("nodes cannot be an empty list")
if not states:
raise ValueError("states cannot be an empty list")
# pre filter by states
df = df[df.state.isin(states)]
fig, axes = plt.subplots(nrow, ncol, squeeze=False, constrained_layout=True, sharey=sharey, figsize=figsize)
count = 0
ax = None
for i in range(nrow):
for j in range(ncol):
if count < len(nodes):
node = nodes[count]
count += 1
grouped = df[df.node == node].groupby(["time", "state"]).sum()
indexed = grouped.reset_index().pivot(index="time", columns="state", values="total")
ax = axes[i, j]
indexed.plot(ax=ax, legend=False, title=node, cmap=cmap)
ax.set_ylabel("Number of People")
ax.set_xlabel("Time")
assert ax is not None, "ax was never assigned"
handles, labels = ax.get_legend_handles_labels()
fig.legend(handles, labels, loc="upper right")
return fig
def read_output(data_product: str, path: str) -> pd.DataFrame:
"""
Read a data product from the run in path
:param data_product: the name of the data_product to read
:param path: the path to read it from
:return: The output data, loaded as a pandas DataFrame
"""
with open(path) as fp:
access_log = yaml.safe_load(fp)
outputs = list(
filter(
lambda x: x["type"] == "write" and x["call_metadata"]["data_product"] == data_product,
access_log["io"]
)
)
assert len(outputs) == 1, f"More than one output selected: {outputs}"
output_path = Path(access_log["data_directory"]) / Path(outputs[0]["access_metadata"]["filename"])
return pd.read_csv(output_path)
def build_args(argv):
parser = argparse.ArgumentParser(
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
description="Reads",
)
parser.add_argument(
"--nodes",
default=None,
metavar="nodes,[nodes,...]",
help="Comma-separated list of nodes to plot. All nodes will be plotted if not provided."
)
parser.add_argument(
"--states",
default=None,
metavar="states,[states,...]",
help="Comma-separated list of states to plot. All states will be plotted if not provided."
)
parser.add_argument(
"--share-y",
default=False,
action="store_true",
help="Toggle this flag if you want all y-axis to be shared",
)
parser.add_argument(
"--data-product",
default="output/simple_network_sim/outbreak-timeseries",
help="Use this to select which output file to read, in case more than one is available"
)
parser.add_argument("access_log_path", type=str, help="Path to a access log file")
return parser.parse_args(argv)
def main(argv):
logging.basicConfig(
stream=sys.stdout,
level=logging.INFO,
format="[%(asctime)s] [%(name)s] [%(levelname)s] %(message)s",
)
args = build_args(argv)
df = read_output(args.data_product, args.access_log_path)
plot_nodes(
df,
args.nodes.split(",") if args.nodes else None,
args.states.split(",") if args.states else None,
sharey=args.share_y,
)
plt.show()
if __name__ == "__main__":
# The logger name inherits from the package, if called as __main__
logger = logging.getLogger(f"{__package__}.{__name__}")
main(sys.argv[1:])
|
984,565 | 95793bc9b4d97241b152854372ceb809aabbb57a | #!/usr/bin/env python3
import subprocess as sp
import numpy as np
from PIL import Image
from led import *
#
LED_TOP_COUNT = 32
LED_LEFT_COUNT = 18
LED_RIGHT_COUNT = 18
LED_BOTTOM_LEFT = 16
LED_BOTTOM_RIGHT = 16
#
LED_BOTTOM_COUNT = LED_BOTTOM_LEFT + LED_BOTTOM_RIGHT
TOTAL_PIXEL_COUNT = LED_TOP_COUNT + LED_LEFT_COUNT + LED_RIGHT_COUNT + LED_BOTTOM_COUNT
#
LED_PIXEL_STRIP_HEIGHT = 1
DATA_SHAPE = (LED_PIXEL_STRIP_HEIGHT,TOTAL_PIXEL_COUNT,3)
BUFF_SIZE = LED_PIXEL_STRIP_HEIGHT*TOTAL_PIXEL_COUNT*3
BLUE = Color(0,0,255)
GREEN = Color(0,255,0)
RED = Color(255,0,0)
WHITE = Color(255,255,255)
BLACK = Color(0,0,0)
#
COMMAND = ""
STRIP = None
RUN = True
# Ratio
def findHeight(width,rat1=16.0,rat2=9.0):
ratio = width / rat1
calculated_height = ratio * rat2
return int(calculated_height)
# Image Functions
def analyseImage(arr):
pixelateImage(Image.fromarray(arr.astype('uint8')))
return
def pixelateImage(image,image_name='pixelate'):
backgroundColor = (0,)*3
pixelSize = 32 #9
image = image.resize((image.size[0]/pixelSize, image.size[1]/pixelSize), Image.NEAREST)
image = image.resize((image.size[0]*pixelSize, image.size[1]*pixelSize), Image.NEAREST)
pixel = image.load()
for i in range(0,image.size[0],pixelSize):
for j in range(0,image.size[1],pixelSize):
for r in range(pixelSize):
pixel[i+r,j] = backgroundColor
pixel[i,j+r] = backgroundColor
image.save(image_name + '.jpeg')
def saveImage(img,name='default_image'):
Image.fromarray(img.astype('uint8')).save(name + '.jpeg')
# def colorizeTopRow(top_row,strip):
# pixel_index = 0
# for i in range(34,68):
# pixel = top_row[0][i]
# color = Color(pixel[0],pixel[1],pixel[2])
# strip.setPixelColor(pixel_index,color)
# pixel_index += 1
# strip.show()
# Auto Crop / Cropping
def parseSize(crop_cmd):
chopped = crop_cmd[len('chop='):len(crop_cmd)]
numbers = chopped.split(':')
return (numbers[0],numbers[1])
# add in scaling to this function too
def getCropValue():
limit=24
rnd=16
reset=0
crop_cmd = 'cropdetect=' + str(limit) + ':' + str(rnd) + ':' + str(reset)
print('crop_cmd:\n',crop_cmd)
p = sp.Popen(["ffmpeg",
'-i', '/dev/video0',
'-t', '1',
'-vf', crop_cmd,
'-f', 'null',
'awk \'/crop/ { print $NF }\'',
], stdout=sp.PIPE, stderr=sp.PIPE)
err, out = p.communicate()
if(err) : print('error',err); return None;
crops = getCropValues(out.split())
return crops[0]
def getCropValues(output):
crop_values = []
for i in range(len(output)):
if "crop=" in output[i]:
crop_values.append(output[i])
# maybe further analyse here? average all the values in the arrays?
return crop_values
def getBlackBarCropValue():
# crop_detect = getCropValue()
# cropped_size = parseSize(crop_detect)
# print('crop_detect:\n',crop_detect)
# print('Cropped_size:',cropped_size)
inset = 4
cropped_inset = (688-inset,448-inset,22+inset,30+inset)
return cropped_inset
def strip_init():
# Create NeoPixel object with appropriate configuration.
strip = stripInit(TOTAL_PIXEL_COUNT,True)
# Intialize the library (must be called once before other functions).
strip.begin()
return strip
def computeFilterGraph():
print("Computing Filter Graph...")
blk_bar_crop_value = getBlackBarCropValue()
w_in = blk_bar_crop_value[0]
h_in = blk_bar_crop_value[1]
# Number of LEDs for the setup.
ratio_height = findHeight(32,16,9) #18
# How large the boxes around the edges are
frame_width = 16
crop_width = frame_width
crop_height = frame_width
flip_left = ',transpose=2' #Rotate 90 degrees counterclockwise.
flip_right = ',transpose=1' #Rotate 90 degrees clockwise.
# Scale Filters
left_scale = ',scale='+str(LED_LEFT_COUNT)+':'+str(LED_PIXEL_STRIP_HEIGHT)
right_scale = ',scale='+str(LED_RIGHT_COUNT)+':'+str(LED_PIXEL_STRIP_HEIGHT)
top_scale = ',scale='+str(LED_TOP_COUNT)+':'+str(LED_PIXEL_STRIP_HEIGHT)
bottom_scale = ',scale='+str(LED_BOTTOM_COUNT)+':'+str(LED_PIXEL_STRIP_HEIGHT)
# Crop Filters
left_crop_cmd = ''.join([
'crop',
'=w=',str(crop_width),
':h=',str(h_in),
':x=',str(0),
':y=',str(0),
flip_right,
left_scale
])
right_crop_cmd = ''.join([
'crop',
'=w=',str(crop_width),
':h=',str(h_in),
':x=',str(w_in-crop_width),
':y=',str(0),
flip_left,
right_scale
])
top_crop_cmd = ''.join([
'crop',
'=w=',str(w_in),
':h=',str(crop_height),
':x=',str(0),
':y=',str(0),
top_scale
])
bottom_crop_cmd = ''.join([
'crop',
'=w=',str(w_in),
':h=',str(crop_height),
':x=',str(0),
':y=',str(h_in-crop_height),
bottom_scale
])
left_bottom_crop_cmd = ''.join([
'crop',
'=w=',str(LED_BOTTOM_LEFT),
':h=',str(LED_PIXEL_STRIP_HEIGHT),
':x=',str(0),
':y=',str(0),
',hflip'
])
right_bottom_crop_cmd = ''.join([
'crop',
'=w=',str(LED_BOTTOM_RIGHT),
':h=',str(LED_PIXEL_STRIP_HEIGHT),
':x=',str(LED_BOTTOM_LEFT),
':y=',str(0),
',hflip'
])
black_bar_crop_cmd = ''.join([
'crop',
'=w=',str(getBlackBarCropValue()[0]),
':h=',str(getBlackBarCropValue()[1]),
':x=',str(getBlackBarCropValue()[2]),
':y=',str(getBlackBarCropValue()[3]),
])
# Filter Graph Steps
splits_to_crops_cmd = ''.join([
''.join(['[split_1]',top_crop_cmd,'[top_crop_out];']),
''.join(['[split_2]',left_crop_cmd,'[left_crop_out];']),
''.join(['[split_3]',right_crop_cmd,'[right_crop_out];']),
''.join(['[split_4]',bottom_crop_cmd,'[bottom_crop_out];'])
])
bottom_chop_cmd = ''.join([
'[bottom_crop_out]split[left_bottom][right_bottom];',
''.join(['[left_bottom]',left_bottom_crop_cmd,'[left_bottom_crop_out];']),
''.join(['[right_bottom]',right_bottom_crop_cmd,'[right_bottom_crop_out];']),
])
h_stack_cmd = ''.join([
'[left_bottom_crop_out]', # hflip'd
'[left_crop_out]', # might need vflipped or hflipped depending on transpose.
'[top_crop_out]', # fine as is.
'[right_crop_out]', # fine as is.
'[right_bottom_crop_out]', # hflip'd
'hstack=inputs=5'
])
# we need to perform the Black bar cropping first, and split from there.
graph_start = ''.join([
'[0:v]',black_bar_crop_cmd,'[crop_out];',
'[crop_out]split[split_a][split_b];',
'[split_a]split[split_1][split_2];',
'[split_b]split[split_3][split_4];'
])
frame_filter_graph = ''.join([
splits_to_crops_cmd,
bottom_chop_cmd,
h_stack_cmd
])
prod_graph = ''.join([
graph_start,
frame_filter_graph,
])
# Prod Command Generated
return prod_graph
def generateCommand():
return['ffmpeg',
'-loglevel', 'fatal',
'-threads', '2',
'-f', 'video4linux2',
'-i', '/dev/video0',
'-filter_complex', computeFilterGraph(),
'-f', 'image2pipe',
'-pix_fmt', 'rgb24',
'-vcodec', 'rawvideo',
'-']
# Todo: make this a part of a init method just printing a few easily read input values...
def get_video_info():
command = ['ffprobe',
'-v', 'fatal',
'-show_entries', 'stream=width,height,r_frame_rate,duration',
'-of', 'default=noprint_wrappers=1:nokey=1',
'/dev/video0', '-sexagesimal']
ffmpeg = sp.Popen(command, stderr=sp.PIPE ,stdout = sp.PIPE)
out, err = ffmpeg.communicate()
if(err) : print(err)
out = out.split('\n')
return {'file' : '/dev/video0','width': int(out[0]),'height' : int(out[1]),'fps': float(out[2].split('/')[0])/float(out[2].split('/')[1]),'duration' : out[3] }
def turnStripOff():
global STRIP
print('[AMBILIGHT]: Turning Strip Off')
colorWipe(STRIP,BLACK)
def colorize_frame(frame):
def colorize(frame,strip):
for i in range(TOTAL_PIXEL_COUNT):
pixel = frame[0][i]
strip.setPixelColor(i,Color(int(pixel[0]),int(pixel[1]),int(pixel[2])))
strip.show()
colorize(frame,STRIP)
def read_frame(command,strip,frame_count=1):
global RUN
pipe = sp.Popen(command, stderr=sp.PIPE ,stdout=sp.PIPE, bufsize=BUFF_SIZE)
if frame_count == 0:
print("[AMBILIGHT]: Frame Count is Zero, Running Loop Indefinitly...")
while RUN:
raw_image = pipe.stdout.read(BUFF_SIZE)
# TODO:
# handle
# ValueError: cannot reshape array of size 0 into shape (1,100,3)
frame = np.fromstring(raw_image, dtype='uint8').reshape(DATA_SHAPE)
colorize_frame(frame)
pipe.stdout.flush()
turnStripOff()
else:
print("[AMBILIGHT]: Running Loop for: ",frame_count)
for i in range(frame_count):
print(i)
if i == (frame_count-1):
turnStripOff()
return
raw_image = pipe.stdout.read(BUFF_SIZE)
frame = np.fromstring(raw_image, dtype='uint8').reshape(DATA_SHAPE)
colorize_frame(frame)
pipe.stdout.flush()
turnStripOff()
print('[AMBILIGHT]: Finished Reading Frames.')
return
def stop_ambilight_system(strip):
global RUN
print('[AMBILIGHT]: Stopping System.')
RUN = False
print("(RUN: "+str(RUN)+")")
colorWipe(strip,BLACK)
return
def start_ambilight_system(strip):
print('[AMBILIGHT]: Starting System.')
global STRIP
global RUN
RUN = True
STRIP = strip
command = generateCommand()
print("[AMBILIGHT]: (RUN "+str(RUN)+")")
read_frame(command,strip,frame_count=0)
# def run_main():
# global STRIP
# global COMMAND
# COMMAND = generateCommand()
# STRIP = strip_init()
# print("Setup Complete")
# print("Running Program")
# try:
# while True:
# read_frame(COMMAND,STRIP,0)
# except KeyboardInterrupt:
# turnStripOff()
# print("Goodbye")
# def main():
# run_main()
# main() |
984,566 | 4b2146e19d37a06d03477e5294ad28677d56a953 | # !/usr/bin/env python3
# libraries
import argparse
import json
#from random import Random
import random
import os
import requests
from enum import Enum
from typing import List, Tuple, Dict, Union
from string import Template as Tmpl
from dataclasses import dataclass
from copy import deepcopy
# handling arguments
parser = argparse.ArgumentParser()
parser.add_argument("--match_data", default="0Ao9H20P.json", type=str, help="JSON file with match data")
parser.add_argument("--test", default=False, type=bool, help="Testing for errors in each match")
# --------------------------------------------------------------------------------------------------------------------
# Class with all Enum values
class Types:
class Result(Enum):
# always in home's team perspective
WIN = 1
DRAW = 0
LOSS = 2
class Team(Enum):
HOME = 0
AWAY = 1
class Incident(Enum):
GOAL = 0
PENALTY_KICK = 1
CARD = 2
SUBSTITUTION = 3
class Card(Enum):
YELLOW = 0
RED_AUTO = 1
RED_INSTANT = 2
class Goal(Enum):
PENALTY = 0
ASSISTANCE = 1
SOLO_PLAY = 2
OWN_GOAL = 3
class Message(Enum):
GOAL = 0
PENALTY_KICK_MISSED = 1
CARD = 2
SUBSTITUTION = 3
RESULT = 4
class MessageSubtype(Enum):
WIN = 0
DRAW = 1
LOSS = 2
RED_INSTANT = 3
RED_AUTO = 4
YELLOW = 5
ASSISTANCE = 6
PENALTY = 7
SOLO_PLAY = 8
OWN_GOAL = 9
class Morph:
class Case(Enum):
Nom = 1
Gen = 2
Dat = 3
Acc = 4
Vok = 5
Loc = 6
Ins = 7
class Tense(Enum):
Past = 0
Pres = 1
Fut = 2
class Constituent(Enum):
ENTITY = 0
VERB = 1
WORD = 2
# --------------------------------------------------------------------------------------------------------------------
# Data Initialization
@dataclass(frozen=True)
class Score:
goals_home: int
goals_away: int
goals_sum: int
goals_difference: int
result: Types.Result
@staticmethod
def create(goals_home: int, goals_away: int):
goals_sum = goals_home + goals_away
goals_difference = abs(goals_home - goals_away)
result: Types.Result = Score._init_result(goals_home=goals_home, goals_away=goals_away)
return Score(goals_home=goals_home, goals_away=goals_away, goals_sum=goals_sum,
goals_difference=goals_difference, result=result)
@staticmethod
def _init_result(goals_home: int, goals_away: int) -> Types.Result:
if goals_home > goals_away:
return Types.Result.WIN
elif goals_home == goals_away:
return Types.Result.DRAW
else:
return Types.Result.LOSS
def __str__(self):
return f'{self.goals_home}:{self.goals_away}'
@dataclass(frozen=True)
class Venue:
name: str
town: str
capacity: int
attendance: int
full_percentage: int
@staticmethod
def create(name: str, town: str, capacity: int, attendance: int):
full_percentage = round((attendance / capacity) * 100)
return Venue(name=name, town=town, capacity=capacity, attendance=attendance, full_percentage=full_percentage)
'''
def __str__(self):
return f"--Venue-- Name: {self.name}, Town: {self.town}, Capacity: {self.capacity}, " \
f"Attendance: {self.attendance}, Percantage of at.: {self.full_percentage}, " \
f"Venue is full: {self.is_full()}, Venue is empty: {self.is_empty()}"
'''
@dataclass(frozen=True)
class Country:
id: int
name: str
@staticmethod
def create(id_: int, name_: str):
return Country(id=id_, name=name_)
@dataclass(frozen=True)
class Player:
id: int
full_name: str
country: Country
lineup_position_id: int
number: int
@staticmethod
def create(id_: int, full_name: str, country: Country, lineup_position_id: int, number: int):
return Player(id=id_, full_name=full_name, country=country,
lineup_position_id=lineup_position_id, number=number)
def get_first_name(self):
return self.full_name.split()[-1]
def get_last_name(self):
return self.full_name.split()[0]
# def get_position(self):
# utocnik /obrance ...
def __str__(self):
return f"({self.full_name}, {self.number})"
@dataclass(frozen=True)
class Team:
id: int
name: str
country: Country
type: Types.Team
lineup: List[Player]
@staticmethod
def create(id_: int, name: str, country: Country, type_: Types.Team, lineup: List[Player]):
return Team(id=id_, name=name, country=country, type=type_, lineup=lineup)
def __str__(self):
return f"--Team-- Id: {self.id}, Name: {self.name}, type: {self.type.name}"
@dataclass(frozen=True)
class Time:
base: int
added: int
@staticmethod
def create(time_base: int, time_added: int):
return Time(base=time_base, added=time_added)
def __str__(self):
if self.added != 0:
return f"{self.base} + {self.added}"
else:
return str(self.base)
def __lt__(self, other):
if self.base != other.base:
return self.base < other.base
else:
return self.added < other.added
@dataclass(frozen=True)
class Incident:
type: Types.Incident
participant: Player
team: Team
time: Time
def __lt__(self, other):
return self.time < other.time
def __str__(self):
return f"-> {self.type.name} --- time: {self.time}, \
participant: {self.participant.full_name}, team: {self.team.name}"
class Incidents:
@dataclass(frozen=True)
class Goal(Incident):
current_score: Score
assistance: Player
goal_type: Types.Goal
@staticmethod
def create(participant: Player, team: Team, time: Time, current_score: Score,
assistance: Player, goal_type: Types.Goal):
return Incidents.Goal(type=Types.Incident.GOAL, participant=participant, team=team, time=time,
current_score=current_score, assistance=assistance, goal_type=goal_type)
@dataclass(frozen=True)
class Penalty(Incident):
scored: bool
current_score: Score
@staticmethod
def create(participant: Player, team: Team, time: Time, current_score: Score, scored: bool):
return Incidents.Penalty(type=Types.Incident.PENALTY_KICK, participant=participant, team=team, time=time,
scored=scored, current_score=current_score)
@dataclass(frozen=True)
class Card(Incident):
card_type: Types.Card
@staticmethod
def create(participant: Player, team: Team, time: Time, card_type: Types.Card):
return Incidents.Card(type=Types.Incident.CARD, participant=participant, team=team, time=time,
card_type=card_type)
@dataclass(frozen=True)
class Substitution(Incident):
participant_in: Player
@staticmethod
def create(participant: Player, team: Team, time: Time, participant_in: Player):
return Incidents.Substitution(type=Types.Incident.SUBSTITUTION, participant=participant,
team=team, time=time, participant_in=participant_in)
@dataclass(frozen=True)
class MatchData:
team_home: Team
team_away: Team
score: Score
venue: Venue
incidents: List[Incidents]
@staticmethod
def create(team_home: Team, team_away: Team, score: Score, venue: Venue, incidents: List[Incidents]):
return MatchData(team_home=team_home, team_away=team_away, score=score, venue=venue, incidents=incidents)
def __str__(self):
return f"MATCH DATA SUMMARY \n\t{self.team_home}\n\t{self.team_away}\n\t{self.score}\n\t{self.venue}\n" \
f"TEAM LINEUPS\n\t-> team home lineup: " + ",".join(map(str, self.team_home.lineup)) + \
f"\n\t-> team away lineup: " + ",".join(map(str, self.team_away.lineup)) + '\n' + \
f"INCIDENTS\n\t" + "\n\t".join(map(str, self.incidents))
# class handing conversion from JSON to MatchData class
class DataInitializer:
@staticmethod
def init_match_data(json_file_str: str) -> MatchData:
initializer = DataInitializer()
with open(json_file_str) as json_file:
json_match_data = json.load(json_file)
teams: List[Team] = initializer._init_teams(json_match_data=json_match_data)
venue: Venue = initializer._init_venue(json_match_data=json_match_data)
score: Score = initializer._init_score(json_match_data=json_match_data)
incidents: List[Incidents] = initializer._init_incidents(json_match_data=json_match_data)
return MatchData(team_home=teams[0], team_away=teams[1], venue=venue, score=score, incidents=incidents)
@staticmethod
def _init_teams(json_match_data: dict) -> List[Team]:
return [DataInitializer._init_team(json_match_data=json_match_data, team_type=Types.Team.HOME),
DataInitializer._init_team(json_match_data=json_match_data, team_type=Types.Team.AWAY)]
@staticmethod
def _init_team(json_match_data: dict, team_type: Types.Team) -> Team:
id_ = int(json_match_data['participants'][str(team_type.value)]['id'])
name = json_match_data['participants'][str(team_type.value)]['name']
# initialize country
country_id = int(json_match_data['participants'][str(team_type.value)]['country_id'])
country_name = json_match_data['participants'][str(team_type.value)]['country_name']
country = Country.create(id_=country_id, name_=country_name)
lineup: List[Player] = []
for p in json_match_data['lineup'][str(team_type.value)]:
p_full_name = p['participant']['fullName']
p_id = int(p['participant']['id'])
p_country_id = int(p['participant']['countries'][0]['id'])
p_country_name = p['participant']['countries'][0]['name']
p_country: Country = Country.create(id_=p_country_id, name_=p_country_name)
p_lineup_position_id = int(p['lineupPositionId'])
p_number = int(p['number'])
lineup.append(Player.create(id_=p_id, full_name=p_full_name, country=p_country,
lineup_position_id=p_lineup_position_id, number=p_number))
return Team.create(id_=id_, name=name, country=country, type_=team_type, lineup=lineup)
@staticmethod
def _init_score(json_match_data: dict) -> Score:
return Score.create(goals_home=json_match_data['score'][str(Types.Team.HOME.value)]['1'],
goals_away=json_match_data['score'][str(Types.Team.AWAY.value)]['1'])
@staticmethod
def _init_venue(json_match_data: dict) -> Venue:
name = json_match_data['venue_name']
town = json_match_data['venue_town']
capacity = json_match_data['venue_capacity']
if json_match_data['venue_attendance'] is not None:
attendance = json_match_data['venue_attendance']
else:
attendance = 0
return Venue.create(name=name, town=town, capacity=capacity, attendance=attendance)
@staticmethod
def _init_incidents(json_match_data: dict) -> List[Incidents]:
def _get_aux_incident(id_: int) -> (int, bool):
for j in json_match_data['incidents']:
if id_ == j['parentId']:
return j, True
return None, False
def _get_participant_from_id(team_: Team, id_: int) -> Player:
for player in team_.lineup:
if player.id == id_:
return player
def _get_current_score() -> Score:
if i['value'] is not None:
return Score.create(goals_home=int(i['value'].split(":")[0]),
goals_away=int(i['value'].split(":")[1]))
else:
return Score.create(0,0)
incidents: List[Incidents] = []
teams: List[Team] = DataInitializer._init_teams(json_match_data=json_match_data)
for i in json_match_data['incidents']:
time: Time = Time.create(time_base=int(i['time']),
time_added=int(i['addedTime']) if i['addedTime'] is not None else 0)
if i['eventParticipant']['participant']:
team: Team = teams[0] if int(i['eventParticipant']['participant'][0]['id']) == teams[0].id else teams[1]
if i['participant']['id'] is not None:
if i['type']['name'] == 'Own Goal':
team: Team = teams[1] if int(i['eventParticipant']['participant'][0]['id']) == teams[0].id else \
teams[0]
participant: Player = _get_participant_from_id(team_=team, id_=int(i['participant']['id']))
elif i['type']['name'] == 'Yellow Card' or i['type']['name'] == 'Red Card':
participant: Player = _get_participant_from_id(team_=team, id_=int(i['participant']['id']))
if participant is None:
# Card for coach
participant = Player.create(id_=int(i['participant']['id']),
full_name=i['participant']['fullName'],
country=None, number=None, lineup_position_id=None)
else:
participant: Player = _get_participant_from_id(team_=team, id_=int(i['participant']['id']))
inc_str_type: str = i['type']['name']
if inc_str_type == "Goal":
current_score = _get_current_score()
aux_incident = _get_aux_incident(int(i['id']))
if aux_incident[1]:
# goal with assistance
assistance = _get_participant_from_id(team_=team, id_=int(aux_incident[0]['participant']['id']))
incidents.append(Incidents.Goal.create(participant=participant, team=team, time=time,
current_score=current_score, assistance=assistance,
goal_type=Types.Goal.ASSISTANCE))
else:
# solo play goal
incidents.append(Incidents.Goal.create(participant=participant, team=team, time=time,
current_score=current_score, assistance=None,
goal_type=Types.Goal.SOLO_PLAY))
elif inc_str_type == "Own Goal":
current_score = _get_current_score()
incidents.append(Incidents.Goal.create(participant=participant, team=team, time=time,
current_score=current_score, assistance=None,
goal_type=Types.Goal.OWN_GOAL))
elif inc_str_type == "Penalty Kick":
aux_incident = _get_aux_incident(int(i['id']))
scored = False
if aux_incident[1]:
if aux_incident[0]['type']['name'] == "Penalty scored":
scored = True
current_score = _get_current_score()
incidents.append(Incidents.Penalty.create(participant=participant, team=team, time=time,
current_score=current_score, scored=scored))
elif inc_str_type == "Substitution - Out":
aux_incident = _get_aux_incident(int(i['id']))
participant_in_id = aux_incident[0]['participant']['id']
participant_in = _get_participant_from_id(team_=team, id_=participant_in_id)
incidents.append(Incidents.Substitution.create(participant=participant, team=team, time=time,
participant_in=participant_in))
elif inc_str_type == "Yellow Card":
aux_incident = _get_aux_incident(int(i['id']))
if aux_incident[1]:
incidents.append(Incidents.Card.create(participant=participant, team=team, time=time,
card_type=Types.Card.RED_AUTO))
else:
incidents.append(Incidents.Card.create(participant=participant, team=team, time=time,
card_type=Types.Card.YELLOW))
elif inc_str_type == "Red Card":
if i['parentId'] is None:
incidents.append(Incidents.Card.create(participant=participant, team=team, time=time,
card_type=Types.Card.RED_INSTANT))
elif inc_str_type == "Substitution - In" \
or inc_str_type == "Assistance" \
or inc_str_type == "Penalty scored" \
or inc_str_type == "Penalty missed" \
or inc_str_type == "Extended time second half"\
or inc_str_type == "Extended time first half"\
or inc_str_type == "Action not on pitch"\
or inc_str_type == "Goal Disallowed":
pass
else:
raise ValueError("Unknown incident occurred")
# sort incidents by time
return incidents
# --------------------------------------------------------------------------------------------------------------------
# Document planning
@dataclass(frozen=True)
class Message:
type: Types.Message
class Messages:
@dataclass(frozen=True)
class Result(Message):
team_home: Team
team_away: Team
score: Score
@staticmethod
def create(team_home: Team, team_away: Team, score: Score):
return Messages.Result(type=Types.Message.RESULT, team_home=team_home, team_away=team_away, score=score)
def __str__(self):
return f"-> Type: {self.type.name}, team_home: {self.team_home.name}, team_away: {self.team_away}" \
f", score: {self.score}"
@dataclass(frozen=True)
class Card(Message):
participant: Player
team: Team
time: Time
card_type: Types.Card
@staticmethod
def create(participant: Player, team: Team, time: Time, card_type: Types.Card):
return Messages.Card(type=Types.Message.CARD, participant=participant,
team=team, time=time, card_type=card_type)
def __str__(self):
return f"-> Type: {self.type.name}, time: {self.time}, " \
f"participant: {self.participant.full_name}, team: {self.team.name}, card_type: {self.card_type.name}"
@dataclass(frozen=True)
class Goal(Message):
participant: Player
assistance: Player
current_score: Score
team: Team
time: Time
goal_type: Types.Goal
@staticmethod
def create(participant: Player, team: Team, time: Time, current_score: Score,
assistance: Player, goal_type: Types.Goal):
return Messages.Goal(type=Types.Message.GOAL, participant=participant, assistance=assistance,
current_score=current_score, team=team, time=time, goal_type=goal_type)
def __str__(self):
return f"-> Type: {self.type.name}, time: {self.time}, participant: {self.participant.full_name}" \
f", team: {self.team.name}, score: {self.current_score.goals_home}-{self.current_score.goals_away}" \
f", goal_type: {self.goal_type}"
@dataclass(frozen=True)
class Substitution(Message):
participant_out: Player
participant_in: Player
team: Team
time: Time
@staticmethod
def create(participant_out: Player, team: Team, time: Time, participant_in: Player):
return Messages.Substitution(type=Types.Message.SUBSTITUTION, participant_out=participant_out,
participant_in=participant_in, team=team, time=time)
def __str__(self):
return f"-> Type: {self.type.name}, time: {self.time}, participant_out: {self.participant_out.full_name}" \
f", participant_in: {self.participant_in.full_name}, team: {self.team.name}"
@dataclass(frozen=True)
class MissedPenalty(Message):
participant: Player
team: Team
time: Time
@staticmethod
def create(participant: Player, team: Team, time: Time):
return Messages.MissedPenalty(type=Types.Message.PENALTY_KICK_MISSED, participant=participant,
team=team, time=time)
def __str__(self):
return f"-> Type: {self.type.name}, time: {self.time}, participant: " \
f"{self.participant.full_name}, team: {self.team.name}"
@dataclass(frozen=True)
class DocumentPlan:
title: Messages
body: List[Messages]
@staticmethod
def create(title: Messages, body: List[Messages]):
return DocumentPlan(title=title, body=body)
def __str__(self):
return f"TITLE MESSAGE: \n\t{self.title}\nMESSAGES\n\t" + "\n\t".join(map(str, self.body))
class DocumentPlanner:
@staticmethod
def plan_document(match_data: MatchData) -> DocumentPlan:
doc_planner = DocumentPlanner()
title: Messages = doc_planner._plan_title(match_data)
body: List[Messages] = doc_planner._plan_body(match_data)
return DocumentPlan.create(title, body)
@staticmethod
def _plan_title(match_data: MatchData) -> Messages:
return Messages.Result.create(match_data.team_home, match_data.team_away, match_data.score)
@staticmethod
def _plan_incident_msg(inc: Incidents) -> Messages:
if type(inc) is Incidents.Goal:
return Messages.Goal.create(participant=inc.participant, team=inc.team, time=inc.time,
current_score=inc.current_score, assistance=inc.assistance,
goal_type=inc.goal_type)
elif inc.type == Types.Incident.PENALTY_KICK:
if inc.scored is True:
return Messages.Goal.create(participant=inc.participant, team=inc.team, time=inc.time,
current_score=inc.current_score, assistance=None,
goal_type=Types.Goal.PENALTY)
else:
return Messages.MissedPenalty.create(inc.participant, inc.team, inc.time)
elif inc.type == Types.Incident.CARD:
return Messages.Card.create(participant=inc.participant, team=inc.team, time=inc.time,
card_type=inc.card_type)
elif inc.type == Types.Incident.SUBSTITUTION:
return Messages.Substitution.create(participant_out=inc.participant, team=inc.team, time=inc.time,
participant_in=inc.participant_in)
else:
print("failed")
@staticmethod
def _plan_body(match_data: MatchData) -> List[Messages]:
return [DocumentPlanner._plan_incident_msg(inc) for inc in match_data.incidents]
# --------------------------------------------------------------------------------------------------------------------
# Lexicalization
class MorphParams:
case: Types.Morph.Case
tense: Types.Morph.Tense
ref: None
agr: None
def __init__(self, string_id: str):
params = MorphParams.get_morph_params(string_id)
self.case = params[0]
self.tense = params[1]
self.ref = params[2]
self.agr = params[3]
@staticmethod
def get_morph_params(string_id: str) -> (Types.Morph.Case, Types.Morph.Tense, str, str):
if string_id == '':
return None, None, None, None
else:
[case_id, tense_id, ref_id, agr_id] = string_id.split('-')
case = None if case_id == "." else Types.Morph.Case(int(case_id))
tense = None if tense_id == "." else Types.Morph.Tense(int(tense_id))
ref = None if ref_id == "." else ref_id
agr = None if agr_id == "." else agr_id
return case, tense, ref, agr
def apply_morph_params_to_string(self, constituent: str) -> str:
header = '{{' + f'\'{constituent}\'|morph('
mp: List[str] = []
all_none = True
if self.case is not None:
mp.append(f'\'Case={MorphParams.to_valid_form(self.case.name)}\'')
all_none = False
if self.tense is not None:
mp.append(f'\'Tense={MorphParams.to_valid_form(self.tense.name)}\'')
all_none = False
if self.ref is not None:
mp.append(f'ref={self.ref}')
all_none = False
if self.agr is not None:
mp.append(f'ref={self.agr}')
all_none = False
body = ", ".join(mp)
return constituent if all_none else header + body + ')}}'
@staticmethod
def to_valid_form(s: str) -> str:
return s.lower().capitalize()
class Template:
id: str
msg: Message
morph_params: MorphParams
data: None
string: str
def __init__(self, id: str, msg: Message, morph_params: str, data, string):
self.id = id
self.msg = msg
self.morph_params = MorphParams(morph_params)
self.data = data
self.string = string
def lexicalize(self):
constituent_type = self.id.split('-')[0]
possibilities: List[Tuple[str, str]] = []
if constituent_type == 'e': # ENTITY
possibilities = Template.get_string_poss_entity(self)
elif constituent_type == 'w': # WORD
word_type = self.id.split('-')[1]
possibilities = Template.get_string_poss_word(word_type)
elif constituent_type == 'v': # VERB
verb_type = self.id.split('-')[1]
possibilities = Template.get_string_poss_verb(verb_type)
(new_id, new_string) = Template.get_random_poss(possibilities)
self.id = new_id
self.string = new_string
def get_string_poss_entity(self) -> List[Tuple[str, str]]:
def init_time_templates():
time: Time = self.data
if time.added != 0: #
if time.base == 45: # first half
templates.append(('e-time-1', f"v {time.added}. minutě nastavení prvního poločasu"))
# templates.append(('e-time-2', f"{time.added} minuty po začátku nastaveného času prvního poločasu"))
else: # second half
templates.append(('e-time-1', f"v {time.added}. minutě nastavení druhého poločasu"))
# templates.append(('e-time-2', f"{time.added} minuty po začátku nastaveného času druhého poločasu"))
else:
templates.append(('e-time-1', f"v {time.base}. minutě"))
# templates.append(('e-time-2', f"{time.base} minuty po začátku"))
# ToDo -> zaloznik/utocnik/obrance
def init_player_templates():
player: Player = self.data
templates.append(('e-player-1', player.full_name))
templates.append(('e-player-2', player.get_last_name()))
templates.append(('e-player-3', f"hráč s číslem {player.number}"))
def init_team_templates():
team: Team = self.data
templates.append(('e-team-1', team.name))
def init_score_templates():
score: Score = self.data
templates.append(('e-score-1', f"{score.goals_home}:{score.goals_away}"))
templates: List[(str, str)] = []
ent = self.id.split('-')[1]
if ent == 'time':
init_time_templates()
elif ent == 'player':
init_player_templates()
elif ent == 'team':
init_team_templates()
elif ent == 'score':
init_score_templates()
else:
print("Type Unknown")
return templates
@staticmethod
def get_string_poss_word(word_type: str) -> List[Tuple[str, str]]:
def init_word_templates():
# goal
templates.append(('w-goal-1', 'gól'))
templates.append(('w-goal-2', 'branka'))
# assistance
templates.append(('w-assistance-1', 'asistence'))
templates.append(('w-assistance-2', 'nahrávka'))
# penalty
templates.append(('w-penalty-1', 'penalta'))
templates.append(('w-penalty-2', 'pokutový kop'))
# own goal
templates.append(('w-own_goal-1', 'vlastňák'))
templates.append(('w-own_goal-2', 'vlastní gól'))
# yellow card
templates.append(('w-yellowcard-1', 'žlutá'))
templates.append(('w-yellowcard-2', 'žlutá karta'))
# red card
templates.append(('w-redcard-1', 'červená'))
