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a4ecc578a163ee4657a2c9302f79f15c2e4e39de
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class Leg:
__smelly = True
def bend_knee(self):
print("knee bent")
@property
def smelly(self):
return self.__smelly
@smelly.setter
def smelly(self, smell):
self.__smelly = smell
def is_smelly(self):
return self.__smelly
|
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a85a7ad6ffb2b9aa5f5326d11c75ddbee680fac4
|
import sys
import sucessor
import expande
from collections import deque
def busca_caminho(nodo_final, nodo_inicial):
pilha_acoes = deque() # iremos empilhar as acoes já que a estaremos com a ordem reversa a priori
v = nodo_final
while v != nodo_inicial:
pilha_acoes.append(v.acao)
v = v.pai
return pilha_acoes
def busca_dfs(nodo_inicial, custo_maximo_atual):
objetivo = "12345678_"
custo_maximo_absoluto = 100 # profundedade maxima tolerada
explorados = set()
fronteira = deque()
fronteira.append(nodo_inicial)
if (
custo_maximo_atual > custo_maximo_absoluto
): # se a profundedade maxima atual é maior do que a profundedade maxima tolerada retorna -1 pois provavelmente não existe uma solução
return -1
while True:
if not fronteira: # Se a fronteira esta vazia
explorados = None
return busca_dfs(
nodo_inicial, custo_maximo_atual + 1
) # executa a função novamente mas dessa vez com uma profundedade maxima maior
v = fronteira.pop() # pop em vez de popleft para tratar a fronteira como pilha
if v.estado == objetivo:
return busca_caminho(v, nodo_inicial)
if v not in explorados:
explorados.add(v)
estados_sucessores = sucessor.sucessor(v.estado)
# Cada estado atingível a partir de v é acrescentado à fronteira caso a profundidade dos novos estados não exceda a profundidade máxima
if (v.custo + 1) < custo_maximo_atual:
for e in estados_sucessores:
filho = expande.Nodo(e[1], v, e[0], v.custo + 1)
fronteira.append(filho)
def main():
# como eu não queria ter que modificar as classes que já existiam, usei o custo de cada estado como um sinônimo de profundidade, já que os novos estados sempre tem custo = custo do pai + 1
estado_inicial = sys.argv[1]
custo_inicial = 0
pai = expande.Nodo(estado_inicial, 0, "", custo_inicial)
caminho = busca_dfs(pai, 1)
while caminho:
print(caminho.pop(), end=" ")
print()
if __name__ == "__main__":
main()
|
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42d2d8717ec2c25a99302e8de3090d600f8e80ff
|
# Copyright 2021 Pants project contributors (see CONTRIBUTORS.md).
# Licensed under the Apache License, Version 2.0 (see LICENSE).
from pants.backend.scala.goals.tailor import classify_source_files
from pants.backend.scala.target_types import (
ScalaJunitTestsGeneratorTarget,
ScalaSourcesGeneratorTarget,
ScalatestTestsGeneratorTarget,
)
def test_classify_source_files() -> None:
scalatest_files = {
"foo/bar/BazSpec.scala",
}
junit_files = {
"foo/bar/BazTest.scala",
}
lib_files = {"foo/bar/Baz.scala"}
assert {
ScalatestTestsGeneratorTarget: scalatest_files,
ScalaJunitTestsGeneratorTarget: junit_files,
ScalaSourcesGeneratorTarget: lib_files,
} == classify_source_files(junit_files | lib_files | scalatest_files)
|
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b2fa6104f03dc76522a51f352101cef199ddc665
|
# Generated by Django 2.2.7 on 2019-11-15 23:43
from django.db import migrations
class Migration(migrations.Migration):
dependencies = [
("quizzapp", "0005_auto_20191115_2339"),
]
operations = [
migrations.RemoveField(
model_name="question",
name="titre",
),
]
|
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] |
07bd3c7cacbf8d0e39d06b21456258ad92cb2294
|
# module: order functionality
# HW2: complete this func
def process_option(food, option):
# print(food.keys())
food_name = list(food.keys())[option - 1]
food_price = food[food_name]
print(food_price)
print("You have chosen: ", option, food_name, "!", " For unit price: ", food_price)
# HW2: ask quantity
# if ENTER = cancel
# if ent numb = calc total (func separate func)
# print total
# ask confirmation (y/n)
# ask for costumer name
# save the order data in data/<name>order.txt
q = int(input("How many? "))
total = q * food_price
print(food_name, "x", q, "=", total)
# file = open("copy.txt", "w")
# file.write("Your text goes here")
# file.close()
client_name = input("Your name pls: ")
# file = open("data/" + client_name + ".txt", "w")
# file.write(food_name + "|" + str(q) + str(food_price) + "|" + str(total))
# file.close()
with open("data/" + client_name + ".txt", "w") as file:
file.write(food_name + "|" + str(q) + "|" + str(food_price) + "|" + str(total))
def confirmation():
c = input("Press y/n for confirmation: ")
if c == "y":
print("Reservation confirmed!")
elif c == "n":
print("Reservation decline!")
elif c == "":
print("Cancel reservation")
else:
print("CK next time...")
def show_order_info():
client_name = input("Your name in data: ")
file = open("data/" + client_name + ".txt", "r")
data = file.read()
file.close()
print(data)
|
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37f610457e51599a29168accd95eaa6699c6f777
|
# Generated by Django 2.2 on 2020-11-05 16:33
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("accounts", "0011_auto_20201104_0936"),
]
operations = [
migrations.AddField(
model_name="users",
name="isadmin",
field=models.IntegerField(default=0),
),
migrations.AlterField(
model_name="users",
name="created_at",
field=models.DateTimeField(default="2020-11-05 16:33:16"),
),
]
|
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d786e89b9d478dcff3c541c89731247075d078c3
|
"""
@author: Ken Venner
@contact: ken@venerllc.com
@version: 1.13
Read in a file of wine names and create consistent wine descriptions
from these names.
"""
import kvutil
import kvcsv
import re
import sys
import shutil
# may comment out in the future
import pprint
pp = pprint.PrettyPrinter(indent=4)
ppFlag = False
# application variables
optiondictconfig = {
"AppVersion": {
"value": "1.13",
"description": "defines the version number for the app",
},
"debug": {
"value": False,
"type": "bool",
"description": "defines if we are running in debug mode",
},
"verbose": {
"value": 1,
"type": "int",
"description": "defines the display level for print messages",
},
"setup_check": {
"value": False,
"type": "bool",
"description": "defines if we checking out setup",
},
"pprint": {
"value": False,
"type": "bool",
"description": "defines if we output with pretty print when debugging",
},
"csvfile_master_in": {
"value": "wine_xref.csv",
"description": "defines the name of the master data input file",
},
"csvfile_update_in": {
"value": "wineref.csv",
"description": "defines the name of the input file to updated",
},
"csvfile_update_out": {
"value": "wineref2.csv",
"description": "defines the name of the updated output file",
},
"fldWine": {
"value": "wine",
"description": "defines the name of the field that holds the Wine ",
},
"fldWineDescr": {
"value": "winedescr",
"description": "defines the name of the field holding the wine description",
},
"fldWineDescrNew": {
"value": "winedescrnew",
"description": "defines the name of the NEW field holding the new description ",
},
"fldWineDescrMatch": {
"value": None,
"description": "defines the name of the NEW field holding the results of comparison existing to new description ",
},
"fldWineMaster": {
"value": None,
"description": "defines the name of the field that holds the Wine when reading the master file ",
},
"fldWineDescrMaster": {
"value": None,
"description": "defines the name of the field holding the wine description when reading the master file",
},
"backupfile_ext": {
"value": ".bak",
"description": "defines the extension to use to copy the update input file to if we are replacing it with output",
},
"defaultnew": {
"value": None,
"description": "defines if we should take field fldWineDescrNew and set to a value if not set",
},
}
### GLOBAL VARIABLES / LOOKUPS ########################################
# regex search for vintage in wine name
vintageLookup = (
re.compile("\d\d\d\d\s+\d\d(\d\d)"), # two years together - get this one over early
re.compile("^\d\d(\d\d)"), # four position start of line
re.compile("\s\d\d(\d\d)$"), # four position end of line
re.compile("\s\d\d(\d\d)\s"), # four position middle of line
re.compile("XX\d\d(\d\d)\s"), # four position middle of line
re.compile("\s\d\d(\d\d)\/"), # four position split
re.compile("\s'?(\d\d)'?$|\s'?(\d\d)'?\s"), # two position date with optional apostrophe front or back
)
# regex search for case in wine name
reCase = re.compile(r"12\s*X\s*750\s*ML|\bcase\b|12\/750\s*ML", re.IGNORECASE)
# regex to pick up qualifiers from the wine
reQualLookup = (
(None, re.compile(r"\bWithout\s+Gift\b|\bNo\s+Gift", re.IGNORECASE)), # the none gift do them first
("Gift", re.compile(r"\bGift\b", re.IGNORECASE)),
("VAP", re.compile(r"\bVAP\b", re.IGNORECASE)),
("VAP", re.compile(r"\bGlassVAP\b", re.IGNORECASE)),
("Glass", re.compile(r"\bGlass\b", re.IGNORECASE)),
("Glass", re.compile(r"\bGlasses\b", re.IGNORECASE)),
("Etch", re.compile(r"\bEtch\b", re.IGNORECASE)),
("Basket", re.compile(r"\bBasket\b", re.IGNORECASE)),
)
# regex search to define the size of the wine bottle
sizeLookup = (
("1.75L", re.compile(r"\b1\.75\s*Li?|\b1\.75$", re.IGNORECASE)),
("1.5L", re.compile(r"\b1\.5\s*L?\b|\bMagnum\b", re.IGNORECASE)),
("375mL", re.compile(r"Half\s+Bottle|375ml", re.IGNORECASE)),
("200mL", re.compile(r"\b200\s*ML|\(200\s*ML", re.IGNORECASE)),
("50mL", re.compile(r"\b50\s*ML|\(50\s*ML", re.IGNORECASE)),
("500mL", re.compile(r"\b500\s*ML|\(500\s*ML", re.IGNORECASE)),
("3L", re.compile(r"\b3\s*Li?", re.IGNORECASE)),
("6L", re.compile(r"\b6\s*Li?", re.IGNORECASE)),
("9L", re.compile(r"\b9\s*Li?", re.IGNORECASE)),
("1L", re.compile(r"\b1L\b|\b1\s+L$|\b1.0\s*L\b|\b1\s+Liter\b|\bOne\s+Liter\b|\bLITER\b|\b1\s*LTR", re.IGNORECASE)),
)
# regex extract winery names from the wine field
wineryLookup = (
("Alban", re.compile(r"\bAlban\b", re.IGNORECASE)),
("Arrowood", re.compile(r"\bArrowood\b", re.IGNORECASE)),
("Atalon", re.compile(r"\bAtalon\b", re.IGNORECASE)),
("Attune", re.compile(r"\bAttune\b", re.IGNORECASE)),
("Auteur", re.compile(r"\bAuteur\b", re.IGNORECASE)),
("Austin Hope", re.compile(r"\bAustin\s+Hope\b", re.IGNORECASE)),
("Badge", re.compile(r"\bBadge\b", re.IGNORECASE)),
("Balletto", re.compile(r"\bBalletto\b", re.IGNORECASE)),
("Bell", re.compile(r"\bBell\s+Cellar", re.IGNORECASE)),
("BR Cohn", re.compile(r"\bB\.?\s?R\.?\s+Cohn\b", re.IGNORECASE)),
("Bremer", re.compile(r"\bBremer\b", re.IGNORECASE)),
("Brewer-Clifton", re.compile(r"\bBrewer[\s\-]Clifton\b", re.IGNORECASE)),
("BV", re.compile(r"\bBeaulieu\s+V|\bBV\b", re.IGNORECASE)),
("Belle Glos", re.compile(r"\bBelle\s+Glos\b", re.IGNORECASE)),
("Bennett Ln", re.compile(r"\bBennet+\sLane\b", re.IGNORECASE)),
("Benovia", re.compile(r"\bBenovia\b", re.IGNORECASE)),
("Beringer", re.compile(r"\bBeringer\b", re.IGNORECASE)),
("Blackstone", re.compile(r"\bBlackstone\b", re.IGNORECASE)),
("Brancott", re.compile(r"\bBrancott\b", re.IGNORECASE)),
("Cade", re.compile(r"\bCade\b", re.IGNORECASE)),
("Cain Five", re.compile(r"\bCain\s+Five\b|\bCain\s-\sFive\b|\bCain\s5\b|\bCainFive\b", re.IGNORECASE)),
("Cakebread", re.compile(r"\bCakebread\b", re.IGNORECASE)),
("Cardinale", re.compile(r"\bCardinale\b", re.IGNORECASE)),
("Caymus", re.compile(r"\bCaymus\b", re.IGNORECASE)),
("Chappellet", re.compile(r"\bChappellet\b", re.IGNORECASE)),
("Chalk Hill", re.compile(r"\bChalk\s+Hill\b", re.IGNORECASE)),
("Clos Du Bois", re.compile(r"\bClos\s+Du\s+Bois\b", re.IGNORECASE)),
("ClosDuVal", re.compile(r"\bClos\s+du\s+Val\b", re.IGNORECASE)),
("Colgin", re.compile(r"\bColgin\b", re.IGNORECASE)),
("Concha Don Melchor", re.compile(r"\bConcha\s.*Don\s+Melchor\b|Don\s+Melchor\b", re.IGNORECASE)),
("Continuum", re.compile(r"\bContinuum\b", re.IGNORECASE)),
("Corison", re.compile(r"\bCorison\b", re.IGNORECASE)),
("Cristal", re.compile(r"Roederer\s?.*Cristal\b|\bCristal\b.+Brut", re.IGNORECASE)),
("Curran", re.compile(r"\bCurran\b", re.IGNORECASE)),
("Darioush", re.compile(r"\bDarioush\b", re.IGNORECASE)),
("Darioush", re.compile(r"\bCaravan\b", re.IGNORECASE)),
("David Arthur", re.compile(r"\bDavid\s+Arthur\b", re.IGNORECASE)),
("David Bruce", re.compile(r"\bDavid\s+Bruce\b", re.IGNORECASE)),
("Davis Family", re.compile(r"\bDavis\s+Family\b", re.IGNORECASE)),
("Del Dotto", re.compile(r"\bDel\s+Dotto\b", re.IGNORECASE)),
("Dominus", re.compile(r"\bDominus\b", re.IGNORECASE)),
("Goldeneye", re.compile(r"\bGoldeneye\b", re.IGNORECASE)), # before duckhorn
("Paraduxx", re.compile(r"\bParaduxx\b", re.IGNORECASE)), # before duckhorn
("Domaine Carneros", re.compile(r"\bDomaine\s+Carneros\b", re.IGNORECASE)),
("Dominus", re.compile(r"\Dominus\b", re.IGNORECASE)),
("Drappier", re.compile(r"\bDrappier\b", re.IGNORECASE)),
("Duckhorn", re.compile(r"\bDuckhorn\b", re.IGNORECASE)),
("Dumol", re.compile(r"\bDumol\b", re.IGNORECASE)),
("Dunn", re.compile(r"\bDunn\b", re.IGNORECASE)),
("Ehlers", re.compile(r"\bEhlers\b", re.IGNORECASE)),
("Etude", re.compile(r"\bEtude\b", re.IGNORECASE)),
("Far Niente", re.compile(r"\bFar Niente\b", re.IGNORECASE)),
("Flora", re.compile(r"\bFlora\s+Springs\b", re.IGNORECASE)),
("Flowers", re.compile(r"\bFlowers\b", re.IGNORECASE)),
("Robert Foley", re.compile(r"\bRobert\s+\bFoley\b", re.IGNORECASE)), # before Foley
("Foley", re.compile(r"\bFoley\b", re.IGNORECASE)),
("Foxen", re.compile(r"\bFoxen\b", re.IGNORECASE)),
("Franciscan", re.compile(r"\bFranciscan\b", re.IGNORECASE)),
("Frank Family", re.compile(r"\bFrank Family\b", re.IGNORECASE)),
("Gary Farrell", re.compile(r"\bGary\s+Farrel+\b", re.IGNORECASE)),
("Ghost Block", re.compile(r"\bGhost\s+Block\b", re.IGNORECASE)),
("Grgich", re.compile(r"\bGrgich\b", re.IGNORECASE)),
("Groth", re.compile(r"\bGroth\b", re.IGNORECASE)),
("Gundlach", re.compile(r"\bGundlach\b", re.IGNORECASE)),
("Hansel", re.compile(r"\bHansel\b", re.IGNORECASE)),
("Hanzell", re.compile(r"\bHanzell\b", re.IGNORECASE)),
("Hess", re.compile(r"\bHess\b", re.IGNORECASE)),
("Hewitt", re.compile(r"\bHewitt\b", re.IGNORECASE)),
