code stringlengths 10 2.58M | original_code stringlengths 3 3.18M | original_language stringclasses 1
value | source stringclasses 7
values |
|---|---|---|---|
function _remove_stale_models self
begin
comment get available upstream S3 model IDs
set s3_model_names = call get_model_names
set s3_model_versions = list comprehension call model_info model_name at string versions for model_name in s3_model_names
set s3_model_ids = list
for tuple model_name model_versions in zip s3_... | def _remove_stale_models(self) -> None:
# get available upstream S3 model IDs
s3_model_names = self._tree.get_model_names()
s3_model_versions = [
self._tree.model_info(model_name)["versions"] for model_name in s3_model_names
]
s3_model_ids = []
for model_name... | Python | nomic_cornstack_python_v1 |
string Data Reader This script takes in VCF, BAM, and FASTQ files and reads them to a pandas data frame.
comment Importing libraries
import pandas as pd
import numpy as np
import pysam
import io
from itertools import islice
function read_vcf fp
begin
string Reads VCF file :param fp: String representing file path to VCF... | """ Data Reader
This script takes in VCF, BAM, and FASTQ files
and reads them to a pandas data frame.
"""
# Importing libraries
import pandas as pd
import numpy as np
import pysam
import io
from itertools import islice
def read_vcf(fp):
"""
Reads VCF file
:param fp: String representing file path ... | Python | zaydzuhri_stack_edu_python |
async function view_audit_actions self ctx
begin
comment handle by `cog_check`
assert guild is not none
if logging_info := await call typed_retrieve_query database int string SELECT BITS FROM LOGGING WHERE GUILD_ID=? tuple id
begin
await call send embed=call build_actions_embed call all_enabled_actions logging_info at ... | async def view_audit_actions(self, ctx: Context) -> None:
assert ctx.guild is not None # handle by `cog_check`
if logging_info := (await typed_retrieve_query(
self.bot.database,
int,
'SELECT BITS FROM LOGGING WHERE GUILD_ID=?',
(ctx.guil... | Python | nomic_cornstack_python_v1 |
function _test_simple_mission self instr_keys mission_filename in_command_state max_wait=none
begin
call _set_receive_timeout
if in_command_state
begin
set base_state = COMMAND
set mission_state = MISSION_COMMAND
end
else
begin
set base_state = MONITORING
set mission_state = MISSION_STREAMING
end
comment start everythi... | def _test_simple_mission(self, instr_keys, mission_filename, in_command_state, max_wait=None):
self._set_receive_timeout()
if in_command_state:
base_state = PlatformAgentState.COMMAND
mission_state = PlatformAgentState.MISSION_COMMAND
else:
base_state =... | Python | nomic_cornstack_python_v1 |
function _print_fields print_list
begin
set max_field_name_length = 0
for pair in print_list
begin
if max_field_name_length < length pair at 0
begin
set max_field_name_length = length pair at 0
end
end
for pair in print_list
begin
print string %*s = %s % tuple max_field_name_length pair at 0 pair at 1
end
end function | def _print_fields(print_list):
max_field_name_length = 0
for pair in print_list:
if max_field_name_length < len(pair[0]):
max_field_name_length = len(pair[0])
for pair in print_list:
print (" %*s = %s" % (max_field_name_length, pair[0], pair[1])) | Python | nomic_cornstack_python_v1 |
function get_playbook_args_tags _node _instance playbook_path
begin
if AVAILABLE_TAGS not in runtime_properties
begin
set tags = get properties string tags list
if tags
begin
set runtime_properties at AVAILABLE_TAGS = tags
end
else
if get properties string auto_tags false
begin
set tuple _ tags = call get_available_ste... | def get_playbook_args_tags(_node, _instance, playbook_path):
if AVAILABLE_TAGS not in _instance.runtime_properties:
tags = _node.properties.get('tags', [])
if tags:
_instance.runtime_properties[AVAILABLE_TAGS] = tags
elif _node.properties.get('auto_tags', False):
_, ... | Python | nomic_cornstack_python_v1 |
function contains self key
begin
return exists buckets at call _hash key key
end function | def contains(self, key: int) -> bool:
return self.buckets[self._hash(key)].exists(key) | Python | nomic_cornstack_python_v1 |
for score in score_list
begin
if score == string A
begin
set score_sum = score_sum + 4
end
else
if score == string B
begin
set score_sum = score_sum + 3
end
else
if score == string C
begin
set score_sum = score_sum + 2
end
else
if score == string D
begin
set score_sum = score_sum + 1
end
end
print score_sum / n | for score in score_list :
if (score == "A") :
score_sum += 4
elif (score == "B") :
score_sum += 3
elif (score == "C") :
score_sum += 2
elif (score == "D") :
score_sum += 1
print(score_sum / n)
| Python | zaydzuhri_stack_edu_python |
function hysteresis_threshold_voltages r1 r2 rh vcc
begin
return call __hysteresis_threshold_voltages r1 r2 rh vcc hysteresis_threshold_ratios
end function | def hysteresis_threshold_voltages(r1, r2, rh, vcc):
return __hysteresis_threshold_voltages(
r1, r2, rh, vcc, hysteresis_threshold_ratios) | Python | nomic_cornstack_python_v1 |
comment from random import randint
comment with open('random_numbers.txt', 'w') as fil:
comment num = int(input('Enter the number of random numbers to be written to the file: '))
comment for i in range(num):
comment fil.write(f'{randint(1, 501)}\n')
comment fil.close()
set mystr = string yes
set mystr = mystr + string ... | # from random import randint
# with open('random_numbers.txt', 'w') as fil:
# num = int(input('Enter the number of random numbers to be written to the file: '))
# for i in range(num):
# fil.write(f'{randint(1, 501)}\n')
# fil.close()
mystr = 'yes'
mystr += 'no'
mystr += 'yes'
print(mystr... | Python | zaydzuhri_stack_edu_python |
try
begin
set s = decimal score
end
except any
begin
set s = - 1
end
if s < 0.6
begin
print string F
end
else
if s >= 0.6 and s < 0.7
begin
print string D
end
else
if s >= 0.7 and s < 0.8
begin
print string C
end
else
if s >= 0.8 and s < 0.9
begin
print string B
end
else
if s >= 0.9 and s <= 1.0
begin
print string A
en... | try:
s=float(score)
except:
s=-1
if s < 0.6:
print("F")
elif s >= 0.6 and s < 0.7:
print("D")
elif s >= 0.7 and s < 0.8:
print("C")
elif s >= 0.8 and s < 0.9:
print("B")
elif s >= 0.9 and s <= 1.0:
print("A")
else:
print("Invalid Entry")
| Python | zaydzuhri_stack_edu_python |
function kebab_case_file_path original_path
begin
return replace replace lower original_path string string - string _ string
end function | def kebab_case_file_path(original_path):
return original_path.lower().replace(' ', '-').replace('_', '') | Python | nomic_cornstack_python_v1 |
string Python实现MD4
import struct
import binascii
class md4 extends object
begin
string 创建md4类
set A = 1732584193
set B = 4023102345
set C = 2562383102
set D = 271733878
set H = list
set X = list
set M = list
set org = list
set _lrot = lambda self x n -> x ? n ? x ? 32 - n
set _F = lambda self x y z -> x ? y ? ? x ?... | """Python实现MD4"""
import struct
import binascii
class md4(object):
"""创建md4类"""
A = 0x67452301
B = 0xefcbab89
C = 0x98badcfe
D = 0x10325476
H = []
X = []
M = []
org = []
_lrot = lambda self, x, n: (x << n) | (x >> (32 - n))
_F = lambda self, x, y, z: ((x & y) | (~x & z))
... | Python | zaydzuhri_stack_edu_python |
import numpy as np
import pandas as pd
function validated_codes data pu_state_filter regional_granularity con
begin
string This function takes in the ranking data from each regional granularity and checks the zip, city or county codes against the codes that currently exist in LCAD. The data file is returned with a new ... | import numpy as np
import pandas as pd
def validated_codes(data, pu_state_filter, regional_granularity, con):
'''
This function takes in the ranking data from each regional granularity
and checks the zip, city or county codes against the codes that currently
exist in LCAD. The data file is returned wi... | Python | zaydzuhri_stack_edu_python |
comment coding: utf-8
comment # CS579: Project
comment In this project, we will fit a text classifier to categorize product(iPhone) reviews by sentiment.