templates.append(('w-redcard-2', 'červená karta'))
templates: List[(str, str)] = []
init_word_templates()
return [t for t in templates if t[0].split('-')[1] == word_type]
@staticmethod
def get_string_poss_verb(verb_type: str) -> List[Tuple[str, str]]:
def init_verb_templates():
# result
templates.append(('v-win-1', 'porazit'))
templates.append(('v-win-2', 'rozdrtit'))
templates.append(('v-win-3', 'deklasovat'))
templates.append(('v-draw-1', 'remizovat'))
templates.append(('v-loss-1', 'prohrát'))
# goal
templates.append(('v-goal-1', 'vstřelit'))
templates.append(('v-goal-2', 'vsítit'))
templates.append(('v-goal-3', 'dát'))
# score change
templates.append(('v-score_change-1', 'změnil'))
templates.append(('v-score_change-2', 'upravil'))
# penalty
templates.append(('v-penalty-1', 'proměnit'))
templates.append(('v-penalty-2', 'dát'))
# failed penalty
templates.append(('v-failed_penalty-1', 'zpackat'))
templates.append(('v-failed_penalty-2', 'neproměnit'))
templates.append(('v-failed_penalty-3', 'nedat'))
# substitution
templates.append(('v-substitution-1', 'střídat'))
templates.append(('v-substitution-2', 'vystřídat'))
# card
templates.append(('v-card-1', 'dostat'))
templates.append(('v-card-2', 'obdržet'))
templates: List[(str, str)] = []
init_verb_templates()
return [t for t in templates if t[0].split('-')[1] == verb_type]
@staticmethod
def get_random_poss(possibilities: List[Tuple[str, str]]) -> Tuple[str, str]:
return random.choice(possibilities)
def transform_string_for_geneea(self):
self.string = self.morph_params.apply_morph_params_to_string(self.string)
class Sentence:
id: str
constituents: List[Union[str, Template]]
def __init__(self, msg: Message):
s = Sentence.get_sentence(msg)
self.id = s[0]
self.constituents = s[1]
@staticmethod
def get_sentence(m: Message) -> (str, List[Union[str, Template]]):
def get_sentence_result(msg: Messages.Result) -> (str, List[Union[str, Template]]):
# id type: result = 'r'
# id subtypes: win = 'w' / draw = 'd' / loss = 'l'
sentences: List[Tuple[str, List[Union[str, Template]]]] = []
if msg.score.result == Types.Result.WIN:
sentences.append(('s_r_w_1', [
Template(id='e-team', msg=msg, morph_params='1-.-1-.', data=msg.team_home, string=None),
Template(id='v-win', msg=msg, morph_params='.-0-.-1', data=None, string=None),
Template(id='e-team', msg=msg, morph_params='4-.-.-.', data=msg.team_away, string=None),
Template(id='e-score', msg=msg, morph_params='', data=msg.score, string=None)
]))
elif msg.score.result == Types.Result.DRAW:
sentences.append(('s_r_d_1', [
Template(id='e-team', msg=msg, morph_params='1-.-1-.', data=msg.team_home, string=None),
Template(id='v-draw', msg=msg, morph_params='.-0-.-1', data=None, string=None),
Template(id='e-team', msg=msg, morph_params='7-.-.-.', data=msg.team_away , string=None),
Template(id='e-score', msg=msg, morph_params='', data=msg.score, string=None),
]))
else: # msg.score.result == Types.Result.LOSS:
sentences.append(('s_r_l_1', [
Template(id='e-team', msg=msg, morph_params='1-.-1-.', data=msg.team_home , string=None),
Template(id='v-loss', msg=msg, morph_params='.-0-.-1', data=None, string=None),
Template(id='e-team', msg=msg, morph_params='4-.-.-.', data=msg.team_away, string=None),
Template(id='e-score', msg=msg, morph_params='', data=msg.score, string=None),
]))
return random.choice(sentences)
def get_sentence_goal(msg: Messages.Goal) -> (str, List[Union[str, Template]]):
# id type: goal = 'r'
# id subtypes: solo play = 's' / own goal = 'o' / penalty = 'p' / assistance = 'a'
sentences: List[(str, List[Union[str, Template]])] = []
if msg.goal_type == Types.Goal.SOLO_PLAY:
sentences.append(('s_g_s_1', [
Template(id='e-time' , msg=msg, morph_params='', data=msg.time , string=None),
Template(id='v-goal' , msg=msg, morph_params='.-0-.-.', data=None , string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant , string=None),
Template(id='w-goal' , msg=msg, morph_params='4-.-.-.', data=None , string=None),
]))
sentences.append(('s_g_s_2', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-goal', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant, string=None),
Template(id='w-goal', msg=msg, morph_params='4-.-.-.', data=None, string=None),
"a",
Template(id='v-score_change', msg=msg, morph_params='', data=None, string=None),
"na",
Template(id='e-score', msg=msg, morph_params='', data=msg.current_score, string=None)
]))
elif msg.goal_type == Types.Goal.ASSISTANCE:
sentences.append(('s_g_a_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-goal', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant, string=None),
"po",
Template(id='w-assistance', msg=msg, morph_params='6-.-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='3-.-.-.', data=msg.assistance, string=None),
Template(id='w-goal', msg=msg, morph_params='4-.-.-.', data=None, string=None)
]))
elif msg.goal_type == Types.Goal.PENALTY:
sentences.append(('s_g_p_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-penalty', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant, string=None),
Template(id='w-penalty', msg=msg, morph_params='4-.-.-.', data=None, string=None)
]))
elif msg.goal_type == Types.Goal.OWN_GOAL:
sentences.append(('s_g_p_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
"si dal",
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant, string=None),
Template(id='w-own_goal', msg=msg, morph_params='4-.-.-.', data=None, string=None)
]))
return random.choice(sentences)
def get_sentence_substitution(msg: Messages.Substitution) -> (str, List[Union[str, Template]]):
# id type: substitution = 's'
sentences : List[(str, List[Union[str, Template]])] = []
sentences.append(('s_s_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-substitution', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant_in, string=None),
"za",
Template(id='e-player', msg=msg, morph_params='4-.-.-.', data=msg.participant_out, string=None),
]))
sentences.append(('s_s_2', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-substitution', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant_in, string=None),
Template(id='e-player', msg=msg, morph_params='4-.-.-.', data=msg.participant_out, string=None),
]))
return random.choice(sentences)
def get_sentence_card(msg: Messages.Card) -> (str, List[Union[str, Template]]):
# id type: card = 'c'
# id subtypes: red_auto = 'a' / red_instant = 'r' / yellow = 'y'
sentences: List[(str, List[Union[str, Template]])] = []
if msg.card_type == Types.Card.RED_AUTO:
sentences.append(('s_g_s_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-card', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant, string=None),
Template(id='w-redcard', msg=msg, morph_params='4-.-.-.', data= None, string= None)
]))
elif msg.card_type == Types.Card.RED_INSTANT:
sentences.append(('s_g_s_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-card', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant, string=None),
"druhou",
Template(id='w-yellowcard', msg=msg, morph_params='4-.-.-.', data=None, string=None),
"a tím pro něj zápas skončil"
]))
else: # msg.card_type == Types.Card.YELLOW:
sentences.append(('s_g_s_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='v-card', msg=msg, morph_params='.-0-.-.', data=None, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant, string=None),
Template(id='w-yellowcard', msg=msg, morph_params='4-.-.-.', data=None, string=None)
]))
return random.choice(sentences)
def get_sentence_missed_penalty(msg: Messages.MissedPenalty) -> (str, List[Union[str,Template]]):
# id type: missed penalty = 'm'
sentences: List[(str, List[Union[str,Template]])] = []
sentences.append(('s_m_1', [
Template(id='e-time', msg=msg, morph_params='', data=msg.time, string=None),
Template(id='e-player', msg=msg, morph_params='1-.-.-.', data=msg.participant_in, string=None),
Template(id='v-failed_penalty', msg=msg, morph_params='.-0-.-.', data=msg.time, string=None),
Template(id='w-penalty', msg=msg, morph_params='', data=msg.participant_out, string=None)
]))
return random.choice(sentences)
if type(m) is Messages.Result:
return get_sentence_result(m)
elif type(m) is Messages.Goal:
return get_sentence_goal(m)
elif type(m) is Messages.Substitution:
return get_sentence_substitution(m)
elif type(m) is Messages.Card:
return get_sentence_card(m)
elif type(m) is Messages.MissedPenalty:
return get_sentence_missed_penalty(m)
else:
print("Wrong types")
def lexicalize(self):
for tmp in self.constituents:
if type(tmp) is Template:
tmp.lexicalize()
def transform_strings_for_geneea(self):
for tmp in self.constituents:
if type(tmp) is Template:
tmp.transform_string_for_geneea()
def get_string(self):
const: List[str] = []
for c in self.constituents:
if type(c) is Template:
const.append(c.string)
else:
const.append(c)
# first letter is upper case
k = 0
while not const[0][k].isalpha() and k != len(const[0]):
k += 1
const[0] = const[0][:k] + const[0][k].upper() + const[0][k+1:]
return ' '.join(const) + '.'
class Lexicalizer:
@staticmethod
def lexicalize(doc_plan: DocumentPlan, match_data: MatchData) -> (str, List[str]):
random.seed(10) # setting the seed for whole program
title = Lexicalizer._lexicalize_message(doc_plan.title)
body = [Lexicalizer._lexicalize_message(msg) for msg in doc_plan.body]
return title, body
@staticmethod
def _lexicalize_message(msg: Messages) -> str:
sentence = Sentence(msg)
sentence.lexicalize()
# sentence.alternate()
sentence.transform_strings_for_geneea()
return sentence.get_string()
# --------------------------------------------------------------------------------------------------------------------
# Realization of str from Lexicalizer
class Realizer:
@staticmethod
def realize_str(plain_str: (str, List[str])) -> str:
return f'{plain_str[0]}\n' + "\n" + ("\n".join(plain_str[1]))
@staticmethod
def create_json_file_for_geneea(plain_str: (str, List[str]), file_path: str):
data = {}
data['templates'] = []
'''
data['templates'].append({
"id": "tmpl-1",
"name": "title template",
"body": plain_str[0]
})
'''
to_print = plain_str[0] + ' '+ ' '.join(plain_str[1])
data['templates'].append({
"id": "tmpl-2",
"name": "body template",
"body": to_print
})
data['data'] = {}
with open(file_path, 'w') as output_json:
json.dump(data, output_json)
@staticmethod
def realize_article(plain_str: (str, List[str])) -> str:
file_path = r'C:\Users\danra\Skola\MFF\RP\SP_FootballArticle\geneea_input.json'
Realizer.create_json_file_for_geneea(plain_str, file_path)
with open(file_path) as json_file:
output_geneea: dict = Realizer.call_geneea(json.load(json_file))
return output_geneea['article']
@staticmethod
def call_geneea(json_file: dict):
url = 'https://generator.geneea.com/generate'
headers = {
'content-type': 'application/json',
'Authorization': os.getenv('GENJA_API_KEY')
}
return requests.post(url, json=json_file, headers=headers).json()
# --------------------------------------------------------------------------------------------------------------------
# TESTING ALL INPUTS
def test_inputs(directory: str):
files_to_fix = get_files_to_fix(directory)
if len(files_to_fix) > 50:
print(f"Nefunguje toho hodně {len(files_to_fix)}")
print(files_to_fix[0])
elif len(files_to_fix) > 20:
print("Nefunguje toho středně")
print(files_to_fix[0])
else:
print(files_to_fix)
def get_files_to_fix(directory: str) -> List[str]:
files_to_fix = []
for filename in os.listdir(directory):
file = os.path.join(directory, filename)
try:
generate_article(file, print_output=False)
except:
files_to_fix.append(file)
return files_to_fix
def get_directory(filename:str) -> str:
return os.path.dirname(filename)
# --------------------------------------------------------------------------------------------------------------------
# GENERATE ARTICLE FROM JSON
def generate_article(filename: str, print_output: bool):
match_data: MatchData = DataInitializer.init_match_data(filename)
# print(f'{match_data} \n\n ' + '_' * 70)
doc_plan: DocumentPlan = DocumentPlanner.plan_document(match_data)
# print(f'{doc_plan} \n\n ' + '_' * 70)
plain_str: (str, List[str]) = Lexicalizer.lexicalize(doc_plan, match_data)
print(f'{plain_str} \n\n ' + '_' * 70)
text: str = Realizer.realize_str(plain_str)
if print_output:
print(f'{match_data} \n\n ' + '_' * 70)
print(f'{doc_plan} \n\n ' + '_' * 70)
print(f'{plain_str} \n\n ' + '_' * 70)
print(f'{text} \n\n ' + '_' * 70)
# calling Geneea rest API
article = Realizer.realize_article(plain_str)
print(article)
# --------------------------------------------------------------------------------------------------------------------
# MAIN
def main(args):
if args.test:
test_inputs(get_directory(args.match_data))
else:
generate_article(args.match_data, print_output=False)
if __name__ == "__main__":
args_ = parser.parse_args([] if "__file__" not in globals() else None)
main(args_) |
984,567 | 738131c4ce14c7c1126ac4cb3519d4af8c126403 | def grd_ship(weight,flat=20):
if weight <=2:
return (1.50*weight)+flat
elif weight > 2 and weight < 6:
return (3.00*weight)+flat
elif weight > 6 and weight < 10:
return (4.00*weight)+flat
elif weight == 'prm':
return 125
else:
return (4.75*weight)+flat
#drone shipping costs
def drn_ship(weight,flat=0):
if weight <=2:
return (4.50*weight)+flat
elif weight > 2 and weight < 6:
return (9.00*weight)+flat
elif weight > 6 and weight < 10:
return (12.00*weight)+flat
else:
return (14.25*weight)+flat
def price_cal(weight):
if (grd_ship(weight) >= 125.0) or(drn_ship(weight) >=125):
return "Premium serivce is the best option and it cost 125 $"
elif grd_ship(weight) > drn_ship(weight):
return "Drone Shipping method is cheaper and it costs you " + str(drn_ship(weight)) + " $"
else:
return "Ground Shipping method is cheaper and it costs you " + str(grd_ship(weight)) + " $"
#TESTIG THE FUNCTION
print(price_cal(4.8))
print(price_cal(48))
|
984,568 | fbec6ac2c1cec0843a54424c47853bf181a3162f | import json
a = json.loads('{"books":[{"book_name":"string","progress":0,"total":0,"tip":"string"}],"user":"string"}')
print(a) |
984,569 | b9f058a42d06fed8558e60df83965dc3c7f950d5 | from django.shortcuts import render, redirect
from django.urls import reverse
from django.core.urlresolvers import reverse
from django.shortcuts import get_object_or_404
from accounts.forms import (
RegistrationForm,
EditProfileForm,
UserProfileForm,
)
from django.contrib.auth.decorators import permission_required
from django.contrib.auth.models import User
from django.contrib.auth.forms import UserChangeForm, PasswordChangeForm
from django.contrib.auth import update_session_auth_hash
from django.contrib.auth.decorators import login_required
from .models import UserProfile, Subject
from django.views import generic
from django.forms.models import inlineformset_factory
from django.core.exceptions import PermissionDenied
def register(request):
if request.method =='POST':
form = RegistrationForm(request.POST)
if form.is_valid():
form.save()
return redirect(reverse('accounts:login'))
else:
form = RegistrationForm()
args = {'form': form}
return render(request, 'accounts/reg_form.html', args)
@login_required
def view_profile(request, pk=None):
if pk:
user = User.objects.get(pk=pk)
else:
user = request.user
args = {'user': user}
return render(request, 'accounts/profile.html', args)
def edit_profile(request):
if request.method == 'POST':
form = EditProfileForm(request.POST, instance=request.user)
if form.is_valid():
form.save()
return redirect(reverse('accounts:view_profile'))
else:
form = EditProfileForm(instance=request.user)
args = {'form': form}
return render(request, 'accounts/edit_profile.html', args)
def edit_user(request):
user = request.user
user_form = UserProfileForm(instance=user)
ProfileInlineFormset = inlineformset_factory(User, UserProfile, fields=('title', 'first_name', 'last_name', 'area', 'charge', 'description', 'language', 'subject'))
formset = ProfileInlineFormset(instance=user)
if request.user.is_authenticated() and request.user.id == user.id:
if request.method == "POST":
user_form = UserProfileForm(request.POST, request.FILES, instance=user)
formset = ProfileInlineFormset(request.POST, request.FILES, instance=user)
if user_form.is_valid():
created_user = user_form.save(commit=False)
formset = ProfileInlineFormset(request.POST, request.FILES, instance=created_user)
if formset.is_valid():
created_user.save()
formset.save()
return redirect(reverse('accounts:view_profile'))
return render(request, "accounts/account_update.html", {
"noodle_form": user_form,
"formset": formset,
})
else:
raise PermissionDenied
def change_password(request):
if request.method == 'POST':
form = PasswordChangeForm(data=request.POST, user=request.user)
if form.is_valid():
form.save()
update_session_auth_hash(request, form.user)
return redirect(reverse('accounts:view_profile'))
else:
return redirect(reverse('accounts:change_password'))
else:
form = PasswordChangeForm(user=request.user)
args = {'form': form}
return render(request, 'accounts/change_password.html', args)
class SubjectDetailView(generic.DetailView):
"""
Generic class-based detail view for a tutor.
"""
model = Subject
users = User.objects.all()
args = {'users': users }
class SubjectListView(generic.ListView):
"""
Generic class-based list view for a list of authors.
"""
model = Subject
paginate_by = 10
#show all subjects and by click on subject show tutors associated with subject
|
984,570 | 67149280a2467c961c109971c6aac8e87d8e7d91 | # -*- coding: utf-8 -*-
# @Time : 2020/12/6 18:38
# @Author : pengketong
from time import sleep
from appium.webdriver.common.mobileby import MobileBy
from learn_python.work_appium.weixin_PO.page.app import App
from learn_python.work_appium.weixin_PO.page.searcher_contact_result import SearcherContactResult
class TestWX:
def setup_class(self):
self.app = App()
def setup(self):
self.main = self.app.start().goto_main()
def teardown_class(self):
self.app.stop()
def test_contact_del(self):
beforenum=self.main.goto_searcher_contact_result().searcher_contact_result("pxy_160")
sleep(5)
self.main.goto_searcher_contact_page().goto_person_info_page(
"pxy_160").goto_person_operation_page().goto_edit_contact_page().goto_searcher_contact_page()
sleep(5)
afternum = self.main.goto_searcher_contact_result().searcher_contact_result("pxy_160")
assert afternum == beforenum - 1
|
984,571 | 98794529bdd0e96284f3fc46288c4519ce550f89 | # -*- coding: utf-8 -*-
"""
@Time : 2018/2/5 17:05
@Author : Sunflower
@FileName: 136. Single Number.py
@Software: PyCharm
@Blog ：http://blog.csdn.net/sunflower_kris/article/
"""
"""
Given an array of integers, every element appears twice except for one. Find that single one.
Note:
Your algorithm should have a linear runtime complexity. Could you implement it without using extra memory?
"""
class Solution:
def singleNumber(self, nums):
"""
:type nums: List[int]
:rtype: int
"""
nums_g = sorted(nums)
for i in range(len(nums_g)-1):
if i % 2 == 0:
if nums_g[i] != nums_g[i + 1]:
return nums_g[i]
return nums_g[-1]
a = Solution()
print(a.singleNumber(nums=[1, 10, 1, 2, 2, 10, 5]))
|
984,572 | 5650cf18bf2c8ba8f5c858623ef141f5fd61621d | import json
from sqlalchemy import create_engine
from sqlalchemy.exc import InternalError
from sqlalchemy.exc import IntegrityError
import glob
import re
import csv
import os
from pathlib import Path
import pandas as pd
# Change the paths and sql_server.cfg to adjust this code.
cfg_path = './WeatherForecast/sql_server.cfg'
file_paths = './WeatherForecast/data/train/*.csv'
with open(cfg_path, 'r') as f:
cfg = json.load(f)
db = cfg['db']
tablename = cfg['tablename']
engine_string = 'mysql+pymysql://' + cfg['user'] + ':' + cfg['pw'] + '@' + cfg['url']
engine = create_engine(engine_string)
con = engine.connect()
# Create database.
command = f'CREATE DATABASE {db};'
con.execute(command)
engine_string = engine_string + '/' + db
engine = create_engine(engine_string)
con = engine.connect()
# Create table.
command = f'CREATE TABLE {tablename}(' + '''
station VARCHAR(50)
,year INT
,month INT
,day INT
,daily_rainfall_total_mm DOUBLE NOT NULL
,highest_30_min_rainfall_mm DOUBLE NOT NULL
,highest_60_min_rainfall_mm DOUBLE NOT NULL
,highest_120_min_rainfall_mm DOUBLE NOT NULL
,mean_temperature_c DOUBLE NOT NULL
,maximum_temperature_c DOUBLE NOT NULL
,minimum_temperature_c DOUBLE NOT NULL
,mean_wind_speed_kmh DOUBLE NOT NULL
,max_wind_speed_kmh DOUBLE NOT NULL
,PRIMARY KEY(year, month, day)
);
'''
con.execute(command)
# Cleans column names for easier processing later.
def csv_clean_colnames(file, sep=''):
'''
Given the path to a csv file, this function cleans the column names by
converting removing leading and trailing white spaces, converting all
letters to lowercase, replacing all remaining whitespaces with
underscores, removing brackets and other special characters. The csv
file is then replaced with a copy of itself with the cleaned column
names.
params:
file path of file wholse column names are to be cleaned.
sep The character(s) used to replace brackets and special
characters.
'''
def remove_special_characters(text, sep=sep):
pattern = r'[^a-zA-Z0-9!"#$%&\'()*+, -./:; <= >?@[\]^_`{|}~]'
return re.sub(pattern, sep, text)
# Opens the csv file and writes the cleaned version to a .tmp file.
tempfile = file + '.tmp'
with open(file, 'r') as infile, open(tempfile, 'w', newline='') as outfile:
r = csv.reader(infile, delimiter=',', quotechar='"')
colnames = next(r)
colnames = [remove_special_characters(x.strip().lower().replace(' ', '_').replace('(', sep).replace(')', sep).replace('/', sep)) for x in colnames]
w = csv.writer(outfile)
w.writerow(colnames)
for row in r:
w.writerow(row)
# Delete original and replace it with the cleaned file.
os.remove(file)
os.rename(tempfile, file)
# Inserts data from a csv file into an sql table.
def csv_insert(file, updatekey=None, tablename=None, chunksize=None, sizelim=1073741824, **kwargs):
'''
Convenience function that uploads file data into a premade database
table.
params:
file path of file to be uploaded.
updatekey given the table's primary key, the function updates all
values in the table with those from the file except the
primary key. If sqlalchemy is used, tables values are
updated by default, but the primary key is set using
this value.
tablename if None, tablename = filename.
chunksize determines the number of rows read from the csv file to
insert into the database at a time. This is
specifically meant to deal with memory issues. As such,
when chunksize != None and printable == True, the
commands will be written to chunk_insert.txt instead of
being returned for printing.
sizelim determines the file size, in bytes, before a default
chunksize of 100000 is imposed if chunksize is not
already specified.
**kwargs Other arguments to be passed on to pandas read_csv.
'''
# Automatically set chunksize if file exceeds sizelim.
if Path(file).stat().st_size >= sizelim and chunksize is None:
chunksize = 100000
def alchemy_insert(df, updatekey=None, tablename=None):
df.to_sql(tablename, engine, index=False, if_exists='append')
if updatekey:
command = f'ALTER TABLE {tablename} ADD PRIMARY KEY({updatekey});'
engine.execute(command)
if chunksize:
reader = pd.read_csv(file, chunksize=chunksize, **kwargs)
for chunk in reader:
df = pd.DataFrame(chunk)
alchemy_insert(df, updatekey=updatekey, tablename=tablename)
return f'data loaded into table {tablename}.'
else:
df = pd.read_csv(file, **kwargs)
alchemy_insert(df, updatekey=updatekey, tablename=tablename)
return f'data loaded into table {tablename}.'
# Inserts data from a csv file individually so as to be error tolerant by
# skipping rows with invalid values.
def individual_insert(file, **kwargs):
df = pd.read_csv(file, **kwargs)
rows = [x for x in df.itertuples(index=False, name=None)]
cols = ', '.join(df.columns)
for r in rows:
command = f'INSERT INTO {tablename}({cols}) VALUES '
# Fix null values.
pattern = r"([^\w'])nan([^\w'])"
replacement = r'\1NULL\2'
fixed_r = re.sub(pattern, replacement, f'{r}')
command += f'{fixed_r}'
try:
con.execute(command)
except (InternalError, IntegrityError):
continue
# Repeats code to all files in a folder.
files = glob.glob(file_paths)
for file in files:
csv_clean_colnames(file)
try:
csv_insert(file, updatekey=None, tablename=tablename, chunksize=None, sizelim=1073741824, encoding='cp1252')
except (InternalError, IntegrityError):
individual_insert(file, encoding='cp1252')
|
984,573 | ae835dffbdff9c98f78ff956ab0b7d99a267957b | # Copyright 2015 PerfKitBenchmarker Authors. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Functions and classes to make testing easier."""
import os
from absl import flags
import mock
from perfkitbenchmarker import benchmark_spec
from perfkitbenchmarker import sample
from perfkitbenchmarker.configs import benchmark_config_spec
import six
from six.moves import range
_BENCHMARK_NAME = 'test_benchmark'
_BENCHMARK_UID = 'uid'
class SamplesTestMixin(object):
"""A mixin for unittest.TestCase that adds a type-specific equality
predicate for samples.
"""
def __init__(self, *args, **kwargs):
super(SamplesTestMixin, self).__init__(self, *args, **kwargs)
self.addTypeEqualityFunc(sample.Sample, self.assertSamplesEqual)
def assertSamplesEqualUpToTimestamp(self, a, b, msg=None):
"""Assert that two samples are equal, ignoring timestamp differences."""
self.assertEqual(a.metric, b.metric, msg or
'Samples %s and %s have different metrics' % (a, b))
if isinstance(a.value, float) and isinstance(b.value, float):
self.assertAlmostEqual(
a.value, b.value, msg=msg or
'Samples %s and %s have different values' % (a, b))
else:
self.assertEqual(
a.value, b.value, msg or
'Samples %s and %s have different values' % (a, b))
self.assertEqual(a.unit, b.unit, msg or
'Samples %s and %s have different units' % (a, b))
self.assertDictEqual(a.metadata, b.metadata, msg or
'Samples %s and %s have different metadata' % (a, b))
# Deliberately don't compare the timestamp fields of the samples.
def assertSampleListsEqualUpToTimestamp(self, a, b, msg=None):
"""Compare two lists of samples.
Sadly, the builtin assertListsEqual will only use Python's
built-in equality predicate for testing the equality of elements
in a list. Since we compare lists of samples a lot, we need a
custom test for that.
"""
self.assertEqual(len(a), len(b),
msg or 'Lists %s and %s are not the same length' % (a, b))
for i in range(len(a)):
self.assertIsInstance(a[i], sample.Sample,
msg or ('%s (item %s in list) is '
'not a sample.Sample object' %
(a[i], i)))
self.assertIsInstance(b[i], sample.Sample,
msg or ('%s (item %s in list) is '
'not a sample.Sample object' %
(b[i], i)))
try:
self.assertSamplesEqualUpToTimestamp(a[i], b[i], msg=msg)
except self.failureException as ex:
ex.message = str(ex) + (' (was item %s in list)' % i)
ex.args = (ex.message,)
raise ex
def assertSampleInList(self, a, b, msg=None): # pylint:disable=invalid-name
"""Assert that sample a is in list b (up to timestamp)."""
found = False
for s in b:
try:
self.assertSamplesEqualUpToTimestamp(a, s, msg=msg)
except self.failureException:
continue
found = True
if not found:
msg = msg or f'{a} not found in {b}.'
raise AssertionError(msg)
def assertDiskMounts(benchmark_config, mount_point):
"""Test whether a disk mounts in a given configuration.
Sets up a virtual machine following benchmark_config and then tests
whether the path mount_point contains a working disk by trying to
create a file there. Returns nothing if file creation works;
otherwise raises an exception.
Args:
benchmark_config: a dict in the format of
benchmark_spec.BenchmarkSpec. The config must specify exactly
one virtual machine.
mount_point: a path, represented as a string.
Raises:
RemoteCommandError if it cannot create a file at mount_point and
verify that the file exists.
AssertionError if benchmark_config does not specify exactly one
virtual machine.
"""
assert len(benchmark_config['vm_groups']) == 1
vm_group = next(six.itervalues(benchmark_config['vm_groups']))
assert vm_group.get('num_vms', 1) == 1
m = mock.MagicMock()
m.BENCHMARK_NAME = _BENCHMARK_NAME
config_spec = benchmark_config_spec.BenchmarkConfigSpec(
_BENCHMARK_NAME, flag_values=flags.FLAGS, **benchmark_config)
spec = benchmark_spec.BenchmarkSpec(
m, config_spec, _BENCHMARK_UID)
with spec.RedirectGlobalFlags():
try:
spec.ConstructVirtualMachines()
spec.Provision()
vm = spec.vms[0]
test_file_path = os.path.join(mount_point, 'test_file')
vm.RemoteCommand('touch %s' % test_file_path)
# This will raise RemoteCommandError if the test file does not
# exist.
vm.RemoteCommand('test -e %s' % test_file_path)
finally:
spec.Delete()
|
984,574 | 4a90ae1b3df5b79ef329fbd9fa34e8bb440900fc | from django.urls import path
from . import views
# path(route, view[, kwargs, name])
# route is string that contains URL pattern. doesn't search GET/POST params ie mysite.com/polls/?page=3
# view calls the function from views.py with an HttpRequest object and any values from the route
# name allows referencing
# namespacing to make sure django goes to the right view if apps share the same name
app_name = 'polls'
urlpatterns = [
path('', views.index, name='index'),
path('<int:question_id>/', views.detail, name='detail'),
path('<int:question_id>/results/', views.results, name='results'),
path('<int:question_id>/vote/', views.vote, name='vote'),
] |
984,575 | 2cb3e54962db55c56e02beb490712781ab5af927 | import pytest
import pandas as pd
import numpy as np
import pyarrow as pa
from ray.air.constants import TENSOR_COLUMN_NAME
from ray.air.util.data_batch_conversion import convert_batch_type_to_pandas
from ray.air.util.data_batch_conversion import convert_pandas_to_batch_type
from ray.air.util.data_batch_conversion import DataType
from ray.air.util.tensor_extensions.pandas import TensorArray
from ray.air.util.tensor_extensions.arrow import ArrowTensorArray
def test_pandas_pandas():
input_data = pd.DataFrame({"x": [1, 2, 3]})
expected_output = input_data
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
assert convert_pandas_to_batch_type(actual_output, type=DataType.PANDAS).equals(
input_data
)
def test_numpy_pandas():
input_data = np.array([1, 2, 3])
expected_output = pd.DataFrame({TENSOR_COLUMN_NAME: TensorArray([1, 2, 3])})
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
assert np.array_equal(
convert_pandas_to_batch_type(actual_output, type=DataType.NUMPY), input_data
)
def test_numpy_multi_dim_pandas():
input_data = np.arange(12).reshape((3, 2, 2))
expected_output = pd.DataFrame({TENSOR_COLUMN_NAME: TensorArray(input_data)})
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
assert np.array_equal(
convert_pandas_to_batch_type(actual_output, type=DataType.NUMPY), input_data
)
def test_numpy_object_pandas():
input_data = np.array([[1, 2, 3], [1]], dtype=object)
expected_output = pd.DataFrame({TENSOR_COLUMN_NAME: TensorArray(input_data)})
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
assert np.array_equal(
convert_pandas_to_batch_type(actual_output, type=DataType.NUMPY), input_data
)
def test_dict_fail():
input_data = {"x": "y"}
with pytest.raises(ValueError):
convert_batch_type_to_pandas(input_data)
def test_dict_pandas():
input_data = {"x": np.array([1, 2, 3])}
expected_output = pd.DataFrame({"x": TensorArray(input_data["x"])})
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
output_array = convert_pandas_to_batch_type(actual_output, type=DataType.NUMPY)
assert np.array_equal(output_array, input_data["x"])
def test_dict_multi_dim_to_pandas():
tensor = np.arange(12).reshape((3, 2, 2))
input_data = {"x": tensor}
expected_output = pd.DataFrame({"x": TensorArray(tensor)})
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
output_array = convert_pandas_to_batch_type(actual_output, type=DataType.NUMPY)
assert np.array_equal(output_array, input_data["x"])
def test_dict_pandas_multi_column():
array_dict = {"x": np.array([1, 2, 3]), "y": np.array([4, 5, 6])}
expected_output = pd.DataFrame({k: TensorArray(v) for k, v in array_dict.items()})
actual_output = convert_batch_type_to_pandas(array_dict)
assert expected_output.equals(actual_output)
output_dict = convert_pandas_to_batch_type(actual_output, type=DataType.NUMPY)
for k, v in output_dict.items():
assert np.array_equal(v, array_dict[k])
def test_arrow_pandas():
df = pd.DataFrame({"x": [1, 2, 3]})
input_data = pa.Table.from_pandas(df)
expected_output = df
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
assert convert_pandas_to_batch_type(actual_output, type=DataType.ARROW).equals(
input_data
)
def test_arrow_tensor_pandas():
np_array = np.array([1, 2, 3])
df = pd.DataFrame({"x": TensorArray(np_array)})
input_data = pa.Table.from_arrays(
[ArrowTensorArray.from_numpy(np_array)], names=["x"]
)
expected_output = df
actual_output = convert_batch_type_to_pandas(input_data)
assert expected_output.equals(actual_output)
assert convert_pandas_to_batch_type(actual_output, type=DataType.ARROW).equals(
input_data
)
if __name__ == "__main__":
import sys
sys.exit(pytest.main(["-sv", __file__]))
|
984,576 | 2dc3596d8bd5e720e01035d190cd25fd4df40141 | from create_headers import *
import handle_users
import socket
status_to_path = {
400 : '400.html',
401 : '401.html',
405 : '405.html',
500 : '500.html'
}
def handle_error(user, status, connection_socket, metadata, stamp, request_parsed_data = '') :
if not request_parsed_data :
user.accept_next()
response_headers = ''
payload = ''
transfer_encoding = 'chunked'
close_connection = False
method = ''
if request_parsed_data :
method = request_parsed_data['method']
path = status_to_path[status]
status_line = create_status_line(metadata, status)
content_type_header = 'Content-Type: text/html' + CRLF
content_lenth_header = 'Content-Length:' + str(os.path.getsize(path)) + CRLF
if status == 401 :
response_headers += create_www_authenticate_header()
response_headers = content_type_header + content_lenth_header
message = status_line + response_headers + CRLF
file = open(path, 'rb')
payload = file.read(os.path.getsize(path))
while user.Stamp != stamp:
pass
try :
connection_socket.send(message.encode())
if method != 'HEAD' :
connection_socket.send(payload)
user.Stamp += 1
except socket.error as msg :
close_connection = True
return close_connection
|
984,577 | 440b9ed4d02994cd79caa747eb11d2b246b71d24 | import datetime
import io
import pytest
import attr
from unittest import mock
from django.utils import timezone
from django.core.management import call_command
from h1.models import Report as H1Report
from .test_models import new_report
from ..models import SingletonMetadata, Report
is_datetime = attr.validators.instance_of(datetime.datetime)
_next_unique_id = 1
def make_unique_id():
global _next_unique_id
result = _next_unique_id
_next_unique_id += 1
return result
@attr.s
class FakeStructuredScope:
'''
A fake version of the HackerOne StructuredScope object.