("Hobbs", re.compile(r"\bHobbs\b|\bcrossbarn\b", re.IGNORECASE)),
("Hundred Acre", re.compile(r"\bHundred\s+Acre\b", re.IGNORECASE)),
("Jordan", re.compile(r"\bJordan\b", re.IGNORECASE)),
("Justin", re.compile(r"\bJustin\b", re.IGNORECASE)),
("Kim Crawford", re.compile(r"\bKim\s+Crawford\b", re.IGNORECASE)),
("Kistler", re.compile(r"\bKistler\b", re.IGNORECASE)),
("Kosta", re.compile(r"\bKosta\s+Browne?\b", re.IGNORECASE)),
("Krug", re.compile(r"\bKrug\b", re.IGNORECASE)),
("Kunde", re.compile(r"\bKunde\b", re.IGNORECASE)),
("LaCrema", re.compile(r"\bLa\s?Crema\b", re.IGNORECASE)),
("Lewis", re.compile(r"\bLewis\b", re.IGNORECASE)),
("Lokoya", re.compile(r"\bLokoya\b", re.IGNORECASE)),
("Meiomi", re.compile(r"\bMeiomi\b", re.IGNORECASE)),
("Melville", re.compile(r"\bMelville\b", re.IGNORECASE)),
("Momento Mori", re.compile(r"\bMomento\s+Mori\b", re.IGNORECASE)),
("Mondavi", re.compile(r"\bMondavi\b", re.IGNORECASE)),
("Montelena", re.compile(r"\bMontelena\b", re.IGNORECASE)),
("Mt Veeder", re.compile(r"^Mount\s+Veeder\b|^Mt\.? Veeder\b|\d+\s+M[^t]*t\s+Veeder\b", re.IGNORECASE)),
("Newton", re.compile(r"\bNewton\b", re.IGNORECASE)),
("Nickel", re.compile(r"\bNickel\b", re.IGNORECASE)),
("Opus One", re.compile(r"\bOpus\s+One\b", re.IGNORECASE)),
("P Togni", re.compile(r"\bTogni\b", re.IGNORECASE)),
("Pahlmeyer Jayson", re.compile(r"\bJayson\b", re.IGNORECASE)), # this before pahlmeyer
("Pahlmeyer", re.compile(r"\bPahlmeyer\b(?!\s*Jay)", re.IGNORECASE)),
("Papillon", re.compile(r"\bPapillon\b", re.IGNORECASE)),
("Patz", re.compile(r"\bPatz\b", re.IGNORECASE)),
("Phelps", re.compile(r"\bPhelps\b", re.IGNORECASE)),
("Plumpjack", re.compile(r"\bPlumpjack\b", re.IGNORECASE)),
("Pride", re.compile(r"\bPride\b", re.IGNORECASE)),
("Prisoner", re.compile(r"\bPrisoner\b", re.IGNORECASE)),
("Provenance", re.compile(r"\bProvenance\b", re.IGNORECASE)),
("R Sinskey", re.compile(r"\bSinskey\b", re.IGNORECASE)),
("Ramey", re.compile(r"\bRamey\b", re.IGNORECASE)),
("Revana", re.compile(r"\bRevana\b", re.IGNORECASE)),
("Raptor", re.compile(r"\bRaptor\s+Ridge\b", re.IGNORECASE)),
("Revana", re.compile(r"\bRevana\b", re.IGNORECASE)),
("Ridge", re.compile(r"\bRidge\b", re.IGNORECASE)),
("Robert Foley", re.compile(r"\bRobert\s+Foley\b", re.IGNORECASE)),
("Rombauer", re.compile(r"\bRombauer\b", re.IGNORECASE)),
("Rudd", re.compile(r"\bRudd\b", re.IGNORECASE)),
("Scarecrow", re.compile(r"\bScarecrow\b", re.IGNORECASE)),
("Sea Smoke", re.compile(r"\bSea\s+Smoke\b", re.IGNORECASE)),
("Seghesio", re.compile(r"\bSeghesio\b", re.IGNORECASE)),
("Shafer", re.compile(r"\bShafer\b", re.IGNORECASE)),
("Sherwin", re.compile(r"\bSherwin\b", re.IGNORECASE)),
("Silver Oak", re.compile(r"\bSilver\s+Oak\b", re.IGNORECASE)),
("Silverado", re.compile(r"\bSilverado\b", re.IGNORECASE)),
("Simi", re.compile(r"\bSimi\b", re.IGNORECASE)),
("Sonoma Cutrer", re.compile(r"\bCutrer\b", re.IGNORECASE)),
("Spottswoode", re.compile(r"\bSpottswoode\b", re.IGNORECASE)),
("Stag Leap", re.compile(r"\bStag.*\sLeap\b", re.IGNORECASE)),
("Sullivan", re.compile(r"\bSullivan\b", re.IGNORECASE)),
("Summerland", re.compile(r"\bSummerland\b", re.IGNORECASE)),
("Summers", re.compile(r"\bSummers\b", re.IGNORECASE)),
("Tantara", re.compile(r"\bTantara\b", re.IGNORECASE)),
("Turnbull", re.compile(r"\bTurnbull\b", re.IGNORECASE)),
("Veuve", re.compile(r"\bVeuve\b", re.IGNORECASE)),
("Viader", re.compile(r"\bViader\b", re.IGNORECASE)),
("Waterstone", re.compile(r"\bWaterstone\b", re.IGNORECASE)),
("Whitehall", re.compile(r"\bWhitehall\b", re.IGNORECASE)),
("Wm Selyem", re.compile(r"\bWilliams\s*\-?Selyem\b", re.IGNORECASE)),
("ZD", re.compile(r"\bZD\b", re.IGNORECASE)),
("Zaca", re.compile(r"\bZaca\b", re.IGNORECASE)),
("zBourbon Woodford Res", re.compile(r"\bWoodford\s+Reserve\b", re.IGNORECASE)),
("zBourbon Woodford Res", re.compile(r"\bWoodford\s+Rsv\b", re.IGNORECASE)),
("zCognac Courvoisier", re.compile(r"\bCourvoisier\b", re.IGNORECASE)),
("zCognac Hennessy", re.compile(r"\bHennesse?y\b", re.IGNORECASE)),
("zCognac Remy", re.compile(r"\bRemy\s+Martin\b|\bRemy\s+Louis", re.IGNORECASE)),
("zCointreau", re.compile(r"\bCointreau\b", re.IGNORECASE)),
("zGin Hendrick", re.compile(r"\bHendrick", re.IGNORECASE)),
("zGin Tanqueray", re.compile(r"\bTanqueray\b", re.IGNORECASE)),
("zRum Mt Gay", re.compile(r"\bMount\s+Gay\b|\bMt\s+Gay", re.IGNORECASE)),
("zRum Ron Zacapa", re.compile(r"\bRon\s+Zacapa\b", re.IGNORECASE)),
("zRye Hayden", re.compile(r"\bBasil\s+Hayden\b", re.IGNORECASE)),
("zSambuca", re.compile(r"\bSambuca\b", re.IGNORECASE)),
("zScotch Glenmorangie", re.compile(r"\bGlenmorangie\b", re.IGNORECASE)),
("zScotch Hibiki Harmony", re.compile(r"\bHibiki\s.*Harmony\b", re.IGNORECASE)),
("zScotch Hibiki", re.compile(r"\bHibiki\b(?!\s*Har)", re.IGNORECASE)),
("zScotch Macallan", re.compile(r"\bMacallan\b", re.IGNORECASE)),
("zTeq Campo Azul", re.compile(r"\bCampo\s+Azul\b", re.IGNORECASE)),
("zTeq Casamigos", re.compile(r"\bCasamigos\b", re.IGNORECASE)),
("zTeq Casino Azul", re.compile(r"\bCasino\s+Azul\b", re.IGNORECASE)),
("zTeq Clase Azul", re.compile(r"\bClase\s+Azul\b", re.IGNORECASE)),
("zTeq Cuervo", re.compile(r"\bJose\s+Cuervo\b|^Cuervo\b", re.IGNORECASE)),
("zTeq Don Julio", re.compile(r"\bDon\s+Julio\b", re.IGNORECASE)),
("zTeq Dos Artes", re.compile(r"\bDos\s+Artes\b|^Cuervo\b", re.IGNORECASE)),
("zTeq Gran Cava", re.compile(r"\bGran\s+Cava\b", re.IGNORECASE)),
("zTeq Herradura", re.compile(r"\bHerradura\b", re.IGNORECASE)),
("zTeq Loma Azul", re.compile(r"\bLoma\s+Azul\b", re.IGNORECASE)),
("zTeq Padre Azul", re.compile(r"\bPadre\s+Azul\b", re.IGNORECASE)),
("zTeq Partida", re.compile(r"\bPartida\b", re.IGNORECASE)),
("zTeq Patron", re.compile(r"\bPatron\b", re.IGNORECASE)),
("zTripleSec Gr Marnier", re.compile(r"\bGrand\s+Marnier\b", re.IGNORECASE)),
("zTripleSec Dekuyper", re.compile(r"\bDekuyper\b", re.IGNORECASE)),
("zTripleSec Hiram", re.compile(r"\bHiram\b", re.IGNORECASE)),
("zVodka Absolut", re.compile(r"\bAbsolut\b", re.IGNORECASE)),
("zVodka Skyy", re.compile(r"\bSkyy\b", re.IGNORECASE)),
("zVodka Tito", re.compile(r"\bTito", re.IGNORECASE)),
("zWhiskey Balvenie", re.compile(r"\bBalvenie\b", re.IGNORECASE)),
("zWhiskey J Walker", re.compile(r"\bJohn+ie\s+Walker\b", re.IGNORECASE)),
# ('', re.compile(r'\b\b', re.IGNORECASE)),
)
# regex extract the grape from the wine fld
grapeLookup = (
("Cab Franc", re.compile(r"\bCabernet\s+Franc|\bCab\s+Franc", re.IGNORECASE)), # before cab
("Cab", re.compile(r"\bCabernet\b|\sCS\s|\sCS$|\bCab\b", re.IGNORECASE)),
("Claret", re.compile(r"\bClaret\b", re.IGNORECASE)),
("Rose Pinot", re.compile(r"\bRose\b.*\bPinot\b|\bPinot\b.*\bRose\b", re.IGNORECASE)),
("Pinot", re.compile(r"\bPinot\b|\bPN\b|\bP\s+Noir\b", re.IGNORECASE)),
("Merlot", re.compile(r"\bMerlot\b|\bME\b", re.IGNORECASE)),
("Sauv Blanc", re.compile(r"\bSauvignon\s+Blanc\b|\bSB\b", re.IGNORECASE)),
("Sauv Blanc", re.compile(r"\bSauvignon\/Fume\s+Blanc\b", re.IGNORECASE)),
("Meritage", re.compile(r"\bMeritage\b", re.IGNORECASE)),
("Fume", re.compile(r"\bFume\b|\bFumé", re.IGNORECASE)),
("Champagne", re.compile(r"\bChampagne\b", re.IGNORECASE)),
("Chard", re.compile(r"\bChar+d|\bCH\b", re.IGNORECASE)),
("Shiraz", re.compile(r"\bShiraz\b", re.IGNORECASE)),
("Syrah", re.compile(r"\bSyrah\b|\bSY\b", re.IGNORECASE)),
("Zin", re.compile(r"\bZinfandel\b|\bZIN\b|\bZN\b", re.IGNORECASE)),
("Rose", re.compile(r"\bRose\b|\bRosé", re.IGNORECASE)),
("Sangiovese", re.compile(r"\Sangiovese\b", re.IGNORECASE)),
# ('Brandy', re.compile(r'\bBrandy\b', re.IGNORECASE)),
("Gewurzt", re.compile(r"\bGew.rztraminer\b|\bGewürzt", re.IGNORECASE)),
("Malbec", re.compile(r"\bMalbec\b", re.IGNORECASE)),
("Viognier", re.compile(r"\bViognier\b", re.IGNORECASE)),
("Roussanne", re.compile(r"\bRoussanne\b", re.IGNORECASE)),
("Charbono", re.compile(r"\bCharbono\b", re.IGNORECASE)),
("PSirah", re.compile(r"\bPetite Sirah\b", re.IGNORECASE)),
("Cuvee", re.compile(r"\bCuvee\b", re.IGNORECASE)),
("Red", re.compile(r"\bRed\b|\bBordeaux\s+Blend\b", re.IGNORECASE)),
("Syrah-Cab", re.compile(r"\bSyrcab\b|\bsyrah[-\s\/]+cab", re.IGNORECASE)),
("Grenache", re.compile(r"\bGrenache\b", re.IGNORECASE)),
("Tempranillo", re.compile(r"\bTempranillo\b", re.IGNORECASE)),
)
# wineries that we don't want to look up the grape on
ignoreGrapeLookup = {
"Cristal": ["Rose", None],
"Domaine Carneros": ["Brut", None],
"Dominus": [None],
"Papillon": None,
"Paraduxx": None,
"Veuve": None,
"zCointreau": None,
"zGin Hendrick": None,
"zGin Tanqueray": ["Ten", None],
"zTripleSec Gr Marnier": ["1880", "100th", "Cent", "Quin", None],
"zTripleSec Dekuyper": None,
"zTripleSec Hiram": None,
"zVodka Skyy": ["Citrus", None],
"zVodka Tito": None,
# 'Prisoner' : ['Cuttings', 'Red', 'Derange', 'Saldo', 'Blindfold', None],
}
# winery to wine lookup when no grape is found in the wine name
#
# extract the wine name from a winery - when a field does not have a grape lookup for the row
# the name looked up and found will be the name used
noGrapeLookup = {
"Ehlers": ["120-80"], # matches an abbreviations - and matches fldWineDescr
"Alban": ["Pandora"],
"BV": ["Tapestry", "Latour"],
"Bennett Ln": ["Maximus"],
"Bremer": ["Austintatious"],
"Cain Five": None,
"Colgin": ["Cariad", "IX"],
"Concha Don Melchor": None,
"Continuum": None,
"Darioush": ["Duel", "Darius"],
"Duckhorn": ["Discussion"],
"Far Niente": ["Dolce"],
"Flora": ["Trilogy"],
"Franciscan": ["Magnificat"],
"Grgich": ["Violetta"],
"Gundlach": ["Vintage Reserve"],
"Justin": ["Isosceles"],
"Krug": ["Generations"],
"Mondavi": ["Maestro"],
"Newton": ["Puzzle"],
"Opus One": None,
"Phelps": ["Insignia"],
"Prisoner": ["Cuttings", "Derange", "Saldo", "Blindfold"],
"Ridge": ["Monte Bello"],
"Robert Foley": ["Griffin"],
"Sullivan": ["Coeur de Vigne"],
"Zaca": ["ZThree", "ZCuvee"],
"zCognac Courvoisier": ["Napolean", "VS", "VSOP", "XO"],
"zCognac Hennessy": ["Paradis", "Richard", "VS", "VSOP", "XO", "Master"],
"zCognac Remy": ["1738", "Louis XIII", "VSOP", "XO", "VS"],
"zRum Ron Zacapa": ["23", "Negra", "XO"],
"zRye Hayden": ["Dark", "Caribbean"],
"zScotch Hibiki Harmony": None,
# 'zScotch Hibiki' : ['Toki', '12', '17', '21', '30'],
"zTeq Campo Azul": ["Extra Anejo", "Anejo", "Blanco", "Reposado"],
"zTeq Casamigos": ["Extra Anejo", "Anejo", "Blanco", "Reposado"],
"zTeq Casino Azul": ["Extra Anejo", "Anejo", "Blanco", "Reposado", "Silver"],
"zTeq Clase Azul": ["Ultra", "Extra Anejo", "Anejo", "Blanco", "Reposado", "Mezcal", "Plata", "Platino"],
"zTeq Dos Artes": ["Extra Anejo"],
"zTeq Gran Cava": ["Extra Anejo"],
"zTeq Loma Azul": ["Extra Anejo", "Anejo", "Blanco", "Reposado"],
# 'zTeq Padre Azul' : ['Extra Anejo', 'Anejo', 'Blanco', 'Reposado'],
"zTeq Partida": ["Blanco", "Elegante"],
"zVodka Absolut": ["Citron", "Mandarin", "Mandrin", "Mango", "Ruby", "Vanilia", "Raspberri", "Grapevine", None],
"zWhiskey J Walker": ["Double Black", "Black", "Blue", "Gold", "Green", "Platinum", "Red", "Swing", "White", "18", "21"],
}
# regex to use to determine if this is a liquor not a wine
#
# winery -> [ liquor, regex ]
# if there is no grape, and no noGrapeLookup found, but the winery has a liquorLookup
# use the list of lookups to find the additional infomratoin to add to the winery
#
liquorLookup = {
"zRum Mt Gay": [
("1703 Mst", re.compile(r"\b1703\b", re.IGNORECASE)),
("BB", re.compile(r"\bBlack Barrel\b", re.IGNORECASE)),
("Eclipse Silver", re.compile(r"\bEclipse\s+Silver\b", re.IGNORECASE)),
("Eclipse", re.compile(r"\bEclipse\b", re.IGNORECASE)),
("Old Peat", re.compile(r"\bOld Peat", re.IGNORECASE)),
("Old Pot", re.compile(r"\bPot\s+Still\b", re.IGNORECASE)),
("Old", re.compile(r"\bOld\b", re.IGNORECASE)),
("Silver", re.compile(r"\bSilver\b", re.IGNORECASE)),
("XO Peat", re.compile(r"\bXO\b", re.IGNORECASE)),
],
"zScotch Glenmorangie": [
("10", re.compile(r"\b10(YR)?\b", re.IGNORECASE)),
("14 Port", re.compile(r"14.+\bQuinta\b|14.+\bPort\b|\bQuinta\b.+14|\bPort\b.+14", re.IGNORECASE)),
("12 Bacalta", re.compile(r"\bBacalta\b", re.IGNORECASE)),
("12 Burgundy", re.compile(r"\bBurgundy\b", re.IGNORECASE)),
("12 Nectar", re.compile(r"\bNectar\b", re.IGNORECASE)),
("12 Port", re.compile(r"\bQuinta\b|\bPort\b", re.IGNORECASE)),
("12 Sherry", re.compile(r"\bLa\s?Santa\b|\bSherry\b", re.IGNORECASE)),
("12 Signet", re.compile(r"\bSignet\b", re.IGNORECASE)),
("15 Cadboll", re.compile(r"\bCadboll", re.IGNORECASE)),
("15", re.compile(r"\b15(YR)?\b", re.IGNORECASE)),
("18", re.compile(r"\b18(YR)?\b|\b18YEAR\b", re.IGNORECASE)),
("25 Astar", re.compile(r"\bAstar\b", re.IGNORECASE)),
("25", re.compile(r"\b25(YR)?\b", re.IGNORECASE)),
("Companta", re.compile(r"\bCompanta\b", re.IGNORECASE)),
("Finealta", re.compile(r"\bFinealta\b", re.IGNORECASE)),
("Milsean", re.compile(r"\bMilsean\b", re.IGNORECASE)),
("Sonnalta", re.compile(r"\bSonnalta\b", re.IGNORECASE)),
],
"zScotch Macallan": [
("10 Fine", re.compile(r"\bFine.*\b10\b|\b10.*Fine")),
("10", re.compile(r"\b10\b")),
("12 Double Gold", re.compile(r"\bDbl\b.*Gold|\bDouble\b.*Gold", re.IGNORECASE)),
("12 Double", re.compile(r"\bDouble\s.*12(YR)?\b", re.IGNORECASE)),
("12 Double", re.compile(r"\b12\s.*Double\b", re.IGNORECASE)),
("12 Double", re.compile(r"\bDbl\b|\bDouble\b", re.IGNORECASE)),
("12 Edition 1", re.compile(r"\bEdition\s.*1\b", re.IGNORECASE)),
("12 Edition 2", re.compile(r"\bEdition\s.*2\b", re.IGNORECASE)),
("12 Edition 3", re.compile(r"\bEdition\s.*3\b", re.IGNORECASE)),
("12 Edition 4", re.compile(r"\bEdition\s.*4\b", re.IGNORECASE)),
("12 Sherry", re.compile(r"\b12\s.*Sherry\b|\bSherry\b\s.*\b12", re.IGNORECASE)),
("12 Triple", re.compile(r"\b12(YR)?\s.*Triple\b", re.IGNORECASE)),
("12 Triple", re.compile(r"\bTriple\s.*12\b", re.IGNORECASE)),
("12", re.compile(r"\b12(YR)?\b", re.IGNORECASE)),
("15 Triple", re.compile(r"\b15(YR)?\s.*Triple\b|Triple.+\b15(YR)?\b", re.IGNORECASE)),
("15 Fine", re.compile(r"\b15(YR)?\b.*\bFine\b", re.IGNORECASE)),
("15", re.compile(r"\b15(YR)?\b", re.IGNORECASE)),
("17 Sherry", re.compile(r"\b17(YR)?\s.*Sherry\b", re.IGNORECASE)),