comment In[2]:
from collections import Counter
from collections import defaultdict
import glob
import math
import operator
import hashlib
import io
import math
import... | # coding: utf-8
# # CS579: Project
#
# In this project, we will fit a text classifier to categorize product(iPhone) reviews by sentiment.
# In[2]:
from collections import Counter
from collections import defaultdict
import glob
import math
import operator
import hashlib
import io
import math
import matplotlib.pyplot... | Python | zaydzuhri_stack_edu_python |
function get_images_similar_to_image img_name indices distances k form=string df
begin
comment get_key(img_map, img_name)
set index = call index_from_image_name img_name
set distances = distances at index at slice 1 : k + 1 :
set images = list comprehension string x for x in indices at index at slice 1 : k + 1 :
if f... | def get_images_similar_to_image(img_name, indices, distances, k, form="df"):
index = index_from_image_name(img_name)#get_key(img_map, img_name)
distances = distances[index][1:k + 1]
images = [str(x) for x in indices[index]][1:k + 1]
if form == "df":
return pd.DataFrame({"img": images, "dist": d... | Python | nomic_cornstack_python_v1 |
comment !/usr/bin/env python3
comment -*- coding: utf-8 -*-
comment IAMarrakech.py
comment Copyright Florent Madelaine, (1/12/2017)
comment Ce logiciel est un programme informatique servant à jouer à Marrakech,
comment un jeu de plateau de Dominique Ehrhard distribué et édité par Gigamic,
comment dans le but de pouvoir... | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
# IAMarrakech.py
# Copyright Florent Madelaine, (1/12/2017)
# Ce logiciel est un programme informatique servant à jouer à Marrakech,
# un jeu de plateau de Dominique Ehrhard distribué et édité par Gigamic,
# dans le but de pouvoir mettre en oeuvre et tester des intelli... | Python | zaydzuhri_stack_edu_python |
import math
import sympy as sp
call init_printing
function newton f df x0 eps max_iter
begin
set x = x0
for n in range max_iter
begin
set fx = f dist x
if absolute fx < eps
begin
print string Found solution after n string iterations.
return x
end
set dfx = call df x
if dfx == 0
begin
print string Zero derivative. No so... | import math
import sympy as sp
sp.init_printing()
def newton(f, df, x0, eps, max_iter):
x = x0
for n in range(max_iter):
fx = f(x)
if abs(fx) < eps:
print('Found solution after', n, 'iterations.')
return x
dfx = df(x)
if dfx == 0:
print('Zer... | Python | zaydzuhri_stack_edu_python |
function pageList self request formatter info=0 numbered=1 paging=true hitsFrom=0 hitsInfo=0 highlight_titles=true highlight_pages=true
begin
call _reset request formatter
set f = formatter
set write = write
if numbered
begin
set lst = lambda on -> call number_list on start=hitsFrom + 1
end
else
begin
set lst = bullet_... | def pageList(self, request, formatter, info=0, numbered=1,
paging=True, hitsFrom=0, hitsInfo=0, highlight_titles=True,
highlight_pages=True):
self._reset(request, formatter)
f = formatter
write = self.buffer.write
if numbered:
lst = lambda on: f.number... | Python | nomic_cornstack_python_v1 |
comment !/bin/python3
import math
import os
import random
import re
import sys
if __name__ == string __main__
begin
set arr = list
for _ in range 6
begin
append arr list map int split right strip input
end
set max_sum = arr at 1 at 1 + sum arr at 0 at slice 0 : 3 : + sum arr at 2 at slice 0 : 3 :
for i in range 1 5
be... | #!/bin/python3
import math
import os
import random
import re
import sys
if __name__ == '__main__':
arr = []
for _ in range(6):
arr.append(list(map(int, input().rstrip().split())))
max_sum = arr[1][1]+ sum(arr[0][0:3]) + sum(arr[2][0:3])
for i in range(1, 5):
for j in range(1,5... | Python | zaydzuhri_stack_edu_python |
function test_real self
begin
set result = call ClustalParser real
comment make sure we got three sequences
assert equal length result 3
assert equal result dict string abc string GCAUGCAUGCAUGAUCGUACGUCAGCAUGCUAGACUGCAUACGUACGUACGCAUGCAUCA + string GUCGAUACGUACGUCAGUCAGUACGUCAGCAUGCAUACGUACGUCGUACGUACGU-CGAC + string ... | def test_real(self):
result = ClustalParser(real)
self.assertEqual(len(result), 3) #make sure we got three sequences
self.assertEqual(result, {
'abc': \
'GCAUGCAUGCAUGAUCGUACGUCAGCAUGCUAGACUGCAUACGUACGUACGCAUGCAUCA' + \
'GUCGAUACGUACGUCAGUCAGUACGUCAGCAUGCAUACG... | Python | nomic_cornstack_python_v1 |
function is_prime number
begin
string This function should return true if the number is prime and false otherwise.
if number <= 1
begin
return false
end
for i in range 2 integer number ^ 0.5 + 1
begin
if number % i == 0
begin
return false
end
end
return true
end function | def is_prime(number):
'''This function should return true if the number is prime and false otherwise.'''
if number <= 1:
return False
for i in range(2, int(number**0.5) + 1):
if number % i == 0:
return False
return True
| Python | jtatman_500k |
function get_column self column_name
begin
call check_for_column column_name
return drop missing data at column_name
end function | def get_column(self, column_name):
self.check_for_column(column_name)
return self.data[column_name].dropna() | Python | nomic_cornstack_python_v1 |
comment -*- coding: utf-8 -*-
import requests
import hashlib
from multiprocessing.pool import ThreadPool
from multiprocessing import Queue , Process
import numpy as np
import bs4
import sys
set adress = string http://localhost:4444/
set res = post adress + string login dict string uname string foo ; string password str... | # -*- coding: utf-8 -*-
import requests
import hashlib
from multiprocessing.pool import ThreadPool
from multiprocessing import Queue, Process
import numpy as np
import bs4
import sys
adress = "http://localhost:4444/"
res = requests.post(adress + "login", {"uname": "foo", "password": "bar"}, allow_redirects=False)
de... | Python | zaydzuhri_stack_edu_python |
function send_update_info self
begin
call write_message dict string type string update ; string data dict string pit_temp call get_temp ; string food_temp list comprehension call get_temp for probe in settings at string probes at string food ; string setpoint call get_setpoint ; string food_alarms settings at string fo... | def send_update_info(self):
self.write_message({
'type': 'update',
'data': {
'pit_temp': self.application.settings['probes']['pit'].get_temp(),
'food_temp': [probe.get_temp() for probe in self.application.settings['probes']['food']],
'setpo... | Python | nomic_cornstack_python_v1 |
import os
import pandas as pd
from src.databases.sources import paths
class DBs extends object
begin
string DBs class ensures that each database is loaded maximum once, and keeps a reference to that instance.
set _loaded_dbs = dict
function load self path
begin
comment if database file doesn't exist
if not exists path... | import os
import pandas as pd
from src.databases.sources import paths
class DBs(object):
"""
DBs class ensures that each database is loaded maximum once, and keeps a reference to that instance.