'''
asset_identifier = attr.ib(
default='api.example.com',
validator=attr.validators.instance_of(str)
)
asset_type = attr.ib(
default='url',
validator=attr.validators.instance_of(str)
)
eligible_for_bounty = attr.ib(
default=True,
validator=attr.validators.instance_of(bool)
)
@attr.s
class FakeApiReport:
'''
A fake version of the Report object returned by the h1 package.
'''
id = attr.ib(
default=attr.Factory(make_unique_id),
validator=attr.validators.instance_of(int)
)
title = attr.ib(
default='some report',
validator=attr.validators.instance_of(str)
)
created_at = attr.ib(
default=attr.Factory(timezone.now),
validator=is_datetime
)
triaged_at = attr.ib(
default=None,
validator=attr.validators.optional(is_datetime)
)
closed_at = attr.ib(
default=None,
validator=attr.validators.optional(is_datetime)
)
state = attr.ib(
default='new',
validator=attr.validators.in_(H1Report.STATES)
)
structured_scope = attr.ib(
default=attr.Factory(FakeStructuredScope),
validator=attr.validators.optional(
attr.validators.instance_of(FakeStructuredScope))
)
def call_h1sync(*args, reports=None):
if reports is None:
reports = []
with mock.patch('dashboard.h1.find_reports') as mock_find_reports:
mock_find_reports.return_value = reports
out = io.StringIO()
call_command('h1sync', *args, stdout=out)
return out.getvalue(), mock_find_reports
@pytest.mark.django_db
def test_it_does_not_filter_by_last_activity_if_never_synced():
output, mock_find = call_h1sync()
mock_find.assert_called_once_with()
assert 'Last sync' not in output
@pytest.mark.django_db
def test_it_updates_last_synced_at():
assert SingletonMetadata.load().last_synced_at is None
call_h1sync()
assert SingletonMetadata.load().last_synced_at is not None
@pytest.mark.django_db
def test_it_filters_by_last_activity_if_previously_synced():
now = timezone.now()
meta = SingletonMetadata.load()
meta.last_synced_at = now
meta.save()
output, mock_find = call_h1sync()
mock_find.assert_called_once_with(last_activity_at__gt=now)
assert 'Last sync' in output
@pytest.mark.django_db
def test_it_does_not_filter_by_last_activity_if_all_option_is_set():
meta = SingletonMetadata.load()
meta.last_synced_at = timezone.now()
meta.save()
output, mock_find = call_h1sync('--all')
mock_find.assert_called_once_with()
assert 'Last sync' not in output
@pytest.mark.django_db
def test_it_handles_reports_without_structured_scope():
output, _ = call_h1sync(reports=[FakeApiReport(structured_scope=None)])
report = Report.objects.all().first()
assert report.is_eligible_for_bounty is None
assert report.asset_identifier is None
assert report.asset_type is None
@pytest.mark.django_db
def test_it_handles_reports_that_are_not_eligible_for_bounty():
output, _ = call_h1sync(reports=[
FakeApiReport(structured_scope=FakeStructuredScope(
eligible_for_bounty=False))])
assert Report.objects.all().first().is_eligible_for_bounty is False
@pytest.mark.django_db
def test_it_outputs_number_of_records_updated():
output, _ = call_h1sync(reports=[])
assert 'Synchronized 0 records with HackerOne' in output
output, _ = call_h1sync(reports=[FakeApiReport()])
assert 'Synchronized 1 record with HackerOne' in output
output, _ = call_h1sync(reports=[FakeApiReport(), FakeApiReport()])
assert 'Synchronized 2 records with HackerOne' in output
@pytest.mark.django_db
def test_it_updates_reports_in_db():
report = new_report(title='foo')
report.is_false_negative = True
report.save()
call_h1sync(reports=[FakeApiReport(id=report.id, title='bar')])
report.refresh_from_db()
assert report.title == 'bar'
assert report.is_false_negative is True
assert report.is_eligible_for_bounty is True
assert report.asset_identifier == 'api.example.com'
assert report.asset_type == 'url'
@pytest.mark.django_db
def test_it_creates_new_reports_in_db():
call_h1sync(reports=[FakeApiReport(id=91, title='foo')])
report = Report.objects.filter(id=91).first()
assert report.title == 'foo'
|
984,578 | 38c029d9dc2c745843ecfa39a7b3fb2d05a405af | # -*- coding: utf-8 -*-
# Generated by Django 1.11.6 on 2017-11-23 21:22
from __future__ import unicode_literals
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('directorio', '0003_auto_20171121_1414'),
]
operations = [
migrations.RemoveField(
model_name='organizacion',
name='tipo_actividad',
),
migrations.AddField(
model_name='organizacion',
name='tipo_actividad',
field=models.ManyToManyField(to='directorio.TipoActividad', verbose_name='Tipo de Actividad'),
),
]
|
984,579 | a43cbbc59ba5919553ccff1495d7ce70aa069134 | # coding=utf-8
import os
import os.path
import sys
from ast import literal_eval
import locale as Locale
import ipAddress
"""Game config."""
class Config(object):
"""Class for storing config"""
"""Game title:"""
title = "Chivy"
"""Game version:"""
version = "0.6"
"""Configuration, that should be saved and loaded:"""
userConfig = ['locale', 'samplePlayerNames', 'userLevelsDir',
'showFPS', 'userScreenshotsDir',
'fullScreen', 'windowedScreenSize', 'players', 'host', 'botNames',
'minBots', 'maxBots', 'bots', 'minBotSpeed', 'maxBotSpeed', 'botSpeed',
'minPoints', 'maxPoints', 'points',
'boardFilename', 'minTileNumber', 'maxTileNumber', 'tileNumber',
'tiles', 'minTeleports', 'maxTeleports', 'teleports', 'minItemNumber',
'maxItemNumber', 'itemNumber']
"""Localization:"""
locale = Locale.getdefaultlocale()[0]
"""Entry directory:"""
entryDir = os.path.dirname(os.path.abspath(sys.argv[0]))+os.sep
"""Code directory:"""
codeDir = os.path.abspath(__file__)[:-10]
sys.path[0] = codeDir
codeDir += os.sep
"""Images directory:"""
imagesDir = codeDir+".."+os.sep+"images"+os.sep
"""Fonts directory:"""
fontsDir = codeDir+".."+os.sep+"fonts"+os.sep
"""Levels directory:"""
levelsDir = codeDir+".."+os.sep+"levels"+os.sep
"""Fonts directory:"""
fontsDir = codeDir+".."+os.sep+"fonts"+os.sep
"""User's directory:"""
userDir = os.path.expanduser("~"+os.sep+".Chivy"+os.sep)
"""User's levels directory:"""
userLevelsDir = userDir + "levels" + os.sep
"""User's screenshots directory:"""
userScreenshotsDir = userDir + "screenshots" + os.sep
"""Tiled directory:"""
tiledDir = codeDir+".."+os.sep+"tiled"+os.sep
"""Translations directory:"""
translationsDir = codeDir+".."+os.sep+"translations"+os.sep
"""Sprite size:"""
spriteSize = 128
"""Sample player names:"""
samplePlayerNames = ["Michał", "Ewa", "Szymon", "Bob", "Alice", "Jacek", "Placek", "Luna", "Hermiona", "Ginny"]
"""Bot names:"""
botNames = [".:^LoL bOt^:.", "c_style_bot", "camelCaseBot", "h^bot", "#@$!!&^*", "CONSTANT_BOT" ]
"""Show FPS?"""
showFPS = False
"""Screen size:"""
#screenSize = 1280,800
#screenSize = 1024,756
screenSize = 800,600
#screenSize = 640,480
"""Windowed screen size:"""
windowedScreenSize = 800,600
"""Full screen mode:"""
fullScreen = True
#fullScreen = False
"""Debug:"""
dbg = False
#dbg = True
class PlayerConfig(object):
def __init__(self, name="Player", color="red", playing=True):
self.name = name
self.color = color
self.playing = playing
"""Players: (list of dict with keys: name(stirng), color(string), playing(bool), prefferedKeybindings(int), speed(float) )"""
players = [ {"name":"Michał", "color":"green", "prefferedKeybindings":0, "playing":True, "speed":1.0},
{"name":"Ewa", "color":"red", "prefferedKeybindings":1, "playing":True, "speed":1.0},
{"name":"Szymon", "color":"blue", "prefferedKeybindings":2, "playing":False, "speed":1.0},
{"name":"Bob", "color":"black", "prefferedKeybindings":3, "playing":False, "speed":1.0}]
"""Host:"""
host = "localhost"
"""Server address:"""
serverAddress = ipAddress.getIpAddress()
"""Point limit:"""
minPoints = 10
maxPoints = 400
points = 100
"""Number of bots:"""
minBots = 0
maxBots = 6
bots = 3
"""Bot speed:"""
minBotSpeed = 1
maxBotSpeed = 6
botSpeed = 3
"""Board filename: (None value indicates that board should be generated)"""
boardFilename = None
"""Number of tiles:"""
minTileNumber = 10
maxTileNumber = 500
tileNumber = 100
"""Tiles:"""
tiles = "++TTIL"
"""Number of teleports:"""
minTeleports = 0
maxTeleports = 10
teleports=3
"""Number of non-teleport items on board:"""
minItemNumber = 0
maxItemNumber = 50
itemNumber = 4
@staticmethod
def update():
if not Config.fullScreen:
Config.screenSize = Config.windowedScreenSize
@staticmethod
def saveConfig():
import pprint
pp = pprint.PrettyPrinter(indent=4)
config = {}
userDir = Config.userDir
for c in Config.userConfig:
config[c] = Config.__dict__[c]
try:
if not os.path.isdir(userDir):
os.makedirs(userDir)
f = open(userDir+"config.py", 'w')
f.write(pp.pformat(config))
f.close()
except Exception,e:
print(e)
@staticmethod
def loadConfig(fileName=None):
"""Passing None for fileName will use default userDir+"config.py". """
if not fileName:
fileName = Config.userDir + "config.py"
try:
config = literal_eval( (open(fileName).read()) )
except Exception,e:
print(e)
return
for c in Config.userConfig:
if c in config:
setattr(Config, c, config[c])
Config.update()
#print(codeDir)
Config.loadConfig()
|
984,580 | cefcb324a9ae51657dbcf36a49fbd2745430cb9b | # Copyright 2019, Rigetti Computing
#
# This source code is licensed under the Apache License, Version 2.0 found in
# the LICENSE.txt file in the root directory of this source tree.
import os
from abc import ABCMeta, abstractmethod
from itertools import product
from typing import Callable
import gym
import gym.spaces
import networkx as nx
import numpy as np
from pyquil import get_qc
from pyquil.api import QuantumComputer
from pyquil.api._qac import AbstractCompiler
from pyquil.device import NxDevice
from pyquil.gates import I, RX, RY, RZ, CNOT, MEASURE, RESET
from pyquil.pyqvm import PyQVM
from pyquil.quil import Program, Pragma
from pyquil.quilbase import Gate
from pyquil.unitary_tools import all_bitstrings
NUM_ANGLES = 8 # discrete actions involve rotation by multiples of 2*pi/NUM_ANGLES
NUM_SHOTS = 10 # how many measurement shots to use? for a N qubit problem this produces N*NUM_SHOTS bits of data
MAX_PROGRAM_LENGTH = 25 # limit to the number of actions taken in a given episode
QPU_NAME = "Aspen-4-16Q-A"
class MinimalPyQVMCompiler(AbstractCompiler):
def quil_to_native_quil(self, program):
return program
def native_quil_to_executable(self, nq_program):
return nq_program
def bitstring_index(bitstring):
"Recover an integer from its bitstring representation."
return int("".join(map(str, bitstring)), 2)
def lift_bitstring_function(n, f):
"""Lifts a function defined on single bitstrings to arrays of bitstrings.
Args:
n: The number of bits in the bitsring.
f: The bitstring function, which produces a float value.
Returns:
A function which, given a K x n array of 0/1 values, returns the
mean of f applied across the K rows.
"""
bss = all_bitstrings(n).astype(np.float64)
vals = np.apply_along_axis(f, 1, bss)
# normalize to be between 0 and 1
m, M = np.min(vals), np.max(vals)
if np.isclose(m, M):
vals[:] = 0.5
else:
vals -= m
vals *= 1 / (M - m)
def _fn(bitstrings):
indices = np.apply_along_axis(bitstring_index, 1, bitstrings)
return np.mean(vals[indices])
return _fn
class ProblemSet(metaclass=ABCMeta):
"""Base class representing an abstract problem set."""
@property
@abstractmethod
def num_problems(self) -> int:
"The number of problems in the problem set."
pass
@property
@abstractmethod
def num_variables(self) -> int:
"The number of variables in any problem."
pass
@abstractmethod
def problem(self, i: int) -> np.ndarray:
"An array representing the ith problem."
pass
@abstractmethod
def bitstrings_score(self, i: int) -> Callable[[np.ndarray], float]:
"The scoring function associated with problem i."
pass
class AllProblems(ProblemSet):
"""A problem set of combinatorial optimization problems.
Args:
weights: A numpy array of weight matrices. weights[k,i,j] is the
coupling between vertex i and j in the kth problem.
labels: A list of string labels, either 'maxcut', 'maxqp', or 'qubo'.
"""
def __init__(self, weights, labels):
assert len(weights.shape) == 3
assert weights.shape[1] == weights.shape[2]
assert len(weights) == len(labels)
self._weights = weights
self._labels = labels
def num_problems(self):
return self._weights.shape[0]
def num_variables(self):
return self._weights.shape[1]
def problem(self, i):
# due to the symmetry of these problems, we only need to observe the upper triangular entries
upper = np.triu_indices(self._weights.shape[1])
return self._weights[i, :, :][upper]
def bitstrings_score(self, i):
W = self._weights[i, :, :]
n = W.shape[0]
if self._labels[i] == "maxcut":
def cutweight(bitstring):
return sum(
(
W[i, j]
for i in range(n)
for j in range(n)
if bitstring[i] != bitstring[j]
),
0.0,
)
return lift_bitstring_function(n, cutweight)
elif self._labels[i] == "maxqp":
def quadratic(x):
z = 2 * x - 1
return np.dot(z.T, np.dot(W, z))
return lift_bitstring_function(n, quadratic)
elif self._labels[i] == "qubo":
def quadratic(x):
return np.dot(x.T, np.dot(-W, x))
return lift_bitstring_function(n, quadratic)
class ForestDiscreteEnv(gym.Env):
"""The Rigetti Forest environment.
This implements a Gym environment for gate-based quantum computing with
problem-specific rewards on the Rigetti hardware.
Attributes:
observation: A np.array, formed by concatenating observed bitstring values
with a vector containing the problem weights.
observation_space: The (continuous) set of possible observations.
action space: The space of discrete actions.
instrs: A table mapping action IDs to PyQuil gates.
Args:
data: A path to a numpy dataset.
label: Either a path to a dataset of labels, or a single label value.
shuffle: A flag indicating whether the data should be randomly shuffled.
qpu: A flag indicating whether to run on the qpu given by QPU_NAME.
"""
def __init__(self, data, label, shuffle=False, qpu=False):
weights = np.load(data)
n_graphs = len(weights)
# read labels from file, or as single label
if os.path.exists(label):
labels = np.load(label)
else:
labels = [label for _ in range(n_graphs)]
if shuffle:
self._shuffled_order = np.random.permutation(n_graphs)
weights = weights[self._shuffled_order]
labels = labels[self._shuffled_order]
self.pset = AllProblems(weights, labels)
self.num_qubits = self.pset.num_variables()
qubits = list(range(self.num_qubits))
angles = np.linspace(0, 2 * np.pi, NUM_ANGLES, endpoint=False)
self.instrs = [CNOT(q0, q1) for q0, q1 in product(qubits, qubits) if q0 != q1]
self.instrs += [
op(theta, q) for q, op, theta in product(qubits, [RX, RY, RZ], angles)
]
self.action_space = gym.spaces.Discrete(len(self.instrs))
obs_len = NUM_SHOTS * self.num_qubits + len(self.pset.problem(0))
self.observation_space = gym.spaces.Box(
np.full(obs_len, -1.0), np.full(obs_len, 1.0), dtype=np.float32
)
self.reward_threshold = 0.8
self.qpu = qpu
if qpu:
self._qc = get_qc(QPU_NAME)
else:
self._qc = QuantumComputer(
name="qvm",
qam=PyQVM(n_qubits=self.num_qubits),
device=NxDevice(nx.complete_graph(self.num_qubits)),
compiler=MinimalPyQVMCompiler(),
)
self.reset()
def reset(self, problem_id=None):
"""Reset the state of the environment.
This clears out whatever program you may have assembled so far, and
updates the active problem.
Args:
problem_id: The numeric index of the problem (relative to the problem set).
If None, a random problem will be chosen.
"""
if problem_id is None:
problem_id = np.random.randint(0, self.pset.num_problems())
self.problem_id = problem_id
self._prob_vec = self.pset.problem(self.problem_id)
# the scoring function (for reward computation)
self._prob_score = self.pset.bitstrings_score(self.problem_id)
# we put some trivial gates on each relevant qubit, so that we can
# always recover the problem variables from the program itself
self.program = Program([I(q) for q in range(self.num_qubits)])
self.current_step = 0
self.running_episode_reward = 0
self.bitstrings, info = self._run_program(self.program)
return self.observation
@property
def observation(self):
"""Get the current observed quantum + problem state."""
# This consists of two things:
# - the measured bitstrings
# - the vectorized representation of the optimization problem
#
# In particular, the first 10*NUM_SHOTS (i.e. 100) entries are measured
# qubit values. The remaining entries are the weights of the problem
# graph.
return np.concatenate([self.bitstrings.flatten(), self._prob_vec])
def step(self, action):
"""Advance the environment by performing the specified action."""
# get the instruction indicated by the action
instr = self.instrs[action]
# extend the program
self.program.inst(instr)
# run and get some measured bitstrings
self.bitstrings, info = self._run_program(self.program)
# compute the avg score of the bitstrings
reward = self._prob_score(self.bitstrings)
self.running_episode_reward += reward
info["instr"] = instr
info["reward-nb"] = reward
self.current_step += 1
# are we done yet?
done = False
if self.current_step >= MAX_PROGRAM_LENGTH:
done = True
if reward >= self.reward_threshold:
reward += MAX_PROGRAM_LENGTH - self.current_step
done = True
return self.observation, reward, done, info
def _wrap_program(self, program):
# the actions select gates. but a pyquil program needs a bit more
# namely, declaration of classical memory for readout, and suitable
# measurement instructions
ro = program.declare("ro", "BIT", self.num_qubits)
for q in range(self.num_qubits):
program.inst(MEASURE(q, ro[q]))
program.wrap_in_numshots_loop(NUM_SHOTS)
return program
def _run_program(self, program):
program = program.copy()
if self.qpu:
# time to go through the compiler. whee!
pragma = Program([Pragma("INITIAL_REWIRING", ['"PARTIAL"']), RESET()])
program = pragma + program
program = self._wrap_program(program)
nq_program = self._qc.compiler.quil_to_native_quil(program)
gate_count = sum(1 for instr in nq_program if isinstance(instr, Gate))
executable = self._qc.compiler.native_quil_to_executable(nq_program)
results = self._qc.run(executable=executable)
else:
program = self._wrap_program(program)
gate_count = len(program)
results = self._qc.run(program)
info = {"gate_count": gate_count} # compiled length for qpu, uncompiled for qvm
return results, info
def render(self, mode="human"):
raise NotImplementedError(
"Rendering of this environment not currently supported."
)
def seed(self, seed):
np.random.seed(seed)
|
984,581 | bd8babdd16d82ac15dad352527fe06b676fed9f9 | import os.path
import urllib.request as req
import pandas as pd
from sklearn import svm, metrics
from sklearn.model_selection import train_test_split
# urlopen()으로 데이터 수집
url = "https://raw.githubusercontent.com/pandas-dev/pandas/master/pandas/tests/data/iris.csv"
file = 'iris2'
if not os.path.exists('iris2'):
print("Download Data")
req.urlretrieve(url, file)
# 붓꽃의 CSV 데이터 읽어 들이기
csv = pd.read_csv(file)
csv_data = csv[["SepalLength","SepalWidth","PetalLength","PetalWidth"]]
csv_label = csv["Name"]
train_data, test_data, train_label,test_label = \
train_test_split(csv_data,csv_label, test_size=0.25)
clf = svm.SVC()
clf.fit(train_data, train_label)
pre = clf.predict(test_data)
ac_score = metrics.accuracy_score(test_label, pre)
print("정답률 =", ac_score) |
984,582 | 8325b95ae623067a94790437d8159a0f9a6e02f3 | import cv2
import numpy as np
from annotate.mask import Mask
from image_handlers import ImageHandler
class CannyEdgeDetector(ImageHandler):
def apply(self, image_np):
edges = cv2.Canny(cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY), 100, 200)
ret, thresh = cv2.threshold(edges, 127, 255, cv2.THRESH_BINARY_INV)
return cv2.cvtColor(thresh, cv2.COLOR_GRAY2BGR)
class CannyEdgeEnhancer(ImageHandler):
def apply(self, image_np):
edges = cv2.Canny(cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY), 100, 200)
ret, thresh = cv2.threshold(edges, 127, 255, cv2.THRESH_BINARY_INV)
mask = Mask(np.squeeze(thresh))
return mask.apply(image_np)
class Laplacian(ImageHandler):
def apply(self, image_np):
gray = cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY)
edges = cv2.Laplacian(gray, cv2.CV_64F)
ret, thresh = cv2.threshold(edges, 8, 255, cv2.THRESH_BINARY_INV)
opened = cv2.morphologyEx(thresh.astype(np.uint8), cv2.MORPH_OPEN, (5, 5))
return cv2.cvtColor(opened, cv2.COLOR_GRAY2BGR)
class LaplacianEnhancer(ImageHandler):
def apply(self, image_np):
gray = cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY)
edges = cv2.Laplacian(gray, cv2.CV_64F)
ret, thresh = cv2.threshold(edges, 8, 255, cv2.THRESH_BINARY_INV)
opened = cv2.morphologyEx(thresh.astype(np.uint8), cv2.MORPH_OPEN, (7, 7))
mask = Mask(opened)
return mask.apply(image_np)
class SobelX(ImageHandler):
def apply(self, image_np):
gray = cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY)
edges = cv2.Sobel(gray, cv2.CV_64F, 1, 0, ksize=3)
# ret, thresh = cv2.threshold(edges, 8, 255, cv2.THRESH_BINARY_INV)
# opened = cv2.morphologyEx(thresh.astype(np.uint8), cv2.MORPH_OPEN, (5, 5))
return cv2.cvtColor(edges.astype(np.uint8), cv2.COLOR_GRAY2BGR)
class SobelXEnhancer(ImageHandler):
def apply(self, image_np):
gray = cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY)
edges = cv2.Sobel(gray, cv2.CV_64F, 1, 0, ksize=3)
ret, thresh = cv2.threshold(edges, 8, 255, cv2.THRESH_BINARY_INV)
opened = cv2.morphologyEx(thresh.astype(np.uint8), cv2.MORPH_OPEN, (3, 3))
mask = Mask(opened)
return mask.apply(image_np)
class SobelY(ImageHandler):
def apply(self, image_np):
gray = cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY)
edges = cv2.Sobel(gray, cv2.CV_64F, 0, 1, ksize=3)
# ret, thresh = cv2.threshold(edges, 8, 255, cv2.THRESH_BINARY_INV)
# opened = cv2.morphologyEx(thresh.astype(np.uint8), cv2.MORPH_OPEN, (5, 5))
return cv2.cvtColor(edges.astype(np.uint8), cv2.COLOR_GRAY2BGR)
class SobelYEnhancer(ImageHandler):
def apply(self, image_np):
gray = cv2.cvtColor(image_np, cv2.COLOR_BGR2GRAY)
edges = cv2.Sobel(gray, cv2.CV_64F, 0, 1, ksize=3)
ret, thresh = cv2.threshold(edges, 8, 255, cv2.THRESH_BINARY_INV)
opened = cv2.morphologyEx(thresh.astype(np.uint8), cv2.MORPH_OPEN, (3, 3))
mask = Mask(opened)
return mask.apply(image_np)
|
984,583 | 1b8d19efe8d76949d61cff2b60e7aace9c858cfd | from tkinter import *
from tkinter import ttk
from views.programacion_lineal import *
from views.ruta_critica import *
from tkinter import messagebox
from views.index import *
if __name__ == "__main__":
principal=Tk()
ancho_programa=816
alto_programa=490
ancho_pantalla=principal.winfo_screenwidth()
alto_pantalla=principal.winfo_screenheight()
posicion_x=(ancho_pantalla/2)-(ancho_programa/2)
posicion_y=(alto_pantalla/2)-(alto_programa/2)
principal.geometry("%dx%d+%d+%d"%(ancho_programa,alto_programa,posicion_x,posicion_y))
principal.resizable(False,False)
index=Index(principal)
principal.title("Módulo de Investigación de Operaciones")
principal.config(menu=index.mi_menu)
def salir():
if messagebox.askokcancel("Salir de IO Tools","¿Está seguro que desea salir?"):
principal.quit()
principal.destroy()
principal.protocol("WM_DELETE_WINDOW",salir)
principal.mainloop()
|
984,584 | 00c55e7ef8e37bca0e2cd6406e5d144f7630be78 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from naoqi import ALProxy
from naoconfig import *
import math
proxyMo = ALProxy('ALMotion',robot_IP,robot_port)
proxySonar = ALProxy("ALSonar",robot_IP,robot_port)
proxySonar.subscribe("my_sonar")
proxyMem = ALProxy("ALMemory",robot_IP,robot_port)
def servo_off():
global proxyMo
proxyMo.stiffnessInterpolation('Body', 0.0, 1.0)
def servo_on():
global proxyMo
proxyMo.stiffnessInterpolation('Body', 1.0, 1.0)
def walk_to(x,y,theta):
global proxyMo
proxyMo.walkTo(x, y, theta)
def forward(x):
walk_to(x,0.0,0.0)
def turn_left(angle):
walk_to(0.0,0.0,angle*math.pi/180.0)
def turn_right(angle):
walk_to(0.0,0.0,-angle*math.pi/180.0)
def get_sonar_l():
return proxyMem.getData("Device/SubDeviceList/US/Left/Sensor/Value")
def get_sonar_r():
return proxyMem.getData("Device/SubDeviceList/US/Right/Sensor/Value")
|
984,585 | 9fbe4192d7b5cdd501b6f45b9acafedf02570cba | import os
from nltk.corpus import stopwords
from nltk.tokenize import word_tokenize, sent_tokenize
import re
import email
replace_no_space = re.compile('(\.)|(;)|(:)|(!)|(\')|(\?)|(,)|(\")|(\()|(\))|(\[)|(])|(>)|(<)')
replace_with_space = re.compile('(-)|(\t)')
english_stop_words = stopwords.words('english')
# Token types: sentence, word, or none
# Create_labels and remove_stop_words are booleans
def process(data_path, token_type, create_labels, remove_stop_words, by_author=False, n=None):
"""
Takes a data_path and assumes data is structured as:
data_path
employee_1
sent_items
email_file_1
...
employee_2
sent_items
email_file_1
...
...
Will return metadata for each email.
:param str data_path: absolute path to the root folder for emails
:return list<dict>: list of email metadata
"""
email_metadata = []
employees = os.listdir(data_path)
for e in employees[0:n]:
folders = os.listdir(data_path + '/' + e)
for f in folders:
if f == 'sent_items':
emails = os.listdir(data_path + '/' + e + '/' + f)
for email in emails:
email_location = data_path + '/' + e + '/' + f + '/' + email
if os.path.isfile(email_location):
extracted = extract_metadata(email_location, token_type, create_labels, remove_stop_words)
extracted['author'] = e
if 'body' in extracted and len(extracted['body']) and not extracted['subject'].lower().startswith('re ') and not extracted['subject'].lower() == 're' and not extracted['subject'].lower().startswith('fw'):
email_metadata.append(extracted)
if by_author:
result = {}
for email in email_metadata:
if email['author'] in result:
result[email['author']].append(email)
else:
result[email['author']] = [email]
return result
return email_metadata
def extract_metadata(file_name, token_type, create_labels, remove_stop_words):
"""
Will extract metadata from an email.
:param str file_name: absolute file path to email
:return dict: email metadata containing id, subject, body
"""
metadata = {'file': file_name}
with open(file_name, 'r') as file:
rows = file.readlines()
rules = [
['Message-ID:', 'id'],
['Subject:', 'subject'],
]
for (index, row) in enumerate(rows):
row = row.lstrip('> \t')
for (pattern, prop) in rules:
if row.startswith(pattern):
metadata[prop] = row.replace(pattern,'')
if 'body' not in metadata:
if row.startswith('\n'):
metadata['body'] = '\n'.join(rows[index:])
elif '-----Original Message-----' in row:
del metadata['body']
if 'body' in metadata:
if create_labels:
metadata['label'] = create_label(metadata['body'])
metadata['original_body'] = metadata['body']
metadata['body'] = clean_text(metadata['body'], token_type, remove_stop_words)
clean_subject = cleanse(metadata['subject'])
metadata['subject'] = '' if clean_subject.count(' ') == len(clean_subject) else clean_subject
return metadata
def cleanse(text):
cleansed_text = replace_with_space.sub(" ", replace_no_space.sub("", text)).replace('\n', ' ').strip(' \t\n\r')
cleansed_text = cleansed_text.split('******************************************************', 1)[0]
cleansed_text = cleansed_text.split(' _____________________________________________________', 1)[0]
cleansed_text = cleansed_text.split('Original Message', 1)[0]
return cleansed_text
def strip_stop_words(text, remove_stop_words):
if not remove_stop_words:
return text
return [t for t in text if t not in english_stop_words]
def clean_text(text_body, token_type, remove_stop_words):
def func(text):
return strip_stop_words(word_tokenize(cleanse(text)), remove_stop_words)
# Remove email signature?
if token_type == "sentence":
return [' '.join(func(sentence)) for sentence in sent_tokenize(text_body)]
# return [' '.join(strip_stop_words(word_tokenize(cleanse(sentence)), remove_stop_words)) for sentence in sent_tokenize(text_body)]
elif token_type == 'word':
return func(text_body)
# return strip_stop_words(word_tokenize(cleanse(text_body)), remove_stop_words)
elif token_type == 'none':
return ' '.join(func(text_body))
# return ' '.join(strip_stop_words(word_tokenize(cleanse(text_body)), remove_stop_words))
return None
def create_label(text_body):
labels = [
('Please see the attached', ['attachment', 'attached', 'attaching', 'please see', 'look at', 'take a look at',
'enclosed', '.xls>>', '.xls >>', '.xls >>', '.doc>>', '.doc >>', '.doc >>',
'.docx>>', '.docx >>', '.docx >>', '.pdf>>', '.pdf >>', '.pdf >>']),
('<Entity> Announcement/Update/Feedback', ['feedback', 'update', 'memo', 'announcement', 'by the way', 'btw',
'now', 'urgent', 'note']),
('<Entity> Report/Information/Summary', ['info', 'summary', 'report', 'summarize', ]),
('<Entity> Request/Approval/Review', ['review', 'approval', 'needs', 'need', 'request', 'would like',
'let me know', 'lmk']),
('<Entity> Confirmation', ['confirm', 'i will', 'verify', 'can do']),
('<Entity> Question', ['what is', 'what are', 'what else', 'why', 'how', 'when', 'is there']),
('Favor to ask you', ['favor', 'can you', 'would you', 'please']),
('<Entity> Suggestion/Recommendation', ['suggestion', 'recommendation']),
('<Entity> Meeting', ['meeting', 'schedule', 'meet']),
('<Entity> Proposal', ['proposal']),
('Out of office',
['out of office', 'ooo', 'on holiday', 'on vacation', 'not be in the office', 'not be in office',
'n\'t be in office', 'n\'t be in the office', 'not in office']),
('Thank You', ['thanks,', 'thank you']),
('Other/<Entity>', ['']),
]
message = text_body.lower()
for (index, (label, rules)) in enumerate(labels):
for rule in rules:
if rule in message:
return index
|
984,586 | a760f2eb48471d6e3890451e7c339f5e45ff73e2 | from scripts.common import *
from scripts import module_generator
from scripts import plugin_generator
ENGINE_VERSION = "4.23"
def get_uproject_source(name, modules):
# todo expose engine version into settings
uproject_source = ('{\n' +
' "FileVersion": 3,\n' +
' "EngineAssociation": "' + ENGINE_VERSION + '",\n' +
' "Category": "",\n' +
' "Description": "",\n' +
' "Modules": [\n')
uproject_source += (' {\n' +
' "Name": "'+name+'",\n' +
' "Type": "Runtime",\n' +
' "LoadingPhase": "Default"\n' +
' }')
for module in modules:
uproject_source += ',\n'
uproject_source += (' {\n' +
' "Name": "'+module.name+'",\n' +
' "Type": "Runtime",\n' +
' "LoadingPhase": "Default"\n' +
' }')
uproject_source += ('\n ]\n' + '}\n')
return Source(name+".uproject", uproject_source)
def get_source_directory(name, modules=[]):
module_dir = module_generator.get_module_directory(
name, False, is_primary=True, dependencies=[module.name for module in modules])
module_dir.files.extend([
Source(name+"GameModeBase.h", '#pragma once\n' +
'#include "CoreMinimal.h"\n' +
'#include "GameFramework/GameModeBase.h"\n' +
'//\n' +
'#include "'+name+'GameModeBase.generated.h"\n' +
'UCLASS()\n' +
'class '+name.upper()+'_API A'+name+'GameModeBase : public AGameModeBase\n' +
'{\n' +
' GENERATED_BODY()\n' +
'};\n'),
Source(name+"GameModeBase.cpp", '#include "'+name+'GameModeBase.h"\n'),
])
modules.append(module_dir)
return Directory("Source", [
Source(name+".Target.cs", 'using UnrealBuildTool;\n' +
'using System.Collections.Generic;\n' +
'public class '+name+'Target : TargetRules\n' +
'{\n' +
' public '+name+'Target(TargetInfo Target) : base(Target)\n' +
' {\n' +
' Type = TargetType.Game;\n' +
' ExtraModuleNames.AddRange( new string[] { "'+name+'" } );\n' +
' }\n' +
'}\n'),
Source(name+'Editor.Target.cs', 'using UnrealBuildTool;\n' +
'using System.Collections.Generic;\n' +
'public class '+name+'EditorTarget : TargetRules\n' +
'{\n' +
' public '+name+'EditorTarget(TargetInfo Target) : base(Target)\n' +
' {\n' +
' Type = TargetType.Editor;\n' +
' ExtraModuleNames.AddRange( new string[] { "'+name+'" } );\n' +
' }\n' +
'}\n')
], modules)
def get_project_directory(name, modules=[], plugins=[]):
uproject_source = get_uproject_source(name, modules)
return Directory(name, [uproject_source, ], [
Directory("Config"),
Directory("Content"),
Directory("Plugins", [], plugins),
get_source_directory(name, modules)
])
def get_modules(items):
modules = []
for module_name in items:
modules.append(module_generator.get_module_directory(module_name))
return modules
def get_plugins(items, is_shader_plugin):
plugins = []
for plugin_item in items:
if not isinstance(plugin_item, dict):
plugins.append(
plugin_generator.get_plugin_directory(plugin_item, is_shader_plugin, []))
else:
plugins.append(
plugin_generator.get_plugin_directory_json(plugin_item))
return plugins
def get_project_directory_json(json_data):
modules = []
project_name = json_data["name"]
plugins = []
print("PARSING MODULES")
try:
modules.extend(get_modules(json_data["modules"]))
except Exception as e:
print(e)
print("PARSING PLUGINS")
try:
plugins.extend(get_plugins(json_data["plugins"], False))
except Exception as e:
print(e)
print("PARSING SHADER PLUGINS")
try:
plugins.extend(get_plugins(json_data["shader_plugins"], True))
except Exception as e:
print(e)
return get_project_directory(project_name, modules, plugins)
|
984,587 | ab7bafb0426458063afef4325a12303d6eddbc0c | """
Data generators for loading training, validation and test data sets
"""
import numpy as np
from keras.utils import Sequence, to_categorical
from datetime import datetime
class DataGenerator(Sequence):
"""
Data Generator to load training, validation and test batches
"""
def __init__(self, trip_data, weather_data, taxizone_data, zone_ids,
generator_type='duration',
num_features=68, batch_size=128, limit_batches=0,
label=None, debug=False):
"""
:param df:
:param data_dir:
:param data_file:
:param batch_size:
"""
self.num_features = num_features
self.num_outputs = 1
self.batch_size = batch_size
self.label = label
self.idx = 0
self.batch_count = 0
self.debug = debug
self.num_batches = int(np.floor(len(trip_data) / self.batch_size))
self.limit_batches = limit_batches if limit_batches < self.num_batches and limit_batches else self.num_batches
self.trip_data = trip_data # tripdata.reset_index().loc[:self.limit_batches * self.batch_size]
self.weather_data = weather_data
self.taxizone_data = taxizone_data
self.generator_type=generator_type
self.zone_ids = zone_ids
if debug:
print('DataGenerator(): generator_type={}, num_batches = {}, batch_size = {}, len(tripdata) = {}'
.format(self.generator_type, self.limit_batches, self.batch_size, len(self.trip_data)))
def __len__(self):
"""
Find number of batches per epoch
"""
return self.limit_batches
def __getitem__(self, batch_num):
"""
Generate one batch of data
:param batch_num:
:return:
"""
batch_data = self.trip_data[batch_num * self.batch_size:(batch_num + 1) * self.batch_size]
X, y = self.__data_generation(batch_data.reset_index())
return X, y
def __data_generation(self, batch_data):
"""
Generates data containing batch_size samples
Input = [
'PULocationLat',
'PULocationLong',
'DOLocationLat',
'DOLocationLong',
'Euclidean distance',
'Precipitation',
'PUDayOfWeek' (one-hot encoding),
'PUMonthDate' (one-hot encoding),
'PUHour' (one-hot encoding)
]
Output = [
'Duration' '
]
:param index: list
"""
X = np.zeros((self.batch_size, self.num_features), dtype=float)
y = np.zeros((self.batch_size, self.num_outputs), dtype=float)
for i, sample in batch_data.iterrows():
# Get lat/long of pickup and dropoff locations
PULocation = self.taxizone_data.loc[sample['PULocationID']].centroids
PULocationLong, PULocationLat = PULocation.x, PULocation.y
DOLocation = self.taxizone_data.loc[sample['DOLocationID']].centroids
DOLocationLong, DOLocationLat = DOLocation.x, DOLocation.y
# Get month date, day of week and hours/mins for pickup
PUDateTime = datetime.strptime(sample.tpep_pickup_datetime, '%Y-%m-%d %H:%M:%S')
PUDate = PUDateTime.strftime('%Y-%m-%d')
PUYear, PUMonth, PUMonthDate = PUDate.split('-')