("17 Fine", re.compile(r"\b17(YR)?\b.*\bFine\b", re.IGNORECASE)),
("17", re.compile(r"\b17(YR)?\b", re.IGNORECASE)),
("18 Sherry", re.compile(r"\b18(YR)?\s.*Sherry\b|Sherry\b.*18", re.IGNORECASE)),
("18 Triple", re.compile(r"\b18(YR)?\s.*Triple\b|Triple.+\b18(YR)?\b", re.IGNORECASE)),
("18 Fine", re.compile(r"\b18(YR)?\b.*\bFine\b", re.IGNORECASE)),
("18 Gran", re.compile(r"Gran\b.*\b18", re.IGNORECASE)),
("18", re.compile(r"\b18(YR)?\b", re.IGNORECASE)),
("21 Fine", re.compile(r"\b21.*Fine\b", re.IGNORECASE)),
("21", re.compile(r"\b21(YR)?\b", re.IGNORECASE)),
("25 Sherry", re.compile(r"\b25\s.*Sherry\b", re.IGNORECASE)),
("25", re.compile(r"\b25(YR)?\b")),
("30 Sherry", re.compile(r"\b30\s.*Sherry", re.IGNORECASE)),
("30 Triple", re.compile(r"\b30(YR)?\s.*Triple\b|Triple.+\b30(YR)?\b", re.IGNORECASE)),
("30 Fine", re.compile(r"\b30(YR)?\b.*\bFine\b|Fine.*30", re.IGNORECASE)),
("30", re.compile(r"\b30(YR)?\b")),
("Rare", re.compile(r"\bRare\b", re.IGNORECASE)),
],
"zTeq Cuervo": [
("Especial Gold", re.compile(r"\bEspecial\b.*Gold\b|Gold.*Especial", re.IGNORECASE)),
("Especial Blue", re.compile(r"\bEspecial\b.*Blue\b", re.IGNORECASE)),
("Especial", re.compile(r"\bEspecial\b", re.IGNORECASE)),
("Familia Platino", re.compile(r"\bPlatino\b", re.IGNORECASE)),
("Familia Anejo", re.compile(r"\bFamilia\b|\bReserva\b", re.IGNORECASE)),
("Gold", re.compile(r"\bGold\b", re.IGNORECASE)),
("Reposado Lagavulin", re.compile(r"\bReposado.*Lagavulin", re.IGNORECASE)),
("Tradicional Anejo", re.compile(r"Tradicional.*Anejo|Anejo.*Tradicional", re.IGNORECASE)),
("Tradicional Reposado", re.compile(r"Tradicional.*Reposado|Reposado.*Tradicional", re.IGNORECASE)),
("Tradicional Silver", re.compile(r"\bTradicional\b", re.IGNORECASE)),
("Tradicional Silver", re.compile(r"\bTraditional\b", re.IGNORECASE)),
("Reposado", re.compile(r"\bReposado\b", re.IGNORECASE)),
("Silver", re.compile(r"\bSilver\b", re.IGNORECASE)),
],
"zTeq Don Julio": [
("1942", re.compile(r"\b1942\b", re.IGNORECASE)),
("Real", re.compile(r"\bReal\b", re.IGNORECASE)),
("Anejo Claro 70th", re.compile(r"\b70th\b", re.IGNORECASE)),
("Anejo Claro", re.compile(r"\bAnejo\b\s*Claro\b", re.IGNORECASE)),
("Anejo", re.compile(r"\bAnejo\b", re.IGNORECASE)),
("Blanco", re.compile(r"\bBlanco\b", re.IGNORECASE)),
("Reposado Lagavulin", re.compile(r"\bRepo.+Lagvulin\b", re.IGNORECASE)),
("Reposado Dbl", re.compile(r"\bReposado.+Double\b", re.IGNORECASE)),
("Reposado Dbl", re.compile(r"\bReposado.+Dbl\b", re.IGNORECASE)),
("Reposado Dbl", re.compile(r"\bDouble.+Reposado\b", re.IGNORECASE)),
("Reposado Private", re.compile(r"\bReposado.+Private\b", re.IGNORECASE)),
("Reposado", re.compile(r"\bReposado\b", re.IGNORECASE)),
("Silver", re.compile(r"\bSilver\b", re.IGNORECASE)),
],
"zTeq Herradura": [
("Ultra", re.compile(r"\bUltra\b", re.IGNORECASE)),
("Suprema", re.compile(r"\bSuprema\b", re.IGNORECASE)),
("Anejo", re.compile(r"\bAnejo\b", re.IGNORECASE)),
("Blanco", re.compile(r"\bBlanco\b", re.IGNORECASE)),
("Reposado Gold", re.compile(r"\bReposado\s+Gold\b|\bGold\s+Reposado\b", re.IGNORECASE)),
("Reposado Scotch", re.compile(r"\bReposado.+Scotch\b|\bScotch.+Reposado\b", re.IGNORECASE)),
("Reposado Port", re.compile(r"\bPort.+Reposado\b|\bReposado.+Port\b", re.IGNORECASE)),
("Reposado", re.compile(r"\bReposado\b", re.IGNORECASE)),
("Silver", re.compile(r"\bSilver\b", re.IGNORECASE)),
],
"zTeq Patron": [
("Gran Piedra", re.compile(r"\bPiedra\b", re.IGNORECASE)),
("DELETE Roca DELETE", re.compile(r"\bRoca\b", re.IGNORECASE)),
("Anejo Extra Lalique", re.compile(r"\bLalique\b", re.IGNORECASE)),
("Anejo Extra 7yr", re.compile(r"\b7YR\b|\b7 anos\b|\b7 year\b", re.IGNORECASE)),
("Anejo Extra 5yr", re.compile(r"\b5YR\b|\b5 anos\b|\b5 year\b", re.IGNORECASE)),
("Anejo Extra 10yr", re.compile(r"\b10\b.+\bExtra\b|\bExtra\b.+10", re.IGNORECASE)),
("Anejo Extra", re.compile(r"\bExtra\s+Anejo\b", re.IGNORECASE)),
("Gran Anejo", re.compile(r"\bGran\s+Anejo\b", re.IGNORECASE)),
("Gran Anejo", re.compile(r"\bBurdeos\b", re.IGNORECASE)),
("Gran Smoky", re.compile(r"\bGran\s+.*Smoky\b", re.IGNORECASE)),
("Anejo", re.compile(r"\bAnejo\b", re.IGNORECASE)),
("Gran Platinum", re.compile(r"\bPlatinum\b", re.IGNORECASE)),
("Reposado", re.compile(r"\bReposado\b", re.IGNORECASE)),
("Silver LTD", re.compile(r"\bSilver.*Limited\b|\bLimited.*Silver\b", re.IGNORECASE)),
("Silver Estate", re.compile(r"\bEstate.*Silver\b|\bSilver.*Estate\b", re.IGNORECASE)),
("Silver", re.compile(r"\bSilver\b", re.IGNORECASE)),
("Blanco", re.compile(r"\bBlanco\b", re.IGNORECASE)),
# ('', re.compile(r'\b\b', re.IGNORECASE)),
],
"zTeq Padre Azul": [
("Blanco", re.compile(r"\bsilver\b", re.IGNORECASE)),
],
"zWhiskey Balvenie": [
("12 Double", re.compile(r"\bDouble.*12(YR)?\b", re.IGNORECASE)),
("12 Double", re.compile(r"\b12(YR)?\s.*Double", re.IGNORECASE)),
("12 First", re.compile(r"\b12(YR)?\s.*First", re.IGNORECASE)),
("12 USA", re.compile(r"\b12.*American|American.*12", re.IGNORECASE)),
("12 Toast", re.compile(r"\b12(YR)?\s.*Toast", re.IGNORECASE)),
("12", re.compile(r"\b12(YR)?\b", re.IGNORECASE)),
("14 Carib", re.compile(r"\b14(YR)?\s.*Carib", re.IGNORECASE)),
("14 Carib", re.compile(r"\b14(YR)?\s.*CB\s+Cask", re.IGNORECASE)),
("14 Carib", re.compile(r"\bCarr?ib", re.IGNORECASE)),
("14 Peat", re.compile(r"\b14(YR)?\s.*Peat", re.IGNORECASE)),
("15 Sherry", re.compile(r"\b15(YR)?\s.*Sherry\b", re.IGNORECASE)),
("15 Sherry", re.compile(r"\bSherry\s+.*15(YR)?\b", re.IGNORECASE)),
("15", re.compile(r"\b15(YR)?\b", re.IGNORECASE)),
("16 Triple", re.compile(r"\b16(YR)?\s.*Triple\b", re.IGNORECASE)),
("17 Sherry Double", re.compile(r"\b17(YR)?\s.*Sherry\s+Doub", re.IGNORECASE)),
("17 Sherry", re.compile(r"\b17(YR)?\s.*Sherry", re.IGNORECASE)),
("17 Double", re.compile(r"\b17(YR)?\s.*Double", re.IGNORECASE)),
("17 Double", re.compile(r"\bDouble.*17(YR)?\b", re.IGNORECASE)),
# 17 Double Sherry
# 17 Islay
# 17 New Oak
("17 Peat", re.compile(r"\b17(YR)?\s.*Peat", re.IGNORECASE)),
("17 Peat", re.compile(r"\bPeat.*17(YR)?\b", re.IGNORECASE)),
("17", re.compile(r"\b17(YR)?\b", re.IGNORECASE)),
("21 Port", re.compile(r"\b21.*Port", re.IGNORECASE)),
("21 Port", re.compile(r"\bPort.*21\b", re.IGNORECASE)),
("21", re.compile(r"21", re.IGNORECASE)),
("25", re.compile(r"\b25(YR)?\b", re.IGNORECASE)),
("30", re.compile(r"\b30(YR)?\b", re.IGNORECASE)),
("40", re.compile(r"\b40(YR)?\b", re.IGNORECASE)),
],
"zBourbon Woodford Res": [
("Dbl", re.compile(r"\bDouble\b", re.IGNORECASE)),
("Derby", re.compile(r"\bDerby\b", re.IGNORECASE)),
("Rye Choc", re.compile(r"\bChocolate.*Rye\b", re.IGNORECASE)),
("Rye", re.compile(r"\bRye\b", re.IGNORECASE)),
("Brandy", re.compile(r"\bBrandy\b", re.IGNORECASE)),
("Batch", re.compile(r"\bBatch\b", re.IGNORECASE)),
("Barrel", re.compile(r"\bBarrel\b", re.IGNORECASE)),
("Master", re.compile(r"\bMasters?\b", re.IGNORECASE)),
("Malt", re.compile(r"\bMalt\b", re.IGNORECASE)),
("Maple", re.compile(r"\bMaple\b", re.IGNORECASE)),
("Wheat", re.compile(r"\bWheat\b", re.IGNORECASE)),
("", re.compile(r"\bWoodford\b", re.IGNORECASE)),
],
"zSambuca": [
("Romana Black", re.compile(r"\bRomana.*\bBlack\b|\bBlack\s+Romana\b", re.IGNORECASE)),
("Romana", re.compile(r"\bRomana\b", re.IGNORECASE)),
("Di Amore", re.compile(r"\bdi Amore\b", re.IGNORECASE)),
],
"zScotch Hibiki": [
("12", re.compile(r"\b12\s*YE?A?R\b", re.IGNORECASE)),
("17 Limited", re.compile(r"\b17\s*YE?A?R\b.+Limited", re.IGNORECASE)),
("17", re.compile(r"\b17\s*YE?A?R\b", re.IGNORECASE)),
("21 Limited", re.compile(r"\b21\s*YE?A?R\b.+Limited", re.IGNORECASE)),
("21", re.compile(r"\b21\s*YE?A?R\b", re.IGNORECASE)),
("30", re.compile(r"\b30\s*YE?A?R\b", re.IGNORECASE)),
],
}
# regex to expand out optional values in the optoinal values to find a match against wine fld
wineAbbrLookup = {
"120-80": r"\bOne\s+Twenty\s+Over\s+Eighty\b",
"3Amigos": r"\bThree\s+Amigos\b",
"3Palms": r"\bThree\s+Palms\b",
"3Sister": r"\bThree\s+Sisters?\b",
"4Barrell": r"\b4[\-\s]Barrels?\b",
"Alex": r"\bAlexander\b",
"And": r"\bAnderson\b",
"Car": r"\bCarneros\b",
"Carries": r"\bCarrie",
"CC": r"\bC\.?C\.?\s+Ranch\b",
"Clone4": r"\bClone\s+4\b",
"Clone6": r"\bClone\s+6\b",
"Crossbarn": r"\bCross\s+Barn\b",
"Donna": r"\bDonna",
"Est": r"\bEstate\b",
"Estate": r"\bEst\b",
"Gap": r"\bGap|\s%27Gap",
"Gary": r"\bGary",
"Julia": r"\bJulia",
"Knights": r"\bKnight",
"KistlerVnyd": r"\bKistler (Vineyard|VYD|EST)\b",
"LP": r"\bLes Pierres\b",
"Lyn": r"\bLyndenhur?st\b",
"Mont": r"\bMonterey\b",
"Mt": r"\bMount\b|\bMt\.\b",
"Napa/Son": r"\bNapa.*Son",
"Oak": r"\bOakville\b",
"One-Pt-5": r"\bOne\s+Point\s+Five\b",
"Pomm": r"\bPommeraie\b",
"Priv": r"\bPrivate\b",
"RR": r"\bRussian\s+Rivers?\b|RRV",
"RRR": r"\bRussian\s+Rivers?\b|RRV",
"Res": r"\bReserve\b|\bRsv\b|\bResrv\b|\bReserv\b|\bReserve$",
"Rose": r"\bRosé|\bROS&EACUTE;|\bRos%E9",
"Ruth": r"\bRutherford\b",
"Sandy": r"\bSandy",
"Samanthas": r"\bSamantha",
"SC": r"\bSanta\s+Cruz\b",
"SLD": r"\bStag.*Leap\b",
"SLH": r"\bSanta\s+Lucia\b",
"SMV": r"\bSanta\s+Maria|\bS\s+Maria",
"SRH": r"\bSTA\.?|\bSANTA\s+Rita\b|\bSTA\sRITA\sHILLS|\bS\s+RITA\b",
"SS": r"\bSpecial\s+\Selection\b",
"Stage": r"\bStagecoach\b",
"Son": r"\bSonoma\b",
"SYV": r"\bSanta\s+Ynez\s+Valley\b",
"TD9": r"\bTD\s+9\b|\bTD-9\b",
"Terraces": r"\bTerrace",
"TheCutrer": r"\bThe Cutrer\b|nnay Cutrer\b",
"Tok": r"\bTo[\s\-]?Kolan|\bTo[\s\-]?Kalon",
"Turn4": r"\bTurn\s+4\b",
"Vernas": r"\bVerna",
"Vine": r"\bVines\b",
"Yount": r"\bYountville\b",
"ZThree": r"\bZ.*\bThree\b",
"ZCuvee": r"\bZ.*\bCuvee\b|\bCuvee Z\b",
# misspellings
"Agustina": r"\bAugustina\b",
"Durell": r"\bDurrell\b",
"Benchland": r"\bBenchlands\b",
"Pritchard": r"\bPitchard\b",
}
# regex search - set the ships as
reShipsAs = re.compile(r"\(ships?\s", re.IGNORECASE)
# the order in which we pull multiple single match attributes
defaultorderlist = [
["Tok"],
["Oak"],
["Res"],
["RR"],
["Landslide"],
["Yount"],
["RRR"],
["Son"],
["Ruth"],
["Napa"],
["Helena"],
["SRH"],
["SLH"],
["SMV"],
["SLD"],
["Paso"],
["Alex"],
["Single"],
["Estate"],
]
### FUNCTIONS ############################################
#########################################################################################
def globalVariableCheck(debug=False):
# check for liquor definitions that are in noGrapeLookup
# these will never execute
for liquor in liquorLookup:
if liquor in noGrapeLookup:
print("WARNING:liquorLookup regexs will never execute - they are in noGrapeLookup:", liquor)
if liquor in ignoreGrapeLookup:
print("WARNING:liquorLookup regexs will never execute - they are in ignoreGrapeLookup:", liquor)
for winery in ignoreGrapeLookup:
if winery in noGrapeLookup:
print("WARNING:ignoreGrapeLookup regexs will never execute - they are in noGrapeLookup:", winery)
#########################################################################################
def setOptionDictMasterFldValues(optiondict, debug=False):
# default these fields to the fld values if they are not set
# otherwise leave them alone
for fld in ("fldWine", "fldWineDescr"):
if not optiondict[fld + "Master"]:
optiondict[fld + "Master"] = optiondict[fld]
#########################################################################################
# having a list of names to look at and match on - see if this record has a match
# nameLookup - list of names could have 'None' as the last value, or just the value of None
# lookupStr - string to be searched
# other - array of strings that will have the matching name removed from
# msg - string defining who called this function
#
# returns: string - if a matching string is found
# None - did not find a match
# '' - valid match with "None"
#
def wineLookupByName(nameLookup, lookupStr, other, msg, wineAbbrLookup=None, debug=False):
# string for debugging messages
funcname = "wineLookupByName:" + msg + ":"
# debugging
if debug:
print(funcname + "nameLookup:", nameLookup)
# if the value for this winery is None - than there is no additiona work we are done
if nameLookup is None:
# no additional processing
# debugging
if debug:
print(funcname + "match: value is none - continue on")
# return empty string
return ""
# there are additional lookups for this winery - not using grape as part of the description
# check each of the things to look up
for name in nameLookup:
# debugging
if debug:
print(funcname + "match-name:", name)
# special processing of a lookup value of none
if name is None:
# Lookup on none - means just use what we found
# debugging
if debug:
print(funcname + "name-matched: value is none - continue on:pass back blank")
# stop iterating on nameLookup - by returning empty string
return ""
# we have not encountered 'None' - so build the regex based on the text provided
reName = re.compile(r"\b" + name + r"\b", re.IGNORECASE)
# check to see if we have a match with this regex
if reName.search(lookupStr):
# we have a match - so this is the additional attribute we are looking for
# debugging
if debug:
print(funcname + "name-MATCHED:", name)
# remove from other if it is in there
for val in other:
if reName.search(val):
other.remove(val)
# debugging
if debug:
print(funcname + "name-remove-from-other:", val)
# stop iterating on nameLookup - return what we found
return name
# 2nd check see if have a translation and this name is translatable
if wineAbbrLookup and name in wineAbbrLookup:
# build the regex with the look up value
reName = re.compile(wineAbbrLookup[name], re.IGNORECASE)
# debugging
if debug:
print(funcname + "Abbr-match-name:", name)
# check to see if we have a match with this regext
if reName.search(lookupStr):
# we have a match - so this is the additional attribute we are looking for
# debugging
if debug:
print(funcname + "Abbr-name-MATCHED:", wineAbbrLookup[name])
# remove from other if it is in there
for val in other:
if reName.search(val):
other.remove(val)
# debugging
if debug:
print(funcname + "name-remove-from-other:", val)
# stop iterating on nameLookup - return what we found
return name
# checked all the namelookupd - and did not find any matches
# debuging
if debug:
print(funcname + "name match not found:set to blank")