"""
_loaded_dbs = {}
def load(self, path):
# if database file doesn't exist
if not os.p... | Python | zaydzuhri_stack_edu_python |
import numpy as np
from db.controller.status_controller import StatusController
from db.controller.scan_controller import ScanController
from db.controller.rectangle_controller import RectangleController
from util.senser_util import receive , irradiate
class Senser
begin
function __init__ self status_controller scan_co... | import numpy as np
from db.controller.status_controller import StatusController
from db.controller.scan_controller import ScanController
from db.controller.rectangle_controller import RectangleController
from .util.senser_util import receive, irradiate
class Senser:
def __init__(
self,
status_co... | Python | zaydzuhri_stack_edu_python |
function camel_case_to_name name
begin
string Used to convert a classname to a lowercase name
function convert_func val
begin
return string _ + lower call group 0
end function
return lower name at 0 + sub string ([A-Z]) convert_func name at slice 1 : :
end function | def camel_case_to_name(name):
"""
Used to convert a classname to a lowercase name
"""
def convert_func(val):
return "_" + val.group(0).lower()
return name[0].lower() + re.sub(r'([A-Z])', convert_func, name[1:]) | Python | jtatman_500k |
comment longest paalindrome subsequence
function findLPS s startIndex endIndex
begin
if startIndex > endIndex
begin
return 0
end
else
if startIndex == endIndex
begin
return 1
end
else
if s at startIndex == s at endIndex
begin
return 2 + call findLPS s startIndex + 1 endIndex - 1
end
else
begin
set op1 = call findLPS s ... | # longest paalindrome subsequence
def findLPS(s, startIndex, endIndex):
if startIndex > endIndex:
return 0
elif startIndex == endIndex:
return 1
elif s[startIndex] == s[endIndex]:
return 2 + findLPS(s, startIndex+1, endIndex-1)
else:
op1 = findLPS(s, startIndex, endIndex... | Python | zaydzuhri_stack_edu_python |
string By Farrokh ... General usage functions ...
import datetime , shutil
function DATETIME_GetNowStr
begin
return string format time now string %Y-%m-%d_%H:%M:%S
end function
function OS_IsDirectory FolderAddress
begin
return is directory path FolderAddress
end function
function FILE_CheckFileExists fname
begin
retur... | """ By Farrokh ... General usage functions ... """
import datetime , shutil;
def DATETIME_GetNowStr():
return datetime.datetime.now().strftime("%Y-%m-%d_%H:%M:%S") ;
def OS_IsDirectory (FolderAddress):
return shutil.os.path.isdir (FolderAddress)
def FILE_CheckFileExists (fname):
return shutil.os.path... | Python | zaydzuhri_stack_edu_python |
function _get_index self orb sz=none
begin
if orb >= n_orbitals
begin
raise call IndexError string requested orbital index outside of the hilbert space
end
set spin_idx = call _spin_index sz
return spin_idx * n_orbitals + orb
end function | def _get_index(self, orb: int, sz: float = None):
if orb >= self.n_orbitals:
raise IndexError("requested orbital index outside of the hilbert space")
spin_idx = self._spin_index(sz)
return spin_idx * self.n_orbitals + orb | Python | nomic_cornstack_python_v1 |
function getFeatures self gameState action
begin
set features = counter
set features at string successorScore = call getScore gameState
return features
end function | def getFeatures(self, gameState, action):
features = util.Counter()
features['successorScore'] = self.getScore(gameState)
return features | Python | nomic_cornstack_python_v1 |
function solve_2x2 self
begin
assert call get_number 1 1 == 0 msg string zero tile should be at row 1, col 1
assert call row1_invariant 1 msg string tiles to right and below incorrectly ordered
comment Moves the zero tile to (0,0).
call update_puzzle string lu
comment Repositions the upper left 2x2 part up to 3 times,
... | def solve_2x2(self):
assert self.get_number(1,1) == 0, "zero tile should be at row 1, col 1"
assert self.row1_invariant(1), "tiles to right and below incorrectly ordered"
# Moves the zero tile to (0,0).
self.update_puzzle("lu")
# Repositions the upper left 2x2 ... | Python | nomic_cornstack_python_v1 |
function testWord passPhrase
begin
set micToCompare = call generateMic passPhrase
end function | def testWord(passPhrase):
micToCompare = generateMic(passPhrase)
| Python | nomic_cornstack_python_v1 |
string Construct a program in Python that finds the nth prime number
comment A function used to calculate whether a given number is prime
function is_prime n
begin
comment Corner cases
if n <= 1
begin
return false
end
if n <= 3
begin
return true
end
comment This is checked so that we can skip
comment middle five number... | """
Construct a program in Python that finds the nth prime number
"""
# A function used to calculate whether a given number is prime
def is_prime(n):
# Corner cases
if (n <= 1):
return False
if (n <= 3):
return True
# This is checked so that we can skip
# middle five numbers in b... | Python | jtatman_500k |
for i in range length y
begin
set z = ordinal phrase at i
if z + x <= 90
begin
set phrase at i = character z + x
end
else
begin
set sum = x + z
while sum > 90
begin
set sum = sum - 26
end
set phrase at i = character sum
end
print phrase at i end=string
end
print string
set ans = input string Do you want to do decryptio... | for i in range(len(y)):
z = ord(phrase[i])
if z + x <= 90:
phrase[i] = chr(z + x)
else:
sum = x + z
while sum > 90:
sum = sum -26
phrase[i] = chr(sum)
print(phrase[i],end='')
print('\n')
ans = input("Do you want to do decryption again ? ")
if ans == 'y':
... | Python | zaydzuhri_stack_edu_python |
string 1. Реализовать скрипт, в котором должна быть предусмотрена функция расчета заработной платы сотрудника. В расчете необходимо использовать формулу: (выработка в часах * ставка в час) + премия. Для выполнения расчета для конкретных значений необходимо запускать скрипт с параметрами.
from sys import argv
set tuple ... | """
1. Реализовать скрипт, в котором должна быть предусмотрена функция расчета заработной платы сотрудника.
В расчете необходимо использовать формулу: (выработка в часах * ставка в час) + премия.
Для выполнения расчета для конкретных значений необходимо запускать скрипт с параметрами.