# TODO - Add this to pre-processing of trip data! Some random months in the data!!
if PUYear != '2018' or PUMonth != '06':
continue
PUDayOfWeek = PUDateTime.weekday()
PUTimeHour, PUTimeMinute = datetime.strptime(
sample.tpep_pickup_datetime, '%Y-%m-%d %H:%M:%S'
).strftime('%H:%M').split(':')
# Get precipitation for that day
Precipitation = self.weather_data[self.weather_data['DATE'] == PUDate]['PRCP'].values[0]
X[i] = np.concatenate((np.array([
PULocationLat,
PULocationLong,
DOLocationLat,
DOLocationLong,
abs((PULocationLat - DOLocationLat) ** 2 + abs(PULocationLong - DOLocationLong) ** 2) ** 0.5,
Precipitation
]),
to_categorical(PUDayOfWeek, 7),
to_categorical(PUMonthDate, 31),
to_categorical(PUTimeHour, 24)
))
y[i] = [sample['duration']] if self.generator_type == 'duration' \
else [sample['total_amount'] - sample['tip_amount']]
return X, y
|
984,588 | 0b0d2c5587d9a33f34ca715545457cb591e90164 | import csv
from datetime import datetime
from collections import OrderedDict
import collections
from operator import itemgetter
class DataFrame(object):
@classmethod
def from_csv(cls, file_path, delimiting_character=',', quote_character='"'):
with open(file_path, 'rU') as infile:
reader = csv.reader(infile, delimiter=delimiting_character, quotechar=quote_character)
data = []
for row in reader:
data.append(row)
return cls(list_of_lists=data)
def __init__(self, list_of_lists, header=True):
if header:
duplicate_header=list_of_lists[0]
self.header = list_of_lists[0]
print self.header
temp_data=[]
temp_data_spaces=list_of_lists[1:]
#removing leading and trailing white spaces
for item in temp_data_spaces:
item = [x.strip(' ') for x in item]
temp_data.append(item)
#print temp_data
#checking whether headers are unique if not then throwing exception
if len(duplicate_header)!=len(set(duplicate_header)):
raise Exception("Headers are not unique")
self.data = temp_data
#print self.data
else:
self.header = ['column' + str(index + 1) for index, column in enumerate(list_of_lists[0])]
self.data = list_of_lists
self.sort_data=temp_data
self.data = [OrderedDict(zip(self.header, row)) for row in self.data]
def __getitem__(self, item):
# this is for rows only
if isinstance(item, (int, slice)):
return self.data[item]
# this is for columns only
elif isinstance(item, (str, unicode)):
#BOOLEAN INDEXING
return_data=[]
if item=='Price':
return_data=Series([int(row[item].replace(",","")) for row in self.data])
elif item=='Transaction_date' or item=='Account_Created' or item=='Last_Login':
return_data = Series([datetime.strptime(row[item],'%m/%d/%y %H:%M') for row in self.data])
else:
return_data = Series([row[item]for row in self.data])
#i = 0
#print type(return_data)
return return_data
#return temp_data
# this is for rows and columns
elif isinstance(item, tuple):
if isinstance(item[0], list) or isinstance(item[1], list):
if isinstance(item[0], list):
rowz = [row for index, row in enumerate(self.data) if index in item[0]]
else:
rowz = self.data[item[0]]
if isinstance(item[1], list):
if all([isinstance(thing, int) for thing in item[1]]):
return [[column_value for index, column_value in enumerate([value for value in row.itervalues()]) if index in item[1]] for row in rowz]
elif all([isinstance(thing, (str, unicode)) for thing in item[1]]):
return [[row[column_name] for column_name in item[1]] for row in rowz]
else:
raise TypeError('What the hell is this?')
else:
return [[value for value in row.itervalues()][item[1]] for row in rowz]
else:
if isinstance(item[1], (int, slice)):
return [[value for value in row.itervalues()][item[1]] for row in self.data[item[0]]]
elif isinstance(item[1], (str, unicode)):
return [row[item[1]] for row in self.data[item[0]]]
else:
raise TypeError('I don\'t know how to handle this...')
# only for lists of column names
elif isinstance(item, list):
return [[row[column_name] for column_name in item] for row in self.data]
def get_rows_where_column_has_value(self, column_name, value, index_only=False):
if index_only:
return [index for index, row_value in enumerate(self[column_name]) if row_value==value]
else:
return [row for row in self.data if row[column_name]==value]
# Sorting Function
def sort_by(self,column_name,reverse):
index1 = self.header.index(column_name)
print index1
if (index1==0 or index1==8 or index1==9):
if reverse:
print sorted(self.sort_data,
key=lambda k: datetime.strptime(k[index1], '%m/%d/%y %H:%M'),
reverse=True)
else:
print sorted(self.sort_data,
key=lambda k: datetime.strptime(k[index1], '%m/%d/%y %H:%M'),
reverse=False)
elif index1==2 or index1==10 or index1==11:
self.sort_data_temp=[]
for l in self.sort_data:
temp=str(l[index1])
temp=temp.replace(",","")
l[index1]=float(temp)
self.sort_data_temp.append(l)
if reverse:
print sorted(self.sort_data_temp, key=itemgetter(index1), reverse=True)
else:
print sorted(self.sort_data_temp, key=itemgetter(index1))
else:
if reverse:
print sorted(self.sort_data, key=itemgetter(index1), reverse=True)
else:
print sorted(self.sort_data, key=itemgetter(index1))
class Series(list):
def __init__(self,list_of_values):
self.data=list_of_values
def __eq__(self, other):
ret_list=[]
temp_list=[]
try:
other=datetime.strptime(other,'%m/%d/%y %H:%M')
except:
pass
print type(other)
for item in self.data:
temp_list.append(item==other)
j=0
for i in temp_list.__iter__():
if i:
ret_list.append(df.sort_data[j])
j=j+1
return ret_list
#print ret_list
return ret_list
def __ne__(self, other):
ret_list=[]
temp_list=[]
try:
other=datetime.strptime(other,'%m/%d/%y %H:%M')
except:
pass
for item in self.data:
temp_list.append(item!=other)
j = 0
for i in temp_list.__iter__():
if i:
ret_list.append(df.sort_data[j])
j = j + 1
return ret_list
def __ge__(self, other):
ret_list = []
temp_list=[]
try:
other=datetime.strptime(other,'%m/%d/%y %H:%M')
except:
pass
for item in self.data:
temp_list.append(item >= other)
j = 0
for i in temp_list.__iter__():
if i:
ret_list.append(df.sort_data[j])
j = j + 1
return ret_list
def __le__(self, other):
ret_list = []
temp_list=[]
try:
other=datetime.strptime(other,'%m/%d/%y %H:%M')
except:
pass
for item in self.data:
temp_list.append(item <= other)
j = 0
for i in temp_list.__iter__():
if i:
ret_list.append(df.sort_data[j])
j = j + 1
return ret_list
def __lt__(self, other):
ret_list = []
temp_list=[]
for item in self.data:
temp_list.append(item < other)
j = 0
for i in temp_list.__iter__():
if i:
ret_list.append(df.sort_data[j])
j = j + 1
return ret_list
def __gt__(self, other):
ret_list = []
temp_list=[]
for item in self.data:
temp_list.append(item > other)
j = 0
for i in temp_list.__iter__():
if i:
ret_list.append(df.sort_data[j])
j = j + 1
return ret_list
infile = open('SalesJan2009.csv')
lines = infile.readlines()
lines = lines[0].split('\r')
data = [l.split(',') for l in lines]
things = lines[559].split('"')
data[559] = things[0].split(',')[:-1] + [things[1]] + things[-1].split(',')[1:]
df = DataFrame(list_of_lists=data)
#TASK 1: Checking the Sort Function
print df.sort_by('Name',True)
#TASK 2: Comparison of Columns
print df['Transaction_date']>='1/31/09 21:50'
|
984,589 | 7fc7a9669651f469c820937b5e2ce1ce99d195aa | #https://stackoverflow.com/questions/25149892/how-to-get-the-width-of-text-using-pygame
#https://stackoverflow.com/questions/6339057/draw-a-transparent-rectangle-in-pygame
#https://stackoverflow.com/questions/390250/elegant-ways-to-support-equivalence-equality-in-python-classes#25176504
import pygame, sys, math, ctypes
from pygame.locals import *
from Board import *
files = ["a","b","c","d","e","f","g","h"]
filesDict = {"a": 1, "b": 2,"c": 3,"d": 4,"e": 5,"f": 6,"g": 7,"h": 8}
def get_file(piece):
return filesDict[piece.square.file]
pygame.init()
length = 500
tileSizeX = 9
tileSizeY = 9
DISPLAYSURF = pygame.display.set_mode((length,length))
pygame.display.set_caption("Rudimentary Chess")
WHITE = (255,255,255)
LITEGREY = (200, 200, 200)
GREY = (130, 130, 130)
BLACK = ( 0, 0, 0)
white_pawns = [Pawn(Square(files[i],2),True) for i in range(8)]
white_knights =[Knight(Square("b",1),True),Knight(Square("g",1),True)]
white_bishops =[Bishop(Square("c",1),True),Bishop(Square("f",1),True)]
white_rooks =[Rook(Square("a",1),True),Rook(Square("h",1),True)]
white_queens =[Queen(Square("d",1),True)]
white_king = [King(Square("e",1),True)]
black_pawns = [Pawn(Square(files[i],7),False) for i in range(8)]
black_knights =[Knight(Square("b",8),False),Knight(Square("g",8),False)]
black_bishops =[Bishop(Square("c",8),False),Bishop(Square("f",8),False)]
black_rooks =[Rook(Square("a",8),False),Rook(Square("h",8),False)]
black_queens =[Queen(Square("d",8),False)]
black_king = [King(Square("e",8),False)]
pieces = white_pawns+white_knights+white_bishops+white_rooks+white_queens+white_king+black_pawns+black_knights+black_bishops+black_rooks+black_queens+black_king
board = Board(pieces);
selected_piece = None;
white_turn = True;
promotion = False;
moves = []
def draw_files():
for file in range(1,tileSizeX):
fontObj = pygame.font.Font('freesansbold.ttf', 32)
text = fontObj.render(files[file-1], False, WHITE)
w,h = text.get_width(), text.get_height()
DISPLAYSURF.blit(text,(length/tileSizeX*(file+1/2)-w/2, length/tileSizeX/2-h/2))
def draw_ranks():
for rank in range(1,tileSizeY):
fontObj = pygame.font.Font('freesansbold.ttf', 32)
text = fontObj.render(str(tileSizeY-rank), False, WHITE)
w,h = text.get_width(), text.get_height()
DISPLAYSURF.blit(text,(length/tileSizeX/2-w/2,length/tileSizeY/2+length/tileSizeY*rank-h/2))
def draw_board():
i=0
for square in [[x,y] for x in range(1,9) for y in range(1,9)]:
x, y = length/9*square[0],length/9*square[1]
if i%2==0 and square[0]%2==0:
pygame.draw.rect(DISPLAYSURF, LITEGREY, (x,y,length/9,length/9))
i+=1;
elif i%2!=0 and square[0]%2==0:
pygame.draw.rect(DISPLAYSURF, GREY, (x,y,length/9,length/9))
i+=1;
elif i%2==0 and square[0]%2!=0:
pygame.draw.rect(DISPLAYSURF, GREY, ((x,y,length/9,length/9)))
i+=1;
elif i%2!=0 and square[0]%2!=0:
pygame.draw.rect(DISPLAYSURF, LITEGREY, (x,y,length/9,length/9))
i+=1;
def draw_pieces():
for piece in pieces:
if piece.type == "p" and piece.white == True:
center = (int(length/tileSizeX*(get_file(piece)+0.5)),int(length/9*(9.5-piece.square.rank)))
pygame.draw.circle(DISPLAYSURF, WHITE, center, int(length/27))
elif piece.type == "p" and piece.white == False:
center = (int(length/tileSizeX*(get_file(piece)+0.5)),int(length/9*(9.5-piece.square.rank)))
pygame.draw.circle(DISPLAYSURF, BLACK, center, int(length/27))
elif piece.type == "r" and piece.white == True:
pygame.draw.rect(DISPLAYSURF, WHITE, (length/tileSizeX*(get_file(piece)+1/6),length/9*(9-piece.square.rank+1/6),2*length/27,2*length/27))
elif piece.type == "r" and piece.white == False:
pygame.draw.rect(DISPLAYSURF, BLACK, (length/tileSizeX*(get_file(piece)+1/6),length/9*(9-piece.square.rank+1/6),2*length/27,2*length/27))
elif piece.type == "n" and piece.white == True:
width = 1/8
padding = 1/5
pygame.draw.rect(DISPLAYSURF, WHITE, (length/tileSizeX*(get_file(piece)+padding),length/9*(9-piece.square.rank+padding),length/tileSizeX*width,length/tileSizeY*(1-2*padding)))
pygame.draw.rect(DISPLAYSURF, WHITE, (length/tileSizeX*(get_file(piece)+padding),length/9*(9-piece.square.rank+padding),length/tileSizeX*(1-2*padding),length/tileSizeY*width))
pygame.draw.rect(DISPLAYSURF, WHITE, (length/tileSizeX*(get_file(piece)+1-padding-width),length/9*(9-piece.square.rank+padding),length/tileSizeX*width,length/tileSizeY*(1-2*padding)))
elif piece.type == "n" and piece.white == False:
width = 1/8
padding = 1/5
pygame.draw.rect(DISPLAYSURF, BLACK, (length/tileSizeX*(get_file(piece)+padding),length/9*(9-piece.square.rank+padding),length/tileSizeX*width,length/tileSizeY*(1-2*padding)))
pygame.draw.rect(DISPLAYSURF, BLACK, (length/tileSizeX*(get_file(piece)+padding),length/9*(9-piece.square.rank+1-padding-width),length/tileSizeX*(1-2*padding),length/tileSizeY*width))
pygame.draw.rect(DISPLAYSURF, BLACK, (length/tileSizeX*(get_file(piece)+1-padding-width),length/9*(9-piece.square.rank+padding),length/tileSizeX*width,length/tileSizeY*(1-2*padding)))
elif piece.type == "b" and piece.white == True:
cx, cy = length/tileSizeX*(get_file(piece)+1/2),length/9*(9-piece.square.rank+1/2)
pygame.draw.polygon(DISPLAYSURF, WHITE, [[length/max(tileSizeX,tileSizeY)*(get_file(piece)+1/6),length/max(tileSizeX,tileSizeY)*(9-piece.square.rank+5/6)],[length/max(tileSizeX,tileSizeY)*(get_file(piece)+5/6),length/max(tileSizeX,tileSizeY)*(9-piece.square.rank+5/6)],[length/max(tileSizeX,tileSizeY)*(get_file(piece)+1/2),length/max(tileSizeX,tileSizeY)*(9-piece.square.rank+1/6)]])
elif piece.type == "b" and piece.white == False:
cx, cy = length/tileSizeX*(get_file(piece)+1/2),length/9*(9-piece.square.rank+1/2)
pygame.draw.polygon(DISPLAYSURF, BLACK, [[length/max(tileSizeX,tileSizeY)*(get_file(piece)+1/6),length/max(tileSizeX,tileSizeY)*(9-piece.square.rank+1/6)],[length/max(tileSizeX,tileSizeY)*(get_file(piece)+5/6),length/max(tileSizeX,tileSizeY)*(9-piece.square.rank+1/6)],[length/max(tileSizeX,tileSizeY)*(get_file(piece)+1/2),length/max(tileSizeX,tileSizeY)*(9-piece.square.rank+5/6)]])
elif piece.type == "q" and piece.white == True:
R= length/max(tileSizeX,tileSizeY)/3
angle = math.pi/25
cx, cy = length/tileSizeX*(get_file(piece)+1/2),length/9*(9-piece.square.rank+1/2)
vertices = [[cx+R*math.sin(math.pi/3-angle),cy-R*math.cos(math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(math.pi/3+angle),cy-R*math.cos(math.pi/3+angle)]]
vertices +=[[cx+R*math.sin(4*math.pi/3-angle),cy-R*math.cos(4*math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(4*math.pi/3+angle),cy-R*math.cos(4*math.pi/3+angle)]]
pygame.draw.polygon(DISPLAYSURF, WHITE, vertices)
vertices = [[cx+R*math.sin(2*math.pi/3-angle),cy-R*math.cos(2*math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(2*math.pi/3+angle),cy-R*math.cos(2*math.pi/3+angle)]]
vertices +=[[cx+R*math.sin(5*math.pi/3-angle),cy-R*math.cos(5*math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(5*math.pi/3+angle),cy-R*math.cos(5*math.pi/3+angle)]]
pygame.draw.polygon(DISPLAYSURF, WHITE, vertices)
vertices = [[cx+R*math.sin(math.pi-angle),cy-R*math.cos(math.pi-angle)]]
vertices +=[[cx+R*math.sin(math.pi+angle),cy-R*math.cos(math.pi+angle)]]
vertices +=[[cx+R*math.sin(-angle),cy-R*math.cos(-angle)]]
vertices +=[[cx+R*math.sin(angle),cy-R*math.cos(angle)]]
pygame.draw.polygon(DISPLAYSURF, WHITE, vertices)
elif piece.type == "q" and piece.white == False:
R= length/max(tileSizeX,tileSizeY)/3
angle = math.pi/25
cx, cy = length/tileSizeX*(get_file(piece)+1/2),length/9*(9-piece.square.rank+1/2)
vertices = [[cx+R*math.sin(math.pi/3-angle),cy-R*math.cos(math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(math.pi/3+angle),cy-R*math.cos(math.pi/3+angle)]]
vertices +=[[cx+R*math.sin(4*math.pi/3-angle),cy-R*math.cos(4*math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(4*math.pi/3+angle),cy-R*math.cos(4*math.pi/3+angle)]]
pygame.draw.polygon(DISPLAYSURF, BLACK, vertices)
vertices = [[cx+R*math.sin(2*math.pi/3-angle),cy-R*math.cos(2*math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(2*math.pi/3+angle),cy-R*math.cos(2*math.pi/3+angle)]]
vertices +=[[cx+R*math.sin(5*math.pi/3-angle),cy-R*math.cos(5*math.pi/3-angle)]]
vertices +=[[cx+R*math.sin(5*math.pi/3+angle),cy-R*math.cos(5*math.pi/3+angle)]]
pygame.draw.polygon(DISPLAYSURF, BLACK, vertices)
vertices = [[cx+R*math.sin(math.pi-angle),cy-R*math.cos(math.pi-angle)]]
vertices +=[[cx+R*math.sin(math.pi+angle),cy-R*math.cos(math.pi+angle)]]
vertices +=[[cx+R*math.sin(-angle),cy-R*math.cos(-angle)]]
vertices +=[[cx+R*math.sin(angle),cy-R*math.cos(angle)]]
pygame.draw.polygon(DISPLAYSURF, BLACK, vertices)
elif piece.type == "k" and piece.white == True:
width = 1/8
padding = 1/8
pygame.draw.rect(DISPLAYSURF, WHITE, (length/tileSizeX*(get_file(piece)+1/2-width/2),length/tileSizeY*(9-piece.square.rank+padding),length/tileSizeX*width,length/tileSizeY*(1-2*padding)))
pygame.draw.rect(DISPLAYSURF, WHITE, (length/tileSizeX*(get_file(piece)+padding),length/tileSizeY*(9-piece.square.rank+1/2-width/2),length/tileSizeX*(1-2*padding),length/tileSizeY*width))
elif piece.type == "k" and piece.white == False:
width = 1/8
padding = 1/8
pygame.draw.rect(DISPLAYSURF, BLACK, (length/tileSizeX*(get_file(piece)+1/2-width/2),length/tileSizeY*(9-piece.square.rank+padding),length/tileSizeX*width,length/tileSizeY*(1-2*padding)))
pygame.draw.rect(DISPLAYSURF, BLACK, (length/tileSizeX*(get_file(piece)+padding),length/tileSizeY*(9-piece.square.rank+1/2-width/2),length/tileSizeX*(1-2*padding),length/tileSizeY*width))
def draw_legal_moves(piece):
for moves in board.legal_moves(piece):
s = pygame.Surface((length/tileSizeX,length/tileSizeY), pygame.SRCALPHA) # per-pixel alpha
s.fill((255,255,0,175)) # notice the alpha value in the color
DISPLAYSURF.blit(s, (length/tileSizeX*filesDict[moves.file],length/tileSizeY*(9-moves.rank)))
s = pygame.Surface((length/tileSizeX,length/tileSizeY), pygame.SRCALPHA) # per-pixel alpha
s.fill((175,175,0,175)) # notice the alpha value in the color
DISPLAYSURF.blit(s, (length/tileSizeX*filesDict[piece.square.file],length/tileSizeY*(9-piece.square.rank)))
if piece.type == "k":
if board.castle_short(piece.white) == True:
s = pygame.Surface((length/tileSizeX,length/tileSizeY), pygame.SRCALPHA) # per-pixel alpha
s.fill((255,255,0,175)) # notice the alpha value in the color
DISPLAYSURF.blit(s, (length/tileSizeX*(filesDict[piece.square.file]+2),length/tileSizeY*(9-piece.square.rank)))
if board.castle_long(piece.white) == True:
s = pygame.Surface((length/tileSizeX,length/tileSizeY), pygame.SRCALPHA) # per-pixel alpha
s.fill((255,255,0,175)) # notice the alpha value in the color
DISPLAYSURF.blit(s, (length/tileSizeX*(filesDict[piece.square.file]-2),length/tileSizeY*(9-piece.square.rank)))
def main():
while True:
global selected_piece, white_turn, moves, promotion
mousex = 0 # used to store x coordinate of mouse event
mousey = 0
mouseClicked = False;
draw_board();
draw_ranks();
draw_files();
if selected_piece != None:
draw_legal_moves(selected_piece);
draw_pieces();
for event in pygame.event.get():
if event.type == QUIT:
pygame.quit()
sys.exit()
elif event.type == MOUSEMOTION:
mousex, mousey = event.pos
elif event.type == MOUSEBUTTONUP:
mousex, mousey = event.pos
tileX = math.floor(tileSizeX*mousex/length)
tileY = 9-math.floor(tileSizeY*mousey/length)
if 0 < tileX < 9 and 0 <tileY < 9:
mouseClicked = True
elif event.type == KEYUP and promotion == True:
promotion_square = selected_piece.square
white = selected_piece.white
if event.key == 113:
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)+"q"]
board.pieces.remove(board.get_piece_by_square(promotion_square))
board.pieces+=[Queen(promotion_square,white)]
selected_piece = None
white_turn = not white_turn
promotion = False
elif event.key == 114:
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)+"r"]
board.pieces.remove(board.get_piece_by_square(promotion_square))
board.pieces+=[Rook(promotion_square,white)]
selected_piece = None
white_turn = not white_turn
promotion = False
elif event.key == 98:
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)+"b"]
board.pieces.remove(board.get_piece_by_square(promotion_square))
board.pieces+=[Bishop(promotion_square,white)]
selected_piece = None
white_turn = not white_turn
promotion = False
elif event.key == 110:
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)+"n"]
board.pieces.remove(board.get_piece_by_square(promotion_square))
board.pieces+=[Knight(promotion_square,white)]
selected_piece = None
white_turn = not white_turn
promotion = False
#If a tile is clicked and a piece has not been selected,
#if the tile is not empy and if the piece's color matches
#the turn color, then select the piece. Else, select None.
if mouseClicked == True and selected_piece == None and promotion == False:
if board.get_piece_by_coord(files[tileX-1],tileY) != None:
if board.get_piece_by_coord(files[tileX-1],tileY).white == white_turn:
selected_piece = board.get_piece_by_coord(files[tileX-1],tileY)
else:
selected_piece = None
# If a tile is clicked and the selected piece is not empty,
# if the selected square is in either the advancing squares
# or the attacking squares, then possibly get an obstruction
# and if it is non-empty, remove it from the board. Move the
# piece to the selected square, set the selected piece to
# none and change the turn to the other side.
# Else if the selected square is non-empty and the piece is
# on the same side as the current player, select that piece.
# Else select none.
if mouseClicked == True and selected_piece != None and promotion == False:
if selected_piece.type == "k" and selected_piece.white == True:
if Square(files[tileX-1],tileY) == Square("g",1) and board.castle_short(True) == True:
selected_piece.move_to(Square("g",1))
board.get_piece_by_square(Square("h",1)).move_to(Square("f",1))
moves += ["e1g1"]
selected_piece = None
white_turn = not white_turn
board.white_king_moved = True
elif Square(files[tileX-1],tileY) == Square("c",1) and board.castle_long(True) == True:
selected_piece.move_to(Square("c",1))
board.get_piece_by_square(Square("a",1)).move_to(Square("d",1))
moves += ["e1c1"]
selected_piece = None
white_turn = not white_turn
board.white_king_moved = True
elif Square(files[tileX-1],tileY) in board.legal_moves(selected_piece):
obstruction = board.get_piece_by_coord(files[tileX-1],tileY)
if obstruction != None:
board.pieces.remove(obstruction)
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)]
selected_piece.move_to(Square(files[tileX-1],tileY))
selected_piece = None
white_turn = not white_turn
board.white_king_moved = True
else:
if board.get_piece_by_coord(files[tileX-1],tileY) != None:
if board.get_piece_by_coord(files[tileX-1],tileY).white == white_turn:
selected_piece = board.get_piece_by_coord(files[tileX-1],tileY)
else:
selected_piece = None
elif selected_piece.type == "k" and selected_piece.white == False and promotion == False:
if Square(files[tileX-1],tileY) == Square("g",8) and board.castle_short(False) == True:
selected_piece.move_to(Square("g",8))
board.get_piece_by_square(Square("h",8)).move_to(Square("f",8))
moves += ["e8g8"]
selected_piece = None
white_turn = not white_turn
board.black_king_moved == True
elif Square(files[tileX-1],tileY) == Square("c",8) and board.castle_long(False) == True:
selected_piece.move_to(Square("c",8))
board.get_piece_by_square(Square("a",8)).move_to(Square("d",8))
moves += ["e8c8"]
selected_piece = None
white_turn = not white_turn
board.black_king_moved == True
elif Square(files[tileX-1],tileY) in board.legal_moves(selected_piece):
obstruction = board.get_piece_by_coord(files[tileX-1],tileY)
if obstruction != None:
board.pieces.remove(obstruction)
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)]
selected_piece.move_to(Square(files[tileX-1],tileY))
selected_piece = None
white_turn = not white_turn
board.black_king_moved == True
else:
if board.get_piece_by_coord(files[tileX-1],tileY) != None:
if board.get_piece_by_coord(files[tileX-1],tileY).white == white_turn:
selected_piece = board.get_piece_by_coord(files[tileX-1],tileY)
else:
selected_piece = None
elif selected_piece.type == "p" and selected_piece.white == True and selected_piece.square.rank == 2 and tileY == 4 and Square(files[tileX-1],tileY) in board.legal_moves(selected_piece) and promotion == False:
if tileX > 1:
to_left = board.get_piece_by_coord(files[tileX-2],4)
else:
to_left = None
if tileX < 8:
to_right = board.get_piece_by_coord(files[tileX],4)
else:
to_right = None
if to_left != None and to_left.type == "p" and to_left.white == False:
to_left.enpassantl = True
if to_right != None and to_right.type == "p" and to_right.white == False:
to_right.enpassantr = True
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)]
selected_piece.move_to(Square(files[tileX-1],tileY))
selected_piece = None
white_turn = not white_turn
elif selected_piece.type == "p" and selected_piece.white == False and selected_piece.square.rank == 7 and tileY == 5 and Square(files[tileX-1],tileY) in board.legal_moves(selected_piece) and promotion == False:
if tileX < 8:
to_left = board.get_piece_by_coord(files[tileX],4)
else:
to_left = None
if tileX > 1:
to_right = board.get_piece_by_coord(files[tileX-2],4)
else:
to_right = None
if to_left != None and to_left.type == "p" and to_left.white == True:
to_left.enpassantl = True
if to_right != None and to_right.type == "p" and to_right.white == True:
to_right.enpassantr = True
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)]
selected_piece.move_to(Square(files[tileX-1],tileY))
selected_piece = None
white_turn = not white_turn
elif selected_piece.type == "p" and tileY == 8 and Square(files[tileX-1],tileY) in board.legal_moves(selected_piece) and promotion == False:
obstruction = board.get_piece_by_coord(files[tileX-1],tileY)
if obstruction != None:
board.pieces.remove(obstruction)
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)]
selected_piece.move_to(Square(files[tileX-1],tileY))
MessageBox = ctypes.windll.user32.MessageBoxW
MessageBox(None, 'Press q for queen,\nr for rook,\nb for bishop,\nor n for knight.', 'Promotion', 0)
promotion = True
elif selected_piece.type == "p" and tileY == 1 and Square(files[tileX-1],tileY) in board.legal_moves(selected_piece) and promotion == False:
print("testing")
obstruction = board.get_piece_by_coord(files[tileX-1],tileY)
if obstruction != None:
board.pieces.remove(obstruction)
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)]
selected_piece.move_to(Square(files[tileX-1],tileY))
MessageBox = ctypes.windll.user32.MessageBoxW
MessageBox(None, 'Press q for queen,\nr for rook,\nb for bishop,\nor n for knight.', 'Promotion', 0)
promotion = True;
elif promotion == False:
if Square(files[tileX-1],tileY) in board.legal_moves(selected_piece):
obstruction = board.get_piece_by_coord(files[tileX-1],tileY)
if obstruction != None:
board.pieces.remove(obstruction)
elif selected_piece.type == "p" and selected_piece.white == True and (selected_piece.enpassantl or selected_piece.enpassantl) == True:
obstruction = board.get_piece_by_coord(files[tileX-1],tileY-1)
board.pieces.remove(obstruction)
elif selected_piece.type == "p" and selected_piece.white == False and (selected_piece.enpassantl or selected_piece.enpassantl) == True:
obstruction = board.get_piece_by_coord(files[tileX-1],tileY+1)
board.pieces.remove(obstruction)
moves+=[selected_piece.square.file+str(selected_piece.square.rank)+files[tileX-1]+str(tileY)]
selected_piece.move_to(Square(files[tileX-1],tileY))
selected_piece = None
white_turn = not white_turn
else:
if board.get_piece_by_coord(files[tileX-1],tileY) != None:
if board.get_piece_by_coord(files[tileX-1],tileY).white == white_turn:
selected_piece = board.get_piece_by_coord(files[tileX-1],tileY)
else:
selected_piece = None
pygame.display.update()
main()
|
984,590 | 802b1fc5d3f71775f1732a7b3e8f59a346766fea | """
Double priority queue implementation that keeps an arbitrary number of
largest and smallest members
Author: Julian Ding
"""
class DoublePriority:
def __init__(self, num_smallest, num_largest, dtype=tuple):
assert(dtype in [tuple, bool, int, float])
self.dtype = dtype
self.num_smallest = num_smallest
self.num_largest = num_largest
self.maxqueue = []
self.minqueue = []
# Insert an element into the double priority queue
# Element is inserted into both the max and min queues
def insert(self, element):
if self.num_smallest > 0:
self.minqueue.append(element)
self.minqueue.sort()
if (len(self.minqueue) > self.num_smallest):
self.minqueue = self.minqueue[:-1]
if self.num_largest > 0:
self.maxqueue.append(-element if self.dtype != tuple else (-element[0], element))
self.maxqueue.sort()
if (len(self.maxqueue) > self.num_largest):
self.maxqueue = self.maxqueue[:-1]
def getlargest(self):
# Undo negation
for i in range(len(self.maxqueue)):
item = self.maxqueue[i]
self.maxqueue[i] = -item if self.dtype != tuple else item[1]
return self.maxqueue
def getsmallest(self):
return self.minqueue |
984,591 | e549e9a6183d56400298c7e2db4faf0b76717409 | import json
import re
from urllib import request
from bs4 import BeautifulSoup
def get_challenge(row):
title = row.find('a').get_text()
year, name = re.search(r'(\d{1,2}): (.*)', title).groups()
cells = [td.get_text().strip() for td in row.select('td table td')]
ocd = cells[::2]
best_known = cells[1::2]
assert 'Size' in ocd[0]
assert 'Speed' in ocd[2]
assert 'Shortest' in best_known[0]
assert 'Fastest' in best_known[2]
size_challenge = int(re.search('\d+', ocd[1]).group(0))
speed_challenge = int(re.search('\d+', ocd[3]).group(0))
shortest_known = int(re.search('\d+', best_known[1]).group(0))
fastest_known = int(re.search('\d+', best_known[3]).group(0))
assert shortest_known <= size_challenge
assert fastest_known <= speed_challenge
return {
'year': int(year),
'name': name,
'size_challenge': size_challenge,
'shortest_known': shortest_known,
'speed_challenge': speed_challenge,
'fastest_known': fastest_known,
}
def main():
res = request.urlopen('https://tomorrowcorporation.com/7billionhumansStats/')
soup = BeautifulSoup(res.read(), 'lxml')
rows = soup.find(class_='statEntries').find_all(class_='row')
challenges = {get_challenge(row)['year']: get_challenge(row) for row in rows}
with open('challenges.json', 'w') as f:
json.dump(challenges, f, indent=2)
if __name__ == '__main__':
main()
|
984,592 | cff2af2e99488cb79a4d308f7a09afecfefc6b7b | # coding: utf-8
import os
CSRF_ENABLED = True
SECRET_KEY = 'ksdlldsfnjkdw8er^(&&*@*jdsav2329sadl1'
basedir = os.path.abspath(os.path.dirname(__file__))
SQLALCHEMY_DATABASE_URI = 'mysql://root:5tgbfghG%@localhost/insta' #5tgbfghG%
SQLALCHEMY_TRACK_MODIFICATIONS=True
SMTP_USER = 'test@funinsta.ru'#'khigor777@mail.ru'
SMTP_PASSWORD = 'test'#'hfcrhenrfltkf'
SMTP_SERVER = '37.46.128.121'#'smtp.mail.ru'
SMTP_MSG = u'Подтвердите регистрацию на сайте FUNINSTA.RU перейдя по ссылке: '
SMTP_NOTIFICATION_TO = u'khigor777@yandex.ru' |
984,593 | d5338bd284fe64f03210d8e2f7ca3606c9b64897 | # -----------------------------------------------------------------------
# author: Huang Jintao
# date: 2020-5-10
#
# 该文件功能:
# 1. 空间单车使用活度图(abs(in)+abs(out))
# 2. 空间单车使用活度图画网格(为调度时使用)
# -----------------------------------------------------------------------
import matplotlib.pyplot as plt
import numpy as np
import pandas as pd
# 中文字体环境设置
# plt.rcParams['font.sans-serif'].insert(0, 'SimSun')
# plt.rcParams['axes.unicode_minus'] = False
start_out, end_in = pd.read_pickle("files/start_out.pkl"), pd.read_pickle("files/end_in.pkl")
# 纬度范围: [39.66, 40.17]. 精确范围: [39.66133117675781 40.17082214355469]
# 经度范围: [116.06, 116.73]. 精确范围: [116.06025695800781 116.73042297363281]
(top, bottom), (left, right) = (39.66133117675781, 40.17082214355469), (116.06025695800781, 116.73042297363281)
# -------------------------------------
# 1. 空间单车使用活度图(abs(in)+abs(out))
plt.figure(figsize=(10, 7))
z = np.sum(np.abs(start_out), axis=-1)
# 1.1 axes设置
plt.xticks(np.arange(116.0, 116.8, 0.05), fontsize=11, rotation=90) # range(0, 32)
plt.yticks(np.arange(39.6, 40.2, 0.05), fontsize=11) # range(0, 32)
# 1.2 画图
plt.imshow(z, origin="lower", vmin=0, vmax=250, extent=(left, right, top, bottom))
plt.colorbar(shrink=0.9)
plt.savefig("images/空间使用活度图.png", dpi=500, bbox_inches='tight')
plt.show()
plt.close()
# -------------------------------------
# 2. 空间单车使用活度图画网格(为调度时使用 32 * 32)
plt.figure(figsize=(10, 7))
z = np.sum(np.abs(start_out), axis=-1)
# 1.1 axes设置
labels_x = [(" " + str(i)) if i % 2 == 0 else "" for i in range(32)]
labels_y = [("\n" + str(i)) if i % 2 == 0 else "" for i in range(-1, 32)]
plt.xticks(np.linspace(left, right, 33), labels_x, fontsize=11) # range(0, 32)
plt.yticks(np.linspace(top, bottom, 33), labels_y, fontsize=11) # range(0, 32)
plt.xlim(left, right)
plt.ylim(top, bottom)
plt.xlabel("X", fontsize=14)
plt.ylabel("Y", fontsize=14)
plt.grid()
# 1.2 画图
plt.imshow(z, origin="lower", vmin=0, vmax=250, extent=(left, right, top, bottom))
plt.colorbar(shrink=0.9)
plt.savefig("images/空间使用活度图_网格.png", dpi=500, bbox_inches='tight')
plt.show()
plt.close()
|
984,594 | 998663debd955e7df2270f0793d0bbfb3fa06087 | from __future__ import absolute_import
from __future__ import print_function
from __future__ import division
import os
import functools
import math
import tempfile
from collections import defaultdict
import veriloggen.core.vtypes as vtypes
from veriloggen.seq.seq import Seq
from veriloggen.fsm.fsm import FSM
from veriloggen.thread.fifo import FIFO
from veriloggen.seq.seq import make_condition
from . import util
from .skidbuffer import SkidBuffer
BURST_FIXED = 0b00
BURST_INCR = 0b01
BURST_WRAP = 0b10
AxCACHE_NONCOHERENT = 0b0011
AxCACHE_COHERENT = 0b1111
AxPROT_NONCOHERENT = 0b000
AxPROT_COHERENT = 0b010
AxUSER_NONCOHERENT = 0b00
AxUSER_COHERENT = 0b01
xUSER_DEFAULT = 0b00
def _connect_ready(m, var, val):
prev_assign = var._get_assign()
if not prev_assign:
var.assign(val)
else:
prev_assign.overwrite_right(
vtypes.Ors(prev_assign.statement.right, val))
m.remove(prev_assign)
m.append(prev_assign)
class AxiInterfaceBase(object):
_I = util.t_Input
_O = util.t_OutputReg
def __init__(self, m, name=None,
datawidth=32, addrwidth=32,
id_width=0, user_width=0,
itype=None, otype=None):
if itype is None:
itype = self._I
if otype is None:
otype = self._O
self.m = m
self.name = name
self.datawidth = datawidth
self.addrwidth = addrwidth
self.id_width = id_width
self.user_width = user_width
self.itype = itype
self.otype = otype
class AxiLiteInterfaceBase(AxiInterfaceBase):
_I = util.t_Input
_O = util.t_OutputReg
def __init__(self, m, name=None,
datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
None, None,
itype, otype)
class AxiStreamInterfaceBase(AxiInterfaceBase):
_I = util.t_Input
_O = util.t_OutputReg
def __init__(self, m, name=None,
datawidth=32,
id_width=0, user_width=0, dest_width=0,
itype=None, otype=None):
AxiInterfaceBase.__init__(self, m, name, datawidth, None,
id_width, user_width,
itype, otype)
self.dest_width = dest_width
class AxiWriteAddress(AxiInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
id_width=0, user_width=2,
itype=None, otype=None):
AxiInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
if isinstance(id_width, int) and id_width == 0:
self.awid = None
else:
self.awid = util.make_port(
m, self.otype, name + '_awid', self.id_width, initval=0)
self.awaddr = util.make_port(
m, self.otype, name + '_awaddr', self.addrwidth, initval=0)
self.awlen = util.make_port(
m, self.otype, name + '_awlen', 8, initval=0)
self.awsize = util.make_port(
m, self.otype, name + '_awsize', 3, initval=0, no_reg=True)
self.awburst = util.make_port(
m, self.otype, name + '_awburst', 2, initval=0, no_reg=True)
self.awlock = util.make_port(
m, self.otype, name + '_awlock', 1, initval=0, no_reg=True)
self.awcache = util.make_port(
m, self.otype, name + '_awcache', 4, initval=0, no_reg=True)
self.awprot = util.make_port(
m, self.otype, name + '_awprot', 3, initval=0, no_reg=True)
self.awqos = util.make_port(
m, self.otype, name + '_awqos', 4, initval=0, no_reg=True)
if isinstance(user_width, int) and user_width == 0:
self.awuser = None
else:
self.awuser = util.make_port(
m, self.otype, name + '_awuser', self.user_width, initval=0, no_reg=True)
self.awvalid = util.make_port(
m, self.otype, name + '_awvalid', None, initval=0)
self.awready = util.make_port(
m, self.itype, name + '_awready', None, initval=0)
class AxiLiteWriteAddress(AxiLiteInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.awaddr = util.make_port(
m, self.otype, name + '_awaddr', self.addrwidth, initval=0)
self.awcache = util.make_port(
m, self.otype, name + '_awcache', 4, initval=0, no_reg=True)
self.awprot = util.make_port(
m, self.otype, name + '_awprot', 3, initval=0, no_reg=True)
self.awvalid = util.make_port(
m, self.otype, name + '_awvalid', None, initval=0)
self.awready = util.make_port(
m, self.itype, name + '_awready', None, initval=0)
class AxiWriteData(AxiInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
itype=None, otype=None):
AxiInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.wdata = util.make_port(
m, self.otype, name + '_wdata', self.datawidth, initval=0)
self.wstrb = util.make_port(
m, self.otype, name + '_wstrb', self.datawidth // 8, initval=0)
self.wlast = util.make_port(
m, self.otype, name + '_wlast', None, initval=0)
if isinstance(user_width, int) and user_width == 0:
self.wuser = None
else:
self.wuser = util.make_port(
m, self.otype, name + '_wuser', self.user_width, initval=0, no_reg=True)
self.wvalid = util.make_port(
m, self.otype, name + '_wvalid', None, initval=0)
self.wready = util.make_port(
m, self.itype, name + '_wready', None, initval=0)
class AxiLiteWriteData(AxiLiteInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.wdata = util.make_port(
m, self.otype, name + '_wdata', self.datawidth, initval=0)
self.wstrb = util.make_port(
m, self.otype, name + '_wstrb', self.datawidth // 8, initval=0)
self.wvalid = util.make_port(
m, self.otype, name + '_wvalid', None, initval=0)
self.wready = util.make_port(
m, self.itype, name + '_wready', None, initval=0)
class AxiWriteResponse(AxiInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
itype=None, otype=None):
AxiInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
if isinstance(id_width, int) and id_width == 0:
self.bid = None
else:
self.bid = util.make_port(
m, self.itype, name + '_bid', self.id_width, initval=0)
self.bresp = util.make_port(
m, self.itype, name + '_bresp', 2, initval=0, no_reg=True)
if isinstance(user_width, int) and user_width == 0:
self.buser = None
else:
self.buser = util.make_port(
m, self.itype, name + '_buser', self.user_width, initval=0, no_reg=True)
self.bvalid = util.make_port(
m, self.itype, name + '_bvalid', None, initval=0)
self.bready = util.make_port(
m, self.otype, name + '_bready', None, initval=0, no_reg=True)
class AxiLiteWriteResponse(AxiLiteInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.bresp = util.make_port(
m, self.itype, name + '_bresp', 2, initval=0, no_reg=True)
self.bvalid = util.make_port(
m, self.itype, name + '_bvalid', None, initval=0)
self.bready = util.make_port(
m, self.otype, name + '_bready', None, initval=0, no_reg=True)
class AxiReadAddress(AxiInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
id_width=0, user_width=2,
itype=None, otype=None):
AxiInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
if isinstance(id_width, int) and id_width == 0:
self.arid = None
else:
self.arid = util.make_port(
m, self.otype, name + '_arid', self.id_width, initval=0)
self.araddr = util.make_port(
m, self.otype, name + '_araddr', self.addrwidth, initval=0)
self.arlen = util.make_port(
m, self.otype, name + '_arlen', 8, initval=0)
self.arsize = util.make_port(
m, self.otype, name + '_arsize', 3, initval=0, no_reg=True)
self.arburst = util.make_port(
m, self.otype, name + '_arburst', 2, initval=0, no_reg=True)
self.arlock = util.make_port(
m, self.otype, name + '_arlock', 1, initval=0, no_reg=True)
self.arcache = util.make_port(
m, self.otype, name + '_arcache', 4, initval=0, no_reg=True)
self.arprot = util.make_port(
m, self.otype, name + '_arprot', 3, initval=0, no_reg=True)
self.arqos = util.make_port(
m, self.otype, name + '_arqos', 4, initval=0, no_reg=True)
if isinstance(user_width, int) and user_width == 0:
self.aruser = None
else:
self.aruser = util.make_port(
m, self.otype, name + '_aruser', self.user_width, initval=0, no_reg=True)
self.arvalid = util.make_port(
m, self.otype, name + '_arvalid', None, initval=0)
self.arready = util.make_port(
m, self.itype, name + '_arready', None, initval=0)
class AxiLiteReadAddress(AxiLiteInterfaceBase):
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.araddr = util.make_port(
m, self.otype, name + '_araddr', self.addrwidth, initval=0)
self.arcache = util.make_port(
m, self.otype, name + '_arcache', 4, initval=0, no_reg=True)
self.arprot = util.make_port(
m, self.otype, name + '_arprot', 3, initval=0, no_reg=True)
self.arvalid = util.make_port(
m, self.otype, name + '_arvalid', None, initval=0)
self.arready = util.make_port(
m, self.itype, name + '_arready', None, initval=0)
class AxiReadData(AxiInterfaceBase):
_O = util.t_Output
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
itype=None, otype=None):
AxiInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
if isinstance(id_width, int) and id_width == 0:
self.rid = None
else:
self.rid = util.make_port(
m, self.itype, name + '_rid', self.id_width, initval=0)
self.rdata = util.make_port(
m, self.itype, name + '_rdata', self.datawidth, initval=0)
self.rresp = util.make_port(
m, self.itype, name + '_rresp', 2, initval=0, no_reg=True)
self.rlast = util.make_port(
m, self.itype, name + '_rlast', None, initval=0)
if isinstance(user_width, int) and user_width == 0:
self.ruser = None
else:
self.ruser = util.make_port(
m, self.itype, name + '_ruser', self.user_width, initval=0, no_reg=True)
self.rvalid = util.make_port(
m, self.itype, name + '_rvalid', None, initval=0)
self.rready = util.make_port(
m, self.otype, name + '_rready', None, initval=0)
class AxiLiteReadData(AxiLiteInterfaceBase):
_O = util.t_Output
def __init__(self, m, name=None, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteInterfaceBase.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.rdata = util.make_port(
m, self.itype, name + '_rdata', self.datawidth, initval=0)
self.rresp = util.make_port(
m, self.itype, name + '_rresp', 2, initval=0, no_reg=True)
self.rvalid = util.make_port(
m, self.itype, name + '_rvalid', None, initval=0)
self.rready = util.make_port(
m, self.otype, name + '_rready', None, initval=0)
# AXI-Full Master
class AxiMasterWriteAddress(AxiWriteAddress):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=2,
burst_mode=BURST_INCR, cache_mode=AxCACHE_NONCOHERENT,
prot_mode=AxPROT_NONCOHERENT, user_mode=AxUSER_NONCOHERENT,
itype=None, otype=None):
AxiWriteAddress.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_waddr', clk, rst)
# default values
self.awsize.assign(int(math.log(self.datawidth / 8, 2)))
self.awburst.assign(burst_mode)
self.awlock.assign(0)
self.awcache.assign(cache_mode)
self.awprot.assign(prot_mode)
self.awqos.assign(0)
if self.awuser is not None:
self.awuser.assign(user_mode)
def disable_write(self):
ports = [self.awaddr(0),
self.awlen(0),
self.awvalid(0)]
if self.awid is not None:
ports.insert(0, self.awid(0))
self.seq(
*ports
)
def write_request(self, addr, acceptable, length=1, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ands(acceptable,
vtypes.Ors(self.awready, vtypes.Not(self.awvalid)))
self.seq.If(ack)(
self.awid(0) if self.awid is not None else (),
self.awaddr(addr),
self.awlen(length - 1),
self.awvalid(1)
)
self.seq.Then().If(length == 0)(
self.awvalid(0)
)
# de-assert
self.seq.Delay(1)(
self.awvalid(0)
)
# retry
self.seq.If(vtypes.Ands(self.awvalid, vtypes.Not(self.awready)))(
self.awvalid(self.awvalid)
)
return ack
def connect(self, ports, name):
if '_'.join([name, 'awid']) in ports:
awid = ports['_'.join([name, 'awid'])]
else:
awid = None
awaddr = ports['_'.join([name, 'awaddr'])]
awlen = ports['_'.join([name, 'awlen'])]
awsize = ports['_'.join([name, 'awsize'])]
awburst = ports['_'.join([name, 'awburst'])]
awlock = ports['_'.join([name, 'awlock'])]
awcache = ports['_'.join([name, 'awcache'])]
awprot = ports['_'.join([name, 'awprot'])]
awqos = ports['_'.join([name, 'awqos'])]
if '_'.join([name, 'awuser']) in ports:
awuser = ports['_'.join([name, 'awuser'])]
else:
awuser = None
awvalid = ports['_'.join([name, 'awvalid'])]
awready = ports['_'.join([name, 'awready'])]
if awid is not None:
awid.connect(self.awid if self.awid is not None else 0)
awaddr.connect(self.awaddr)
awlen.connect(self.awlen)
awsize.connect(self.awsize)
awburst.connect(self.awburst)
awlock.connect(self.awlock)
awcache.connect(self.awcache)
awprot.connect(self.awprot)
awqos.connect(self.awqos)
if awuser is not None:
awuser.connect(self.awuser if self.awuser is not None else 0)
awvalid.connect(self.awvalid)
self.awready.connect(awready)
class AxiMasterWriteData(AxiWriteData):
_O = util.t_Output
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
user_mode=xUSER_DEFAULT,
sb_depth=1,
itype=None, otype=None):
if sb_depth < 1:
raise ValueError('sb_depth must be equal to or greater than 1.')
AxiWriteData.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_wdata', clk, rst)
# default values
if self.wuser is not None:
self.wuser.assign(user_mode)
# save AXI-side references for skid buffer
self.ext_wdata = self.wdata
self.ext_wstrb = self.wstrb
self.ext_wlast = self.wlast
self.ext_wvalid = self.wvalid
self.ext_wready = self.wready
# multi-stage skid buffer
for i in range(sb_depth):
# user-side signals before skidbuffer
method = m.WireLike if i < sb_depth - 1 else m.RegLike
kwargs = {} if i < sb_depth - 1 else {'initval': 0}
index = str(sb_depth - i - 1)
wdata = method(self.wdata,
name='_'.join(['', name, 'wdata', 'sb', index]),
**kwargs)
wstrb = method(self.wstrb,
name='_'.join(['', name, 'wstrb', 'sb', index]),
**kwargs)
wlast = method(self.wlast,
name='_'.join(['', name, 'wlast', 'sb', index]),
**kwargs)
wvalid = method(self.wvalid,
name='_'.join(['', name, 'wvalid', 'sb', index]),
**kwargs)
wready = m.WireLike(self.wready,
name='_'.join(['', name, 'wready', 'sb', index]))
# skidbuffer
sb = SkidBuffer(m, clk, rst,
wvalid, self.wready, *[wlast, wstrb, wdata],
prefix='_'.join(['', 'sb', name, 'writedata']))
wready.assign(sb.ready)
# AXI-side signals after skidbuffer
self.wdata.assign(sb[2])
self.wstrb.assign(sb[1])
self.wlast.assign(sb[0])
self.wvalid.assign(sb.valid)
# update references for user-side
self.wdata = wdata
self.wstrb = wstrb
self.wlast = wlast
self.wvalid = wvalid
self.wready = wready
def disable_write(self):
ports = [self.wdata(0),
self.wstrb(0),
self.wlast(0),
self.wvalid(0)]
self.seq(
*ports
)
def write_data(self, data, last, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ors(self.wready, vtypes.Not(self.wvalid))
self.seq.If(ack)(
self.wdata(data),
self.wvalid(1),
self.wlast(last),
self.wstrb(vtypes.Repeat(
vtypes.Int(1, 1), (self.datawidth // 8))),
)
# de-assert
self.seq.Delay(1)(
self.wvalid(0),
self.wlast(0),
)
# retry
self.seq.If(vtypes.Ands(self.wvalid, vtypes.Not(self.wready)))(
self.wvalid(self.wvalid),
self.wlast(self.wlast),
)
return ack
def connect(self, ports, name):
wdata = ports['_'.join([name, 'wdata'])]
wstrb = ports['_'.join([name, 'wstrb'])]
wlast = ports['_'.join([name, 'wlast'])]
if '_'.join([name, 'wuser']) in ports:
wuser = ports['_'.join([name, 'wuser'])]
else:
wuser = None
wvalid = ports['_'.join([name, 'wvalid'])]
wready = ports['_'.join([name, 'wready'])]
wdata.connect(self.ext_wdata)
wstrb.connect(self.ext_wstrb)
wlast.connect(self.ext_wlast)
if wuser is not None:
wuser.connect(self.wuser if self.wuser is not None else 0)
wvalid.connect(self.ext_wvalid)
self.ext_wready.connect(wready)
class AxiMasterWriteResponse(AxiWriteResponse):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
itype=None, otype=None):
AxiWriteResponse.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
# default values
self.bready.assign(1)
def connect(self, ports, name):
if '_'.join([name, 'bid']) in ports:
bid = ports['_'.join([name, 'bid'])]
else:
bid = None
bresp = ports['_'.join([name, 'bresp'])]
if '_'.join([name, 'buser']) in ports:
buser = ports['_'.join([name, 'buser'])]
else:
buser = None
bvalid = ports['_'.join([name, 'bvalid'])]
bready = ports['_'.join([name, 'bready'])]
if self.bid is not None:
self.bid.connect(bid if bid is not None else 0)
self.bresp.connect(bresp)
if self.buser is not None:
self.buser.connect(buser if buser is not None else 0)
self.bvalid.connect(bvalid)
bready.connect(self.bready)
class AxiMasterReadAddress(AxiReadAddress):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=2,
burst_mode=BURST_INCR, cache_mode=AxCACHE_NONCOHERENT,
prot_mode=AxPROT_NONCOHERENT, user_mode=AxUSER_NONCOHERENT,
itype=None, otype=None):
AxiReadAddress.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_raddr', clk, rst)
# default values
self.arsize.assign(int(math.log(self.datawidth / 8, 2)))
self.arburst.assign(burst_mode)
self.arlock.assign(0)
self.arcache.assign(cache_mode)
self.arprot.assign(prot_mode)
self.arqos.assign(0)
if self.aruser is not None:
self.aruser.assign(user_mode)
def disable_read(self):
ports = [self.araddr(0),
self.arlen(0),
self.arvalid(0)]
if self.arid is not None:
ports.insert(0, self.arid(0))
self.seq(
*ports
)
def read_request(self, addr, length=1, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ors(self.arready, vtypes.Not(self.arvalid))
self.seq.If(ack)(
self.arid(0) if self.arid is not None else (),
self.araddr(addr),
self.arlen(length - 1),
self.arvalid(1)
)
# de-assert
self.seq.Delay(1)(
self.arvalid(0)
)
# retry
self.seq.If(vtypes.Ands(self.arvalid, vtypes.Not(self.arready)))(
self.arvalid(self.arvalid)
)
return ack
def connect(self, ports, name):
if '_'.join([name, 'arid']) in ports:
arid = ports['_'.join([name, 'arid'])]
else:
arid = None
araddr = ports['_'.join([name, 'araddr'])]
arlen = ports['_'.join([name, 'arlen'])]
arsize = ports['_'.join([name, 'arsize'])]
arburst = ports['_'.join([name, 'arburst'])]
arlock = ports['_'.join([name, 'arlock'])]
arcache = ports['_'.join([name, 'arcache'])]
arprot = ports['_'.join([name, 'arprot'])]
arqos = ports['_'.join([name, 'arqos'])]
if '_'.join([name, 'aruser']) in ports:
aruser = ports['_'.join([name, 'aruser'])]
else:
aruser = None
arvalid = ports['_'.join([name, 'arvalid'])]
arready = ports['_'.join([name, 'arready'])]
if arid is not None:
arid.connect(self.arid if self.arid is not None else 0)
araddr.connect(self.araddr)
arlen.connect(self.arlen)
arsize.connect(self.arsize)
arburst.connect(self.arburst)
arlock.connect(self.arlock)
arcache.connect(self.arcache)
arprot.connect(self.arprot)
arqos.connect(self.arqos)
if aruser is not None:
aruser.connect(self.aruser if self.aruser is not None else 0)
arvalid.connect(self.arvalid)
self.arready.connect(arready)
class AxiMasterReadData(AxiReadData):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
sb_depth=1,
itype=None, otype=None):
if sb_depth < 1:
raise ValueError('sb_depth must be equal to or greater than 1.')
AxiReadData.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
# save AXI-side references for skid buffer
self.ext_rdata = self.rdata
self.ext_rlast = self.rlast
self.ext_rvalid = self.rvalid
self.ext_rready = self.rready
# multi-stage skid buffer
for i in range(sb_depth):
# user-side signals before skidbuffer
index = str(sb_depth - i - 1)
rdata = m.WireLike(self.rdata,
name='_'.join(['', name, 'rdata', 'sb', index]))
rlast = m.WireLike(self.rlast,
name='_'.join(['', name, 'rlast', 'sb', index]))
rvalid = m.WireLike(self.rvalid,
name='_'.join(['', name, 'rvalid', 'sb', index]))
rready = m.WireLike(self.rready,
name='_'.join(['', name, 'rready', 'sb', index]))
# skidbuffer
sb = SkidBuffer(m, clk, rst,
self.rvalid, rready, *[self.rlast, self.rdata],
prefix='_'.join(['', 'sb', name, 'readdata']))
rdata.assign(sb[1])
rlast.assign(sb[0])
rvalid.assign(sb.valid)
# AXI-side signals after skidbuffer
self.rready.assign(sb.ready)
# update references for user-side
self.rdata = rdata
self.rlast = rlast
self.rvalid = rvalid
self.rready = rready
def disable_read(self):
self.rready.assign(0)
def read_data(self, cond=None):
"""
@return data, valid, last
"""
ready = make_condition(cond)
val = 1 if ready is None else ready
_connect_ready(self.rready._get_module(), self.rready, val)
data = self.rdata
valid = self.rvalid
last = self.rlast
return data, valid, last
def connect(self, ports, name):
if '_'.join([name, 'rid']) in ports:
rid = ports['_'.join([name, 'rid'])]
else:
rid = None
rdata = ports['_'.join([name, 'rdata'])]
rresp = ports['_'.join([name, 'rresp'])]
rlast = ports['_'.join([name, 'rlast'])]
if '_'.join([name, 'ruser']) in ports:
ruser = ports['_'.join([name, 'ruser'])]
else:
ruser = None
rvalid = ports['_'.join([name, 'rvalid'])]
rready = ports['_'.join([name, 'rready'])]
if self.rid is not None:
self.rid.connect(rid if rid is not None else 0)
self.ext_rdata.connect(rdata)
self.rresp.connect(rresp)
self.ext_rlast.connect(rlast)
if self.ruser is not None:
self.ruser.connect(ruser if ruser is not None else 0)
self.ext_rvalid.connect(rvalid)
rready.connect(self.ext_rready)
# AXI-Lite Master
class AxiLiteMasterWriteAddress(AxiLiteWriteAddress):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
cache_mode=AxCACHE_NONCOHERENT, prot_mode=AxPROT_NONCOHERENT,
itype=None, otype=None):
AxiLiteWriteAddress.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_waddr', clk, rst)
# default values
self.awcache.assign(cache_mode)
self.awprot.assign(prot_mode)
def disable_write(self):
ports = [self.awaddr(0),
self.awvalid(0)]
self.seq(
*ports
)
def write_request(self, addr, acceptable, length=1, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ands(acceptable,
vtypes.Ors(self.awready, vtypes.Not(self.awvalid)))
self.seq.If(ack)(
self.awaddr(addr),
self.awvalid(1),
)
# de-assert
self.seq.Delay(1)(
self.awvalid(0)
)
# retry
self.seq.If(vtypes.Ands(self.awvalid, vtypes.Not(self.awready)))(
self.awvalid(self.awvalid)
)
return ack
def connect(self, ports, name):
awaddr = ports['_'.join([name, 'awaddr'])]
awcache = ports['_'.join([name, 'awcache'])]
awprot = ports['_'.join([name, 'awprot'])]
awvalid = ports['_'.join([name, 'awvalid'])]
awready = ports['_'.join([name, 'awready'])]
awaddr.connect(self.awaddr)
awcache.connect(self.awcache)
awprot.connect(self.awprot)
awvalid.connect(self.awvalid)
self.awready.connect(awready)
class AxiLiteMasterWriteData(AxiLiteWriteData):
_O = util.t_Output
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
sb_depth=1,
itype=None, otype=None):
if sb_depth < 1:
raise ValueError('sb_depth must be equal to or greater than 1.')
AxiLiteWriteData.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_wdata', clk, rst)
# save AXI-side references for skid buffer
self.ext_wdata = self.wdata
self.ext_wstrb = self.wstrb
self.ext_wvalid = self.wvalid
self.ext_wready = self.wready
# multi-stage skid buffer
for i in range(sb_depth):
# user-side signals before skidbuffer
method = m.WireLike if i < sb_depth - 1 else m.RegLike
kwargs = {} if i < sb_depth - 1 else {'initval': 0}
index = str(sb_depth - i - 1)
wdata = method(self.wdata,
name='_'.join(['', name, 'wdata', 'sb', index]),
**kwargs)
wstrb = method(self.wstrb,
name='_'.join(['', name, 'wstrb', 'sb', index]),
**kwargs)
wvalid = method(self.wvalid,
name='_'.join(['', name, 'wvalid', 'sb', index]),
**kwargs)
wready = m.WireLike(self.wready,
name='_'.join(['', name, 'wready', 'sb', index]))
# skidbuffer
sb = SkidBuffer(m, clk, rst,
wvalid, self.wready, *[wstrb, wdata],
prefix='_'.join(['', 'sb', name, 'writedata']))
wready.assign(sb.ready)
# AXI-side signals after skidbuffer
self.wdata.assign(sb[1])
self.wstrb.assign(sb[0])
self.wvalid.assign(sb.valid)
# update references for user-side
self.wdata = wdata
self.wstrb = wstrb
self.wvalid = wvalid
self.wready = wready
def disable_write(self):
ports = [self.wdata(0),
self.wstrb(0),
self.wvalid(0)]
self.seq(
*ports
)
def write_data(self, data, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ors(self.wready, vtypes.Not(self.wvalid))
self.seq.If(ack)(
self.wdata(data),
self.wvalid(1),
self.wstrb(vtypes.Repeat(
vtypes.Int(1, 1), (self.datawidth // 8)))
)
# de-assert
self.seq.Delay(1)(
self.wvalid(0),
)
# retry
self.seq.If(vtypes.Ands(self.wvalid, vtypes.Not(self.wready)))(
self.wvalid(self.wvalid)
)
return ack
def connect(self, ports, name):
wdata = ports['_'.join([name, 'wdata'])]
wstrb = ports['_'.join([name, 'wstrb'])]
wvalid = ports['_'.join([name, 'wvalid'])]
wready = ports['_'.join([name, 'wready'])]
wdata.connect(self.ext_wdata)
wstrb.connect(self.ext_wstrb)
wvalid.connect(self.ext_wvalid)
self.ext_wready.connect(wready)
class AxiLiteMasterWriteResponse(AxiLiteWriteResponse):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteWriteResponse.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
# default values
self.bready.assign(1)
def connect(self, ports, name):
bresp = ports['_'.join([name, 'bresp'])]
bvalid = ports['_'.join([name, 'bvalid'])]
bready = ports['_'.join([name, 'bready'])]
self.bresp.connect(bresp)
self.bvalid.connect(bvalid)
bready.connect(self.bready)
class AxiLiteMasterReadAddress(AxiLiteReadAddress):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
cache_mode=AxCACHE_NONCOHERENT, prot_mode=AxPROT_NONCOHERENT,
itype=None, otype=None):
AxiLiteReadAddress.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_raddr', clk, rst)
# default values
self.arcache.assign(cache_mode)
self.arprot.assign(prot_mode)
def disable_read(self):
ports = [self.araddr(0),
self.arvalid(0)]
self.seq(
*ports
)
def read_request(self, addr, length=1, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ors(self.arready, vtypes.Not(self.arvalid))
self.seq.If(ack)(
self.araddr(addr),
self.arvalid(1)
)
# de-assert
self.seq.Delay(1)(
self.arvalid(0)
)
# retry
self.seq.If(vtypes.Ands(self.arvalid, vtypes.Not(self.arready)))(
self.arvalid(self.arvalid)
)
return ack
def connect(self, ports, name):
araddr = ports['_'.join([name, 'araddr'])]
arcache = ports['_'.join([name, 'arcache'])]
arprot = ports['_'.join([name, 'arprot'])]
arvalid = ports['_'.join([name, 'arvalid'])]
arready = ports['_'.join([name, 'arready'])]
araddr.connect(self.araddr)
arcache.connect(self.arcache)
arprot.connect(self.arprot)
arvalid.connect(self.arvalid)
self.arready.connect(arready)
class AxiLiteMasterReadData(AxiLiteReadData):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
sb_depth=1,
itype=None, otype=None):
if sb_depth < 1:
raise ValueError('sb_depth must be equal to or greater than 1.')