# return none meaning we did not find a match
return None
#########################################################################################
# find the qualifer like gift, etch, glass tied to this string
#
#
#
# returns: first qualifier or None
#
def findQualifier(wine, debug=False):
for val, reSearch in reQualLookup:
if reSearch.search(wine):
if debug:
print("findQualifier:matched-returning:", val)
return val
if debug:
print("findQualifier:no-match-returning:", None)
return None
#########################################################################################
# find the winery tied to the rec
#
# Global Variable Used: wineryLookup (an array of regex that define the winery)
#
# returns: (winery, reWinery)
#
def findWinery(rec, lastWinery, lastReWinery, fldWine, debug=False):
# if we had a prior winery - test for this match first
if lastWinery:
# debugging
if debug:
try:
print("fw:new winery:", rec[fldWine])
except Exception as e:
print("debug error8-continuing:", str(e))
print("rec[fldWine]:type:", type(rec[fldWine]))
# print('fw:new winery:', rec[fldWine].decode('windows-1252'))
print("fw:checking if this is lastWinery:", lastWinery)
# check to see if the winery is a match again for this record
if lastReWinery.search(rec[fldWine]):
# debugging
if debug:
print("fw:this matches the last winery")
# match again - return values
return (lastWinery, lastReWinery)
else:
# not match - debugging
if debug:
print("fw:not last winery")
# if we did not match lastWinery - lets look through the list
# go through the list of wineries (global variable),
# each row contains wineryName, wineryRegex
# pulling out the tuple from the lookup
for winery, reWinery in wineryLookup:
# debugging
if debug:
print("fw:not lastWinery-checking winery:", winery)
if fldWine not in rec:
print("not a column in this record fldWine:", fldWine)
print("rec:", rec)
# check to see if this winery is a match
if reWinery.search(rec[fldWine]):
# debugging
if debug:
print("fw:winery match found:", winery)
# this is a match - set the variables
return (winery, reWinery)
# for loop ends without a match
# did not find a matching winery in the for loop - clear values
return (None, None)
#########################################################################################
# find the liquor tied to the rec, leveraging the winery
# Global Variable Used: liquorLookup
#
# returns: (liquor, reLiquor)
#
def findLiquor(rec, winery, fldWine, debug=False):
# go through the list of liquors (global variable), pulling out the tuple from the lookup
for liquor, reLiquor in liquorLookup[winery]:
# debugging
if debug:
print("fl:checking liquor:", liquor)
# check to see if this liquor is a match
if reLiquor.search(rec[fldWine]):
# debugging
if debug:
print("fl:liquor match found:", liquor)
# this is a match - set the variables
return (liquor, reLiquor)
# for loop ends without a match
# did not find a matching liquor in the for loop - clear values
return (None, None)
#########################################################################################
# find the grape tied to the rec by regex evaluation
#
# Global Variable Used: grapeLookup
#
# returns: (grape, reGrape)
#
def findGrapeByRegex(rec, fldWine, debug=False):
# go through the list of liquors (global variable), pulling out the tuple from the lookup
for grape, reGrape in grapeLookup:
# debugging
if debug:
print("fgbr:grape:", grape)
# check to see if this liquor is a match
if grape is not None and reGrape.search(rec[fldWine]):
# debugging
if debug:
print("fgbr:grape match found:", grape)
# this is a match - set the variables
return (grape, reGrape)
# for loop ends without a match
# did not find a matching grape in the for loop - clear values
return (None, None)
#########################################################################################
# find a string in a field of a record using string match and
# on match, return that it matched and the remainder of the string as an array
#
# returns: (findStr, other)
#
def findStrInRecReturnOther(rec, fldWineDescr, findStr, debug=False):
# find where in the string this findStr is positioned
matchLoc = rec[fldWineDescr].find(findStr)
# if we found a location
if matchLoc > -1:
# then strip everthing to the left of the findStr value and then split this to create other attributes
other = rec[fldWineDescr][matchLoc + len(findStr) + 1 :].split()
# debugging
if debug:
print("fsirro:findStr matched:", findStr)
if debug:
print("fsirro:findStr other:", other)
# return what we found
return (findStr, other)
# no match found - debugging
if debug:
print("fsirro:findStr did not match using:", findStr)
# did not find a matching findStr - return that fact
return (None, [])
#########################################################################################
# find the grape tied to the rec and the list of other attributes
# to the right of the grape in that description
#
# Global Variable Used: grapeLookup
#
# returns: (grape, other)
#
def findGrapeByStr(rec, fldWineDescr, debug=False):
# find the grape and strip everything right of that from the fldWineDescr field
for grape, reGrape in grapeLookup:
# debugging
if debug:
print("fg:grape:", grape)
# find where in the string this grape is positioned
(grape, other) = findStrInRecReturnOther(rec, fldWineDescr, grape, debug=debug)
# if we have a match return that match
if grape:
return (grape, other)
# did not find a matching grape - return that fact
return (None, [])
#########################################################################################
# find the vintage tied to the rec
#
# Global Variable Used: vintageLookup
#
# returns: vintage
#
def findVintage(rec, fldWine, debug=False):
# loop through the vintage lookup records
for reVintage in vintageLookup:
# search for match
m = reVintage.search(rec[fldWine])
# if there is a match
if m:
# extract the vlaue from the first regex group with a value
if m.group(1):
vintage = m.group(1)
if debug:
print("fv:vintage-match:", reVintage, ":group1")
elif m.group(2):
vintage = m.group(2)
if debug:
print("fv:vintage-match:", reVintage, ":group2")
elif m.group(3):
vintage = m.group(3)
if debug:
print("fv:vintage-match:", reVintage, ":group3")
else:
vintage = m.group(4)
if debug:
print("fv:vintage-match:", reVintage, ":group4")
# return what we vound
return vintage
# did not find it
return None
#########################################################################################
# Create the winery/grape-wine-liquour conversion table based on the
# array of records passed in
#
# this routine takes the already read in list of definitions and parses them up
# in order to create a winery-wine-attributes file - that will be used
# later to take new records from searching the internet and properly assign
# an aligned/consistent wine description to that wine string
#
# we expect the wines array to have attributes: fldWineDescr (winedescr), and fldWine (wine_name)
#
# returns: wgLookup - dictionary - which is built from parsing winedescr NOT wine_name
#
# wgLookup[winery][grape] = list of lists of attributes to perform lookups with
#
def buildWineryGrapeLookup(wines, fldWineDescr="winedescr", fldWine="wine", debug=False):
# local variables
wgLookup = {}
lastWinery = None
lastReWinery = None
# step through the records read in
for rec in wines:
# debugging
if debug:
print("bwgl:new rec:", rec[fldWineDescr])
# set the variable
if not fldWineDescr in rec:
print("creating-field:", fldWineDescr)
rec[fldWineDescr] = ""
# local loop variables
winery = grape = wine = liquor = None
other = []
### WINERY
(lastWinery, lastReWinery) = (winery, reWinery) = findWinery(rec, lastWinery, lastReWinery, fldWine, debug=debug)
# if we did not find the winery - skipt this record
if not winery:
# debugging
if debug:
print("bwgl:did not find winery-skipping:", rec[fldWine])
# don't process this record - get the next record to process
continue
### IGNOREGRAPE and NOGRAPE and LIQUOR
# if this winery has a noGrapeLookup option - use that to split up the record
if winery in ignoreGrapeLookup:
### BLANK WINE
# don't get the grape for this winery
# set wine to blank
wine = ""
# debugging
if debug:
print("bwgl:wine check ignoreGrapeLookup on winery:", winery)
elif winery in noGrapeLookup:
### NO GRAPE WINE -- fldWineDescr
# debugging
if debug:
print("bwgl:wine check noGrapeLookup on winery:", winery)
# find which wine is a match from the noGrapeLookup
wine = wineLookupByName(noGrapeLookup[winery], rec[fldWineDescr], [], "noGrapeLookup", debug=debug)
# not getting a match - we want to continue to have the wine as blank
if False and wine == "":
# debugging
if debug:
print("bwgl:nograpelookup:no-match:set wine to None")
wine = None
elif winery in liquorLookup:
### LIQUOR ---- fldWine
# debugging
if debug:
print("bwgl:liquor check on winery:", winery)
# see if a liquor matches
(liquor, reLiquor) = findLiquor(rec, winery, fldWine, debug=debug)
# if we found match - populate wine so we don't look for grape
if liquor is not None:
wine = liquor
# debugging
if debug:
print("bwgl:liquor found and put in wine:", wine)
### GRAPE (if we have not filled in wine) --- fldWineDescr
if wine is None:
# debugging
if debug:
print("bwgl:grape check because wine is None")
# determine if there is a grape in this string
# if ther
(grape, other) = findGrapeByStr(rec, fldWineDescr)
# debugging
if debug:
print("bwgl:grape:", grape, ":other:", other)
else:
# debugging
if debug:
print("bwgl:grape check skipped - we have a wine")
### Skip this record if we don't have a wine or a grape
if wine is None and grape is None:
# debugging
if debug:
print("bwgl:record skipped - no grape or wine defined")
continue
### OTHER (if not already created by grape lookup) ---- fldWineDescr
#
# if we did not find the grape in the string
# so other was not populated
# we need to look up other using 'winery' as the filter
if grape is None:
# debugging
if debug:
print("bwgl:build other from winery")
# find where in the string this grape is positioned
(wineryFind, other) = findStrInRecReturnOther(rec, fldWineDescr, winery, debug=debug)
### OTHER Additional Processing
# remove CASE - the keyword case if it exists
if "case" in other:
other.remove("case")
# debugging
if debug:
print("bwgl:remove case from other")
# remove VINTAGE and/or BOTTLESIZE and/or other QUALIFIERS
# the last element will either be the vintage (no bottle size)
# or will be the bottle size and then next is the vintage
# if the last position is not vintage, attempt to remove the bottle size
# then remove vintage - this should be the vintage (validated by isdigit lookup)
if other:
if debug:
print("bwgl:looking at other for quals, bottlesize and vintage")
# remove qualifiers if exist
if not other[-1].isdigit():
# first we check to see if there is a qualifier appended
# we are not vintage as the position posiition - see if it is size
for qual, reQual in reQualLookup:
if qual == other[-1]:
if debug:
print("bwgl:remove qualifier from other:", qual)
del other[-1]
break
# remove bottle size if exist
if other and not other[-1].isdigit():
# we are not vintage as the position posiition - see if it is size
for size, reSize in sizeLookup:
if size == other[-1]:
if debug:
print("bwgl:remove bottlesize from other:", size)
del other[-1]
break
# remove vintage if it is there
if other and other[-1].isdigit():
# first check to see if this is part of the ignore grape solution
if winery in ignoreGrapeLookup and ignoreGrapeLookup[winery] and other[-1] in ignoreGrapeLookup[winery]:
if debug:
print("bwgl:value is in ignoreLookupGrape - keeping it:", other[-1])
else:
# debugging
if debug:
print("bwgl:remove vintage from other:", other[-1])
del other[-1]
# remove WINE - the element if the element is the same as the wine
if wine and wine in other:
other.remove(wine)
# debugging
if debug:
print("bwgl:remove wine from other:", wine)
# debugging
if debug:
try:
print(
"bwgl:Final-Build:",
winery,
":",
grape,
":",
wine,
":",
liquor,
":",
other,
":",
rec[fldWineDescr],
":",
rec[fldWine],
)
except Exception as e:
print("debug error2-continuing:", str(e))
print("fldWine:", fldWine)
### BUILD LOOKUP FOR CONVERSION (we use the grape attribute to build the dictionary)
# move liquor value into grape because we did not find the
if grape is None and wine is not None:
grape = wine
# debugging
if debug:
print("bwgl:set-grape-to-wine:", grape)
### WINERY:GRAPE-WINE-LIQOUR Dictionary creation
# debugging
if debug:
print("bwgl:create wgLookup for winery:", winery, ":grape:", grape)
# validate we have an entry for this winery in the lookup dict
if winery not in wgLookup:
# one does not create - so create a stub for winery:grape
wgLookup[winery] = {grape: []}
else:
# one DOES exist - check to see if the grape is already here
if grape not in wgLookup[winery]:
# grape is not here - so create an empty list to stuff values into
wgLookup[winery][grape] = []
# check to see if we have OTHER attributes
# and if we do - check to see that this list of attributes
# is not already in the wineLookup array
# and if this list does not exist - then append this list
if other and other not in wgLookup[winery][grape]:
# add this list of other to this entry
wgLookup[winery][grape].append(other)
# debugging
if debug:
print("bwgl:appending to wgLookup:other:", other)
# end loop on wines
### SORTED WINERY:GRAPE lookup - most optional attributes first in the list
# debbuging
if debug:
print("bwgl:complete-read-of-master-file:sort wgLookup")
# now sort the list of lookups from most specific (greatest number of attributes) to least
for winery in wgLookup:
for grape in wgLookup[winery]:
wgLookup[winery][grape] = sorted(wgLookup[winery][grape], key=len, reverse=True)
# debugging
if debug:
print("\n" * 5)
print("START WGLOOKUP DUMPED")
print("#" * 80)
if ppFlag:
pp.pprint(wgLookup)
else:
print("bwgl:final-wgLookup:\n", wgLookup)
print("#" * 80)
# done with for loop - return the lookup
return wgLookup
#########################################################################################