"""
from sys import argv
script_n... | Python | zaydzuhri_stack_edu_python |
from bs4 import BeautifulSoup
import re
comment BeautifulSoup
comment https://cuiqingcai.com/1319.html
set html = string <html><head><title>The Dormouse's story</title></head> <body> <p class="title" name="dromouse"><b>The Dormouse's story</b></p> <p class="story">Once upon a time there were three little sisters; and t... | from bs4 import BeautifulSoup
import re
# BeautifulSoup
# https://cuiqingcai.com/1319.html
html='''
<html><head><title>The Dormouse's story</title></head>
<body>
<p class="title" name="dromouse"><b>The Dormouse's story</b></p>
<p class="story">Once upon a time there were three little sisters; and their names were
<a h... | Python | zaydzuhri_stack_edu_python |
comment Recursive helper
function _build_without_gui self level i
begin
comment center = 7i+1
comment north = 7i+2
comment south = 7i+3
comment northaast = 7i+4
comment southeast = 7i+5
comment northwest = 7i+6
comment southwest = 7i+7
if level > 0
begin
comment center
comment 0 signifies no canvas id
set nodes at 7 * ... | def _build_without_gui(self, level,i): # Recursive helper
#center = 7i+1
#north = 7i+2
#south = 7i+3
#northaast = 7i+4
#southeast = 7i+5
#northwest = 7i+6
#southwest = 7i+7
if level > 0:
#center
self.nodes[7*i+1] = Routers.IPRouter(7*i+1, 0, self.gui_boolean) # 0 signifies no canvas id
... | Python | nomic_cornstack_python_v1 |
function _find_udm_objects self module_s filter_s base
begin
comment type: (str, str, str) -> List[Any]
set module = call _get_module module_s
comment TODO: check if the first parameter is needed (Config, from univention.admin.config)
return call lookup none lo filter_s=filter_s base=base
end function | def _find_udm_objects(self, module_s, filter_s, base):
# type: (str, str, str) -> List[Any]
module = self._get_module(module_s)
# TODO: check if the first parameter is needed (Config, from univention.admin.config)
return module.lookup(None, self.lo, filter_s=filter_s, base=base) | Python | nomic_cornstack_python_v1 |
import webapp2
from google.appengine.ext import ndb
import logging
import yaml
import datetime
comment Node transitions
class Transition extends object
begin
function __init__ self to_node
begin
assert is instance to_node basestring msg string to_node should be a string, was %s % type to_node
set to_node = to_node
end ... | import webapp2
from google.appengine.ext import ndb
import logging
import yaml
import datetime
# Node transitions
class Transition(object):
def __init__(self, to_node):
assert isinstance(to_node, basestring), "to_node should be a string, was %s" % type(to_node)
self.to_node = to_node
def execu... | Python | zaydzuhri_stack_edu_python |
function execute_sql self query
begin
return execute call SqlExecute spark logger query
end function | def execute_sql(self, query):
return SqlExecute(self.spark, self.logger) \
.execute(query) | Python | nomic_cornstack_python_v1 |
import numpy as np
from math import sqrt
import warnings
import matplotlib.pyplot as plt
from matplotlib import style
from collections import Counter
call use string fivethirtyeight
set dataset = dict string k list list 1 2 list 2 3 list 3 1 ; string r list list 6 5 list 7 7 list 8 6
set new_features = list 5 7
comment... | import numpy as np
from math import sqrt
import warnings
import matplotlib.pyplot as plt
from matplotlib import style
from collections import Counter
style.use('fivethirtyeight')
dataset = {'k':[[1,2],[2,3],[3,1]],'r':[[6,5],[7,7],[8,6]]}
new_features = [5,7]
# for i in dataset:
# for ii in dataset[i]:
# plt.scat... | Python | zaydzuhri_stack_edu_python |
function _run self full_params
begin
print string Executing: %s % tuple join string full_params
set process = popen full_params stdout=PIPE
return communicate process
end function | def _run(self, full_params):
print("Executing: %s" % (' '.join(full_params),))
process = Popen(full_params, stdout=PIPE)
return process.communicate() | Python | nomic_cornstack_python_v1 |
import pytest
from pytest_demo.utils import booleanify , make_hashable
set booleanify_test_data = list tuple string false false tuple false true tuple string FaLse false tuple string 0 false tuple string true true tuple string tRuE true tuple string 1 true tuple string cat true tuple true true
set booleanify_ids = list... | import pytest
from pytest_demo.utils import booleanify, make_hashable
booleanify_test_data = [
('false', False),
(False, True),
('FaLse', False),
('0', False),
('true', True),
('tRuE', True),
('1', True),
('cat', True),
(True, True),
]
booleanify_ids = [
'false_string',
'... | Python | zaydzuhri_stack_edu_python |
comment -*- coding: utf-8 -*-
string Created on Mon Dec 16 09:36:40 2019 @author: jsyi
import pandas as pd
import matplotlib.pyplot as plt
import nltk
from nltk.corpus import stopwords
from collections import Counter
import networkx as nx
import re
from nltk.tokenize import RegexpTokenizer
set filename = string data/ka... | # -*- coding: utf-8 -*-
"""
Created on Mon Dec 16 09:36:40 2019
@author: jsyi
"""
import pandas as pd
import matplotlib.pyplot as plt
import nltk
from nltk.corpus import stopwords
from collections import Counter
import networkx as nx
import re
from nltk.tokenize import RegexpTokenizer
filename="data/kalsec-2019.tx... | Python | zaydzuhri_stack_edu_python |
string 计算圆的基础面积
comment 半径 r
set r = 2
comment 圆周率 pi
set pi = 3.14
comment 圆的面积 area
set area = pi * r ^ 2
set area = r * r * 3.14
print string area的面积是:
print area | """
计算圆的基础面积
"""
# 半径 r
r = 2
# 圆周率 pi
pi = 3.14
# 圆的面积 area
area = pi * r ** 2
area = r*r*3.14
print('area的面积是:')
print(area)
| Python | zaydzuhri_stack_edu_python |
function with_color_stripped f
begin
decorator wraps f
function colored_len s
begin
set s2 = sub COLOR_BEGIN_RGX + string (.*?) + COLOR_END_RGX lambda m -> sub COLOR_BEGIN_RGX string call group 1 s
if search COLOR_BEGIN_RGX s2
begin
raise call UnterminatedColorError s
end
return f dist sub COLOR_END_RGX string s2
end... | def with_color_stripped(f: Callable[[str], T]) -> Callable[[str], T]:
@wraps(f)
def colored_len(s: str) -> T:
s2 = re.sub(
COLOR_BEGIN_RGX + "(.*?)" + COLOR_END_RGX,
lambda m: re.sub(COLOR_BEGIN_RGX, "", m.group(1)),
s,
)
if re.search(COLOR_BEGIN_RGX,... | Python | nomic_cornstack_python_v1 |
comment =============================================================================
from PIL import Image
import numpy as np
import tensorflow as tf
import matplotlib.pyplot as plt
import task2_batch
import task3_net
import os
import pandas as pd
comment ===============================================================... | # =============================================================================
from PIL import Image
import numpy as np
import tensorflow as tf
import matplotlib.pyplot as plt
import task2_batch
import task3_net
import os
import pandas as pd
# =======================================================================
# 获... | Python | zaydzuhri_stack_edu_python |
import numpy as np
from multiprocessing import Process , Pipe
from multiprocessing import Value
import RPi.GPIO as GPIO
import time
import cv2
set HIGH = true
set LOW = false
comment setup GPIO pins
comment set GPIO numbering mode
call setmode BCM
call setwarnings false
set IR_RIGHT_PIN = 27
set IR_LEFT_PIN = 22
set IR... | import numpy as np
from multiprocessing import Process, Pipe
from multiprocessing import Value
import RPi.GPIO as GPIO
import time
import cv2
HIGH = True
LOW = False
# setup GPIO pins
GPIO.setmode(GPIO.BCM) # set GPIO numbering mode