AxiLiteReadData.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
# save AXI-side references for skid buffer
self.ext_rdata = self.rdata
self.ext_rvalid = self.rvalid
self.ext_rready = self.rready
# multi-stage skid buffer
for i in range(sb_depth):
# user-side signals before skidbuffer
index = str(sb_depth - i - 1)
rdata = m.WireLike(self.rdata,
name='_'.join(['', name, 'rdata', 'sb', index]))
rvalid = m.WireLike(self.rvalid,
name='_'.join(['', name, 'rvalid', 'sb', index]))
rready = m.WireLike(self.rready,
name='_'.join(['', name, 'rready', 'sb', index]))
# skidbuffer
sb = SkidBuffer(m, clk, rst,
self.rvalid, rready, *[self.rdata],
prefix='_'.join(['', 'sb', name, 'readdata']))
rdata.assign(sb[0])
rvalid.assign(sb.valid)
# AXI-side signals after skidbuffer
self.rready.assign(sb.ready)
# update references for user-side
self.rdata = rdata
self.rvalid = rvalid
self.rready = rready
def disable_read(self):
self.rready.assign(0)
def read_data(self, cond=None):
"""
@return data, valid
"""
ready = make_condition(cond)
val = 1 if ready is None else ready
_connect_ready(self.rready._get_module(), self.rready, val)
ack = vtypes.Ands(self.rready, self.rvalid)
data = self.rdata
valid = ack
return data, valid
def connect(self, ports, name):
rdata = ports['_'.join([name, 'rdata'])]
rresp = ports['_'.join([name, 'rresp'])]
rvalid = ports['_'.join([name, 'rvalid'])]
rready = ports['_'.join([name, 'rready'])]
self.ext_rdata.connect(rdata)
self.rresp.connect(rresp)
self.ext_rvalid.connect(rvalid)
rready.connect(self.ext_rready)
# AXI-Full Slave
class AxiSlaveWriteAddress(AxiWriteAddress):
_I = util.t_Output
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=2,
itype=None, otype=None):
AxiWriteAddress.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
def disable_write(self):
self.awready.assign(0)
def connect(self, ports, name):
if '_'.join([name, 'awid']) in ports:
awid = ports['_'.join([name, 'awid'])]
else:
awid = None
awaddr = ports['_'.join([name, 'awaddr'])]
awlen = ports['_'.join([name, 'awlen'])]
awsize = ports['_'.join([name, 'awsize'])]
awburst = ports['_'.join([name, 'awburst'])]
awlock = ports['_'.join([name, 'awlock'])]
awcache = ports['_'.join([name, 'awcache'])]
awprot = ports['_'.join([name, 'awprot'])]
awqos = ports['_'.join([name, 'awqos'])]
if '_'.join([name, 'awuser']) in ports:
awuser = ports['_'.join([name, 'awuser'])]
else:
awuser = None
awvalid = ports['_'.join([name, 'awvalid'])]
awready = ports['_'.join([name, 'awready'])]
if self.awid is not None:
self.awid.connect(awid if awid is not None else 0)
self.awaddr.connect(awaddr)
self.awlen.connect(awlen if awlen is not None else 0)
self.awsize.connect(awsize if awsize is not None else
int(math.log(self.datawidth // 8)))
self.awburst.connect(awburst if awburst is not None else BURST_INCR)
self.awlock.connect(awlock if awlock is not None else 0)
self.awcache.connect(awcache)
self.awprot.connect(awprot)
self.awqos.connect(awqos if awqos is not None else 0)
if self.awuser is not None:
self.awuser.connect(awuser if awuser is not None else 0)
self.awvalid.connect(awvalid)
awready.connect(self.awready)
class AxiSlaveWriteData(AxiWriteData):
_I = util.t_Output
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
itype=None, otype=None):
AxiWriteData.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
def disable_write(self):
self.wready.assign(0)
def pull_write_data(self, cond=None):
"""
@return data, mask, valid, last
"""
ready = make_condition(cond)
val = 1 if ready is None else ready
_connect_ready(self.wready._get_module(), self.wready, val)
data = self.wdata
mask = self.wstrb
valid = self.wvalid
last = self.wlast
return data, mask, valid, last
def connect(self, ports, name):
wdata = ports['_'.join([name, 'wdata'])]
wstrb = ports['_'.join([name, 'wstrb'])]
wlast = ports['_'.join([name, 'wlast'])]
if '_'.join([name, 'wuser']) in ports:
wuser = ports['_'.join([name, 'wuser'])]
else:
wuser = None
wvalid = ports['_'.join([name, 'wvalid'])]
wready = ports['_'.join([name, 'wready'])]
self.wdata.connect(wdata)
self.wstrb.connect(wstrb)
self.wlast.connect(wlast if wlast is not None else 1)
if self.wuser is not None:
self.wuser.connect(wuser if wuser is not None else 0)
self.wvalid.connect(wvalid)
wready.connect(self.wready)
class AxiSlaveWriteResponse(AxiWriteResponse):
_I = util.t_OutputReg
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
user_mode=xUSER_DEFAULT,
itype=None, otype=None):
AxiWriteResponse.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
# default values
self.bresp.assign(0)
if self.buser is not None:
self.buser.assign(user_mode)
def connect(self, ports, name):
if '_'.join([name, 'bid']) in ports:
bid = ports['_'.join([name, 'bid'])]
else:
bid = None
bresp = ports['_'.join([name, 'bresp'])]
if '_'.join([name, 'buser']) in ports:
buser = ports['_'.join([name, 'buser'])]
else:
buser = None
bvalid = ports['_'.join([name, 'bvalid'])]
bready = ports['_'.join([name, 'bready'])]
if bid is not None:
bid.connect(self.bid if self.bid is not None else 0)
bresp.connect(self.bresp)
if buser is not None:
buser.connect(self.buser if self.buser is not None else 0)
bvalid.connect(self.bvalid)
self.bready.connect(bready)
class AxiSlaveReadAddress(AxiReadAddress):
_I = util.t_Output
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=2,
itype=None, otype=None):
AxiReadAddress.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
def disable_read(self):
self.arready.assign(0)
def connect(self, ports, name):
if '_'.join([name, 'arid']) in ports:
arid = ports['_'.join([name, 'arid'])]
else:
arid = None
araddr = ports['_'.join([name, 'araddr'])]
arlen = ports['_'.join([name, 'arlen'])]
arsize = ports['_'.join([name, 'arsize'])]
arburst = ports['_'.join([name, 'arburst'])]
arlock = ports['_'.join([name, 'arlock'])]
arcache = ports['_'.join([name, 'arcache'])]
arprot = ports['_'.join([name, 'arprot'])]
arqos = ports['_'.join([name, 'arqos'])]
if '_'.join([name, 'aruser']) in ports:
aruser = ports['_'.join([name, 'aruser'])]
else:
aruser = None
arvalid = ports['_'.join([name, 'arvalid'])]
arready = ports['_'.join([name, 'arready'])]
if self.arid is not None:
self.arid.connect(arid if arid is not None else 0)
self.araddr.connect(araddr)
self.arlen.connect(arlen if arlen is not None else 0)
self.arsize.connect(arsize if arsize is not None else
int(math.log(self.datawidth // 8)))
self.arburst.connect(arburst if arburst is not None else BURST_INCR)
self.arlock.connect(arlock if arlock is not None else 0)
self.arcache.connect(arcache)
self.arprot.connect(arprot)
self.arqos.connect(arqos if arqos is not None else 0)
if self.aruser is not None:
self.aruser.connect(aruser if aruser is not None else 0)
self.arvalid.connect(arvalid)
arready.connect(self.arready)
class AxiSlaveReadData(AxiReadData):
_I = util.t_OutputReg
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
id_width=0, user_width=0,
user_mode=xUSER_DEFAULT,
itype=None, otype=None):
AxiReadData.__init__(self, m, name, datawidth, addrwidth,
id_width, user_width, itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_rdata', clk, rst)
# default values
self.rresp.assign(0)
if self.ruser is not None:
self.ruser.assign(user_mode)
def disable_read(self):
ports = [self.rvalid(0),
self.rlast(0)]
self.seq(
*ports
)
def push_read_data(self, data, last, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ors(self.rready, vtypes.Not(self.rvalid))
self.seq.If(ack)(
self.rdata(data),
self.rvalid(1),
self.rlast(last),
)
# de-assert
self.seq.Delay(1)(
self.rvalid(0),
self.rlast(0)
)
# retry
self.seq.If(vtypes.Ands(self.rvalid, vtypes.Not(self.rready)))(
self.rvalid(self.rvalid),
self.rlast(self.rlast)
)
return ack
def connect(self, ports, name):
if '_'.join([name, 'rid']) in ports:
rid = ports['_'.join([name, 'rid'])]
else:
rid = None
rdata = ports['_'.join([name, 'rdata'])]
rresp = ports['_'.join([name, 'rresp'])]
rlast = ports['_'.join([name, 'rlast'])]
if '_'.join([name, 'ruser']) in ports:
ruser = ports['_'.join([name, 'ruser'])]
else:
ruser = None
rvalid = ports['_'.join([name, 'rvalid'])]
rready = ports['_'.join([name, 'rready'])]
if rid is not None:
rid.connect(self.rid if self.rid is not None else 0)
rdata.connect(self.rdata)
rresp.connect(self.rresp)
if rlast is not None:
rlast.connect(self.rlast)
if ruser is not None:
ruser.connect(self.ruser if self.ruser is not None else 0)
rvalid.connect(self.rvalid)
self.rready.connect(rready)
# AXI-Lite Slave
class AxiLiteSlaveWriteAddress(AxiLiteWriteAddress):
_I = util.t_Output
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteWriteAddress.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
def disable_write(self):
self.awready.assign(0)
def connect(self, ports, name):
awaddr = ports['_'.join([name, 'awaddr'])]
awcache = ports['_'.join([name, 'awcache'])]
awprot = ports['_'.join([name, 'awprot'])]
awvalid = ports['_'.join([name, 'awvalid'])]
awready = ports['_'.join([name, 'awready'])]
self.awaddr.connect(awaddr)
self.awcache.connect(awcache)
self.awprot.connect(awprot)
self.awvalid.connect(awvalid)
awready.connect(self.awready)
class AxiLiteSlaveWriteData(AxiLiteWriteData):
_I = util.t_Output
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteWriteData.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
def disable_write(self):
self.wready.assign(0)
def pull_write_data(self, cond=None):
"""
@return data, mask, valid
"""
ready = make_condition(cond)
val = 1 if ready is None else ready
_connect_ready(self.wready._get_module(), self.wready, val)
data = self.wdata
mask = self.wstrb
valid = self.wvalid
return data, mask, valid
def connect(self, ports, name):
wdata = ports['_'.join([name, 'wdata'])]
wstrb = ports['_'.join([name, 'wstrb'])]
wvalid = ports['_'.join([name, 'wvalid'])]
wready = ports['_'.join([name, 'wready'])]
self.wdata.connect(wdata)
self.wstrb.connect(wstrb)
self.wvalid.connect(wvalid)
wready.connect(self.wready)
class AxiLiteSlaveWriteResponse(AxiLiteWriteResponse):
_I = util.t_OutputReg
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteWriteResponse.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
# default values
self.bresp.assign(0)
def connect(self, ports, name):
bresp = ports['_'.join([name, 'bresp'])]
bvalid = ports['_'.join([name, 'bvalid'])]
bready = ports['_'.join([name, 'bready'])]
bresp.connect(self.bresp)
bvalid.connect(self.bvalid)
self.bready.connect(bready)
class AxiLiteSlaveReadAddress(AxiLiteReadAddress):
_I = util.t_Output
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteReadAddress.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
def disable_read(self):
self.arready.assign(0)
def connect(self, ports, name):
araddr = ports['_'.join([name, 'araddr'])]
arcache = ports['_'.join([name, 'arcache'])]
arprot = ports['_'.join([name, 'arprot'])]
arvalid = ports['_'.join([name, 'arvalid'])]
arready = ports['_'.join([name, 'arready'])]
self.araddr.connect(araddr)
self.arcache.connect(arcache)
self.arprot.connect(arprot)
self.arvalid.connect(arvalid)
arready.connect(self.arready)
class AxiLiteSlaveReadData(AxiLiteReadData):
_I = util.t_OutputReg
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
itype=None, otype=None):
AxiLiteReadData.__init__(self, m, name, datawidth, addrwidth,
itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name + '_rdata', clk, rst)
# default values
self.rresp.assign(0)
def disable_read(self):
ports = [self.rvalid(0)]
self.seq(
*ports
)
def push_read_data(self, data, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ors(self.rready, vtypes.Not(self.rvalid))
self.seq.If(ack)(
self.rdata(data),
self.rvalid(1)
)
# de-assert
self.seq.Delay(1)(
self.rvalid(0)
)
# retry
self.seq.If(vtypes.Ands(self.rvalid, vtypes.Not(self.rready)))(
self.rvalid(self.rvalid)
)
return ack
def connect(self, ports, name):
rdata = ports['_'.join([name, 'rdata'])]
rresp = ports['_'.join([name, 'rresp'])]
rvalid = ports['_'.join([name, 'rvalid'])]
rready = ports['_'.join([name, 'rready'])]
rdata.connect(self.rdata)
rresp.connect(self.rresp)
rvalid.connect(self.rvalid)
self.rready.connect(rready)
class AxiStreamInData(AxiStreamInterfaceBase):
_O = util.t_Output
def __init__(self, m, name, clk, rst, datawidth=32,
with_last=True, with_strb=False,
id_width=0, user_width=0, dest_width=0,
itype=None, otype=None):
AxiStreamInterfaceBase.__init__(self, m, name, datawidth,
id_width, user_width, dest_width,
itype, otype)
self.clk = clk
self.rst = rst
self.seq = Seq(m, name, clk, rst)
self.tdata = util.make_port(
m, self.itype, name + '_tdata', self.datawidth, initval=0)
self.tvalid = util.make_port(
m, self.itype, name + '_tvalid', None, initval=0)
self.tready = util.make_port(
m, self.otype, name + '_tready', None, initval=0)
if not with_last:
self.tlast = None
else:
self.tlast = util.make_port(
m, self.itype, name + '_tlast', initval=0)
if not with_strb:
self.tstrb = None
else:
self.tstrb = util.make_port(
m, self.itype, name + '_tstrb', self.datawidth // 8, initval=0)
if isinstance(user_width, int) and user_width == 0:
self.tuser = None
else:
self.tuser = util.make_port(
m, self.itype, name + '_tuser', self.user_width, initval=0)
if isinstance(id_width, int) and id_width == 0:
self.tid = None
else:
self.tid = util.make_port(
m, self.itype, name + '_tid', self.id_width, initval=0)
if isinstance(dest_width, int) and dest_width == 0:
self.tdest = None
else:
self.tdest = util.make_port(
m, self.itype, name + '_tdest', self.dest_width, initval=0)
def read_data(self, cond=None):
"""
@return data, last, _id, user, dest, valid
"""
ready = make_condition(cond)
val = 1 if ready is None else ready
_connect_ready(self.tready._get_module(), self.tready, val)
data = self.tdata
valid = self.tvalid
last = self.tlast
_id = self.tid
user = self.tuser
dest = self.tdest
return data, last, _id, user, dest, valid
def connect(self, ports, name):
tdata = ports['_'.join([name, 'tdata'])]
tvalid = ports['_'.join([name, 'tvalid'])]
tready = ports['_'.join([name, 'tready'])]
if '_'.join([name, 'tlast']) in ports:
tlast = ports['_'.join([name, 'tlast'])]
else:
tlast = None
if '_'.join([name, 'tid']) in ports:
tid = ports['_'.join([name, 'tid'])]
else:
tid = None
if '_'.join([name, 'tuser']) in ports:
tuser = ports['_'.join([name, 'tuser'])]
else:
tuser = None
if '_'.join([name, 'tdest']) in ports:
tdest = ports['_'.join([name, 'tdest'])]
else:
tdest = None
self.tdata.connect(tdata)
self.tvalid.connect(tvalid)
tready.connect(self.tready)
if self.tlast is not None:
self.tlast.connect(tlast if tlast is not None else 1)
if self.tid is not None:
self.tid.connect(tid if tid is not None else 0)
if self.tuser is not None:
self.tuser.connect(tuser if tuser is not None else 0)
if self.tdest is not None:
self.tdest.connect(tdest if tdest is not None else 0)
def connect_stream(self, outdata):
if not isinstance(outdata, AxiStreamOutData):
raise TypeError('outdata must be an instance of AxiStreamOutData.')
tdata = outdata.tdata
tvalid = outdata.tvalid
tready = outdata.tready
if outdata.tlast is not None:
tlast = outdata.tlast
else:
tlast = None
if outdata.tid is not None:
tid = outdata.tid
else:
tid = None
if outdata.tuser is not None:
tuser = outdata.tuser
else:
tuser = None
if outdata.tdest is not None:
tdest = outdata.tdest
else:
tdest = None
self.tdata.connect(tdata)
self.tvalid.connect(tvalid)
tready.connect(self.tready)
if self.tlast is not None:
self.tlast.connect(tlast if tlast is not None else 1)
if self.tid is not None:
self.tid.connect(tid if tid is not None else 0)
if self.tuser is not None:
self.tuser.connect(tuser if tuser is not None else 0)
if self.tdest is not None:
self.tdest.connect(tdest if tdest is not None else 0)
def connect_master_rdata(self, rdata):
if not isinstance(rdata, AxiMasterReadData):
raise TypeError('rdata must be an instance of AxiMasterReadData.')
tdata = rdata.rdata
tvalid = rdata.rvalid
tready = rdata.rready
tlast = 0
if rdata.rid is not None:
tid = rdata.rid
else:
tid = None
if rdata.ruser is not None:
tuser = rdata.ruser
else:
tuser = None
tdest = None
self.tdata.connect(tdata)
self.tvalid.connect(tvalid)
tready.connect(self.tready)
if self.tlast is not None:
self.tlast.connect(tlast if tlast is not None else 1)
if self.tid is not None:
self.tid.connect(tid if tid is not None else 0)
if self.tuser is not None:
self.tuser.connect(tuser if tuser is not None else 0)
if self.tdest is not None:
self.tdest.connect(tdest if tdest is not None else 0)
class AxiStreamOutData(AxiStreamInData):
_I = util.t_OutputReg
_O = util.t_Input
def __init__(self, m, name, clk, rst, datawidth=32,
with_last=True, with_strb=False,
id_width=0, user_width=0, dest_width=0,
itype=None, otype=None):
AxiStreamInData.__init__(self, m, name, clk, rst, datawidth,
with_last, with_strb,
id_width, user_width, dest_width,
itype, otype)
# default values
if self.tuser is not None:
self.tuser.assign(0)
if self.tid is not None:
self.tid.assign(0)
def write_data(self, data, last=None, _id=None, user=None, dest=None, cond=None):
"""
@return ack
"""
if cond is not None:
self.seq.If(cond)
ack = vtypes.Ors(self.tready, vtypes.Not(self.tvalid))
self.seq.If(ack)(
self.tdata(data),
self.tvalid(1),
self.tlast(last) if self.tlast is not None else (),
self.tid(_id) if self.tid is not None else (),
self.tuser(user) if self.tuser is not None else (),
self.tdest(dest) if self.tdest is not None else (),
)
# de-assert
self.seq.Delay(1)(
self.tvalid(0),
self.tlast(0) if self.tlast is not None else ()
)
# retry
self.seq.If(vtypes.Ands(self.tvalid, vtypes.Not(self.tready)))(
self.tvalid(self.tvalid),
self.tlast(self.tlast) if self.tlast is not None else ()
)
return ack
def connect(self, ports, name):
tdata = ports['_'.join([name, 'tdata'])]
tvalid = ports['_'.join([name, 'tvalid'])]
tready = ports['_'.join([name, 'tready'])]
if '_'.join([name, 'tlast']) in ports:
tlast = ports['_'.join([name, 'tlast'])]
else:
tlast = None
if '_'.join([name, 'tid']) in ports:
tid = ports['_'.join([name, 'tid'])]
else:
tid = None
if '_'.join([name, 'tuser']) in ports:
tuser = ports['_'.join([name, 'tuser'])]
else:
tuser = None
if '_'.join([name, 'tdest']) in ports:
tdest = ports['_'.join([name, 'tdest'])]
else:
tdest = None
tdata.connect(self.tdata)
tvalid.connect(self.tvalid)
self.tready.connect(tready)
if tlast is not None:
tlast.connect(self.tlast if self.tlast is not None else 1)
if tuser is not None:
tuser.connect(self.tuser if self.tuser is not None else 0)
if tid is not None:
tid.connect(self.tid if self.tid is not None else 0)
if tdest is not None:
tdest.connect(self.tdest if self.tdest is not None else 0)
def connect_stream(self, indata):
if not isinstance(indata, AxiStreamInData):
raise TypeError('indata must be an instance of AxiStreamInData.')
tdata = indata.tdata
tvalid = indata.tvalid
tready = indata.tready
if indata.tlast is not None:
tlast = indata.tlast
else:
tlast = None
if indata.tid is not None:
tid = indata.tid
else:
tid = None
if indata.tuser is not None:
tuser = indata.tuser
else:
tuser = None
if indata.tdest is not None:
tdest = indata.tdest
else:
tdest = None
tdata.connect(self.tdata)
tvalid.connect(self.tvalid)
self.tready.connect(tready)
if tlast is not None:
tlast.connect(self.tlast if self.tlast is not None else 1)
if tuser is not None:
tuser.connect(self.tuser if self.tuser is not None else 0)
if tid is not None:
tid.connect(self.tid if self.tid is not None else 0)
if tdest is not None:
tdest.connect(self.tdest if self.tdest is not None else 0)
# AXI-Full
class AxiMaster(object):
burst_size_width = 8
boundary_size = 4096
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
waddr_id_width=0, wdata_id_width=0, wresp_id_width=0,
raddr_id_width=0, rdata_id_width=0,
waddr_user_width=2, wdata_user_width=0, wresp_user_width=0,
raddr_user_width=2, rdata_user_width=0,
waddr_burst_mode=BURST_INCR, raddr_burst_mode=BURST_INCR,
waddr_cache_mode=AxCACHE_NONCOHERENT, raddr_cache_mode=AxCACHE_NONCOHERENT,
waddr_prot_mode=AxPROT_NONCOHERENT, raddr_prot_mode=AxPROT_NONCOHERENT,
waddr_user_mode=AxUSER_NONCOHERENT, wdata_user_mode=xUSER_DEFAULT,
raddr_user_mode=AxUSER_NONCOHERENT,
noio=False, outstanding_wcount_width=3, sb_depth=1):
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.noio = noio
if not hasattr(self.m, 'masterbus'):
self.m.masterbus = []
self.m.masterbus.append(self)
itype = util.t_Wire if noio else None
otype = util.t_Reg if noio else None
wdata_otype = util.t_Wire if noio else None
rdata_otype = util.t_Wire if noio else None
self.waddr = AxiMasterWriteAddress(m, name, clk, rst, datawidth, addrwidth,
waddr_id_width, waddr_user_width,
waddr_burst_mode, waddr_cache_mode,
waddr_prot_mode, waddr_user_mode,
itype, otype)
self.wdata = AxiMasterWriteData(m, name, clk, rst, datawidth, addrwidth,
wdata_id_width, wdata_user_width,
wdata_user_mode, sb_depth,
itype, wdata_otype)
self.wresp = AxiMasterWriteResponse(m, name, clk, rst, datawidth, addrwidth,
wresp_id_width, wresp_user_width, itype, otype)
self.raddr = AxiMasterReadAddress(m, name, clk, rst, datawidth, addrwidth,
raddr_id_width, raddr_user_width,
raddr_burst_mode, raddr_cache_mode,
raddr_prot_mode, raddr_user_mode,
itype, otype)
self.rdata = AxiMasterReadData(m, name, clk, rst, datawidth, addrwidth,
rdata_id_width, rdata_user_width,
sb_depth,
itype, rdata_otype)
self.seq = Seq(m, name, clk, rst)
# outstanding write request
if outstanding_wcount_width < 2:
raise ValueError("outstanding_wcount_width must be 2 or more.")
self.outstanding_wcount_width = outstanding_wcount_width
self.outstanding_wcount = self.m.Reg('_'.join(['', name, 'outstanding_wcount']),
self.outstanding_wcount_width, initval=0)
self.seq.If(vtypes.Ands(self.waddr.awvalid, self.waddr.awready),
vtypes.Not(vtypes.Ands(self.wresp.bvalid, self.wresp.bready)),
self.outstanding_wcount < 2 ** self.outstanding_wcount_width - 1)(
self.outstanding_wcount.inc()
)
self.seq.If(vtypes.Not(vtypes.Ands(self.waddr.awvalid, self.waddr.awready)),
vtypes.Ands(self.wresp.bvalid, self.wresp.bready),
self.outstanding_wcount > 0)(
self.outstanding_wcount.dec()
)
self.has_outstanding_write = self.m.Wire(
'_'.join(['', name, 'has_outstanding_write']))
self.has_outstanding_write.assign(vtypes.Ors(self.outstanding_wcount > 0,
self.waddr.awvalid))
self._write_disabled = False
self._read_disabled = False
def disable_write(self):
self.waddr.disable_write()
self.wdata.disable_write()
self._write_disabled = True
def disable_read(self):
self.raddr.disable_read()
self.rdata.disable_read()
self._read_disabled = True
def mask_addr(self, addr):
s = util.log2(self.datawidth // 8)
shifted = self.m.TmpWire(self.addrwidth, prefix='mask_addr_shifted')
shifted.assign(addr >> s)
masked = self.m.TmpWire(self.addrwidth, prefix='mask_addr_masked')
masked.assign(shifted << s)
return masked
def check_boundary(self, addr, length, datawidth=None, boundary_size=None):
if datawidth is None:
datawidth = self.datawidth
if boundary_size is None:
boundary_size = self.boundary_size
masked_addr = self.mask_addr(addr)
mask = boundary_size - 1
return ((masked_addr & mask) + (length << util.log2(datawidth // 8))) >= boundary_size
def rest_boundary(self, addr, datawidth=None, boundary_size=None):
if datawidth is None:
datawidth = self.datawidth
if boundary_size is None:
boundary_size = self.boundary_size
masked_addr = self.mask_addr(addr)
mask = boundary_size - 1
return (vtypes.Int(boundary_size) - (masked_addr & mask)) >> util.log2(datawidth // 8)
def write_acceptable(self):
return self.outstanding_wcount < 2 ** self.outstanding_wcount_width - 2
def write_request(self, addr, length=1, cond=None):
"""
@return ack
"""
if self._write_disabled:
raise TypeError('Write disabled.')
if isinstance(length, int) and length > 2 ** self.burst_size_width:
raise ValueError("length must be less than 257.")
if isinstance(length, int) and length < 1:
raise ValueError("length must be more than 0.")
ack = self.waddr.write_request(addr, self.write_acceptable(), length, cond)
return ack
def write_data(self, data, last, cond=None):
"""
@return ack
"""
if self._write_disabled:
raise TypeError('Write disabled.')
ack = self.wdata.write_data(data, last, cond)
return ack
def write_completed(self):
return vtypes.Not(self.has_outstanding_write)
def read_request(self, addr, length=1, cond=None):
"""
@return ack
"""
if self._read_disabled:
raise TypeError('Read disabled.')
if isinstance(length, int) and length > 2 ** self.burst_size_width:
raise ValueError("length must be less than 257.")
if isinstance(length, int) and length < 1:
raise ValueError("length must be more than 0.")
ack = self.raddr.read_request(addr, length, cond)
return ack
def read_data(self, cond=None):
"""
@return data, valid, last
"""
if self._read_disabled:
raise TypeError('Read disabled.')
data, valid, last = self.rdata.read_data(cond)
return data, valid, last
def connect(self, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
self.waddr.connect(ports, name)
self.wdata.connect(ports, name)
self.wresp.connect(ports, name)
self.raddr.connect(ports, name)
self.rdata.connect(ports, name)
# AXI-Lite
class AxiLiteMaster(AxiMaster):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
waddr_cache_mode=AxCACHE_NONCOHERENT, raddr_cache_mode=AxCACHE_NONCOHERENT,
waddr_prot_mode=AxPROT_NONCOHERENT, raddr_prot_mode=AxPROT_NONCOHERENT,
noio=False, outstanding_wcount_width=3, sb_depth=1):
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.noio = noio
if not hasattr(self.m, 'masterbus'):
self.m.masterbus = []
self.m.masterbus.append(self)
itype = util.t_Wire if noio else None
otype = util.t_Reg if noio else None
wdata_otype = util.t_Wire if noio else None
rdata_otype = util.t_Wire if noio else None
self.waddr = AxiLiteMasterWriteAddress(m, name, clk, rst, datawidth, addrwidth,
waddr_cache_mode, waddr_prot_mode,
itype, otype)
self.wdata = AxiLiteMasterWriteData(m, name, clk, rst, datawidth, addrwidth,
sb_depth,
itype, wdata_otype)
self.wresp = AxiLiteMasterWriteResponse(m, name, clk, rst, datawidth, addrwidth,
itype, otype)
self.raddr = AxiLiteMasterReadAddress(m, name, clk, rst, datawidth, addrwidth,
raddr_cache_mode, raddr_prot_mode,
itype, otype)
self.rdata = AxiLiteMasterReadData(m, name, clk, rst, datawidth, addrwidth,
sb_depth,
itype, rdata_otype)
self.seq = Seq(m, name, clk, rst)
# outstanding write request
if outstanding_wcount_width < 2:
raise ValueError("outstanding_wcount_width must be 2 or more.")
self.outstanding_wcount_width = outstanding_wcount_width
self.outstanding_wcount = self.m.Reg('_'.join(['', name, 'outstanding_wcount']),
self.outstanding_wcount_width, initval=0)
self.seq.If(vtypes.Ands(self.waddr.awvalid, self.waddr.awready),
vtypes.Not(vtypes.Ands(self.wresp.bvalid, self.wresp.bready)),
self.outstanding_wcount < 2 ** self.outstanding_wcount_width - 1)(
self.outstanding_wcount.inc()
)
self.seq.If(vtypes.Not(vtypes.Ands(self.waddr.awvalid, self.waddr.awready)),
vtypes.Ands(self.wresp.bvalid, self.wresp.bready),
self.outstanding_wcount > 0)(
self.outstanding_wcount.dec()
)
self.has_outstanding_write = self.m.Wire(
'_'.join(['', name, 'has_outstanding_write']))
self.has_outstanding_write.assign(vtypes.Ors(self.outstanding_wcount > 0,
self.waddr.awvalid))
self._write_disabled = False
self._read_disabled = False
def disable_write(self):
self.waddr.disable_write()
self.wdata.disable_write()
self._write_disabled = True
def disable_read(self):
self.raddr.disable_read()
self.rdata.disable_read()
self._read_disabled = True
def write_acceptable(self):
""" AXI-Lite Master must not issue any request until the previous request is completed."""
return self.outstanding_wcount == 0
def write_request(self, addr, length=1, cond=None):
"""
@return ack
"""
if self._write_disabled:
raise TypeError('Write disabled.')
if length != 1:
raise ValueError('length must be 1 for lite-interface.')
ack = self.waddr.write_request(addr, self.write_acceptable(), length, cond)
return ack
def write_data(self, data, cond=None):
"""
@return ack
"""
if self._write_disabled:
raise TypeError('Write disabled.')
ack = self.wdata.write_data(data, cond)
return ack
def read_request(self, addr, length=1, cond=None):
"""
@return ack
"""
if self._read_disabled:
raise TypeError('Read disabled.')
if length != 1:
raise ValueError('length must be 1 for lite-interface.')
ack = self.raddr.read_request(addr, length, cond)
return ack
def read_data(self, cond=None):
"""
@return data, valid
"""
if self._read_disabled:
raise TypeError('Read disabled.')
data, valid = self.rdata.read_data(cond)
return data, valid
def connect(self, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
self.waddr.connect(ports, name)
self.wdata.connect(ports, name)
self.wresp.connect(ports, name)
self.raddr.connect(ports, name)
self.rdata.connect(ports, name)
class AxiSlave(object):
burst_size_width = 8
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
waddr_id_width=0, wdata_id_width=0, wresp_id_width=0,
raddr_id_width=0, rdata_id_width=0,
waddr_user_width=2, wdata_user_width=0, wresp_user_width=0,
raddr_user_width=2, rdata_user_width=0,
wresp_user_mode=xUSER_DEFAULT,
rdata_user_mode=xUSER_DEFAULT,
noio=False):
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.noio = noio
if not hasattr(self.m, 'slavebus'):
self.m.slavebus = []
self.m.slavebus.append(self)
itype = util.t_Wire if noio else None
otype = util.t_Wire if noio else None
rdata_itype = util.t_Reg if noio else None
self.waddr = AxiSlaveWriteAddress(m, name, clk, rst, datawidth, addrwidth,
waddr_id_width, waddr_user_width, itype, otype)
self.wdata = AxiSlaveWriteData(m, name, clk, rst, datawidth, addrwidth,
wdata_id_width, wdata_user_width, itype, otype)
self.wresp = AxiSlaveWriteResponse(m, name, clk, rst, datawidth, addrwidth,
wresp_id_width, wresp_user_width, wresp_user_mode,
itype, otype)
self.raddr = AxiSlaveReadAddress(m, name, clk, rst, datawidth, addrwidth,
raddr_id_width, raddr_user_width, itype, otype)
self.rdata = AxiSlaveReadData(m, name, clk, rst, datawidth, addrwidth,
rdata_id_width, rdata_user_width, rdata_user_mode,
rdata_itype, otype)
self.seq = Seq(m, name, clk, rst)
# write response
if self.wresp.bid is not None:
self.seq.If(self.waddr.awvalid, self.waddr.awready, vtypes.Not(self.wresp.bvalid))(
self.wresp.bid(self.waddr.awid if self.waddr.awid is not None else 0)
)
if self.rdata.rid is not None:
self.seq.If(self.raddr.arvalid, self.raddr.arready)(
self.rdata.rid(self.raddr.arid if self.raddr.arid is not None else 0)
)
self.seq.If(self.wresp.bvalid, self.wresp.bready)(
self.wresp.bvalid(0)
)
self.seq.If(self.wdata.wvalid, self.wdata.wready, self.wdata.wlast)(
self.wresp.bvalid(1)
)
self._write_disabled = False
self._read_disabled = False
def disable_write(self):
self.waddr.disable_write()
self.wdata.disable_write()
self._write_disabled = True
def disable_read(self):
self.raddr.disable_read()
self.rdata.disable_read()
self._read_disabled = True
def pull_request(self, cond):
"""
@return addr, length, readvalid, writevalid
"""
addr = self.m.TmpReg(self.addrwidth, initval=0, prefix='addr')
length = self.m.TmpReg(self.burst_size_width + 1, initval=0, prefix='length')
writevalid = self.m.TmpReg(initval=0, prefix='writevalid')
readvalid = self.m.TmpReg(initval=0, prefix='readvalid')
prev_awvalid = self.m.TmpReg(initval=0, prefix='prev_awvalid')
self.seq(
prev_awvalid(self.waddr.awvalid)
)
prev_arvalid = self.m.TmpReg(initval=0, prefix='prev_arvalid')
self.seq(
prev_arvalid(self.raddr.arvalid)
)
ready = make_condition(cond)
write_ack = vtypes.Ands(self.waddr.awready, self.waddr.awvalid,
vtypes.Not(self.wresp.bvalid))
read_ack = vtypes.Ands(self.raddr.arready, self.raddr.arvalid)
writeval = vtypes.Ands(vtypes.Not(writevalid), vtypes.Not(readvalid),
vtypes.Not(self.wresp.bvalid),
prev_awvalid)
if ready is not None:
writeval = vtypes.Ands(ready, writeval)
readval = vtypes.Ands(vtypes.Not(readvalid), vtypes.Not(writevalid),
prev_arvalid, vtypes.Not(prev_awvalid))
if ready is not None:
readval = vtypes.Ands(ready, readval)
_connect_ready(self.waddr.awready._get_module(),
self.waddr.awready, writeval)
_connect_ready(self.raddr.arready._get_module(),
self.raddr.arready, readval)
self.seq(
writevalid(0),
readvalid(0)
)
self.seq.If(write_ack)(
addr(self.waddr.awaddr),
length(self.waddr.awlen + 1),
writevalid(1)
).Elif(read_ack)(
addr(self.raddr.araddr),
length(self.raddr.arlen + 1),
readvalid(1)
)
return addr, length, readvalid, writevalid
def pull_write_request(self, cond=None):
"""
@return addr, length, valid
"""
if self._write_disabled:
raise TypeError('Write disabled.')
addr = self.m.TmpReg(self.addrwidth, initval=0, prefix='addr')
length = self.m.TmpReg(self.burst_size_width + 1, initval=0, prefix='length')
valid = self.m.TmpReg(initval=0, prefix='valid')
prev_awvalid = self.m.TmpReg(initval=0, prefix='prev_awvalid')
self.seq(
prev_awvalid(self.waddr.awvalid)
)
ready = make_condition(cond)
ack = vtypes.Ands(self.waddr.awready, self.waddr.awvalid,
vtypes.Not(self.wresp.bvalid))
val = (vtypes.Ands(vtypes.Not(valid),
vtypes.Not(self.wresp.bvalid),
prev_awvalid) if ready is None else
vtypes.Ands(ready, vtypes.Not(valid),
vtypes.Not(self.wresp.bvalid),
prev_awvalid))
_connect_ready(self.waddr.awready._get_module(),
self.waddr.awready, val)
self.seq(
valid(0)
)
self.seq.If(ack)(
addr(self.waddr.awaddr),
length(self.waddr.awlen + 1),
valid(1)
)
return addr, length, valid
def pull_read_request(self, cond=None):
"""
@return addr, length, valid
"""
if self._read_disabled:
raise TypeError('Read disabled.')
addr = self.m.TmpReg(self.addrwidth, initval=0, prefix='addr')
length = self.m.TmpReg(self.burst_size_width + 1, initval=0, prefix='length')
valid = self.m.TmpReg(initval=0, prefix='valid')
prev_arvalid = self.m.TmpReg(initval=0, prefix='prev_arvalid')
self.seq(
prev_arvalid(self.raddr.arvalid)
)
ready = make_condition(cond)
ack = vtypes.Ands(self.raddr.arready, self.raddr.arvalid)
val = (vtypes.Ands(vtypes.Not(valid), prev_arvalid) if ready is None else
vtypes.Ands(ready, vtypes.Not(valid), prev_arvalid))
_connect_ready(self.raddr.arready._get_module(),
self.raddr.arready, val)
self.seq(
valid(0)
)
self.seq.If(ack)(
addr(self.raddr.araddr),
length(self.raddr.arlen + 1),
valid(1)
)
return addr, length, valid
def pull_write_data(self, cond=None):
"""
@return data, mask, valid, last
"""
if self._write_disabled:
raise TypeError('Write disabled.')