# find the matching set of additional attributes that match this record
# from the global lookup.
#
# we assume that we have already tested that winery and value exist in wgLookup prior to calling this routine
#
# the special paramaters here are:
# value - this is either "wine" or "grape" - this routine allows you to lookup on different attributes
# valueDescr - passed in string for debugging telling us which value was passed in
#
# defaultorderlist = array of array of string - gives the default order of singlematch looks to determine which of
# many matches is the one we will select
#
# Global Variable Used: wgLookup
#
# returns: valuematchset array selected
#
def findAddAttribWgLookup(rec, winery, value, fldWine, AbbrLookup=[], defaultorderlist=None, valueDescr="", debug=False):
# local variable - capture all the entries that are single match entries
singlematch = []
# debugging
if debug:
try:
print("faawl:value:", valueDescr, ":match-wgLookup:", rec[fldWine], ":", wgLookup[winery][value])
except Exception as e:
print("debug error7-continuing:", str(e))
print("fldWine:", fldWine)
# for each set of values that could be a match
for valuematchset in wgLookup[winery][value]:
# debugging
if debug:
print("faawl:testing valuematchset:", valuematchset, ":length:", len(valuematchset))
# set the flag to start
allmatch = True
# loop through the set of values that make up this set
for valuematch in valuematchset:
# for each entry - build a regex and test it and add it up
# we need all values in this valueset to be true for this valueset to be match
reMatch1 = re.compile(r"\b" + valuematch + r"\b", re.IGNORECASE)
reMatch2 = re.compile(r"\s" + valuematch + r"\s", re.IGNORECASE)
# check to see if this regex is a match
m1 = reMatch1.search(rec[fldWine])
m2 = reMatch2.search(rec[fldWine])
if m1 or m2:
# this regex is a match
allmatch = True and allmatch
elif valuematch in AbbrLookup:
# this regex was not a match - but we want to check if the value also has
# a translation - and if it has a translation - then we test the translation also
# the value did not work but there is an alternate value to check
# debugging
if debug:
print("faawl:valuematch-abbr:", valuematch, ":", wineAbbrLookup[valuematch])
# create the regex
reMatch = re.compile(wineAbbrLookup[valuematch], re.IGNORECASE)
# test the regex and attach the results to allmatch
allmatch = reMatch.search(rec[fldWine]) and allmatch
else:
# not a match - update allmatch
allmatch = False and allmatch
# debugging
if debug:
print("faawl:valuematch:", valuematch, ":allmatch:", allmatch)
# check to see if all matched
if allmatch:
# all matched - so this is a match - so break out of the valuematchset group
# debugging
if debug:
print("faawl:value matched:", valuematchset)
# different action based on # of items being match
if len(valuematchset) == 1:
# debugging
if debug:
print("faawl:single-valuematch-set-added-to-singlematch:", valuematchset)
# single value matching - we don't stop when we find a match
singlematch.append(valuematchset)
else:
# debugging
if debug:
print("faawl:multivalue-valuematch-set-found:done")
# multi value match so we are done when we find a match - so return
return valuematchset
# did not find matchset in the for loop - check to see if we have singlematch
if not singlematch:
# debugging
if debug:
print("faawl:exit with singlematch NOT populated return blank")
# did not have singlematch found - we are done - return empty
return []
# singlematch populated
# debugging
if debug:
print("faawl:exit with singlematch populated:", singlematch)
# check to see how many matches we got
if len(singlematch) == 1 or not defaultorderlist:
# debugging
if debug:
print("faawl:return first entry in singlematch:", singlematch[0])
# if there is only one entry in here
# or we don't have a default order so we pick the first found
# and we set the value to this
return singlematch[0]
# we need to define which of the singlematch values we will return
# the defaultorderlist will be used to set that ordering
#
# create a local copy of the list that can be changed in this routine
defaultorder = defaultorderlist[:]
# multiple singlematch values so lets find and pick the best one
# debugging
if debug:
print("faawl:multiple single match value-singlematch:", singlematch)
# get the values from singlematch that are not in defaultorder
# and put them at the start of defaultorder list
# go in reverse order when doing this lookup
for val in singlematch[::-1]:
if val not in defaultorder:
defaultorder.insert(0, val)
### HARDCODED ###
# very short term fix - we need to prioritze these single tags (mondavi problem)
if winery == "Mondavi" and ["Tok"] in singlematch:
if debug:
print("faawl:Change from:", valuematchset, ":to Tok for mondavi")
return ["Tok"]
# find the first matching value from priority order list
for val in defaultorder:
if val in singlematch:
# debugging
if debug:
print("faawl:selected-singlematch-value:", val)
# we found the first match - set it and break out
return val
# debugging
if debug:
print("faawl:valuematchset-empty")
# did not match - return empty
return []
#########################################################################################
# create a consistent wine name for a list or records with store based wine descriptions
#
# the special paramaters here are:
# wgLookup - dictionary of winery, wine, list of wines
# wines - list of records to be processed
#
# Global Variable Used: ignoreGrapeLookup, noGrapeLookup, wineAbbrLookup, liquorLookup
# reCase, sizeLookup
#
# returns: [updated values in teh wines array]
#
#### Use the winery/grape-wine-liquour conversion table to define a wine description for the records
def setWineryDescrFromWineryGrapeLookup(
wgLookup,
wines,
fldWineDescr="winedescr",
fldWine="wine",
fldWineDescrNew="winedescrnew",
fldWineDescrMatch=False,
debug=False,
):
if debug:
print("\n" * 10, "START WINEDESCR SETTING HERE ---------------------------------------------")
# step through all the records passed in
for rec in wines:
# local variables
winery = grape = wine = vintage = case = size = liquor = nongrape = qual = None
winematchset = grapematchset = []
# debugging
if debug:
try:
print("setWinery:fldWine:", rec[fldWine])
except Exception as e:
print("debug error2-continuing:", str(e))
print("fldWine:", fldWine)
# make the field if it does not exist
if fldWineDescrNew not in rec:
rec[fldWineDescrNew] = rec[fldWineDescr]
### WINERY
(winery, reWinery) = findWinery(rec, None, None, fldWine, debug=debug)
# validate the winery
if winery is None:
### WINERY NONE - go to next record
# debugging
if debug:
print("setWinery:winery not found-next record:" + rec[fldWine])
# get the next record
continue
elif winery not in wgLookup:
### WINERY NOT IN LOOKUP
# skip this record - nothing to process
# debugging
if debug:
print("setWinery:winery not in wgLookup:", winery)
continue
### GRAPE
# find the grape that is this record
(grape, reGrape) = findGrapeByRegex(rec, fldWine, debug=debug)
# debugging
if debug:
print("setWinery:grape found:", grape)
### OVERRIDES
if winery in ignoreGrapeLookup:
### IGNORE GRAPE
# debugging
if debug:
print("setWinery:winery-match-ignoreGrape:clear-wine:set-grape-to-None:set-nongrape-True:winery:", winery)
# clear wine and grape
wine = ""
# clear the grape field
grape = None
# set the liquor flag to control processing
nongrape = True
if winery in noGrapeLookup:
### NOGRAPE - WINE
# debugging
if debug:
print("setWinery:noGrapeLookup wine check:", winery)
# do the lookup and if a search is a match on None take appropriate action
wine = wineLookupByName(noGrapeLookup[winery], rec[fldWine], [], "noGrapeLookup", wineAbbrLookup, debug=debug)
# debugging
if debug:
print("setWinery:nogrape check:wine:", wine)
# test the value we got back
if wine == "":
# debugging
if debug:
print("setWinery:noGrapeLookup:matched:None::clear grape:set nongrape to True")
# the lookup match None - so we want to ignore any grape found and we blank out the wine
grape = None
wine = ""
nongrape = True
elif wine:
# matched a wine - so clear the grape value
grape = None
# debugging
if debug:
print("setWinery:nograpeLookup:wine found - clear grape field")
if wine is None and winery in liquorLookup:
### LIQUOR
# debugging
if debug:
print("setWinery:liqourLookup:", winery)
(liquor, reLiquor) = findLiquor(rec, winery, fldWine, debug=debug)
# if we found something update wine to be what we found
if liquor is not None:
wine = liquor
# debugging
if debug:
print("setWinery:liquorLookup-match:", liquor)
if not grape and not nongrape and not wine and liquor is None:
# NO GRAPE - and not connected to noGrapeLookup or liquorLookkup
# get the next record
# debugging
if debug:
print("setWinery:did not find grape-skipping record:", rec[fldWineDescr])
continue
# debugging
if debug:
print("setWinery:pre-vintage found values for wine/liquor:", wine, ":grape:", grape)
### VINTAGE
vintage = findVintage(rec, fldWine, debug=debug)
# debugging
if debug:
print("setWinery:vintage:", vintage)
### CASE information
if reCase.search(rec[fldWine]):
case = "case"
### BOTTLE SIZE - get the size information
for size, reSize in sizeLookup:
# debugging
if debug:
print("setWinery:sizeLookup:", size)
if reSize.search(rec[fldWine]) and not reShipsAs.search(rec[fldWine]):
# debugging
if debug:
print("setWinery:sizeLookup:matched:", reSize)
break
else:
size = None
if debug:
print("setWinery:sizeLookup:None-found")
### QUAL for this wine
qual = findQualifier(rec[fldWine], debug=debug)
# debugging
if debug:
try:
print(
"setWinery:FinalAttributes:",
winery,
":",
grape,
":",
wine,
":",
liquor,
":",
vintage,
":",
case,
":",
size,
":",
qual,
":",
rec[fldWine],
)
except Exception as e:
print("debug error5-continuing:", str(e))
print("fldWine:", fldWine)
### WINE - ADDITIONAL INFORMATION
if liquor is not None:
# debugging
if debug:
print("setWinery:liquor flag set - no additional data needs to be collected")
elif wine is not None:
# debugging
if debug:
print("setWinery:wine is not None - do additional lookups:wine:", wine)
# we found a wine / liquor - so see if there are additional attributes
if wine in wgLookup[winery] and wgLookup[winery][wine]:
# debugging
if debug:
print("setWinery:lookup winematchset")
# there is one or more additional lookups for this winery/wine
winematchset = findAddAttribWgLookup(
rec, winery, wine, fldWine, wineAbbrLookup, None, valueDescr="wine", debug=debug
)
else:
# wine not in wgLookup so thing to work
print("setWinery:unable to perform wgLookup on winery:", winery, ":wine:", wine, ":rec-wine:", rec[fldWine])
# debugging
if debug:
try:
print("wgLookup[winery]:", wgLookup[winery])
except Exception as e:
print("debug error3-continuing:", str(e))
print("winery:", winery)
# debugging - wine is not None - what is the final winematchset
if debug:
print("setWinery:winematchset:", winematchset)
elif grape is not None:
# debugging
if debug:
print("setWinery:grape is not None - do additional lookups:", grape)
# grape was returned (not wine) so do the lookup on grape
if grape in wgLookup[winery] and wgLookup[winery][grape]:
# see if we can create a match based on attributes and the grape
grapematchset = findAddAttribWgLookup(
rec, winery, grape, fldWine, wineAbbrLookup, defaultorderlist, valueDescr="grape", debug=debug
)
elif grape in wgLookup[winery]:
# do nothing this is a empty set
if debug:
print("setWinery:grape match: matching record set is blank - no action required")
else:
# wine not in wgLookup so thing to work
# debugging
print("setWinery:grape NONMATCH:", rec[fldWine])
if debug:
print("setWinery:liquor:", liquor, ":wine:", wine, ":grape:", grape, ":wgLookup[winery]:", wgLookup[winery])
# debugging - wine is not None - what is the final grapematchset
if debug:
print("setWinery:grapematchset:", grapematchset)
### check the matchsets we got back - if any of them look like vintage values
### remove them from the string and look at up vintage again
if vintage:
newVintageLookupWine = rec[fldWine]
for matchvalue in winematchset:
if vintage in matchvalue:
newVintageLookupWine = newVintageLookupWine.replace(matchvalue, "")
if debug:
print("setWinery:2nd-vintage:winematchset:wine-name-removal:", matchvalue)
for matchvalue in grapematchset:
if vintage in matchvalue:
newVintageLookupWine = newVintageLookupWine.replace(matchvalue, "")
if debug:
print("setWinery:2nd-vintage:grapematchset:wine-name-removal:", matchvalue)
if newVintageLookupWine != rec[fldWine]:
if debug:
print("setWinery:2nd-vintage:newVintageLookupWine:", newVintageLookupWine)
newVintage = findVintage({fldWine: newVintageLookupWine}, fldWine, debug=debug)
if debug:
print("setWinery:2nd-vintage:newVintage:", newVintage)
vintage = newVintage
### FINAL WINEDESCR
# create initial value
wineDescr = ""
# if winery starts with a z then we don't have a vintage
if winery.startswith("z"):
vintage = None
# debugging
if debug:
print("setWinery:winery starts with z: clear vintage")
# quick test - does the wine and the winematchset the same
if winematchset and " ".join(winematchset) in wine:
# debugging
if debug:
print("setWinery:clearing-winematchset:", winematchset, ":is-in-wine:", wine)
winematchset = []
if grapematchset and " ".join(grapematchset) in grape:
# TODO - work around for single letter matches
if not (len(grapematchset) == 1 and len(grapematchset[0]) == 1):
# debugging
if debug:
print("setWinery:clearing-grapematchset:", grapematchset, ":is-in-grape:", grape)
grapematchset = []
if grapematchset and size and size in " ".join(grapematchset):
size = ""
if winematchset and size and size in " ".join(winematchset):
size = ""
if debug:
print("setWinery:vallist1:", [winery, grape, wine] + grapematchset + winematchset + [vintage, size, qual, case])
print("setWinery:vallist2:", [winery, grape, wine, *grapematchset, *winematchset, vintage, size, qual, case])
# create a list
wdList = []
# step through the values
for val in [winery, grape, wine] + grapematchset + winematchset + [vintage, size, qual, case]:
# and if there is a value add to the list - otherwise skip
if val:
wdList.append(val)
# build the wine description by joining all these values together
wineDescr = " ".join(wdList)
# debugging
if False:
if debug:
print("setWinery:wdList:", wdList)
if debug:
print("setWinery:wineDescr:", wineDescr)
# debugging
if debug:
try:
print(
":".join(
[
"setWinery:wineDescrList",
wineDescr,
rec[fldWineDescr],
str(wineDescr == rec[fldWineDescr]),
rec[fldWine],
]
)
)
except Exception as e:
print("debug error6-continuing:", str(e))
print("fldWine:", fldWine)
# fill thew new value into the array
rec[fldWineDescrNew] = wineDescr
# fill in the matching field
if fldWineDescrMatch:
rec[fldWineDescrMatch] = rec[fldWineDescr] == rec[fldWineDescrNew]
#########################################################################################
# set any digit only field to the word passed
def setDigitFld2Value(wines, fld, value, debug=False):
for rec in wines:
if rec[fld].isdigit():
rec[fld] = value
#########################################################################################
# validate the field settings match the file we read in for update
def updateFileOptionDictCheck(optiondict, wines, header, debug=False):
# check to see if the description field is in the file we read in
if optiondict["fldWineDescr"] not in wines[0]:
if debug:
print("updateFileOptionDictCheck:fldWineDescr NOT in file read in:", optiondict["fldWineDescr"])
# field needed is not in the record - see if we know what to do
if "cnt" in wines[0]:
# the cnt field is in the file - so set to that structure
# we will put the updated values into the 'cnt' field
print("setting values fldWineDescr and fldWineDescrNew to: cnt")
# change the field we are updating
optiondict["fldWineDescr"] = optiondict["fldWineDescrNew"] = "cnt"
elif "winedescr" in wines[0]:
# the WineDescr field is in the file - so set to that structure
print("setting values fldWineDescr to winedescr and fldWineDescrNew to winedescrnew")
# change the field we are updating
optiondict["fldWineDescr"] = "winedescr"
optiondict["fldWineDescrNew"] = "winedescrnew"
else:
# no idea - we need to error out
print("could not find fldWineDescr in wines[0]-aborting:", optiondict["fldWineDescr"], "\nwines[0]:", wines[0])
# force the error
error = wines[0][optiondict["fldWineDescr"]]