GPIO.setwarnings(False)
IR_RIGHT_PIN = 27
IR_LEFT_PIN = 22
IR_LINE_RIGHT_PIN = 19
I... | Python | zaydzuhri_stack_edu_python |
function define_project_advancement project_id
begin
comment Gather information
set deliverables = filter project=project_id
set project = get objects id=project_id
comment Gather all deliverable status
set deliverables_status = list
for deliverable in deliverables
begin
append deliverables_status status
end
comment I... | def define_project_advancement(project_id):
# Gather information
deliverables = Deliverable.objects.filter(project=project_id)
project = Project.objects.get(id=project_id)
# Gather all deliverable status
deliverables_status = []
for deliverable in deliverables:
deliverables_status.appen... | Python | nomic_cornstack_python_v1 |
comment -*- coding: utf-8 -*-
string Created on Wed Apr 21 13:30:49 2021 @author: Avinash
comment WordCloud
comment pip install WordCloud
from wordcloud import WordCloud , STOPWORDS
import matplotlib.pyplot as plt
with open string C:\Users\Avinash\Documents\iphone_11.txt string r as ip
begin
set iphone = read ip
end
se... | # -*- coding: utf-8 -*-
"""
Created on Wed Apr 21 13:30:49 2021
@author: Avinash
"""
# WordCloud
# pip install WordCloud
from wordcloud import WordCloud, STOPWORDS
import matplotlib.pyplot as plt
with open("C:\\Users\\Avinash\\Documents\\iphone_11.txt","r") as ip:
iphone = ip.read()
other_stopwo... | Python | zaydzuhri_stack_edu_python |
function process_multiple_files self filepaths email_col=string EMAIL min_size=100 threshold=0.05
begin
set new_paths = list
for f in filepaths
begin
set df = read csv f
set df = call pre_process_frame df col=email_col
set orig_size = size
set FLAG = true
if orig_size < min_size
begin
pass
end
else
begin
print format ... | def process_multiple_files(self, filepaths, email_col='EMAIL',min_size=100, threshold=0.05):
new_paths = []
for f in filepaths:
df = pd.read_csv(f)
df = self.pre_process_frame(df, col=email_col)
orig_size = df.index.size
FLAG = True
if o... | Python | nomic_cornstack_python_v1 |
function getFriendsStatus self id=none user_id=none screen_name=none page=string 1
begin
if authenticated is true
begin
set apiURL = string
if id is not none
begin
set apiURL = string http://twitter.com/statuses/friends/%s.json % id
end
end
end function | def getFriendsStatus(self, id = None, user_id = None, screen_name = None, page = "1"):
if self.authenticated is True:
apiURL = ""
if id is not None:
apiURL = "http://twitter.com/statuses/friends/%s.json" % id | Python | nomic_cornstack_python_v1 |
from tkinter import *
import pymysql
import hotel_base
set db = call connect string localhost string root string cs631 string hrs
function viewhotels
begin
set root = call Tk
set text = call Text root
set hotel_data = call hotel_database db
for row in hotel_data
begin
set line = join string list comprehension string i... | from tkinter import *
import pymysql
import hotel_base
db = pymysql.connect("localhost","root","cs631","hrs")
def viewhotels():
root = Tk()
text = Text(root)
hotel_data=hotel_base.hotel_database(db)
for row in hotel_data:
line=' '.join([str(i) for i in row])+'\n'
... | Python | zaydzuhri_stack_edu_python |
import time
class Profiler
begin
function __init__ self
begin
set start_time = time
set end_time = time
end function
function start_tracking self
begin
set start_time = time
end function
function end_tracking self
begin
set end_time = time
end function
function get_time_delta_message self
begin
return string Consumed: ... | import time
class Profiler:
def __init__(self):
self.start_time = time.time()
self.end_time = time.time()
def start_tracking(self):
self.start_time = time.time()
def end_tracking(self):
self.end_time = time.time()
def get_time_delta_message(self):
return 'Con... | Python | zaydzuhri_stack_edu_python |
import csv
from keras.callbacks import ModelCheckpoint
from keras.engine.saving import load_model
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.metrics import precision_score , accuracy_score , recall_score , f1_score , classification_report
import seaborn as sn
from sklearn import... | import csv
from keras.callbacks import ModelCheckpoint
from keras.engine.saving import load_model
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.metrics import precision_score, accuracy_score, recall_score, f1_score, classification_report
import seaborn as sn
from sklearn import me... | Python | zaydzuhri_stack_edu_python |
class ScoreOutOfRangeError extends Exception
begin
pass
end class
function print_score score
begin
try
begin
if score < 0 or score > 100
begin
raise call ScoreOutOfRangeError string Score is out of range
end
set name = string John Doe
print string The score is { score }
print string Name: { name }
end
except ZeroDivisi... | class ScoreOutOfRangeError(Exception):
pass
def print_score(score):
try:
if score < 0 or score > 100:
raise ScoreOutOfRangeError("Score is out of range")
name = "John Doe"
print(f'The score is {score}')
print(f'Name: {name}')
except ZeroDivisionError as zde:
... | Python | jtatman_500k |
function remove_bucket_from_config_file args
begin
set sanitised_group = replace group string / string -
set expected_path = format string /etc/ugr/conf.d/{}.conf sanitised_group
if not exists path expected_path
begin
return 1
end
set remaining_config = false
with open expected_path string r as f
begin
set lines = read... | def remove_bucket_from_config_file(args):
sanitised_group = args.group.replace('/', '-')
expected_path = "/etc/ugr/conf.d/{}.conf".format(sanitised_group)
if not os.path.exists(expected_path):
return 1
remaining_config = False
with open(expected_path, "r") as f:
lines = f.readline... | Python | nomic_cornstack_python_v1 |
function log self _object_type _key_object _change_op _payload
begin
call run_query string select log.log_change( {version}, {username}, {object_type}, {key_object}, {change_op}, {payload} ); version=version username=username object_type=_object_type key_object=_key_object change_op=_change_op payload=_payload
end func... | def log(self, _object_type, _key_object, _change_op, _payload):
self.run_query(
"select log.log_change( {version}, {username}, {object_type}, {key_object}, {change_op}, {payload} );",
version=self.version, username=self.username,
object_type=_object_type, key_object=_key_obje... | Python | nomic_cornstack_python_v1 |
function checkpoint request tmp_path
begin
set checkpoint_fs_type = param
set checkpoint_path = tmp_path / string ckpt_dir
make directory checkpoint_path exist_ok=true
call write_text string dummy
if checkpoint_fs_type == string local
begin
yield call from_directory string checkpoint_path
end
else
if checkpoint_fs_type... | def checkpoint(request, tmp_path):
checkpoint_fs_type = request.param
checkpoint_path = tmp_path / "ckpt_dir"
checkpoint_path.mkdir(exist_ok=True)
(checkpoint_path / _CHECKPOINT_CONTENT_FILE).write_text("dummy")
if checkpoint_fs_type == "local":
yield Checkpoint.from_directory(str(checkpoi... | Python | nomic_cornstack_python_v1 |
function spectrum self photon_energy
begin
set outspecene = call _validate_ene photon_energy
from scipy.special import cbrt
function Gtilde x
begin
string AKP10 Eq. D7 Factor ~2 performance gain in using cbrt(x)**n vs x**(n/3.)
set gt1 = 1.808 * call cbrt x / square root 1 + 3.4 * call cbrt x ^ 2.0
set gt2 = 1 + 2.21 *... | def spectrum(self, photon_energy):
outspecene = _validate_ene(photon_energy)
from scipy.special import cbrt
def Gtilde(x):
"""
AKP10 Eq. D7
Factor ~2 performance gain in using cbrt(x)**n vs x**(n/3.)