data, mask, valid, last = self.wdata.pull_write_data(cond)
return data, mask, valid, last
def push_read_data(self, data, last, cond=None):
"""
@return ack
"""
if self._read_disabled:
raise TypeError('Read disabled.')
ack = self.rdata.push_read_data(data, last, cond)
return ack
def connect(self, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
ports = defaultdict(lambda: None, ports)
self.waddr.connect(ports, name)
self.wdata.connect(ports, name)
self.wresp.connect(ports, name)
self.raddr.connect(ports, name)
self.rdata.connect(ports, name)
class AxiLiteSlave(AxiSlave):
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
noio=False):
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.noio = noio
if not hasattr(self.m, 'slavebus'):
self.m.slavebus = []
self.m.slavebus.append(self)
itype = util.t_Wire if noio else None
otype = util.t_Wire if noio else None
rdata_itype = util.t_Reg if noio else None
self.waddr = AxiLiteSlaveWriteAddress(m, name, clk, rst, datawidth, addrwidth,
itype, otype)
self.wdata = AxiLiteSlaveWriteData(m, name, clk, rst, datawidth, addrwidth,
itype, otype)
self.wresp = AxiLiteSlaveWriteResponse(m, name, clk, rst, datawidth, addrwidth,
itype, otype)
self.raddr = AxiLiteSlaveReadAddress(m, name, clk, rst, datawidth, addrwidth,
itype, otype)
self.rdata = AxiLiteSlaveReadData(m, name, clk, rst, datawidth, addrwidth,
rdata_itype, otype)
self.seq = Seq(m, name, clk, rst)
# write response
self.seq.If(self.wresp.bvalid, self.wresp.bready)(
self.wresp.bvalid(0)
)
self.seq.If(self.wdata.wvalid, self.wdata.wready)(
self.wresp.bvalid(1)
)
self._write_disabled = False
self._read_disabled = False
def disable_write(self):
self.waddr.disable_write()
self.wdata.disable_write()
self._write_disabled = True
def disable_read(self):
self.raddr.disable_read()
self.rdata.disable_read()
self._read_disabled = True
def pull_request(self, cond):
"""
@return addr, readvalid, writevalid
"""
addr = self.m.TmpReg(self.addrwidth, initval=0, prefix='addr')
writevalid = self.m.TmpReg(initval=0, prefix='writevalid')
readvalid = self.m.TmpReg(initval=0, prefix='readvalid')
prev_awvalid = self.m.TmpReg(initval=0, prefix='prev_awvalid')
self.seq(
prev_awvalid(self.waddr.awvalid)
)
prev_arvalid = self.m.TmpReg(initval=0, prefix='prev_arvalid')
self.seq(
prev_arvalid(self.raddr.arvalid)
)
ready = make_condition(cond)
write_ack = vtypes.Ands(self.waddr.awready, self.waddr.awvalid,
vtypes.Not(self.wresp.bvalid))
read_ack = vtypes.Ands(self.raddr.arready, self.raddr.arvalid)
writeval = vtypes.Ands(vtypes.Not(writevalid), vtypes.Not(readvalid),
vtypes.Not(self.wresp.bvalid),
prev_awvalid)
if ready is not None:
writeval = vtypes.Ands(ready, writeval)
readval = vtypes.Ands(vtypes.Not(readvalid), vtypes.Not(writevalid),
prev_arvalid, vtypes.Not(prev_awvalid))
if ready is not None:
readval = vtypes.Ands(ready, readval)
_connect_ready(self.waddr.awready._get_module(),
self.waddr.awready, writeval)
_connect_ready(self.raddr.arready._get_module(),
self.raddr.arready, readval)
self.seq(
writevalid(0),
readvalid(0)
)
self.seq.If(write_ack)(
addr(self.waddr.awaddr),
writevalid(1)
).Elif(read_ack)(
addr(self.raddr.araddr),
readvalid(1)
)
return addr, readvalid, writevalid
def pull_write_request(self, cond=None):
"""
@return addr, valid
"""
if self._write_disabled:
raise TypeError('Write disabled.')
addr = self.m.TmpReg(self.addrwidth, initval=0, prefix='addr')
valid = self.m.TmpReg(initval=0, prefix='valid')
prev_awvalid = self.m.TmpReg(initval=0, prefix='prev_awvalid')
self.seq(
prev_awvalid(self.waddr.awvalid)
)
ready = make_condition(cond)
ack = vtypes.Ands(self.waddr.awready, self.waddr.awvalid,
vtypes.Not(self.wresp.bvalid))
val = (vtypes.Ands(vtypes.Not(valid),
vtypes.Not(self.wresp.bvalid),
prev_awvalid) if ready is None else
vtypes.Ands(ready, vtypes.Not(valid),
vtypes.Not(self.wresp.bvalid),
prev_awvalid))
_connect_ready(self.waddr.awready._get_module(),
self.waddr.awready, val)
self.seq(
valid(0)
)
self.seq.If(ack)(
addr(self.waddr.awaddr),
valid(1)
)
return addr, valid
def pull_read_request(self, cond=None):
"""
@return addr, valid
"""
if self._read_disabled:
raise TypeError('Read disabled.')
addr = self.m.TmpReg(self.addrwidth, initval=0, prefix='addr')
valid = self.m.TmpReg(initval=0, prefix='valid')
prev_arvalid = self.m.TmpReg(initval=0, prefix='prev_arvalid')
self.seq(
prev_arvalid(self.raddr.arvalid)
)
ready = make_condition(cond)
ack = vtypes.Ands(self.raddr.arready, self.raddr.arvalid)
val = (vtypes.Ands(vtypes.Not(valid), prev_arvalid) if ready is None else
vtypes.Ands(ready, vtypes.Not(valid), prev_arvalid))
_connect_ready(self.raddr.arready._get_module(),
self.raddr.arready, val)
self.seq(
valid(0)
)
self.seq.If(ack)(
addr(self.raddr.araddr),
valid(1)
)
return addr, valid
def pull_write_data(self, cond=None):
"""
@return data, mask, valid
"""
if self._write_disabled:
raise TypeError('Write disabled.')
data, mask, valid = self.wdata.pull_write_data(cond)
return data, mask, valid
def push_read_data(self, data, cond=None):
"""
@return ack
"""
if self._read_disabled:
raise TypeError('Read disabled.')
ack = self.rdata.push_read_data(data, cond)
return ack
def connect(self, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
self.waddr.connect(ports, name)
self.wdata.connect(ports, name)
self.wresp.connect(ports, name)
self.raddr.connect(ports, name)
self.rdata.connect(ports, name)
class AxiStreamIn(object):
def __init__(self, m, name, clk, rst, datawidth=32,
with_last=True, with_strb=False,
id_width=0, user_width=0, dest_width=0,
noio=False):
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.noio = noio
if not hasattr(self.m, 'streaminbus'):
self.m.streaminbus = []
self.m.streaminbus.append(self)
itype = util.t_Wire if noio else None
otype = util.t_Wire if noio else None
self.tdata = AxiStreamInData(m, name, clk, rst, datawidth,
with_last, with_strb,
id_width, user_width, dest_width,
itype, otype)
self.seq = Seq(m, name, clk, rst)
def read_data(self, cond=None):
"""
@return data, last, _id, user, dest, valid
"""
data, last, _id, user, dest, valid = self.tdata.read_data(cond)
return data, last, _id, user, dest, valid
def connect(self, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
self.tdata.connect(ports, name)
def connect_stream(self, stream):
if not isinstance(stream, AxiStreamOut):
raise TypeError('stream must be an instance of AxiStreamOut.')
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
outdata = stream.tdata
self.tdata.connect_stream(outdata)
def connect_master_rdata(self, master):
if not isinstance(master, AxiMaster):
raise TypeError('master must be an instance of AxiMaster.')
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
rdata = master.rdata
self.tdata.connect_master_rdata(rdata)
class AxiStreamOut(object):
def __init__(self, m, name, clk, rst, datawidth=32,
with_last=True, with_strb=False,
id_width=0, user_width=0, dest_width=0,
noio=False):
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.noio = noio
if not hasattr(self.m, 'streamoutbus'):
self.m.streamoutbus = []
self.m.streamoutbus.append(self)
itype = util.t_Reg if noio else None
otype = util.t_Wire if noio else None
self.tdata = AxiStreamOutData(m, name, clk, rst, datawidth,
with_last, with_strb,
id_width, user_width, dest_width,
itype, otype)
self.seq = Seq(m, name, clk, rst)
def write_data(self, data, last=None, _id=None, user=None, dest=None, cond=None):
"""
@return ack
"""
ack = self.tdata.write_data(data, last, _id, user, dest, cond)
return ack
def connect(self, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
self.tdata.connect(ports, name)
def connect_stream(self, stream):
if not isinstance(stream, AxiStreamIn):
raise TypeError('stream must be an instance of AxiStreamIn.')
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
indata = stream.tdata
self.tdata.connect_stream(indata)
class AxiMemoryModel(AxiSlave):
__intrinsics__ = ('read', 'write',
'read_word', 'write_word')
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
mem_datawidth=32, mem_addrwidth=20,
memimg=None, memimg_name=None,
memimg_datawidth=None,
write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4,
waddr_id_width=0, wdata_id_width=0, wresp_id_width=0,
raddr_id_width=0, rdata_id_width=0,
waddr_user_width=2, wdata_user_width=0, wresp_user_width=0,
raddr_user_width=2, rdata_user_width=0,
wresp_user_mode=xUSER_DEFAULT,
rdata_user_mode=xUSER_DEFAULT,
req_fifo_addrwidth=3, data_fifo_addrwidth=3):
if mem_datawidth % 8 != 0:
raise ValueError('mem_datawidth must be a multiple of 8')
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.noio = True
self.mem_datawidth = mem_datawidth
self.mem_addrwidth = mem_addrwidth
self.req_fifo_addrwidth = req_fifo_addrwidth
itype = util.t_Reg
otype = util.t_Wire
wdata_itype = util.t_Wire
self.waddr = AxiSlaveWriteAddress(m, name, clk, rst, datawidth, addrwidth,
waddr_id_width, waddr_user_width, itype, otype)
self.wdata = AxiSlaveWriteData(m, name, clk, rst, datawidth, addrwidth,
wdata_id_width, wdata_user_width, wdata_itype, otype)
self.wresp = AxiSlaveWriteResponse(m, name, clk, rst, datawidth, addrwidth,
wresp_id_width, wresp_user_width, wresp_user_mode,
itype, otype)
self.raddr = AxiSlaveReadAddress(m, name, clk, rst, datawidth, addrwidth,
raddr_id_width, raddr_user_width, itype, otype)
self.rdata = AxiSlaveReadData(m, name, clk, rst, datawidth, addrwidth,
rdata_id_width, rdata_user_width, rdata_user_mode,
itype, otype)
self.seq = Seq(self.m, '_'.join(['', self.name, 'seq']), clk, rst)
self.waddr_fsm = FSM(self.m, '_'.join(['', self.name, 'waddr_fsm']), clk, rst)
self.wdata_fsm = FSM(self.m, '_'.join(['', self.name, 'wdata_fsm']), clk, rst)
self.raddr_fsm = FSM(self.m, '_'.join(['', self.name, 'raddr_fsm']), clk, rst)
self.rdata_fsm = FSM(self.m, '_'.join(['', self.name, 'rdata_fsm']), clk, rst)
self.wreq_fifo = FIFO(self.m, '_'.join(['', self.name, 'wreq_fifo']),
clk, rst,
datawidth=addrwidth + 9 + waddr_id_width,
addrwidth=req_fifo_addrwidth,
sync=False)
self.rreq_fifo = FIFO(self.m, '_'.join(['', self.name, 'rreq_fifo']),
clk, rst,
datawidth=addrwidth + 9 + waddr_id_width,
addrwidth=req_fifo_addrwidth,
sync=False)
self.wdata_fifo = FIFO(self.m, '_'.join(['', self.name, 'wdata_fifo']),
clk, rst,
datawidth=datawidth + int(datawidth / 8) + 1,
addrwidth=data_fifo_addrwidth,
sync=False)
self.wdata.wready.assign(vtypes.Not(self.wdata_fifo.almost_full))
enq_cond = vtypes.Ands(self.wdata.wvalid, self.wdata.wready)
self.wdata_fifo.enq_rtl(self.pack_write_data(self.wdata.wdata,
self.wdata.wstrb,
self.wdata.wlast),
cond=enq_cond)
if memimg is None:
if memimg_name is None:
memimg_name = get_memimg_name()
size = 2 ** self.mem_addrwidth
width = self.mem_datawidth
self._make_img(memimg_name, size, width)
elif isinstance(memimg, str):
memimg_name = memimg
num_words = sum(1 for line in open(memimg, 'r'))
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
else:
if memimg_datawidth is None:
memimg_datawidth = mem_datawidth
if memimg_name is None:
memimg_name = get_memimg_name()
num_words = to_memory_image(memimg_name, memimg, datawidth=memimg_datawidth)
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
self.mem = self.m.Reg(
'_'.join(['', self.name, 'mem']), 8, vtypes.Int(2) ** self.mem_addrwidth)
self.m.Initial(
vtypes.Systask('readmemh', memimg_name, self.mem)
)
self._make_fsm(write_delay, read_delay, sleep_interval, keep_sleep)
@staticmethod
def _make_img(filename, size, width, blksize=4096):
import numpy as np
wordsize = width // 8
zero = np.zeros([size // wordsize, wordsize], dtype=np.int64)
base = np.arange(size // wordsize, dtype=np.int64).reshape([-1, 1])
shamt = np.arange(wordsize, dtype=np.int64) * [8]
mask = np.full([1], 2 ** 8 - 1, dtype=np.int64)
data = (((zero + base) >> shamt) & mask).reshape([-1])
fmt = '%02x\n'
with open(filename, 'w') as f:
for i in range(0, len(data), blksize):
blk = data[i:i + blksize]
s = ''.join([fmt % d for d in blk])
f.write(s)
def _make_fsm(self, write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4):
write_count = self.m.Reg(
'_'.join(['', 'write_count']), self.addrwidth + 1, initval=0)
write_addr = self.m.Reg(
'_'.join(['', 'write_addr']), self.addrwidth, initval=0)
read_count = self.m.Reg(
'_'.join(['', 'read_count']), self.addrwidth + 1, initval=0)
read_addr = self.m.Reg(
'_'.join(['', 'read_addr']), self.addrwidth, initval=0)
if sleep_interval > 0:
sleep_interval_count = self.m.Reg(
'_'.join(['', 'sleep_interval_count']), self.addrwidth + 1, initval=0)
if keep_sleep > 0:
keep_sleep_count = self.m.Reg(
'_'.join(['', 'keep_sleep_count']), self.addrwidth + 1, initval=0)
self.seq.If(sleep_interval_count == sleep_interval - 1)(
keep_sleep_count.inc()
)
self.seq.If(sleep_interval_count == sleep_interval - 1,
keep_sleep_count == keep_sleep - 1)(
keep_sleep_count(0)
)
cond = keep_sleep_count == keep_sleep - 1
else:
cond = None
self.seq.If(sleep_interval_count < sleep_interval - 1)(
sleep_interval_count.inc()
)
self.seq.If(cond, sleep_interval_count == sleep_interval - 1)(
sleep_interval_count(0)
)
# --------------------
# waddr FSM
# --------------------
# waiting a request
self.waddr_fsm(
self.waddr.awready(0)
)
self.waddr_fsm.If(self.waddr.awvalid).goto_next()
# delay
for _ in range(write_delay):
self.waddr_fsm.goto_next()
# response and enqueue
self.waddr_fsm.If(vtypes.Not(self.wreq_fifo.almost_full))(
self.waddr.awready(1)
)
self.waddr_fsm.If(self.waddr.awvalid, self.waddr.awready)(
self.waddr.awready(0)
)
enq_cond = vtypes.Ands(self.waddr_fsm.here,
self.waddr.awvalid, self.waddr.awready)
_ = self.wreq_fifo.enq_rtl(self.pack_write_req(self.waddr.awaddr,
self.waddr.awlen + 1,
self.waddr.awid),
cond=enq_cond)
self.waddr_fsm.If(vtypes.Not(self.waddr.awvalid)).goto_init()
self.waddr_fsm.If(self.waddr.awvalid, self.waddr.awready).goto_init()
# --------------------
# wdata FSM
# --------------------
# waiting a request
_waddr, _size, _wid = self.unpack_write_req(self.wreq_fifo.rdata,
self.waddr.id_width)
deq_cond = vtypes.Ands(self.wdata_fsm.here, vtypes.Not(self.wreq_fifo.empty))
_ = self.wreq_fifo.deq_rtl(cond=deq_cond)
self.wdata_fsm(
self.wresp.bvalid(0)
)
self.wdata_fsm.If(vtypes.Not(self.wreq_fifo.empty))(
write_addr(_waddr),
write_count(_size),
)
if self.wresp.bid is not None:
self.wdata_fsm.If(vtypes.Not(self.wreq_fifo.empty))(
self.wresp.bid(_wid)
)
self.wdata_fsm.If(vtypes.Not(self.wreq_fifo.empty)).goto_next()
# write
_wdata, _wstrb, _wlast = self.unpack_write_data(self.wdata_fifo.rdata)
_wvalid = self.m.TmpWire(prefix='write_data_wvalid')
_wvalid.assign(vtypes.Not(self.wdata_fifo.empty))
_wready = self.m.TmpWire(prefix='write_data_wready')
if sleep_interval > 0:
_wready.assign(vtypes.Ands(self.wdata_fsm.here,
sleep_interval_count != sleep_interval - 1))
else:
_wready.assign(self.wdata_fsm.here)
deq_cond = vtypes.Ands(_wready, vtypes.Not(self.wdata_fifo.empty))
_ = self.wdata_fifo.deq_rtl(cond=deq_cond)
for i in range(int(self.datawidth / 8)):
self.seq.If(self.wdata_fsm.here,
_wvalid, _wready, _wstrb[i])(
self.mem[write_addr + i](_wdata[i * 8:i * 8 + 8])
)
self.wdata_fsm.If(_wvalid, _wready)(
write_addr.add(int(self.datawidth / 8)),
write_count.dec()
)
# write complete
self.wdata_fsm.If(_wvalid, _wready, write_count == 1)(
self.wresp.bvalid(1)
)
self.wdata_fsm.If(_wvalid, _wready, _wlast)(
self.wresp.bvalid(1)
)
self.wdata_fsm.If(_wvalid, _wready, write_count == 1).goto_init()
self.wdata_fsm.If(_wvalid, _wready, _wlast).goto_init()
# --------------------
# raddr FSM
# --------------------
# waiting a request
self.raddr_fsm(
self.raddr.arready(0)
)
self.raddr_fsm.If(self.raddr.arvalid).goto_next()
# response and enqueue
self.raddr_fsm.If(vtypes.Not(self.rreq_fifo.almost_full))(
self.raddr.arready(1)
)
self.raddr_fsm.If(self.raddr.arvalid, self.raddr.arready)(
self.raddr.arready(0)
)
enq_cond = vtypes.Ands(self.raddr_fsm.here,
self.raddr.arvalid, self.raddr.arready)
_ = self.rreq_fifo.enq_rtl(self.pack_read_req(self.raddr.araddr,
self.raddr.arlen + 1,
self.raddr.arid),
cond=enq_cond)
self.raddr_fsm.If(vtypes.Not(self.raddr.arvalid)).goto_init()
self.raddr_fsm.If(self.raddr.arvalid, self.raddr.arready).goto_init()
# --------------------
# rdata FSM
# --------------------
# waiting a request
_raddr, _size, _rid = self.unpack_read_req(self.rreq_fifo.rdata,
self.raddr.id_width)
deq_cond = vtypes.Ands(self.rdata_fsm.here, vtypes.Not(self.rreq_fifo.empty))
_ = self.rreq_fifo.deq_rtl(cond=deq_cond)
self.rdata_fsm.If(vtypes.Not(self.rreq_fifo.empty))(
read_addr(_raddr),
read_count(_size),
)
if self.rdata.rid is not None:
self.rdata_fsm.If(vtypes.Not(self.rreq_fifo.empty))(
self.rdata.rid(_rid)
)
self.rdata_fsm.If(vtypes.Not(self.rreq_fifo.empty)).goto_next()
# delay
for _ in range(read_delay):
self.rdata_fsm.goto_next()
# read
for i in range(int(self.datawidth / 8)):
self.rdata_fsm.If(vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rdata[i * 8:i * 8 + 8](self.mem[read_addr + i])
)
if sleep_interval > 0:
self.rdata_fsm.If(sleep_interval_count < sleep_interval - 1, read_count > 0,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
self.rdata_fsm.If(sleep_interval_count < sleep_interval - 1, read_count == 1,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rlast(1)
)
else:
self.rdata_fsm.If(read_count > 0,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
self.rdata_fsm.If(read_count == 1,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rlast(1)
)
# de-assert
self.rdata_fsm.Delay(1)(
self.rdata.rvalid(0),
self.rdata.rlast(0)
)
# retry
self.rdata_fsm.If(self.rdata.rvalid, vtypes.Not(self.rdata.rready))(
self.rdata.rvalid(self.rdata.rvalid),
self.rdata.rdata(self.rdata.rdata),
self.rdata.rlast(self.rdata.rlast)
)
# read complete
self.rdata_fsm.If(self.rdata.rvalid, self.rdata.rready,
read_count == 0).goto_init()
def read(self, fsm, addr):
""" intrinsic for thread """
cond = fsm.state == fsm.current
rdata = self.m.TmpReg(self.mem_datawidth, initval=0, signed=True, prefix='rdata')
num_bytes = self.mem_datawidth // 8
fsm.If(cond)(
rdata(vtypes.Cat(*reversed([self.mem[addr + i]
for i in range(num_bytes)])))
)
fsm.goto_next()
return rdata
def write(self, fsm, addr, wdata):
""" intrinsic for thread """
cond = fsm.state == fsm.current
num_bytes = self.mem_datawidth // 8
wdata_wire = self.m.TmpWire(self.mem_datawidth, prefix='wdata_wire')
wdata_wire.assign(wdata)
for i in range(num_bytes):
self.seq.If(cond)(
self.mem[addr + i](wdata_wire[i * 8:i * 8 + 8])
)
fsm.goto_next()
return 0
def read_word(self, fsm, word_index, byte_offset, bits=8):
""" intrinsic method word-indexed read """
cond = fsm.state == fsm.current
rdata = self.m.TmpReg(bits, initval=0, signed=True, prefix='rdata')
num_bytes = int(math.ceil(bits / 8))
addr = vtypes.Add(byte_offset,
vtypes.Div(vtypes.Mul(word_index, bits), 8))
shift = word_index * bits % 8
raw_data = vtypes.Cat(*reversed([self.mem[addr + i]
for i in range(num_bytes)]))
fsm.If(cond)(
rdata(raw_data >> shift)
)
fsm.goto_next()
return rdata
def write_word(self, fsm, word_index, byte_offset, wdata, bits=8):
""" intrinsic method word-indexed write """
cond = fsm.state == fsm.current
rdata = self.m.TmpReg(bits, initval=0, signed=True, prefix='rdata')
num_bytes = int(math.ceil(bits / 8))
addr = vtypes.Add(byte_offset,
vtypes.Div(vtypes.Mul(word_index, bits), 8))
shift = word_index * bits % 8
wdata_wire = self.m.TmpWire(bits, prefix='wdata_wire')
wdata_wire.assign(wdata)
mem_data = vtypes.Cat(*reversed([self.mem[addr + i]
for i in range(num_bytes)]))
mem_data_wire = self.m.TmpWire(8 * num_bytes, prefix='mem_data_wire')
mem_data_wire.assign(mem_data)
inv_mask = self.m.TmpWire(8 * num_bytes, prefix='inv_mask')
inv_mask.assign(vtypes.Repeat(vtypes.Int(1, 1), bits) << shift)
mask = self.m.TmpWire(8 * num_bytes, prefix='mask')
mask.assign(vtypes.Unot(inv_mask))
raw_data = vtypes.Or(wdata_wire << shift,
vtypes.And(mem_data_wire, mask))
raw_data_wire = self.m.TmpWire(8 * num_bytes, prefix='raw_data_wire')
raw_data_wire.assign(raw_data)
for i in range(num_bytes):
self.seq.If(cond)(
self.mem[addr + i](raw_data_wire[i * 8:i * 8 + 8])
)
fsm.goto_next()
return 0
def pack_write_data(self, wdata, wstrb, wlast):
_wdata = self.m.TmpWire(self.datawidth, prefix='pack_write_data_wdata')
_wstrb = self.m.TmpWire(int(self.datawidth / 8), prefix='pack_write_data_wstrb')
_wlast = self.m.TmpWire(1, prefix='pack_write_data_wlast')
_wdata.assign(wdata)
_wstrb.assign(wstrb)
_wlast.assign(wlast)
packed_width = self.datawidth + int(self.datawidth / 8) + 1
packed = self.m.TmpWire(packed_width, prefix='pack_write_data_packed')
packed.assign(vtypes.Cat(_wlast, _wstrb, _wdata))
return packed
def unpack_write_data(self, v):
offset = 0
wdata = v[offset: offset + self.datawidth]
offset += self.datawidth
wstrb = v[offset: offset + int(self.datawidth / 8)]
offset += int(self.datawidth / 8)
wlast = v[offset]
offset += 1
_wdata = self.m.TmpWire(self.datawidth, prefix='pack_write_data_wdata')
_wstrb = self.m.TmpWire(int(self.datawidth / 8), prefix='pack_write_data_wstrb')
_wlast = self.m.TmpWire(1, prefix='pack_write_data_wlast')
_wdata.assign(wdata)
_wstrb.assign(wstrb)
_wlast.assign(wlast)
return _wdata, _wstrb, _wlast
def pack_write_req(self, global_addr, size, wid=None):
_global_addr = self.m.TmpWire(self.addrwidth, prefix='pack_write_req_global_addr')
_size = self.m.TmpWire(9, prefix='pack_write_req_size')
if wid is not None:
_wid = self.m.TmpWireLike(wid, prefix='pack_write_req_wid')
_global_addr.assign(global_addr)
_size.assign(size)
if wid is not None:
_wid.assign(wid)
packed_width = self.addrwidth + 9
if wid is not None:
packed_width += _wid.width
packed = self.m.TmpWire(packed_width, prefix='pack_write_req_packed')
vars = [_global_addr, _size]
if wid is not None:
vars.append(_wid)
packed.assign(vtypes.Cat(*vars))
return packed
def unpack_write_req(self, v, id_width=0):
offset = 0
if id_width > 0:
wid = v[0: id_width]
offset += id_width
size = v[offset: offset + 9]
offset += 9
global_addr = v[offset: offset + self.addrwidth]
_global_addr = self.m.TmpWire(self.addrwidth, prefix='unpack_write_req_global_addr')
_size = self.m.TmpWire(9, prefix='unpack_write_req_size')
if id_width > 0:
_wid = self.m.TmpWire(id_width, prefix='unpack_write_req_wid')
else:
_wid = 0
_global_addr.assign(global_addr)
_size.assign(size)
if id_width > 0:
_wid.assign(wid)
return _global_addr, _size, _wid
def pack_read_req(self, global_addr, size, rid=None):
_global_addr = self.m.TmpWire(self.addrwidth, prefix='pack_read_req_global_addr')
_size = self.m.TmpWire(9, prefix='pack_read_req_size')
if rid is not None:
_rid = self.m.TmpWireLike(rid, prefix='pack_read_req_rid')
_global_addr.assign(global_addr)
_size.assign(size)
if rid is not None:
_rid.assign(rid)
packed_width = self.addrwidth + 9
if rid is not None:
packed_width += _rid.width
packed = self.m.TmpWire(packed_width, prefix='pack_read_req_packed')
vars = [_global_addr, _size]
if rid is not None:
vars.append(_rid)
packed.assign(vtypes.Cat(*vars))
return packed
def unpack_read_req(self, v, id_width=0):
offset = 0
if id_width > 0:
rid = v[0: id_width]
offset += id_width
size = v[offset: offset + 9]
offset += 9
global_addr = v[offset: offset + self.addrwidth]
_global_addr = self.m.TmpWire(self.addrwidth, prefix='unpack_read_req_global_addr')
_size = self.m.TmpWire(9, prefix='unpack_read_req_size')
if id_width > 0:
_rid = self.m.TmpWire(id_width, prefix='unpack_read_req_rid')
else:
_rid = 0
_global_addr.assign(global_addr)
_size.assign(size)
if id_width > 0:
_rid.assign(rid)
return _global_addr, _size, _rid
class AxiMultiportMemoryModel(AxiMemoryModel):
__intrinsics__ = ('read', 'write',
'read_word', 'write_word')
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32, numports=2,
mem_datawidth=32, mem_addrwidth=20,
memimg=None, memimg_name=None,
memimg_datawidth=None,
write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4,
waddr_id_width=0, wdata_id_width=0, wresp_id_width=0,
raddr_id_width=0, rdata_id_width=0,
waddr_user_width=2, wdata_user_width=0, wresp_user_width=0,
raddr_user_width=2, rdata_user_width=0,
wresp_user_mode=xUSER_DEFAULT,
rdata_user_mode=xUSER_DEFAULT,
req_fifo_addrwidth=3, data_fifo_addrwidth=3):
if mem_datawidth % 8 != 0:
raise ValueError('mem_datawidth must be a multiple of 8')
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.numports = numports
self.noio = True
self.mem_datawidth = mem_datawidth
self.mem_addrwidth = mem_addrwidth
itype = util.t_Reg
otype = util.t_Wire
wdata_itype = util.t_Wire
self.waddrs = [AxiSlaveWriteAddress(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
waddr_id_width, waddr_user_width, itype, otype)
for i in range(numports)]
self.wdatas = [AxiSlaveWriteData(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
wdata_id_width, wdata_user_width, wdata_itype, otype)
for i in range(numports)]
self.wresps = [AxiSlaveWriteResponse(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
wresp_id_width, wresp_user_width, wresp_user_mode,
itype, otype)
for i in range(numports)]
self.raddrs = [AxiSlaveReadAddress(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
raddr_id_width, raddr_user_width, itype, otype)
for i in range(numports)]
self.rdatas = [AxiSlaveReadData(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
rdata_id_width, rdata_user_width, rdata_user_mode,
itype, otype)
for i in range(numports)]
self.seq = Seq(self.m, '_'.join(['', self.name, 'seq']), clk, rst)
self.waddr_fsms = [FSM(self.m, '_'.join(['', self.name, 'waddr_fsm_%d' % i]), clk, rst)
for i in range(numports)]
self.wdata_fsms = [FSM(self.m, '_'.join(['', self.name, 'wdata_fsm_%d' % i]), clk, rst)
for i in range(numports)]
self.raddr_fsms = [FSM(self.m, '_'.join(['', self.name, 'raddr_fsm_%d' % i]), clk, rst)
for i in range(numports)]
self.rdata_fsms = [FSM(self.m, '_'.join(['', self.name, 'rdata_fsm_%d' % i]), clk, rst)
for i in range(numports)]
self.wreq_fifos = [FIFO(self.m, '_'.join(['', self.name, 'wreq_fifo_%d' % i]),
clk, rst,
datawidth=addrwidth + 9 + waddr_id_width,
addrwidth=req_fifo_addrwidth,
sync=False)
for i in range(numports)]
self.rreq_fifos = [FIFO(self.m, '_'.join(['', self.name, 'rreq_fifo_%d' % i]),
clk, rst,
datawidth=addrwidth + 9 + waddr_id_width,
addrwidth=req_fifo_addrwidth,
sync=False)
for i in range(numports)]
self.wdata_fifos = [FIFO(self.m, '_'.join(['', self.name, 'wdata_fifo_%d' % i]),
clk, rst,
datawidth=datawidth + int(datawidth / 8) + 1,
addrwidth=data_fifo_addrwidth,
sync=False)
for i in range(numports)]
for wdata, wdata_fifo in zip(self.wdatas, self.wdata_fifos):
wdata.wready.assign(vtypes.Not(wdata_fifo.almost_full))
enq_cond = vtypes.Ands(wdata.wvalid, wdata.wready)
wdata_fifo.enq_rtl(self.pack_write_data(wdata.wdata,
wdata.wstrb,
wdata.wlast),
cond=enq_cond)
if memimg is None:
if memimg_name is None:
memimg_name = get_memimg_name()
size = 2 ** self.mem_addrwidth
width = self.mem_datawidth
self._make_img(memimg_name, size, width)
elif isinstance(memimg, str):
memimg_name = memimg
num_words = sum(1 for line in open(memimg, 'r'))
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
else:
if memimg_datawidth is None:
memimg_datawidth = mem_datawidth
if memimg_name is None:
memimg_name = get_memimg_name()
num_words = to_memory_image(memimg_name, memimg, datawidth=memimg_datawidth)
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
self.mem = self.m.Reg(
'_'.join(['', self.name, 'mem']), 8, vtypes.Int(2) ** self.mem_addrwidth)
self.m.Initial(
vtypes.Systask('readmemh', memimg_name, self.mem)
)
self._make_fsms(write_delay, read_delay, sleep_interval, keep_sleep)
def _make_fsms(self, write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4):
for i, (waddr_fsm, wdata_fsm, raddr_fsm, rdata_fsm,
wreq_fifo, rreq_fifo, wdata_fifo,
waddr, wdata, wresp, raddr, rdata) in enumerate(
zip(self.waddr_fsms, self.wdata_fsms, self.raddr_fsms, self.rdata_fsms,
self.wreq_fifos, self.rreq_fifos, self.wdata_fifos,
self.waddrs, self.wdatas, self.wresps, self.raddrs, self.rdatas)):
write_count = self.m.Reg(
'_'.join(['', 'write_count_%d' % i]), self.addrwidth + 1, initval=0)
write_addr = self.m.Reg(
'_'.join(['', 'write_addr_%d' % i]), self.addrwidth, initval=0)
read_count = self.m.Reg(
'_'.join(['', 'read_count_%d' % i]), self.addrwidth + 1, initval=0)
read_addr = self.m.Reg(
'_'.join(['', 'read_addr_%d' % i]), self.addrwidth, initval=0)
if sleep_interval > 0:
sleep_interval_count = self.m.Reg(
'_'.join(['', 'sleep_interval_count_%d' % i]), self.addrwidth + 1, initval=0)
if keep_sleep > 0:
keep_sleep_count = self.m.Reg(
'_'.join(['', 'keep_sleep_count_%d' % i]), self.addrwidth + 1, initval=0)
self.seq.If(sleep_interval_count == sleep_interval - 1)(
keep_sleep_count.inc()
)
self.seq.If(sleep_interval_count == sleep_interval - 1,
keep_sleep_count == keep_sleep - 1)(
keep_sleep_count(0)
)
cond = keep_sleep_count == keep_sleep - 1
else:
cond = None
self.seq.If(sleep_interval_count < sleep_interval - 1)(
sleep_interval_count.inc()
)
self.seq.If(cond, sleep_interval_count == sleep_interval - 1)(
sleep_interval_count(0)
)
# --------------------
# waddr FSM
# --------------------
# waiting a request
waddr_fsm(
waddr.awready(0)
)
waddr_fsm.If(waddr.awvalid).goto_next()
# delay
for _ in range(write_delay):
waddr_fsm.goto_next()
# response and enqueue
waddr_fsm.If(vtypes.Not(wreq_fifo.almost_full))(
waddr.awready(1)
)
waddr_fsm.If(waddr.awvalid, waddr.awready)(
waddr.awready(0)
)
enq_cond = vtypes.Ands(waddr_fsm.here,
waddr.awvalid, waddr.awready)
_ = wreq_fifo.enq_rtl(self.pack_write_req(waddr.awaddr,
waddr.awlen + 1,
waddr.awid),
cond=enq_cond)
waddr_fsm.If(vtypes.Not(waddr.awvalid)).goto_init()
waddr_fsm.If(waddr.awvalid, waddr.awready).goto_init()
# --------------------
# wdata FSM
# --------------------
# waiting a request
_waddr, _size, _wid = self.unpack_write_req(wreq_fifo.rdata,
waddr.id_width)
deq_cond = vtypes.Ands(wdata_fsm.here, vtypes.Not(wreq_fifo.empty))