# determine if we should create the match column (may want ot remove this section later)
# removed this logic - require the person to set this field - we will not set it for them.
if False and optiondict["fldWineDescr"] == "winedescr":
# we are using the file format that is the xref file
# so check to see if we have match enabled
if not optiondict["fldWineDescrMatch"]:
# create the default value
optiondict["fldWineDescrMatch"] = "same"
# provide message
print("setting value fldWineDescrMatch to: same")
# check to see if the input file is the same as the output file
if optiondict["csvfile_update_in"] == optiondict["csvfile_update_out"]:
# they are the same file (in and out) - so we need to move the input file to a backup location
(file_path, base_filename, file_ext) = kvutil.filename_split(optiondict["csvfile_update_in"])
# create the new filename
backupfile = kvutil.filename_proper(base_filename + optiondict["backupfile_ext"], file_path)
# messaging
print("copying ", optiondict["csvfile_update_in"], " to ", backupfile)
# copy the input file to the backup filename
shutil.copyfile(optiondict["csvfile_update_in"], backupfile)
# set the output keys we are going to assign
if optiondict["fldWineDescrNew"] == "cnt":
# output matches the original ref file format with the "cnt" field
optiondict["csvdictkeys"] = ["cnt", "date", "search", "store", "wine", "winesrt"]
elif optiondict["fldWineDescrMatch"]:
# output is a modified xref format so you can look at old and new definitions
# optiondict['csvdictkeys'] = [optiondict['fldWineDescr'],optiondict['fldWineDescrNew'],optiondict['fldWineDescrMatch'], 'date','search','company','wine','winesrt']
optiondict["csvdictkeys"] = [
optiondict["fldWineDescr"],
optiondict["fldWineDescrNew"],
optiondict["fldWineDescrMatch"],
*header,
]
else:
# copy over the read in format
optiondict["csvdictkeys"] = [optiondict["fldWineDescrNew"]] + header[1:]
# output matches expected input - should really change this to be the format of the read in file
# optiondict['csvdictkeys'] = [optiondict['fldWineDescrNew'], 'date','search','company','wine','winesrt']
print("updateFileOptionDictCheck:set csvdictkeys to:", optiondict["csvdictkeys"])
# ---------------------------------------------------------------------------
if __name__ == "__main__":
# capture the command line
optiondict = kvutil.kv_parse_command_line(optiondictconfig, debug=False)
# set the global debug flag
ppFlag = optiondict["pprint"]
# set master fields
setOptionDictMasterFldValues(optiondict, debug=False)
### global variable checks ###
if optiondict["setup_check"]:
print("Running global variable check")
globalVariableCheck(debug=optiondict["debug"])
sys.exit()
# messaging
print("reading in master file:", optiondict["csvfile_master_in"])
# read in the MASTER FILE INPUT file
wines, header = kvcsv.readcsv2list_with_header(optiondict["csvfile_master_in"], headerlc=True)
# build the wine lookup dictionary
wgLookup = buildWineryGrapeLookup(
wines, optiondict["fldWineDescrMaster"], optiondict["fldWineMaster"], debug=optiondict["debug"]
)
# read in the UPDATE FILE INPUT file - if not updating the master file
if optiondict["csvfile_master_in"] != optiondict["csvfile_update_in"]:
# messaging
print("reading in update file:", optiondict["csvfile_update_in"])
# read in the INPUT file
wines, header = kvcsv.readcsv2list_with_header(optiondict["csvfile_update_in"], headerlc=True)
# check to see if we read in any records and if not just return
if not wines:
print("wineset.py - no records read in - no work to be done - exitting")
sys.exit()
# test to see if we should set the fields based on what we just read in
updateFileOptionDictCheck(optiondict, wines, header, debug=optiondict["debug"])
# do the assignment of wines to records
setWineryDescrFromWineryGrapeLookup(
wgLookup,
wines,
optiondict["fldWineDescr"],
optiondict["fldWine"],
optiondict["fldWineDescrNew"],
optiondict["fldWineDescrMatch"],
debug=optiondict["debug"],
)
# if enabled - set all unassigned new descriptions the default value
if optiondict["defaultnew"] is not None:
# message
print("Setting ", optiondict["fldWineDescrNew"], " to ", optiondict["defaultnew"], "if not set")
# do the work
setDigitFld2Value(wines, optiondict["fldWineDescrNew"], optiondict["defaultnew"], debug=optiondict["debug"])
# save the output to the file of interest
kvcsv.writelist2csv(optiondict["csvfile_update_out"], wines, optiondict["csvdictkeys"])
# messaging
print("Saved results to:", optiondict["csvfile_update_out"])
|
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100,
100,
100,
100,
100,
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100,
100,
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100,
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100,
100,
100,
100,
100,
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100,
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101,
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101,
101,
101,
101,
101,
101,
101,
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101,
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102,
102,
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102,
102,
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102,
102,
102,
102,
102,
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102,
102,
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103,
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103,
103,
103,
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103,
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103,
103,
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103,
103,
103,
103,
103,
103,
103,
103,
103,
103,
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104,
104,
104,
104,
104,
104,
104,
104,
104,
104,
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104,
104,
104,
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104,
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105,
105,
105,
105,
105,
105,
105,
105,
105,
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105,
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106,
106,
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107,
107,
108,
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109,
109,
109,
109,
109,
109,
109,
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110,
110,
110,
110,
110,
110,
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c6cce2edafd7683af766b932d90ca170359e648a
|
"""Usage:
sharedprint.py INPUT [--output=out.mrc]
sharedprint.py INPUT [--csv=greenglass.csv]
Process Koha MARC export for SCELC Shared Print.
The two uses above either 1) create a subset of the MARC input that's limited to
circulating items only or 2) performs a comparison between what's in the catalog
and what's in GreenGlass i.e. how many records were added and weeded.
Arguments:
INPUT MARC records (.mrc file)
Options:
-h --help show this usage information
--debug show debug information as the script runs
--output=FILE output records to this file [default: out.mrc]
--csv=CSV GreenGlass CSV to compare input MARC file against
"""
import csv
from docopt import docopt
from pymarc import MARCReader, MARCWriter
# https://library-staff.cca.edu/cgi-bin/koha/admin/authorised_values.pl?searchfield=LOST
lost_codes = {
"0": "",
"1": "Lost",
"2": "Long Overdue (Lost)",
"3": "Lost and Paid For",
"4": "Missing",
"5": "Lost (On Search)",
"6": "Claims Returned",
}
# https://library-staff.cca.edu/cgi-bin/koha/admin/authorised_values.pl?searchfield=NOT_LOAN
notforloan_codes = {
"-3": "Repair",
"-2": "In Processing",
"-1": "Ordered",
"0": "",
"1": "Library Use Only",
"2": "Staff Collection",
"3": "Bindery",
"4": "By Appointment",
"5": "On display",
}
# https://library-staff.cca.edu/cgi-bin/koha/admin/authorised_values.pl?searchfield=LOC
valid_locations = [
"CART",
"FACDEV",
"MAIN",
"NEWBOOK",
"DISPLAY",
]
# https://library-staff.cca.edu/cgi-bin/koha/admin/itemtypes.pl
valid_types = [
"BOOK",
"SUPPL",
]
# name of column in the GreenGlass spreadsheet that contains the bib record ID
GG_ID_COLUMN = "Bib Record Number"
# field and subfield in MARC record that contains the bib record ID
# Koha appears to store it in both 999$c & $d
MARC_ID_FIELD = "999"
MARC_ID_SUBFIELD = "c"
def validate_item(item):
# "item status" is an agglomeration of several things
status = []
# whether the _item_ we're looking at should be included
valid = True
# checked out, will be a date if item is checked out
if item["q"] and item["q"] != "0":
status.append("checked out")
# "not for loan", variety of reasons why an item might not circ
if item["7"] and item["7"] != "0":
status.append(notforloan_codes[item["7"]])
valid = False
# 1 is an item is damanged
if item["4"] and item["4"] != "0":
status.append("damaged")
valid = False
# lost, variety of codes
if item["1"] and item["1"] != "0":
status.append(lost_codes[item["1"]])
valid = False
# 1 if an item has been withdrawn
if item["0"] and item["0"] != "0":
status.append("withdrawn")
valid = False
# filter items based on location & type
if item["c"] not in valid_locations:
valid = False
if item["y"] not in valid_types:
valid = False
if len(status) > 0 and options.get("--debug"):
print('"' + record.title() + '" item status: ' + ", ".join(status))
return valid
def main():
total_count = 0
valid_count = 0
with open(options["INPUT"], "rb") as fh:
reader = MARCReader(fh, to_unicode=True, force_utf8=True)
# 1) first mode: write a MARC output file
if not options["--csv"]:
writer = MARCWriter(open("out.mrc" or options["--output"], "wb"))
for record in reader:
# whether we'll include the _bib_ record in export file
include_record = False
# Koha stores item data in 952 fields, one per item
for item in record.get_fields("952"):
valid = validate_item(item)
total_count += 1
if valid is True:
valid_count += 1
# if there's any valid item then the bib should be included
include_record = True
if include_record is True:
writer.write(record)
print("Total items: %i | Items included: %i" % (total_count, valid_count))
elif options["--csv"]:
koha_record_ids = set()
for record in reader:
total_count += 1
for item in record.get_fields("952"):
valid = validate_item(item)
if valid:
id = record.get_fields(MARC_ID_FIELD)[0].get_subfields(MARC_ID_SUBFIELD)[0]
koha_record_ids.add(id)
# stop looking at items after we find the first valid one
break
csvreader = csv.DictReader(open(options["--csv"], "r"))
gg_record_ids = set()
for row in csvreader:
gg_record_ids.add(row[GG_ID_COLUMN])
print("Total Koha Bibs: %i" % total_count)
print("Koha Bibs with circulating items: %i " % len(koha_record_ids))
print("Total GreenGlass Bibs: %i" % len(gg_record_ids))
print("Weeded Items (I in GG & not in Koha): %i" % len(gg_record_ids - koha_record_ids))
print("Added Items (I in Koha & not in GG): %i" % len(koha_record_ids - gg_record_ids))
if __name__ == "__main__":
options = docopt(__doc__)
# print(options)
main()
|
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] |
3d45fd7dcb3b382efaefe2797ebeb33216a840fa
|
from django import forms
from .models import Picture
class PictureUploadForm(forms.ModelForm):
class Meta:
model = Picture
exclude = ()
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
for field_name, field in self.fields.items():
field.widget.attrs["class"] = "form-control text-center"
field.help_text = ""
def clean(self):
cleaned_data = super().clean()
if cleaned_data["img"] and cleaned_data["urlImg"]:
raise forms.ValidationError("Должно быть заполнено только одно из полей")
class PictureUpdateForm(forms.Form):
width = forms.IntegerField()
height = forms.IntegerField()
size = forms.FloatField()
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
for field_name, field in self.fields.items():
field.widget.attrs["class"] = "form-control text-center"
field.help_text = ""
def clean(self):
cleaned_data = super().clean()
if cleaned_data["width"] < 1 or cleaned_data["height"] < 1 or cleaned_data["size"] < 1:
raise forms.ValidationError("Значения в полях должны быть больше 0")
|
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d84641ce2854d4af26cd46abbe9557d6006cfc2e
|
import time
from selenium import webdriver
from webdriver_manager.chrome import ChromeDriverManager
from webdriver_manager.firefox import GeckoDriverManager
from webdriver_manager.microsoft import EdgeChromiumDriverManager
import os
# caps = {'browserName': os.getenv('BROWSER', 'firefox')}
# browser = webdriver.Remote(
# command_executor='http://localhost:4444/wd/hub',
# desired_capabilities=caps
# )
from selenium import webdriver
capabilities = {
"browserName": "firefox",
"browserVersion": "92.0",
"selenoid:options": {"enableVNC": True, "enableVideo": True},
}
browser = webdriver.Remote(command_executor="http://localhost:4444/wd/hub", desired_capabilities=capabilities)
browser.get("https://www.google.com")
time.sleep(3)
browser.maximize_window()
title = browser.title
print(title)
assert "Google" == title
browser.close()
# browser.quit()
|
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bad719d968b4e358f863b7ef13bc12127f726806
|
# -*- coding: utf-8 -*-
"""Testing constants for Bio2BEL FlyBase."""
import logging
import os
log = logging.getLogger(__name__)
dir_path = os.path.dirname(os.path.realpath(__file__))
TEST_FILE = os.path.join(dir_path, "test_gene_map_table.tsv.gz")
|
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# This is a sample Python script.