"""
gt1 = 1.808 * cbrt(x) / np.s... | Python | nomic_cornstack_python_v1 |
function k_cross_validate k data classify_ftn classes
begin
comment number of samples
set n = call shape data at 0
comment array of indices
set idx = range n
comment randomize indices
shuffle idx
comment partition the shuffled data into k units
set d = split data at idx k
comment iterate through each partition and dete... | def k_cross_validate(k, data, classify_ftn, classes):
n = shape(data)[0] # number of samples
idx = range(n) # array of indices
shuffle(idx) # randomize indices
d = split(data[idx], k) # partition the shuffled data into k units
# iterate through each partition... | Python | nomic_cornstack_python_v1 |
function dep_attention_RNN encoder_inputs encoder_extra_inputs decoder_inputs cell num_encoder_symbols num_decoder_symbols word_embedding_size batch_size task sequence_length=none loop_function=none bidirectional_rnn=false context_win_size=1 train_embeddings=true dtype=float32
begin
assert length encoder_inputs == leng... | def dep_attention_RNN(encoder_inputs,
encoder_extra_inputs,
decoder_inputs,
cell,
num_encoder_symbols,
num_decoder_symbols,
word_embedding_size,
batch_size,
... | Python | nomic_cornstack_python_v1 |
function convert input type
begin
string Converts input value to request type :param input: input value :param type: type to cast :return: converted value
try
begin
if not input
begin
if type == TYPE_STRING
begin
return string
end
else
begin
return none
end
end
if type == TYPE_STRING
begin
if is instance input date
be... | def convert(input, type):
"""
Converts input value to request type
:param input: input value
:param type: type to cast
:return: converted value
"""
try:
if not input:
if type == Types.TYPE_STRING:
return ''
... | Python | jtatman_500k |
function walk_storage_from_command command filesystem
begin
return walk storage_folder filesystem branch leaf
end function | def walk_storage_from_command(command: instances.FilesRelatedCommand,
filesystem: Filesystem
) -> Iterator[Tuple[str, str, str]]:
return walk(command.storage_folder, filesystem,
command.branch, command.leaf) | Python | nomic_cornstack_python_v1 |
comment import random library
import random
comment All of the fortune tellers response
set response = list string Working on something will focus your thoughts. string Look on google, there the answer will lie. string Ask someone you know. string Let your mind wander. string New hobbies will occupy your time. string N... | # import random library
import random
# All of the fortune tellers response
response = ['Working on something will focus your thoughts.',
'Look on google, there the answer will lie.', 'Ask someone you know.',
'Let your mind wander.',
'New hobbies will occupy your time.',
... | Python | zaydzuhri_stack_edu_python |
import xlrd
import os
from public.globalpath import readdata_path
from public.log import Log
set log = log string ReadData
class ReadData
begin
function __init__ self
begin
pass
end function
comment 从excel读取测试数据,返回列表
function read_excel self filename sheet_name
begin
set list = list
set path = readdata_path + filename... | import xlrd
import os
from public.globalpath import readdata_path
from public.log import Log
log = Log("ReadData")
class ReadData:
def __init__(self):
pass
# 从excel读取测试数据,返回列表
def read_excel(self,filename,sheet_name):
list = []
path = readdata_path + filename + ".xls"
try:... | Python | zaydzuhri_stack_edu_python |
comment Time : O(N); Space: O(1)
comment @tag : Arrays
comment @by : Shaikat Majumdar
comment @date: Aug 27, 2020
comment **************************************************************************
comment 179. Largest Number
comment Given a list of non negative integers, arrange them such that they form the largest num... | #
# Time : O(N); Space: O(1)
# @tag : Arrays
# @by : Shaikat Majumdar
# @date: Aug 27, 2020
# **************************************************************************
# 179. Largest Number
#
# Given a list of non negative integers, arrange them such that they form the largest number.
#
# Example 1:
#
# Input: [10,2]... | Python | zaydzuhri_stack_edu_python |
from pip._vendor.distlib.compat import raw_input
comment string
print string please enter two numbers below:
set a = call raw_input
set b = call raw_input
set c = a + b
print string total c
comment int
print string please enter two numbers below:
set a = integer call raw_input
set b = integer call raw_input
set c = a +... | from pip._vendor.distlib.compat import raw_input
#string
print('please enter two numbers below:')
a = raw_input()
b = raw_input()
c = a + b
print('total', c)
#int
print('\nplease enter two numbers below:')
a = int(raw_input())
b = int(raw_input())
c = (a + b)
print (c) | Python | zaydzuhri_stack_edu_python |
function display_word word guesses
begin
comment start with a variable with nothing in it. this will be new each time.
comment go through each letters in word
comment if letter is in guesses: .append the letter
comment if letter is not in guesses: add the letter as '_'
comment add letter/'_' of the word in sequence wit... | def display_word(word, guesses):