_ = wreq_fifo.deq_rtl(cond=deq_cond)
wdata_fsm(
wresp.bvalid(0)
)
wdata_fsm.If(vtypes.Not(wreq_fifo.empty))(
write_addr(_waddr),
write_count(_size),
)
if wresp.bid is not None:
wdata_fsm.If(vtypes.Not(wreq_fifo.empty))(
wresp.bid(_wid)
)
wdata_fsm.If(vtypes.Not(wreq_fifo.empty)).goto_next()
# write
_wdata, _wstrb, _wlast = self.unpack_write_data(wdata_fifo.rdata)
_wvalid = self.m.TmpWire(prefix='write_data_wvalid')
_wvalid.assign(vtypes.Not(wdata_fifo.empty))
_wready = self.m.TmpWire(prefix='write_data_wready')
if sleep_interval > 0:
_wready.assign(vtypes.Ands(wdata_fsm.here,
sleep_interval_count != sleep_interval - 1))
else:
_wready.assign(wdata_fsm.here)
deq_cond = vtypes.Ands(_wready, vtypes.Not(wdata_fifo.empty))
_ = wdata_fifo.deq_rtl(cond=deq_cond)
for i in range(int(self.datawidth / 8)):
self.seq.If(wdata_fsm.here,
_wvalid, _wready, _wstrb[i])(
self.mem[write_addr + i](_wdata[i * 8:i * 8 + 8])
)
wdata_fsm.If(_wvalid, _wready)(
write_addr.add(int(self.datawidth / 8)),
write_count.dec()
)
# write complete
wdata_fsm.If(_wvalid, _wready, write_count == 1)(
wresp.bvalid(1)
)
wdata_fsm.If(_wvalid, _wready, _wlast)(
wresp.bvalid(1)
)
wdata_fsm.If(_wvalid, _wready, write_count == 1).goto_init()
wdata_fsm.If(_wvalid, _wready, _wlast).goto_init()
# --------------------
# raddr FSM
# --------------------
# waiting a request
raddr_fsm(
raddr.arready(0)
)
raddr_fsm.If(raddr.arvalid).goto_next()
# response and enqueue
raddr_fsm.If(vtypes.Not(rreq_fifo.almost_full))(
raddr.arready(1)
)
raddr_fsm.If(raddr.arvalid, raddr.arready)(
raddr.arready(0)
)
enq_cond = vtypes.Ands(raddr_fsm.here,
raddr.arvalid, raddr.arready)
_ = rreq_fifo.enq_rtl(self.pack_read_req(raddr.araddr,
raddr.arlen + 1,
raddr.arid),
cond=enq_cond)
raddr_fsm.If(vtypes.Not(raddr.arvalid)).goto_init()
raddr_fsm.If(raddr.arvalid, raddr.arready).goto_init()
# --------------------
# rdata FSM
# --------------------
# waiting a request
_raddr, _size, _rid = self.unpack_read_req(rreq_fifo.rdata,
raddr.id_width)
deq_cond = vtypes.Ands(rdata_fsm.here, vtypes.Not(rreq_fifo.empty))
_ = rreq_fifo.deq_rtl(cond=deq_cond)
rdata_fsm.If(vtypes.Not(rreq_fifo.empty))(
read_addr(_raddr),
read_count(_size),
)
if rdata.rid is not None:
rdata_fsm.If(vtypes.Not(rreq_fifo.empty))(
rdata.rid(_rid)
)
rdata_fsm.If(vtypes.Not(rreq_fifo.empty)).goto_next()
# delay
for _ in range(read_delay):
rdata_fsm.goto_next()
# read
for i in range(int(self.datawidth / 8)):
rdata_fsm.If(vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rdata[i * 8:i * 8 + 8](self.mem[read_addr + i])
)
if sleep_interval > 0:
rdata_fsm.If(sleep_interval_count < sleep_interval - 1, read_count > 0,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
rdata_fsm.If(sleep_interval_count < sleep_interval - 1, read_count == 1,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rlast(1)
)
else:
rdata_fsm.If(read_count > 0,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
rdata_fsm.If(read_count == 1,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rlast(1)
)
# de-assert
rdata_fsm.Delay(1)(
rdata.rvalid(0),
rdata.rlast(0)
)
# retry
rdata_fsm.If(rdata.rvalid, vtypes.Not(rdata.rready))(
rdata.rvalid(rdata.rvalid),
rdata.rdata(rdata.rdata),
rdata.rlast(rdata.rlast)
)
# read complete
rdata_fsm.If(rdata.rvalid, rdata.rready,
read_count == 0).goto_init()
def connect(self, index, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
ports = defaultdict(lambda: None, ports)
self.waddrs[index].connect(ports, name)
self.wdatas[index].connect(ports, name)
self.wresps[index].connect(ports, name)
self.raddrs[index].connect(ports, name)
self.rdatas[index].connect(ports, name)
class AxiSerialMemoryModel(AxiSlave):
__intrinsics__ = ('read', 'write',
'read_word', 'write_word')
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32,
mem_datawidth=32, mem_addrwidth=20,
memimg=None, memimg_name=None,
memimg_datawidth=None,
write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4,
waddr_id_width=0, wdata_id_width=0, wresp_id_width=0,
raddr_id_width=0, rdata_id_width=0,
waddr_user_width=2, wdata_user_width=0, wresp_user_width=0,
raddr_user_width=2, rdata_user_width=0,
wresp_user_mode=xUSER_DEFAULT,
rdata_user_mode=xUSER_DEFAULT):
if mem_datawidth % 8 != 0:
raise ValueError('mem_datawidth must be a multiple of 8')
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.noio = True
self.mem_datawidth = mem_datawidth
self.mem_addrwidth = mem_addrwidth
itype = util.t_Reg
otype = util.t_Wire
self.waddr = AxiSlaveWriteAddress(m, name, datawidth, addrwidth,
waddr_id_width, waddr_user_width, itype, otype)
self.wdata = AxiSlaveWriteData(m, name, datawidth, addrwidth,
wdata_id_width, wdata_user_width, itype, otype)
self.wresp = AxiSlaveWriteResponse(m, name, datawidth, addrwidth,
wresp_id_width, wresp_user_width, wresp_user_mode,
itype, otype)
self.raddr = AxiSlaveReadAddress(m, name, datawidth, addrwidth,
raddr_id_width, raddr_user_width, itype, otype)
self.rdata = AxiSlaveReadData(m, name, datawidth, addrwidth,
rdata_id_width, rdata_user_width, rdata_user_mode,
itype, otype)
self.fsm = FSM(self.m, '_'.join(['', self.name, 'fsm']), clk, rst)
self.seq = self.fsm.seq
# write response
if self.wresp.bid is not None:
self.seq.If(self.waddr.awvalid, self.waddr.awready,
vtypes.Not(self.wresp.bvalid))(
self.wresp.bid(self.waddr.awid if self.waddr.awid is not None else 0)
)
if self.rdata.rid is not None:
self.seq.If(self.raddr.arvalid, self.raddr.arready)(
self.rdata.rid(self.raddr.arid if self.raddr.arid is not None else 0)
)
self.seq.If(self.wresp.bvalid, self.wresp.bready)(
self.wresp.bvalid(0)
)
self.seq.If(self.wdata.wvalid, self.wdata.wready, self.wdata.wlast)(
self.wresp.bvalid(1)
)
if memimg is None:
if memimg_name is None:
memimg_name = get_memimg_name()
size = 2 ** self.mem_addrwidth
width = self.mem_datawidth
self._make_img(memimg_name, size, width)
elif isinstance(memimg, str):
memimg_name = memimg
num_words = sum(1 for line in open(memimg, 'r'))
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
else:
if memimg_datawidth is None:
memimg_datawidth = mem_datawidth
if memimg_name is None:
memimg_name = get_memimg_name()
num_words = to_memory_image(memimg_name, memimg, datawidth=memimg_datawidth)
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
self.mem = self.m.Reg(
'_'.join(['', self.name, 'mem']), 8, vtypes.Int(2) ** self.mem_addrwidth)
self.m.Initial(
vtypes.Systask('readmemh', memimg_name, self.mem)
)
self._make_fsm(write_delay, read_delay, sleep_interval, keep_sleep)
@staticmethod
def _make_img(filename, size, width, blksize=4096):
import numpy as np
wordsize = width // 8
zero = np.zeros([size // wordsize, wordsize], dtype=np.int64)
base = np.arange(size // wordsize, dtype=np.int64).reshape([-1, 1])
shamt = np.arange(wordsize, dtype=np.int64) * [8]
mask = np.full([1], 2 ** 8 - 1, dtype=np.int64)
data = (((zero + base) >> shamt) & mask).reshape([-1])
fmt = '%02x\n'
with open(filename, 'w') as f:
for i in range(0, len(data), blksize):
blk = data[i:i + blksize]
s = ''.join([fmt % d for d in blk])
f.write(s)
def _make_fsm(self, write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4):
write_mode = 100
read_mode = 200
while read_mode <= write_mode + write_delay + 10:
read_mode += 100
self.fsm.If(self.waddr.awvalid).goto(write_mode)
self.fsm.If(self.raddr.arvalid).goto(read_mode)
write_count = self.m.Reg(
'_'.join(['', 'write_count']), self.addrwidth + 1, initval=0)
write_addr = self.m.Reg(
'_'.join(['', 'write_addr']), self.addrwidth, initval=0)
read_count = self.m.Reg(
'_'.join(['', 'read_count']), self.addrwidth + 1, initval=0)
read_addr = self.m.Reg(
'_'.join(['', 'read_addr']), self.addrwidth, initval=0)
if sleep_interval > 0:
sleep_interval_count = self.m.Reg(
'_'.join(['', 'sleep_interval_count']), self.addrwidth + 1, initval=0)
if keep_sleep > 0:
keep_sleep_count = self.m.Reg(
'_'.join(['', 'keep_sleep_count']), self.addrwidth + 1, initval=0)
self.seq.If(sleep_interval_count == sleep_interval - 1)(
keep_sleep_count.inc()
)
self.seq.If(sleep_interval_count == sleep_interval - 1,
keep_sleep_count == keep_sleep - 1)(
keep_sleep_count(0)
)
cond = keep_sleep_count == keep_sleep - 1
else:
cond = None
self.seq.If(sleep_interval_count < sleep_interval - 1)(
sleep_interval_count.inc()
)
self.seq.If(cond, sleep_interval_count == sleep_interval - 1)(
sleep_interval_count(0)
)
# write mode
self.fsm._set_index(write_mode)
# awvalid and awready
self.fsm.If(self.waddr.awvalid, vtypes.Not(self.wresp.bvalid))(
self.waddr.awready(1),
write_addr(self.waddr.awaddr),
write_count(self.waddr.awlen + 1)
)
self.fsm.Delay(1)(
self.waddr.awready(0)
)
self.fsm.If(vtypes.Not(self.waddr.awvalid)).goto_init()
self.fsm.If(self.waddr.awvalid).goto_next()
# delay
for _ in range(write_delay):
self.fsm.goto_next()
# wready
self.fsm(
self.wdata.wready(1)
)
self.fsm.goto_next()
# wdata -> mem
for i in range(int(self.datawidth / 8)):
self.fsm.If(self.wdata.wvalid, self.wdata.wstrb[i])(
self.mem[write_addr + i](self.wdata.wdata[i * 8:i * 8 + 8])
)
self.fsm.If(self.wdata.wvalid, self.wdata.wready)(
write_addr.add(int(self.datawidth / 8)),
write_count.dec()
)
# sleep_interval
if sleep_interval > 0:
self.fsm.If(sleep_interval_count == sleep_interval - 1)(
self.wdata.wready(0)
).Else(
self.wdata.wready(1)
)
# write complete
self.fsm.If(self.wdata.wvalid, self.wdata.wready, write_count == 1)(
self.wdata.wready(0)
)
self.fsm.Then().goto_init()
# read mode
self.fsm._set_index(read_mode)
# arvalid and arready
self.fsm.If(self.raddr.arvalid)(
self.raddr.arready(1),
read_addr(self.raddr.araddr),
read_count(self.raddr.arlen + 1)
)
self.fsm.Delay(1)(
self.raddr.arready(0)
)
self.fsm.If(vtypes.Not(self.raddr.arvalid)).goto_init()
self.fsm.If(self.raddr.arvalid).goto_next()
# delay
for _ in range(read_delay):
self.fsm.goto_next()
# mem -> rdata
for i in range(int(self.datawidth / 8)):
self.fsm.If(vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rdata[i * 8:i * 8 + 8](self.mem[read_addr + i])
)
if sleep_interval > 0:
self.fsm.If(sleep_interval_count < sleep_interval - 1, read_count > 0,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
self.fsm.If(sleep_interval_count < sleep_interval - 1, read_count == 1,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rlast(1)
)
else:
self.fsm.If(read_count > 0,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
self.fsm.If(read_count == 1,
vtypes.Or(self.rdata.rready, vtypes.Not(self.rdata.rvalid)))(
self.rdata.rlast(1)
)
# de-assert
self.fsm.Delay(1)(
self.rdata.rvalid(0),
self.rdata.rlast(0)
)
# retry
self.fsm.If(self.rdata.rvalid, vtypes.Not(self.rdata.rready))(
self.rdata.rvalid(self.rdata.rvalid),
self.rdata.rdata(self.rdata.rdata),
self.rdata.rlast(self.rdata.rlast)
)
# read complete
self.fsm.If(self.rdata.rvalid, self.rdata.rready,
read_count == 0).goto_init()
def read(self, fsm, addr):
""" intrinsic for thread """
cond = fsm.state == fsm.current
rdata = self.m.TmpReg(self.mem_datawidth, initval=0, signed=True, prefix='rdata')
num_bytes = self.mem_datawidth // 8
fsm.If(cond)(
rdata(vtypes.Cat(*reversed([self.mem[addr + i]
for i in range(num_bytes)])))
)
fsm.goto_next()
return rdata
def write(self, fsm, addr, wdata):
""" intrinsic for thread """
cond = fsm.state == fsm.current
num_bytes = self.mem_datawidth // 8
wdata_wire = self.m.TmpWire(self.mem_datawidth, prefix='wdata_wire')
wdata_wire.assign(wdata)
for i in range(num_bytes):
self.seq.If(cond)(
self.mem[addr + i](wdata_wire[i * 8:i * 8 + 8])
)
fsm.goto_next()
return 0
def read_word(self, fsm, word_index, byte_offset, bits=8):
""" intrinsic method word-indexed read """
cond = fsm.state == fsm.current
rdata = self.m.TmpReg(bits, initval=0, signed=True, prefix='rdata')
num_bytes = int(math.ceil(bits / 8))
addr = vtypes.Add(byte_offset,
vtypes.Div(vtypes.Mul(word_index, bits), 8))
shift = word_index * bits % 8
raw_data = vtypes.Cat(*reversed([self.mem[addr + i]
for i in range(num_bytes)]))
fsm.If(cond)(
rdata(raw_data >> shift)
)
fsm.goto_next()
return rdata
def write_word(self, fsm, word_index, byte_offset, wdata, bits=8):
""" intrinsic method word-indexed write """
cond = fsm.state == fsm.current
rdata = self.m.TmpReg(bits, initval=0, signed=True, prefix='rdata')
num_bytes = int(math.ceil(bits / 8))
addr = vtypes.Add(byte_offset,
vtypes.Div(vtypes.Mul(word_index, bits), 8))
shift = word_index * bits % 8
wdata_wire = self.m.TmpWire(bits, prefix='wdata_wire')
wdata_wire.assign(wdata)
mem_data = vtypes.Cat(*reversed([self.mem[addr + i]
for i in range(num_bytes)]))
mem_data_wire = self.m.TmpWire(8 * num_bytes, prefix='mem_data_wire')
mem_data_wire.assign(mem_data)
inv_mask = self.m.TmpWire(8 * num_bytes, prefix='inv_mask')
inv_mask.assign(vtypes.Repeat(vtypes.Int(1, 1), bits) << shift)
mask = self.m.TmpWire(8 * num_bytes, prefix='mask')
mask.assign(vtypes.Unot(inv_mask))
raw_data = vtypes.Or(wdata_wire << shift,
vtypes.And(mem_data_wire, mask))
raw_data_wire = self.m.TmpWire(8 * num_bytes, prefix='raw_data_wire')
raw_data_wire.assign(raw_data)
for i in range(num_bytes):
self.seq.If(cond)(
self.mem[addr + i](raw_data_wire[i * 8:i * 8 + 8])
)
fsm.goto_next()
return 0
class AxiSerialMultiportMemoryModel(AxiSerialMemoryModel):
__intrinsics__ = ('read', 'write',
'read_word', 'write_word')
def __init__(self, m, name, clk, rst, datawidth=32, addrwidth=32, numports=2,
mem_datawidth=32, mem_addrwidth=20,
memimg=None, memimg_name=None,
memimg_datawidth=None,
write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4,
waddr_id_width=0, wdata_id_width=0, wresp_id_width=0,
raddr_id_width=0, rdata_id_width=0,
waddr_user_width=2, wdata_user_width=0, wresp_user_width=0,
raddr_user_width=2, rdata_user_width=0,
wresp_user_mode=xUSER_DEFAULT,
rdata_user_mode=xUSER_DEFAULT):
if mem_datawidth % 8 != 0:
raise ValueError('mem_datawidth must be a multiple of 8')
self.m = m
self.name = name
self.clk = clk
self.rst = rst
self.datawidth = datawidth
self.addrwidth = addrwidth
self.numports = numports
self.noio = True
self.mem_datawidth = mem_datawidth
self.mem_addrwidth = mem_addrwidth
itype = util.t_Reg
otype = util.t_Wire
self.waddrs = [AxiSlaveWriteAddress(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
waddr_id_width, waddr_user_width, itype, otype)
for i in range(numports)]
self.wdatas = [AxiSlaveWriteData(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
wdata_id_width, wdata_user_width, itype, otype)
for i in range(numports)]
self.wresps = [AxiSlaveWriteResponse(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
wresp_id_width, wresp_user_width, wresp_user_mode,
itype, otype)
for i in range(numports)]
self.raddrs = [AxiSlaveReadAddress(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
raddr_id_width, raddr_user_width, itype, otype)
for i in range(numports)]
self.rdatas = [AxiSlaveReadData(m, name + '_%d' % i, clk, rst, datawidth, addrwidth,
rdata_id_width, rdata_user_width, rdata_user_mode,
itype, otype)
for i in range(numports)]
self.seq = Seq(self.m, '_'.join(['', self.name, 'seq']), clk, rst)
self.fsms = [FSM(self.m, '_'.join(['', self.name, 'fsm_%d' % i]), clk, rst)
for i in range(numports)]
# all FSM shares an indentical Seq
for fsm in self.fsms:
fsm.seq = self.seq
# write response
for wresp, waddr in zip(self.wresps, self.waddrs):
if wresp.bid is not None:
self.seq.If(waddr.awvalid, waddr.awready,
vtypes.Not(wresp.bvalid))(
wresp.bid(waddr.awid if waddr.awid is not None else 0)
)
for rdata, raddr in zip(self.rdatas, self.raddrs):
if rdata.rid is not None:
self.seq.If(raddr.arvalid, raddr.arready)(
rdata.rid(raddr.arid if raddr.arid is not None else 0)
)
for wresp, wdata in zip(self.wresps, self.wdatas):
self.seq.If(wresp.bvalid, wresp.bready)(
wresp.bvalid(0)
)
self.seq.If(wdata.wvalid, wdata.wready, wdata.wlast)(
wresp.bvalid(1)
)
if memimg is None:
if memimg_name is None:
memimg_name = get_memimg_name()
size = 2 ** self.mem_addrwidth
width = self.mem_datawidth
self._make_img(memimg_name, size, width)
elif isinstance(memimg, str):
memimg_name = memimg
num_words = sum(1 for line in open(memimg, 'r'))
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
else:
if memimg_datawidth is None:
memimg_datawidth = mem_datawidth
if memimg_name is None:
memimg_name = get_memimg_name()
num_words = to_memory_image(memimg_name, memimg, datawidth=memimg_datawidth)
# resize mem_addrwidth according to the memimg size
self.mem_addrwidth = max(self.mem_addrwidth,
int(math.ceil(math.log(num_words, 2))))
self.mem = self.m.Reg(
'_'.join(['', self.name, 'mem']), 8, vtypes.Int(2) ** self.mem_addrwidth)
self.m.Initial(
vtypes.Systask('readmemh', memimg_name, self.mem)
)
self._make_fsms(write_delay, read_delay, sleep_interval, keep_sleep)
def _make_fsms(self, write_delay=10, read_delay=10, sleep_interval=16, keep_sleep=4):
for i, (fsm, waddr, wdata, wresp, raddr, rdata) in enumerate(
zip(self.fsms, self.waddrs, self.wdatas, self.wresps, self.raddrs, self.rdatas)):
write_count = self.m.Reg(
'_'.join(['', 'write_count_%d' % i]), self.addrwidth + 1, initval=0)
write_addr = self.m.Reg(
'_'.join(['', 'write_addr_%d' % i]), self.addrwidth, initval=0)
read_count = self.m.Reg(
'_'.join(['', 'read_count_%d' % i]), self.addrwidth + 1, initval=0)
read_addr = self.m.Reg(
'_'.join(['', 'read_addr_%d' % i]), self.addrwidth, initval=0)
if sleep_interval > 0:
sleep_interval_count = self.m.Reg(
'_'.join(['', 'sleep_interval_count_%d' % i]), self.addrwidth + 1, initval=0)
if keep_sleep > 0:
keep_sleep_count = self.m.Reg(
'_'.join(['', 'keep_sleep_count_%d' % i]), self.addrwidth + 1, initval=0)
fsm.seq.If(sleep_interval_count == sleep_interval - 1)(
keep_sleep_count.inc()
)
fsm.seq.If(sleep_interval_count == sleep_interval - 1,
keep_sleep_count == keep_sleep - 1)(
keep_sleep_count(0)
)
cond = keep_sleep_count == keep_sleep - 1
else:
cond = None
fsm.seq.If(sleep_interval_count < sleep_interval - 1)(
sleep_interval_count.inc()
)
fsm.seq.If(cond, sleep_interval_count == sleep_interval - 1)(
sleep_interval_count(0)
)
write_mode = 100
read_mode = 200
while read_mode <= write_mode + write_delay + 10:
read_mode += 100
fsm.If(waddr.awvalid).goto(write_mode)
fsm.If(raddr.arvalid).goto(read_mode)
# write mode
fsm._set_index(write_mode)
# awvalid and awready
fsm.If(waddr.awvalid, vtypes.Not(wresp.bvalid))(
waddr.awready(1),
write_addr(waddr.awaddr),
write_count(waddr.awlen + 1)
)
fsm.Delay(1)(
waddr.awready(0)
)
fsm.If(vtypes.Not(waddr.awvalid)).goto_init()
fsm.If(waddr.awvalid).goto_next()
# delay
for _ in range(write_delay):
fsm.goto_next()
# wready
fsm(
wdata.wready(1)
)
fsm.goto_next()
# wdata -> mem
for i in range(int(self.datawidth / 8)):
fsm.If(wdata.wvalid, wdata.wstrb[i])(
self.mem[write_addr + i](wdata.wdata[i * 8:i * 8 + 8])
)
fsm.If(wdata.wvalid, wdata.wready)(
write_addr.add(int(self.datawidth / 8)),
write_count.dec()
)
# sleep_interval
if sleep_interval > 0:
fsm.If(sleep_interval_count == sleep_interval - 1)(
wdata.wready(0)
).Else(
wdata.wready(1)
)
# write complete
fsm.If(wdata.wvalid, wdata.wready, write_count == 1)(
wdata.wready(0)
)
fsm.Then().goto_init()
# read mode
fsm._set_index(read_mode)
# arvalid and arready
fsm.If(raddr.arvalid)(
raddr.arready(1),
read_addr(raddr.araddr),
read_count(raddr.arlen + 1)
)
fsm.Delay(1)(
raddr.arready(0)
)
fsm.If(vtypes.Not(raddr.arvalid)).goto_init()
fsm.If(raddr.arvalid).goto_next()
# delay
for _ in range(read_delay):
fsm.goto_next()
# mem -> rdata
for i in range(int(self.datawidth / 8)):
fsm.If(vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rdata[i * 8:i * 8 + 8](self.mem[read_addr + i])
)
if sleep_interval > 0:
fsm.If(sleep_interval_count < sleep_interval - 1, read_count > 0,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
fsm.If(sleep_interval_count < sleep_interval - 1, read_count == 1,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rlast(1)
)
else:
fsm.If(read_count > 0,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rvalid(1),
read_addr.add(int(self.datawidth / 8)),
read_count.dec()
)
fsm.If(read_count == 1,
vtypes.Or(rdata.rready, vtypes.Not(rdata.rvalid)))(
rdata.rlast(1)
)
# de-assert
fsm.Delay(1)(
rdata.rvalid(0),
rdata.rlast(0)
)
# retry
fsm.If(rdata.rvalid, vtypes.Not(rdata.rready))(
rdata.rvalid(rdata.rvalid),
rdata.rdata(rdata.rdata),
rdata.rlast(rdata.rlast)
)
# read complete
fsm.If(rdata.rvalid, rdata.rready,
read_count == 0).goto_init()
def connect(self, index, ports, name):
if not self.noio:
raise ValueError('I/O ports can not be connected to others.')
ports = defaultdict(lambda: None, ports)
self.waddrs[index].connect(ports, name)
self.wdatas[index].connect(ports, name)
self.wresps[index].connect(ports, name)
self.raddrs[index].connect(ports, name)
self.rdatas[index].connect(ports, name)
def make_memory_image(filename, length, pattern='inc', dtype=None,
datawidth=32, wordwidth=8, endian='little'):
import numpy as np
if dtype is None:
dtype = np.int64
if pattern == 'inc':
l = list(range(length))
array = np.array(l, dtype=dtype)
else:
array = np.zeros([length], dtype=dtype)
to_memory_image(filename, array,
datawidth=datawidth, wordwidth=wordwidth,
endian=endian)
def to_memory_image(filename, array, length=None,
datawidth=32, wordwidth=8, endian='little', blksize=4096):
import numpy as np
if not isinstance(array, np.ndarray):
array = np.array(array)
array = np.reshape(array, [-1])
if not isinstance(array[0], (int, np.int64, np.int32)):
raise TypeError("not supported type: '%s'" %
str(type(array[0])))
if length is not None:
if len(array) > length:
array = array[:length]
elif len(array) < length:
np.append(array, np.zeros([length - len(array)],
dtype=array.dtype))
num_hex = int(math.ceil(wordwidth / 4))
fmt = ''.join(['%0', str(num_hex), 'x\n'])
if datawidth >= wordwidth:
num = int(math.ceil(datawidth / wordwidth))
zero = np.zeros(list(array.shape) + [num], dtype=np.int64)
base = array.reshape([-1, 1])
shamt = np.arange(num, dtype=np.int64) * [wordwidth]
if endian == 'big':
shamt.reverse()
mask = np.full([1], 2 ** wordwidth - 1, dtype=np.int64)
data = (((zero + base) >> shamt) & mask).reshape([-1])
with open(filename, 'w') as f:
for i in range(0, len(data), blksize):
blk = data[i:i + blksize]
s = ''.join([fmt % d for d in blk])
f.write(s)
return len(data)
else:
num = int(math.ceil(wordwidth / datawidth))
base = array.reshape([-1, num])
shamt = np.arange(num, dtype=np.int64) * [datawidth]
if endian == 'big':
shamt.reverse()
mask = np.full([1], 2 ** datawidth - 1, dtype=np.int64)
data = (base.reshape([-1, num]) & mask) << shamt
data = np.bitwise_or.reduce(data, -1).reshape([-1])
with open(filename, 'w') as f:
for i in range(0, len(data), blksize):
blk = data[i:i + blksize]
s = ''.join([fmt % d for d in blk])
f.write(s)
return len(data)
def aligned_shape(shape, datawidth, mem_datawidth):
aligned_shape = list(shape[:])
if datawidth == mem_datawidth or datawidth > mem_datawidth:
return aligned_shape
chunk = mem_datawidth // datawidth
new_size = int(math.ceil(aligned_shape[-1] / chunk)) * chunk
aligned_shape[-1] = new_size
return aligned_shape
def shape_to_length(shape):
return functools.reduce(lambda x, y: x * y, shape, 1)
def shape_to_memory_size(shape, datawidth, mem_datawidth=None, block_size=4096):
if mem_datawidth is not None:
shape = aligned_shape(shape, datawidth, mem_datawidth)
bytes = int(math.ceil(datawidth / 8))
length = shape_to_length(shape)
return ((block_size // bytes) *
int(math.ceil(length / (block_size // bytes))))
def set_memory(mem, src, mem_datawidth, src_datawidth, mem_offset,
num_align_words=None):
if mem_datawidth < src_datawidth:
return _set_memory_narrow(mem, src, mem_datawidth, src_datawidth, mem_offset,
num_align_words)
return _set_memory_wide(mem, src, mem_datawidth, src_datawidth, mem_offset,
num_align_words)
def _set_memory_wide(mem, src, mem_datawidth, src_datawidth, mem_offset,
num_align_words=None):
if mem_datawidth > 64:
raise ValueError('not supported')
import numpy as np
if num_align_words is not None:
src = align(src, num_align_words)
num_pack = int(math.ceil(mem_datawidth / src_datawidth))
src_mask = np.full([1], 2 ** src_datawidth - 1, dtype=np.int64)
mem_mask = np.full([1], 2 ** mem_datawidth - 1, dtype=np.int64)
offset = mem_offset // int(math.ceil(mem_datawidth / 8))
if src.shape[-1] % num_pack != 0:
pads = []
for s in src.shape[:-1]:
pads.append((0, 0))
pads.append((0, num_pack - src.shape[-1]))
src = np.pad(src, pads, 'constant')
masked_data = src.astype(np.int64) & src_mask
pack = np.arange(src.shape[-1], dtype=np.int64) % [num_pack]
shift = [src_datawidth] * pack
v = (masked_data << shift) & mem_mask
v = np.reshape(v, [-1, num_pack])
v = np.bitwise_or.reduce(v, -1)
dst_size = mem[offset:offset + v.shape[-1]].size
if v.size > dst_size:
raise ValueError("""too large source data: """
"""destination size (%d) < source size (%d)""" %
(dst_size, v.size))
mem[offset:offset + v.shape[-1]] = v
def _set_memory_narrow(mem, src, mem_datawidth, src_datawidth, mem_offset,
num_align_words=None):
if mem_datawidth > 64:
raise ValueError('not supported')
import numpy as np
if num_align_words is not None:
src = align(src, num_align_words)
num_pack = int(math.ceil(src_datawidth / mem_datawidth))
src_mask = np.full([1], 2 ** src_datawidth - 1, dtype=np.int64)
mem_mask = np.full([1], 2 ** mem_datawidth - 1, dtype=np.int64)
offset = mem_offset // int(math.ceil(mem_datawidth / 8))
pack = np.arange(num_pack, dtype=np.int64)
shift = [mem_datawidth] * pack
dup_src_based = np.zeros(list(src.shape) + [num_pack], dtype=np.int64)
dup_src = dup_src_based + np.reshape(src, list(src.shape) + [1])
v = dup_src >> shift
v = np.reshape(v, [-1])
v = v & mem_mask
dst_size = mem[offset:offset + v.shape[-1]].size
if v.size > dst_size:
raise ValueError("""too large source data: """
"""destination size (%d) < source size (%d)""" %
(dst_size, v.size))
mem[offset:offset + v.shape[-1]] = v
def align(src, num_align_words):
if num_align_words == 1:
return src
import numpy as np
src_aligned_shape = aligned_shape(src.shape, 1, num_align_words)
ret = np.zeros(src_aligned_shape, dtype=np.int64).reshape([-1])
offset = 0
index = 0
res = num_align_words - src.shape[-1] % num_align_words
for data in src.reshape([-1]):
ret[offset] = data
offset += 1
index += 1
if index == src.shape[-1]:
index = 0
if res < num_align_words:
offset += res
return ret
def split_read_write(m, ports, prefix,
read_prefix='r_', write_prefix='w_'):
# Read (AR, R)
r_ports = {}
for name, port in ports.items():
r_name = read_prefix + port.name
if name.startswith(prefix + '_ar') or name.startswith(prefix + '_r'):
if isinstance(port, vtypes.Reg):
r_port = m.RegLike(port, name=r_name)
port.connect(r_port)
else:
r_port = m.WireLike(port, name=r_name)
r_port.connect(port)
else:
r_port = m.WireLike(port, name=r_name)
if isinstance(port, vtypes.Wire):
r_port.assign(0)
r_ports[r_name] = r_port
# Write (AW, W, B)
w_ports = {}
for name, port in ports.items():
w_name = write_prefix + port.name
if (name.startswith(prefix + '_aw') or
name.startswith(prefix + '_w') or name.startswith(prefix + '_b')):
if isinstance(port, vtypes.Reg):
w_port = m.RegLike(port, name=w_name)
port.connect(w_port)
else:
w_port = m.WireLike(port, name=w_name)
w_port.connect(port)
else:
w_port = m.WireLike(port, name=w_name)
if isinstance(port, vtypes.Wire):
w_port.assign(0)
w_ports[w_name] = w_port
return r_ports, w_ports
def get_memimg_name():
memimg_fd = tempfile.NamedTemporaryFile(prefix="memimg_",
suffix=".out",
dir=os.getcwd(),
delete=False)
memimg_name = memimg_fd.name
return memimg_name
|
984,595 | 6fbc1d6bb84c2488e398baa41256757595c389cd | import os
# 窗口大小及背景颜色
screen_size = (680, 453)
bg_color = (245,212,217)
black = (0, 0, 0)
skyblue = (135, 206, 235)
darkgray = (169, 169, 169)
gainsboro = (230, 230, 230)
# 背景音乐路径
bgm_path = os.path.join(os.getcwd(), 'music\\bgm.mp3')
print(bgm_path)
# 字体路径
font_path = os.path.join(os.getcwd(), 'font\\stxingka.ttf')
# 背景图片路径
bg_pic_path = os.path.join(os.getcwd(), 'image\\bg.png')
icon_path = os.path.join(os.getcwd(), 'image\\bixin.png') |
984,596 | 90ab44dd03a6c34d1f57f8c62dc921129d59b844 | # Declares some simple test functions
def py_func1(str, n):
res = 0
for i in range(n):
res = res + ord(str[i:i+1])
return res
def py_func2(input):
return not input
|
984,597 | 17c596807b2ba5bfe3cec077566c867e6e20556f | def shortestPath(ar,previndex=0,i=0):
m = i+1
if len(ar)==0:
return 0
if(i>= len(ar)):
return 0
if(i==0):
return ar[i][0] + shortestPath(ar,0,1)
if(previndex == 0 ):
result = min(ar[i][0],ar[i][1])
index = ar[i].index(result)
return result + shortestPath(ar,index,m)
elif(previndex == len(ar[i])-1):
result = min(ar[i][-2],ar[i][-1])
index = ar[i].index(result)
return result + shortestPath(ar,index,m)
else:
result = min(ar[i][previndex-1],ar[i][previndex],ar[i][previndex+1])
index = ar[i].index(result)
return result + shortestPath(ar,index,m)
triangles = [[2],[3,4],[6,5,7],[4,1,8,3]]
print(shortestPath(triangles)) |
984,598 | 4290ccdf9a2c62bf487d57465cb6f4a2567a5d12 | #!/usr/bin/python
import csv
import sqlite3
import glob
import os
def Check_directory(dirname, db):
for filename in glob.glob(os.path.join(dirname, '*.csv')):
Check_file(filename, db)
def Check_file(filename, db):
with open(filename) as f:
with db:
data = csv.DictReader(f)
cols = data.fieldnames
table=os.path.splitext(os.path.basename(filename))[0]
sql = 'drop table if exists "{}"'.format(table)
db.execute(sql)
sql = 'create table "{table}" ( {cols} )'.format(
table=table,
cols=','.join('"{}"'.format(col) for col in cols))
db.execute(sql)
sql = 'insert into "{table}" values ( {vals} )'.format(
table=table,
vals=','.join('?' for col in cols))
db.executemany(sql, (list(map(row.get, cols)) for row in data))
if __name__ == '__main__':
conn = sqlite3.connect('SENSORDB.db')
Check_directory('.', conn)
|
984,599 | 4c159d56b88dee61e822f97db7422e28c1d74052 | def fib():
l = [1,1]
while len(l) <= 100:
l.append (l[-2]+l[-1])
return l
|
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