# Press Shift+F10 to execute it or replace it with your code.
# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.
from PyQt5 import QtWidgets, uic
import sys
import pymysql
import mysql.connector
class Ui_Login(QtWidgets.QDialog):
def __init__(self):
super(Ui_Login, self).__init__()
uic.loadUi("login.ui", self)
self.icon = self.findChild(QtWidgets.QLabel, "ilogin")
self.icon.setStyleSheet("image: url(sorce/roundicon.png)")
self.inputUsername = self.findChild(QtWidgets.QLineEdit, "username")
self.inputPassword = self.findChild(QtWidgets.QLineEdit, "password")
self.daftarButton = self.findChild(QtWidgets.QPushButton, "daftarBtn")
self.daftarButton.clicked.connect(self.forDaftar)
self.loginButton = self.findChild(QtWidgets.QPushButton, "login_2")
self.loginButton.clicked.connect(self.testButton)
self.show()
def testButton(self):
user = self.inputUsername.text()
pw = self.inputPassword.text()
con = pymysql.connect(db="bookingfutsal", user="root", passwd="", host="localhost", port=3306, autocommit=True)
cur = con.cursor()
sql = "SELECT * FROM admin WHERE username=%s AND password=%s"
data = cur.execute(sql, (user, pw))
if len(cur.fetchall()) > 0:
self.close()
super(Ui_Login, self).__init__()
uic.loadUi("booking.ui", self)
self.gambar = self.findChild(QtWidgets.QLabel, "piclap")
self.gambar.setStyleSheet("background-image: url(sorce/lp2.jpg)")
self.bNamaPembayar = self.findChild(QtWidgets.QLineEdit, "namapembayar")
self.bNominalDp = self.findChild(QtWidgets.QLineEdit, "nominaldp")
self.bBooking = self.findChild(QtWidgets.QPushButton, "booking")
self.bBooking.clicked.connect(self.bookingFunc)
self.show()
def forDaftar(self):
self.close()
super(Ui_Login, self).__init__()
uic.loadUi("daftar.ui", self)
self.dUsername = self.findChild(QtWidgets.QLineEdit, "username")
self.dPassword = self.findChild(QtWidgets.QLineEdit, "password")
self.dAlamat = self.findChild(QtWidgets.QLineEdit, "alamat")
self.dNoTelpU = self.findChild(QtWidgets.QLineEdit, "notelepon")
self.dDaftarButton = self.findChild(QtWidgets.QPushButton, "daftar")
self.dDaftarButton.clicked.connect(self.daftarFunc)
self.show()
def daftarFunc(self):
user = self.dUsername.text()
pw = self.dPassword.text()
con = pymysql.connect(db="bookingfutsal", user="root", passwd="", host="localhost", port=3306, autocommit=True)
cur = con.cursor()
insert = (user, pw)
sql = "INSERT INTO admin (username, password) VALUES" + str(insert)
data = cur.execute(sql)
self.close()
self.__init__()
# booking.Ui_Booking().Boking()
# koneksi.Koneksi()
def bookingFunc(self):
nama = self.bNamaPembayar.text()
nominal = self.bNominalDp.text()
con = pymysql.connect(db="bookingfutsal", user="root", passwd="", host="localhost", port=3306, autocommit=True)
cur = con.cursor()
insert = (nama, nominal)
sql = "INSERT INTO pembayaran (atasNama, namaPembayaran) VALUES" + str(insert)
data = cur.execute(sql)
app = QtWidgets.QApplication(sys.argv)
window = Ui_Login()
app.exec_()
|
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5ff7a3843314dfd3914c5e96164385d61fbe7fa5
|
import sys
import time
import math
from neopixel import *
count = int(sys.argv[1])
percent = int(sys.argv[2])
# LED strip configuration:
LED_COUNT = count # Number of LED pixels.
LED_PIN = 18 # GPIO pin connected to the pixels (must support PWM!).
LED_FREQ_HZ = 800000 # LED signal frequency in hertz (usually 800khz)
LED_DMA = 5 # DMA channel to use for generating signal (try 5)
LED_BRIGHTNESS = 255 # Set to 0 for darkest and 255 for brightest
LED_INVERT = False # True to invert the signal (when using NPN transistor level shift)
LED_CHANNEL = 0
LED_STRIP = ws.WS2811_STRIP_GRB
# LED_STRIP = ws.SK6812W_STRIP
lightUp = math.floor(percent / count)
# Intialize the library (must be called once before other functions).
def setPixel(strip):
for i in range(count):
if i < lightUp:
strip.setPixelColor(i, Color(0, 255, 0))
strip.show()
else:
strip.setPixelColor(i, Color(255, 0, 0))
strip.show()
if __name__ == "__main__":
strip = Adafruit_NeoPixel(LED_COUNT, LED_PIN, LED_FREQ_HZ, LED_DMA, LED_INVERT, LED_BRIGHTNESS, LED_CHANNEL, LED_STRIP)
strip.begin()
setPixel(strip)
|
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07d574060ded0d98734b4f184dcba7377b3a5480
|
from datetime import datetime
import whois
def age_domain(url):
try:
w = whois.whois(url)
if w:
for l in w.expiration_date:
d1 = datetime.date(l)
print(d1)
for l1 in w.creation_date:
d2 = datetime.date(l1)
print(d2)
diff = (d1 - d2).days
print(diff)
if (diff / 30) < 6:
return 1
else:
return 0
except:
return -1
|
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a4db12fee72989f983c1069839dc0a5ede4561a3
|
from django.contrib.postgres.fields import JSONField
from django.db import models
from service.models import TimeStampedModel
class Praise(TimeStampedModel):
class Meta:
verbose_name = "칭찬"
verbose_name_plural = verbose_name
content = models.CharField(verbose_name="내용", unique=True, max_length=200)
class PraiseHistory(TimeStampedModel):
class Meta:
verbose_name = "칭찬 내역"
verbose_name_plural = verbose_name
praise = models.ForeignKey(Praise, verbose_name="칭찬")
choices = JSONField(verbose_name="칭찬 대상 목록")
sender_key = models.CharField(verbose_name="보낸 사람 user key", max_length=200)
receiver_key = models.CharField(verbose_name="받은 사람 user key", max_length=200)
|
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c70aa1a373530ac73553753e62d3989f5bc79287
|
#!/usr/bin/env python
import urllib
class LicenseChecker(object):
def __init__(self):
self.url = "http://logon.guidoaccardo.com.ar/"
self.count_offline = 15
def __countTimes(self):
ff = open("times.ehead", "r")
bb = ff.read()
ff.close()
return int(bb)
def __updateTimes(self, times):
actual = self.__countTimes()
ff = open("times.ehead", "w")
ff.write(str(actual - times))
ff.close()
def isActive(self):
try:
site = urllib.urlopen(self.url)
content = site.readlines()
site.close()
except IOError:
if not self.__countTimes() == 0:
self.__updateTimes(1)
return {"active": True, "msg": "Ejecutando sin conexion."}
else:
return {"active": False, "msg": "Ejecutado demasiadas veces sin conexion."}
if content[0].strip() == "ACTIVE":
self.__updateTimes(self.count_offline)
return {"active": True, "msg": "Iniciando Sistema"}
else:
return {"active": False, "msg": content[0].strip()}
|
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8680c033662a89ed6fc73e65ec544b93558c4208
|
from .feature import slide_show
def main(args=None):
if args:
slide_show(args[0])
|
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56892e125934d5de937b92a08bd7707c12c70928
|
# 4, [[1,0],[2,0],[3,1],[3,2]]
# 3->1->0
# \ ^
# \ |
# \> 2
# 1,0,2,3
# stack 3
#
# 0 1 2 3
# 1,0
# stack 1
# 0
#
# def findOrder(numCourses, prerequisites):
# if len(prerequisites) == 0:
# order = []
# for i in range(0, numCourses):
# order.append(i)
# return order
#
# edges = {}
# for prerequisite in prerequisites:
# if prerequisite[0] not in edges:
# edges[prerequisite[0]] = [prerequisite[1]]
# else:
# v = edges[prerequisite[0]]
# v.append(prerequisite[1])
# edges[prerequisite[0]] = v
#
# visited = {}
# stack = []
# order = []
# while len(edges) != 0:
# edge_u = list(edges.keys())[0]
# if len(stack) == 0:
# if edge_u not in visited:
# stack.append(edge_u)
# visited[edge_u] = 1
# else:
# u = stack[-1]
# flag = True
# if u in edges:
# for v in edges[u]:
# if v not in visited:
# visited[v] = 1
# stack.append(v)
# flag = False
# else:
# if v in edges and u in edges[v]:
# return []
# if flag:
# order.append(u)
# stack.pop()
# if u in edges:
# del edges[u]
#
# for i in range(0, numCourses):
# if i not in order:
# order.append(i)
# return order
def findOrder(numCourses, prerequisites):
if len(prerequisites) == 0:
order = []
for i in range(0, numCourses):
order.append(i)
return order
edges = {}
for prerequisite in prerequisites:
if prerequisite[0] == prerequisite[1]:
return []
if prerequisite[0] not in edges:
edges[prerequisite[0]] = [prerequisite[1]]
else:
v = edges[prerequisite[0]]
v.append(prerequisite[1])
edges[prerequisite[0]] = v
visited = {}
stack = []
order = []
for vertex in edges.keys():
if vertex not in visited:
stack.append(vertex)
visited[vertex] = 1
while len(stack) != 0:
v = stack.pop()
if v not in edges:
order.append(v)
else:
flag = True
stack.append(v)
for u in edges[v]:
if u in visited:
if u in edges and v in edges[u]:
return []
else:
visited[u] = 1
stack.append(u)
flag = False
if flag:
stack.pop()
order.append(v)
for v in range(0, numCourses):
if v not in order:
order.append(v)
return order[::-1]
print(findOrder(2, [[1, 0]]))
# print(findOrder(4, [[1, 0], [2, 0], [3, 1], [3, 2]]))
|
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efca954e1977a6f6ac9a966b3c84ba80f5b7a663
|
import sys
sys.stdin = open("10989.txt", "r")
counting_list = [0 for _ in range(10001)]
N = int(sys.stdin.readline())
for n in range(N):
counting_list[int(sys.stdin.readline())] += 1
for i, v in enumerate(counting_list):
if v:
sys.stdout.write((str(i) + "\n") * v)
|
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0709d413ddbe41a0c97f94b7819fdfded241d3fc
|
# -*- coding: utf-8 -*-
"""
Created on Tue Oct 9 16:22:21 2018
@author: SDis
"""
# import Code.Members_module
class Resources:
"""Parent class for Books and eResources containg the main data fields and related setters and getters"""
def __init__(self, title, author, publisher, year):
self.title = title
self.author = author
self.publisher = publisher
self.year = year
# Setters
def set_title(self, title):
"""Method that sets the title of a resource object"""
self.title = title
def set_author(self, author):
"""Method that sets the author of a resource object"""
self.author = author
def set_publisher(self, publisher):
"""Method that sets the publisher of a resource object"""
self.publisher = publisher
def set_year(self, year):
"""Method that sets the year of a resource object"""
self.year = year
# Getters
def get_title(self):
"""Method that gets the title of a resource object"""
return self.title
def get_author(self):
"""Method that gets the author of a resource object"""
return self.author
def get_publisher(self):
"""Method that gets the publisher of a resource object"""
return self.publisher
def get_year(self):
"""Method that gets the year of a resource object"""
return self.year
def get_resource_details(self):
"""Method that returns the main details of a resource object"""
return f'[Title:"{self.get_title()}"] [Author:{self.get_author()}] [Publisher:{self.get_publisher()}] [Year:{self.get_year()}]'
|
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# from django.test import TestCase ,LiveServerTestCase,Client
# from MeetUps.models import*
# from django.shortcuts import reverse
# from .forms import RegistrationForm
# class MeetUpViewTest(TestCase):
# @classmethod
# def setupTestDat(cls):
# #create or get all meetups
# def test_index(request,meetup_slug):
|
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] |
[
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] |
[
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34,
36,
37,
41,
43
] |
afcadc11d23fb921eb6f8038a908de02ee763ca4
|
from __future__ import absolute_import
import sys
from apscheduler.executors.base import BaseExecutor, run_job
try:
import gevent
except ImportError: # pragma: nocover
raise ImportError("GeventExecutor requires gevent installed")
class GeventExecutor(BaseExecutor):
"""
Runs jobs as greenlets.
Plugin alias: ``gevent``
"""
def _do_submit_job(self, job, run_times):
def callback(greenlet):
try:
events = greenlet.get()
except BaseException:
self._run_job_error(job.id, *sys.exc_info()[1:])
else:
self._run_job_success(job.id, events)
gevent.spawn(run_job, job, job._jobstore_alias, run_times, self._logger.name).link(callback)
|
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[
1,
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1,
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2,
2,
2,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
6,
7,
7,
7,
8,
8,
8,
8,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
12,
13,
13,
13,
13,
13,
13,
13,
13,
13,
14,
14,
15,
15,
15,
15,
15,
15,
15,
17,
17,
17,
17,
17,
17,
17,
17,
18,
18,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
21,
21,
21,
21,
21,
21,
21,
22,
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22,
23,
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24,
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25,
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25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
26,
26,
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27,
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27,
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] |
[
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bf51da12632013c62aa543ae7f02415057138c7a
|
# Copyright 2015 The TensorFlow 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.
# ==============================================================================
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import re
import json
from tensorflow.python.platform import gfile
import tensorflow as tf
# Special vocabulary symbols - we always put them at the start.
_PAD = b"_PAD"
_GO = b"_GO"
_EOS = b"_EOS"
_UNK = b"_UNK"
_START_VOCAB = [_PAD, _GO, _EOS, _UNK]
PAD_ID = 0
GO_ID = 1
EOS_ID = 2
UNK_ID = 3
# Regular expressions used to tokenize.
_WORD_SPLIT = re.compile(b"([.,!?\"':;)(])")
_DIGIT_RE = re.compile(rb"\d")
def get_qa_set(directory, jsonl_file):
"""Download the WMT en-fr training corpus to directory unless it's there."""
set_name = os.path.splitext(os.path.basename(jsonl_file))[0]
set_path = os.path.join(directory, set_name)
src_path = set_path + ".src"
targ_path = set_path + ".targ"
if gfile.Exists(src_path) and gfile.Exists(targ_path):
return set_path
with open(jsonl_file, "r") as qafile, open(src_path, "w") as srcfile, open(targ_path, "w") as targfile:
for line in qafile:
lcontent = json.loads(line)
srcfile.write(lcontent["q"].replace("\n", "") + "\n")
targfile.write(lcontent["a"].replace("\n", "") + "\n")
return set_path
def basic_tokenizer(sentence):
"""Very basic tokenizer: split the sentence into a list of tokens."""
words = []
for space_separated_fragment in sentence.strip().split():
words.extend(_WORD_SPLIT.split(space_separated_fragment))
return [w for w in words if w]
def create_vocabulary(vocabulary_path, json_vocab_path):
"""Create vocabulary file (if it does not exist yet) from data file.
Data file is assumed to contain one sentence per line. Each sentence is
tokenized and digits are normalized (if normalize_digits is set).
Vocabulary contains the most-frequent tokens up to max_vocabulary_size.
We write it to vocabulary_path in a one-token-per-line format, so that later
token in the first line gets id=0, second line gets id=1, and so on.
Args:
vocabulary_path: path where the vocabulary will be created.
json_vocab_path: data file that will be used to create vocabulary.
"""
if not gfile.Exists(vocabulary_path):
print("Transform vocabulary to %s" % vocabulary_path)
with gfile.GFile(json_vocab_path, mode="rb") as f:
jvocab = json.load(f)
vocab = jvocab["w2id"]
vocab_list = _START_VOCAB + sorted(vocab, key=vocab.get)
with gfile.GFile(vocabulary_path, mode="wb") as vocab_file:
for w in vocab_list:
vocab_file.write(w + b"\n")
def initialize_vocabulary(vocabulary_path):
"""Initialize vocabulary from file.