# start with a variable with nothing in it. this will be new each time.
# go through each letters in word
# if letter is in guesses: .append the letter
# if letter is not in guesses: add the letter as '_'
# add letter/'_' of the word in sequence with a space
# r... | Python | nomic_cornstack_python_v1 |
from bs4 import BeautifulSoup
from urllib import request
import urllib.parse
import urllib.error
from urllib.request import urlopen
from urllib.error import HTTPError as e
function make_soup url
begin
set html = read url open url
return call BeautifulSoup html string html.parser
end function
function get_images url
beg... | from bs4 import BeautifulSoup
from urllib import request
import urllib.parse
import urllib.error
from urllib.request import urlopen
from urllib.error import HTTPError as e
def make_soup(url):
html = urlopen(url).read()
return BeautifulSoup(html, "html.parser")
def get_images(url):
soup = make_soup... | Python | zaydzuhri_stack_edu_python |
comment !/usr/bin/python
comment -*- coding: utf-8 -*-
import sqlite3 as lite
import sys
set f = open string ../raw_data/w2_.txt string r
set con = call connect string hashtags.db
with con and f
begin
set cur = call cursor
end | #!/usr/bin/python
# -*- coding: utf-8 -*-
import sqlite3 as lite
import sys
f = open ('../raw_data/w2_.txt','r')
con = lite.connect('hashtags.db')
with con and f:
cur = con.cursor()
| Python | zaydzuhri_stack_edu_python |
function principle self
begin
call message bg=string navy fg=string ivory width=400 font=string Helvetica 10 bold text=string The pieces in this game each have one white and one black side. When you click on a piece, all 8 adjacent pieces turn over. The game consists of trying to turn them all over. If the exercise is ... | def principle(self):
self.main_window.message(
bg="navy", fg="ivory", width=400, font="Helvetica 10 bold",
text="The pieces in this game each have one white and one black"
" side. When you click on a piece, all 8 adjacent pieces turn"
" over.\nThe game c... | Python | nomic_cornstack_python_v1 |
comment !/usr/bin/env python3
comment -*- coding: utf-8 -*-
string Created on Wed Jun 13 10:54:17 2018 @author: philip
comment 구매생명주기 v2.0 ##########
comment 모듈 로드
import pandas as pd
comment import numpy as np
comment 1. csv 파일 로드 및 전처리
comment : 구매상품TR을 제휴사별로 나눈 csv 파일(finalA_c, finalB_c, finalC_c, finalD_c)
comment ... | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Wed Jun 13 10:54:17 2018
@author: philip
"""
####################################
########## 구매생명주기 v2.0 ##########
####################################
### 모듈 로드
import pandas as pd
#import numpy as np
### 1. csv 파일 로드 및 전처리
### : 구매상품TR을 제휴사별로 나눈 ... | Python | zaydzuhri_stack_edu_python |
function test_repr self cosmo_cls cosmo
begin
call test_repr self cosmo_cls cosmo
comment test eliminated Ode0 from parameters
assert string Ode0 not in call repr cosmo
end function | def test_repr(self, cosmo_cls, cosmo):
FLRWSubclassTest.test_repr(self, cosmo_cls, cosmo)
# test eliminated Ode0 from parameters
assert "Ode0" not in repr(cosmo) | Python | nomic_cornstack_python_v1 |
function __enter__ self
begin
set tid = call threadID
if tid != tid
begin
set conn = call openDB
set tid = tid
end
open
return self
end function | def __enter__(self):
tid = threadID()
if self.tid != tid:
self.conn = self.database.openDB()
self.tid = tid
self.open()
return self | Python | nomic_cornstack_python_v1 |
function annotations self
begin
return get pulumi self string annotations
end function | def annotations(self) -> Optional[Sequence[Any]]:
return pulumi.get(self, "annotations") | Python | nomic_cornstack_python_v1 |
comment -*- coding: utf-8 -*-
from array import array
import pytest
decorator fixture
function SimpleClass CrossinterpreterBaseClass
begin
class SimpleClass extends CrossinterpreterBaseClass
begin
pass
end class
return SimpleClass
end function
function test_interpreter_dependent_instanciation CrossinterpreterBaseClass ... | # -*- coding: utf-8 -*-
from array import array
import pytest
@pytest.fixture
def SimpleClass(CrossinterpreterBaseClass):
class SimpleClass(CrossinterpreterBaseClass):
pass
return SimpleClass
def test_interpreter_dependent_instanciation(CrossinterpreterBaseClass,
... | Python | zaydzuhri_stack_edu_python |
function equivalent first second
begin
string Compare two objects for equivalence (identity or equality), using array_equiv if either object is an ndarray
comment TODO: refactor to avoid circular import
from import duck_array_ops
if is instance first ndarray or is instance second ndarray
begin
return call array_equiv ... | def equivalent(first: T, second: T) -> bool:
"""Compare two objects for equivalence (identity or equality), using
array_equiv if either object is an ndarray
"""
# TODO: refactor to avoid circular import
from . import duck_array_ops
if isinstance(first, np.ndarray) or isinstance(second, np.ndarra... | Python | jtatman_500k |
from copy import deepcopy
import curses
from random import randint
from logging import debug
import logging
import os
remove os string debug.log
call basicConfig format=string %(message)s level=DEBUG filename=string debug.log
set WHITE = COLOR_WHITE
set BLACK = COLOR_BLACK
set RED = COLOR_RED
set BLUE = COLOR_BLUE
set ... | from copy import deepcopy
import curses
from random import randint
from logging import debug
import logging
import os
os.remove('debug.log')
logging.basicConfig(format='%(message)s', level=logging.DEBUG,
filename='debug.log')
WHITE = curses.COLOR_WHITE
BLACK = curses.COLOR_BLACK
RED = curses.COLOR... | Python | zaydzuhri_stack_edu_python |
function _check_open
begin
set socket = call TSocket heavydb_host 6274
set transport = call TBufferedTransport socket
try
begin
open
return true
end
except TTransportException
begin
return false
end
end function | def _check_open():
socket = TSocket.TSocket(heavydb_host, 6274)
transport = TTransport.TBufferedTransport(socket)
try:
transport.open()
return True
except TTransportException:
return False | Python | nomic_cornstack_python_v1 |
function ConvertFileName cls infile band
begin
try
begin
import os
end
except any
begin
raise call ImportError string Can not find module os
end
end function | def ConvertFileName(cls,infile,band):
try:
import os
except:
raise ImportError("Can not find module os") | Python | nomic_cornstack_python_v1 |
import json
set f = open string normalize-500-50-nor.json string r
set f1 = open string properties.txt string r
set p = list
for line in read lines f1
begin
set line = strip line string
append p line
end
set property = list
for line in read lines f
begin
set dics = loads line
for i in range length dics
begin
if is in... | import json
f = open('normalize-500-50-nor.json', 'r')
f1 = open('properties.txt', 'r')
p = []
for line in f1.readlines():
line = line.strip('\n')
p.append(line)
property = []
for line in f.readlines():
dics = json.loads(line)
for i in range(len(dics)):
if isinstance(dics[i], dict):
... | Python | zaydzuhri_stack_edu_python |
for a in reversed sp
begin
append np a
end
for else
begin
print np
print length sp
end | for a in reversed(sp):
np.append(a)
else:
print(np)
print(len(sp)) | Python | zaydzuhri_stack_edu_python |
function index
begin
if method == string POST
begin
if call has_key string phone and call valid_phone form at string phone
begin
set session at string phone = form at string phone
set code = call gen_code
set session at string confirmation_code = code
call create to=session at string phone _from=APP_NUMBER body=string ... | def index():
if request.method == 'POST':
if (request.form.has_key('phone')
and valid_phone(request.form['phone'])):
session['phone'] = request.form['phone']
code = gen_code()
session['confirmation_code'] = code
twilio_client.messages.create(to... | Python | nomic_cornstack_python_v1 |
function set_steps_to_1_or_quit self signum frame
begin
if not received_sigint
begin
set total_steps = 1
set received_sigint = true
critical string Received SIGINT, will finish this training step and then conclude training.
critical string Send another SIGINT to immediately interrupt the process.
end
else
begin
critica... | def set_steps_to_1_or_quit(self, signum, frame):
if not self.received_sigint:
self.total_steps = 1
self.received_sigint = True
logger.critical("\nReceived SIGINT, will finish this training step and then conclude training.")
logger.critical("Send another SIGINT to ... | Python | nomic_cornstack_python_v1 |
comment coding: utf8
string 将ascii的word2vec 数据，转化为numpy格式的二进制数据. 示例： python script/build_term_emb_binary.py -i vocab/term.emb -o ${DEST_DIR}/term.emb.np
import numpy as np
import argparse
import sys
set parser = call ArgumentParser
call add_argument string -i string --input help=string input multiple dict, split by ","... | #coding: utf8
"""
将ascii的word2vec 数据，转化为numpy格式的二进制数据.
示例：
python script/build_term_emb_binary.py -i vocab/term.emb -o ${DEST_DIR}/term.emb.np
"""
import numpy as np
import argparse
import sys
parser = argparse.ArgumentParser()
parser.add_argument("-i", "--input", help="input multiple dict, split by \",\"", default=No... | Python | zaydzuhri_stack_edu_python |
function main
begin
call basicConfig format=string %(asctime)s %(levelname)-5.5s %(message)s stream=stdout level=DEBUG
comment Parse options
set parser = call ArgumentParser description=string Generate a Commander decklist
call add_argument string --layout help=string Which layout to use default=string fish
call add_ar... | def main():
logging.basicConfig(format="%(asctime)s %(levelname)-5.5s %(message)s",
stream=sys.stdout,
level=logging.DEBUG)
# Parse options
parser = argparse.ArgumentParser(description='Generate a Commander decklist')
parser.add_argument("--layout", help=... | Python | nomic_cornstack_python_v1 |
function test_condense_function self
begin
from collections import namedtuple
set Measurement = named tuple string Measurement list string timestamp string value
set tuple mid_minutes end_minutes = tuple 5 10
set datetime1 = now
set datetime2 = datetime1 + time delta minutes=mid_minutes
set datetime3 = datetime1 + time... | def test_condense_function(self):
from collections import namedtuple
Measurement = namedtuple('Measurement', ['timestamp', 'value'])
mid_minutes, end_minutes = 5, 10
datetime1 = datetime.datetime.now()
datetime2 = datetime1 + datetime.timedelta(minutes=mid_minutes)
datet... | Python | nomic_cornstack_python_v1 |
string This computes Tantimoto distance based on SensEmbed vectors (They also have T* which includes a graph vicinity factor that needs to be tuned so I'm just using T for now)
set INPUT = string ../sensembed/babelfy_vectors
set VOCAB = string ./all/vocab.txt
set OUTPUT = string ./all/sim_ssembed.txt
from collections i... | """
This computes Tantimoto distance based on SensEmbed vectors
(They also have T* which includes a graph vicinity
factor that needs to be tuned so I'm just using T for now)
"""
INPUT = "../sensembed/babelfy_vectors"
VOCAB = "./all/vocab.txt"
OUTPUT = "./all/sim_ssembed.txt"
from collections import defaultdict
impor... | Python | zaydzuhri_stack_edu_python |
function PosToPDB Pos L file
begin
comment Handle periodicity using minimum image convention
set Pos = call MinImage Pos L * L
comment Open target file to append
set ofile = open file string a
for atomnum in range length Pos
begin
set line = string %-6s%5s%5s %3s A 1 %8.3f%8.3f%8.3f % tuple string ATOM string atomnum s... | def PosToPDB( Pos, L, file):
#Handle periodicity using minimum image convention
Pos = MinImage(Pos, L)*L
ofile = open(file, 'a') #Open target file to append
for atomnum in range(len(Pos)):
line = '%-6s%5s%5s %3s A 1 %8.3f%8.3f%8.3f\n' % ( 'ATOM', str(atomnum), 'C', 'MOL', Pos[atomnum][0],... | Python | nomic_cornstack_python_v1 |
function model_score_for_data self
begin
set data = call __preparing_data
set model = linear regression
set HP = data at string HP
set level = data at string level
set level_reshape = reshape array level - 1 1
fit model level_reshape HP
comment predicted = model.predict(level_reshape)
return score model level_reshape H... | def model_score_for_data(self):
data = self.__preparing_data()
model = sklearn.linear_model.LinearRegression()
HP = data['HP']
level = data['level']
level_reshape = np.array(level).reshape(-1, 1)
model.fit(level_reshape, HP)
#predicted = model.predict(l... | Python | nomic_cornstack_python_v1 |
function get_oscillatedspectra self t E flavor_xform
begin
set initialspectra = call get_initialspectra t E
set oscillatedspectra = dict
set oscillatedspectra at NU_E = call prob_ee t E * initialspectra at NU_E + call prob_ex t E * initialspectra at NU_X
set oscillatedspectra at NU_X = call prob_xe t E * initialspectr... | def get_oscillatedspectra(self, t, E, flavor_xform):
initialspectra = self.get_initialspectra(t, E)
oscillatedspectra = {}
oscillatedspectra[Flavor.NU_E] = \
flavor_xform.prob_ee(t, E) * initialspectra[Flavor.NU_E] + \
flavor_xform.prob_ex(t, E) * initialspectra[Fl... | Python | nomic_cornstack_python_v1 |
string function reusable step1. define, create step2. call a function
comment step1.define
function myfunc1
begin
print string hello
print string python function
end function
comment function body
comment step2. call
call myfunc1
comment y = x
function mathfunc1 x
begin
set y = x
return y
end function
set x = 2
set res... | """
function
reusable
step1. define, create
step2. call a function
"""
# step1.define
def myfunc1():
print("hello")
print("python function")
# function body
# step2. call
myfunc1()
# y = x
def mathfunc1(x):
y = x
return y
x = 2
result = mathfunc1(x)
print("x={}, for y=x, result: y = {}".form... | Python | zaydzuhri_stack_edu_python |
import sqlite3
set db = call connect string queue.db
set cursor = call cursor
execute cursor string SELECT * FROM queue
set all = call fetchall | import sqlite3
db = sqlite3.connect('queue.db')
cursor = db.cursor()
cursor.execute('''
SELECT * FROM queue
''')
all=cursor.fetchall() | Python | zaydzuhri_stack_edu_python |
from flask import Flask , render_template
comment import matplotlib.pyplot as plt
comment import seaborn as sns
comment import numpy as np
comment from pyecharts import options as opts
comment from pyecharts.charts import Pie
set app = call Flask __name__
decorator call route string /bim
comment def generate_matplotlib... | from flask import Flask, render_template
# import matplotlib.pyplot as plt
# import seaborn as sns
# import numpy as np
# from pyecharts import options as opts
# from pyecharts.charts import Pie
app = Flask(__name__)
# def generate_matplotlib_png():
# """使用matplotlib绘图，生成图片"""
# x = np.linspace(-5, 5, 100)
#... | Python | zaydzuhri_stack_edu_python |
function filtered_preorder_iterator node select=none ignore=none
begin
if ignore and call ignore node
begin
return
end
if select is none or select node
begin
yield node
end
for child in children
begin
yield from call filtered_preorder_iterator child select ignore
end
end function | def filtered_preorder_iterator(node, select=None, ignore=None):
if ignore and ignore(node):
return
if select is None or select(node):
yield node
for child in node.children:
yield from filtered_preorder_iterator(child, select, ignore) | Python | nomic_cornstack_python_v1 |
function adjust_detection im_ms cloud_mask im_labels im_ref_buffer image_epsg georef settings date satname buffer_size_pixels
begin
set sitename = settings at string inputs at string sitename
set filepath_data = settings at string inputs at string filepath
comment subfolder where the .jpg file is stored if the user acc... | def adjust_detection(im_ms, cloud_mask, im_labels, im_ref_buffer, image_epsg, georef,
settings, date, satname, buffer_size_pixels):
sitename = settings['inputs']['sitename']
filepath_data = settings['inputs']['filepath']
# subfolder where the .jpg file is stored if the user accepts t... | Python | nomic_cornstack_python_v1 |
function polynomial_fitting strain stress lower_window upper_window
begin
for i in range length strain
begin
if strain at i > lower_window
begin
set si = i
break
end
pass
end
for i in range length strain
begin
if strain at i > upper_window
begin
set sf = i
break
end
pass
end
comment sig = A eps^n : fitting polynomial f... | def polynomial_fitting(strain, stress, lower_window, upper_window):
for i in range(len(strain)):
if strain[i]>lower_window: si=i;break
pass
for i in range(len(strain)):
if strain[i]>upper_window: sf=i;break
pass
# sig = A eps^n : fitting polynomial function
# ln(s... | Python | nomic_cornstack_python_v1 |
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