We assume the vocabulary is stored one-item-per-line, so a file:
dog
cat
will result in a vocabulary {"dog": 0, "cat": 1}, and this function will
also return the reversed-vocabulary ["dog", "cat"].
Args:
vocabulary_path: path to the file containing the vocabulary.
Returns:
a pair: the vocabulary (a dictionary mapping string to integers), and
the reversed vocabulary (a list, which reverses the vocabulary mapping).
Raises:
ValueError: if the provided vocabulary_path does not exist.
"""
if gfile.Exists(vocabulary_path):
rev_vocab = []
with gfile.GFile(vocabulary_path, mode="rb") as f:
rev_vocab.extend(f.readlines())
rev_vocab = [line.strip() for line in rev_vocab]
vocab = dict([(x, y) for (y, x) in enumerate(rev_vocab)])
return vocab, rev_vocab
else:
raise ValueError("Vocabulary file %s not found.", vocabulary_path)
def sentence_to_token_ids(sentence, vocabulary):
"""Convert a string to list of integers representing token-ids.
For example, a sentence "I have a dog" may become tokenized into
["I", "have", "a", "dog"] and with vocabulary {"I": 1, "have": 2,
"a": 4, "dog": 7"} this function will return [1, 2, 4, 7].
Args:
sentence: the sentence in bytes format to convert to token-ids.
vocabulary: a dictionary mapping tokens to integers.
Returns:
a list of integers, the token-ids for the sentence.
"""
return [vocabulary.get(w, UNK_ID) for w in sentence.strip().split()]
def data_to_token_ids(data_path, target_path, vocabulary_path):
"""Tokenize data file and turn into token-ids using given vocabulary file.
This function loads data line-by-line from data_path, calls the above
sentence_to_token_ids, and saves the result to target_path. See comment
for sentence_to_token_ids on the details of token-ids format.
Args:
data_path: path to the data file in one-sentence-per-line format.
target_path: path where the file with token-ids will be created.
vocabulary_path: path to the vocabulary file.
"""
if not gfile.Exists(target_path):
print("Tokenizing data in %s" % data_path)
vocab, _ = initialize_vocabulary(vocabulary_path)
with gfile.GFile(data_path, mode="rb") as data_file:
with gfile.GFile(target_path, mode="w") as tokens_file:
counter = 0
for line in data_file:
counter += 1
if counter % 100000 == 0:
print(" tokenizing line %d" % counter)
token_ids = sentence_to_token_ids(tf.compat.as_bytes(line), vocab)
tokens_file.write(" ".join([str(tok) for tok in token_ids]) + "\n")
def prepare_jsonlbpe_data(data_dir, train_data_file, dev_data_file, vocab_file):
"""Get WMT data into data_dir, create vocabularies and tokenize data.
Args:
data_dir: directory in which the data sets will be stored.
train_data_file: jsonl data file.
dev_data_file: jsonl data file.
vocab_file: bpe json vocab
Returns:
A tuple of 6 elements:
(1) path to the token-ids for src training data-set,
(2) path to the token-ids for target training data-set,
(3) path to the token-ids for src development data-set,
(4) path to the token-ids for src development data-set,
(5) path to the src vocabulary file,
(6) path to the src vocabulary file.
"""
if not gfile.Exists(data_dir):
gfile.MkDir(data_dir)
# Get wmt data to the specified directory.
train_path = get_qa_set(data_dir, train_data_file)
dev_path = get_qa_set(data_dir, dev_data_file)
# Create vocabularies of the appropriate sizes.
vocab_path = os.path.join(data_dir, "vocab.txt")
create_vocabulary(vocab_path, vocab_file)
# Create token ids for the training data.
src_train_ids_path = train_path + ".src.ids"
targ_train_ids_path = train_path + ".targ.ids"
data_to_token_ids(train_path + ".src", src_train_ids_path, vocab_path)
data_to_token_ids(train_path + ".targ", targ_train_ids_path, vocab_path)
# Create token ids for the development data.
src_dev_ids_path = dev_path + ".src.ids"
targ_dev_ids_path = dev_path + ".targ.ids"
data_to_token_ids(dev_path + ".src", src_dev_ids_path, vocab_path)
data_to_token_ids(dev_path + ".targ", targ_dev_ids_path, vocab_path)
return (src_train_ids_path, targ_train_ids_path, src_dev_ids_path, targ_dev_ids_path, vocab_path)
|
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3887516e4222504defe439e62bd24b12db3cdd84
|
from django import forms
from .models import HhRequest
class WorkRequestForm(forms.ModelForm):
"""Форма заявки на премию"""
class Meta:
model = HhRequest
fields = ("profile", "sphere", "experience", "work_request", "resume")
widgets = {
"profile": forms.Select(attrs={"id": "profile", "required": "", "class": "browser-default custom-select"}),
"sphere": forms.Select(attrs={"id": "sphere", "required": "", "class": "browser-default custom-select"}),
"experience": forms.Select(attrs={"id": "experience", "required": "", "class": "browser-default custom-select"}),
"work_request": forms.Select(
attrs={"id": "work_request", "required": "", "class": "browser-default custom-select"}
),
"resume": forms.FileInput(attrs={"id": "hh_resume", "required": "", "class": "custom-file-input", "lang": "ru"}),
}
|
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c19c3f580d7555379bd7e077b0264a3784179e93
|
import sqlite3
import pandas as pd
# %matplotlib inline
import matplotlib.pyplot as plt
db_filename = "readonly/dinofunworld.db"
conn = sqlite3.connect(db_filename)
c = conn.cursor()
c.execute(
"SELECT a.Name, count(c.visitorID) \
FROM attraction as a, checkin c \
WHERE \
a.AttractionID = c.attraction \
AND a.Category like 'Thrill Rides%' \
GROUP BY a.AttractionID \
"
)
thrillRidesVisitsResult = c.fetchall()
print(thrillRidesVisitsResult)
thrillRidesVisitsDataFrame = pd.DataFrame.from_records(thrillRidesVisitsResult, columns=["ride_name", "visits_count"])
c.close()
plt.pie(
thrillRidesVisitsDataFrame["visits_count"], labels=thrillRidesVisitsDataFrame["ride_name"], autopct="%1.1f%%", shadow=False
)
plt.axis("equal")
plt.show()
|
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978f3979aee1c4361483fd61b54352e7fff8d3b3
|
"""Functions for parsing various strings to RGB tuples."""
import json
import re
from pathlib import Path
import importlib.resources as resources
from pilutils.basic import hex_to_rgb
__all__ = [
"parse_hex6",
"parse_hex3",
"parse_rgbfunc_int",
"parse_rgbfunc_float",
"parse_rgbfunc_percent",
"parse_name_css",
"parse_name_crayola",
"parse_name_xkcd",
"parse_name_meodai_best",
"parse_name_meodai",
"parse",
]
_css_names = json.loads(resources.read_text("pilutils.colornames", "css.json"))
_crayola_names = json.loads(resources.read_text("pilutils.colornames", "crayola.json"))
_xkcd_names = json.loads(resources.read_text("pilutils.colornames", "xkcd.json"))
_meodai_best_names = json.loads(resources.read_text("pilutils.colornames", "meodai-best.json"))
_meodai_names = json.loads(resources.read_text("pilutils.colornames", "meodai.json"))
def parse_hex6(hex6):
"""Example: #ab34df"""
if m := re.match(r"^#?([0-9A-Fa-f]{6})$", hex6.strip()):
h = int(m.group(1), 16)
return hex_to_rgb(h)
raise ValueError(f"String {hex6!r} does not match hex6 format.")
def parse_hex3(hex3):
"""Example: #a3d"""
if m := re.match(r"^#?([0-9A-Fa-f]{3})$", hex3.strip()):
h3 = m.group(1)
return tuple(int(c * 2, 16) for c in h3)
raise ValueError(f"String {hex3!r} does not match hex3 format.")
def parse_rgbfunc_int(rgbfunc):
"""Example: rgb(171, 52, 223)"""
if m := re.match(r"^rgb\(\s*(\d{1,3})\s*,\s*(\d{1,3})\s*,\s*(\d{1,3})\s*\)$", rgbfunc.strip()):
t = tuple(map(int, m.groups()))
if not any(n > 255 for n in t):
return t
raise ValueError(f"String {rgbfunc!r} does not match rgbfunc_int format.")
def parse_rgbfunc_float(rgbfunc):
"""Example: rgb(0.67, 0.2, 0.87)"""
if m := re.match(
r"^rgb\(\s*([01]\.\d+)\s*,\s*([01]\.\d+)\s*,\s*([01]\.\d+)\s*\)$",
rgbfunc.strip(),
):
t = tuple(map(float, m.groups()))
if not any(n > 1 for n in t):
return tuple(int(round(n * 255)) for n in t)
raise ValueError(f"String {rgbfunc!r} does not match rgbfunc_float format.")
def parse_rgbfunc_percent(rgbfunc):
"""Example: rgb(67%, 20%, 87.5%)"""
if m := re.match(
r"^rgb\(\s*(\d{1,3}(?:\.\d+)?)%\s*,\s*(\d{1,3}(?:\.\d+)?)%\s*,\s*(\d{1,3}(?:\.\d+)?)%\s*\)$",
rgbfunc.strip(),
):
t = tuple(map(float, m.groups()))
if not any(n > 100 for n in t):
return tuple(int(round(n * 255 / 100)) for n in t)
raise ValueError(f"String {rgbfunc!r} does not match rgbfunc_percent format.")
def parse_name_css(name):
name = name.lower()
if name not in _css_names:
raise ValueError(f"Color {name!r} is not named in the CSS dataset.")
return parse_hex6(_css_names[name])
def parse_name_crayola(name):
name = name.lower()
if name not in _crayola_names:
raise ValueError(f"Color {name!r} is not named in the crayola dataset.")
return parse_hex6(_crayola_names[name])
def parse_name_xkcd(name):
name = name.lower()
if name not in _xkcd_names:
raise ValueError(f"Color {name!r} is not named in the xkcd dataset.")
return parse_hex6(_xkcd_names[name])
def parse_name_meodai_best(name):
name = name.lower()
if name not in _meodai_best_names:
raise ValueError(f"Color {name!r} is not named in the meodai-best dataset.")
return parse_hex6(_meodai_best_names[name])
def parse_name_meodai(name):
name = name.lower()
if name not in _meodai_names:
raise ValueError(f"Color {name!r} is not named in the meodai dataset.")
return parse_hex6(_meodai_names[name])
def parse(
colstr,
*,
hex6=True,
hex3=True,
rgbfunc_int=True,
rgbfunc_float=True,
rgbfunc_percent=True,
name_css=True,
name_crayola=True,
name_xkcd=True,
name_meodai_best=True,
name_meodai=True,
):
"""Combine all other parse functions into one "universal" function. Use kwargs to disable certain parsers."""
funcs = []
if hex6:
funcs.append(parse_hex6)
if hex3:
funcs.append(parse_hex3)
if rgbfunc_int:
funcs.append(parse_rgbfunc_int)
if rgbfunc_float:
funcs.append(parse_rgbfunc_float)
if rgbfunc_percent:
funcs.append(parse_rgbfunc_percent)
if name_css:
funcs.append(parse_name_css)
if name_crayola:
funcs.append(parse_name_crayola)
if name_xkcd:
funcs.append(parse_name_xkcd)
if name_meodai_best:
funcs.append(parse_name_meodai_best)
if name_meodai:
funcs.append(parse_name_meodai)
res = None
for func in funcs:
try:
res = func(colstr)
except ValueError:
pass
if res is None:
raise ValueError(f"Could not find a working parser for {colstr!r}.")
return res
|
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96,
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100,
102,
8,
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17,
22,
25,
4,
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12,
18,
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28,
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31,
32,
38,
42,
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71,
72,
73,
75,
77,
4,
11,
15
] |
8a773448383a26610f4798e12fb514248e71dc4b
|
import importlib
if __name__ == "__main__":
module = importlib.import_module("UserFile")
print(module.if_new_message)
print(module.ID)
|
[
485,
46233,
499,
222,
344,
1176,
444,
523,
630,
9609,
1850,
18021,
303,
2313,
299,
46233,
51,
485,
100,
1663,
459,
1259,
991,
678,
303,
1489,
45,
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51,
344,
100,
909,
100,
1454,
46,
303,
1489,
45,
1663,
51,
798,
46,
222
] |
[
"import",
"Ġimportlib",
"ĊĊ",
"Ċ",
"if",
"Ġ__",
"name",
"__",
"Ġ==",
"Ġ\"__",
"main",
"__\":",
"ĊĠĠĠ",
"Ġmodule",
"Ġ=",
"Ġimportlib",
".",
"import",
"_",
"module",
"(\"",
"User",
"File",
"\")",
"ĊĠĠĠ",
"Ġprint",
"(",
"module",
".",
"if",
"_",
"new",
"_",
"message",
")",
"ĊĠĠĠ",
"Ġprint",
"(",
"module",
".",
"ID",
")",
"Ċ"
] |
[
1,
1,
1,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7
] |
[
1,
7,
17,
1,
1,
3,
6,
10,
12,
15,
19,
23,
27,
4,
11,
13,
23,
24,
30,
31,
37,
39,
43,
47,
49,
4,
10,
11,
17,
18,
20,
21,
24,
25,
32,
33,
4,
10,
11,
17,
18,
20,
21
] |
8ce2db0a28de8ddd504b744f3c9210d1a0ed7d45
|
import json
from .errors import TorrentNotValid, TorrentHashNotFound, FailedLogin, HttpException
class QBittorrentClient:
"""
QBittorent client
"""
def __init__(self, *, connector):
self.connector = connector
def login(self, username: str, password: str):
return self.connector.login(username, password)
def logout(self):
return self.connector.logout()
def get_application_version(self):
"""
Grab the application version of QBittorent.
Returns
-------
str
"""
return self.connector.request("GET", "/app/version")
def get_api_version(self):
"""
Grab the api version.
Returns
-------
str
"""
return self.connector.request("GET", "/app/webapiVersion")
def get_log(self, **kwargs):
"""
Grabs the log.
Parameters
----------
normal: bool, optional
Include normal messages
info: bool, optional
Include info messages
warning: bool, optional
Include warning messages
critical: bool, optional
Include critical messages
last_known_id: int, optional
Exclude messages with "message id" <= last_known_id
Returns
-------
dict
"""
payload = {
"normal": kwargs.get("normal", True),
"info": kwargs.get("info", True),
"warning": kwargs.get("warning", True),
"critical": kwargs.get("critical", True),
"last_known_id": kwargs.get("last_known_id", -1),
}
return self.connector.request("GET", "/log/main", payload=payload)
def get_torrents(self, **kwargs):
"""
Gets the list of torrents.
Parameters
----------
filter: str, optional
Filter torrent list.
Allowed filters: all, downloading, completed, paused, active, inactive, resumed
category: str, optional
Get torrents with the given category
Empty string means "without category"
No "category" parameter means "any category"
sort: str, optional
Sort torrents by given key.
reverse: bool, optional
Enable reverse sorting.
limit: int, optional
Limit the number of torrents returned
offset: int, optional
Set offset (if less than 0, offset from end)
hashes: list or str, optional
Filter by hashes.
Returns
-------
dict
Property Type Description
hash string Torrent hash
name string Torrent name
size integer Total size (bytes) of files selected for download
progress float Torrent progress (percentage/100)
dlspeed integer Torrent download speed (bytes/s)
upspeed integer Torrent upload speed (bytes/s)
priority integer Torrent priority. Returns -1 if queuing is disabled or torrent is in seed mode
num_seeds integer Number of seeds connected to
num_complete integer Number of seeds in the swarm
num_leechs integer Number of leechers connected to
num_incomplete integer Number of leechers in the swarm
ratio float Torrent share ratio. Max ratio value: 9999.
eta integer Torrent ETA (seconds)
state string Torrent state. See table here below for the possible values
seq_dl bool True if sequential download is enabled
f_l_piece_prio bool True if first last piece are prioritized
category string Category of the torrent
super_seeding bool True if super seeding is enabled
force_start bool True if force start is enabled for this torrent
Possible values of state:
Value Description
error Some error occurred, applies to paused torrents
missingFiles Torrent data files is missing
uploading Torrent is being seeded and data is being transferred
pausedUP Torrent is paused and has finished downloading
queuedUP Queuing is enabled and torrent is queued for upload
stalledUP Torrent is being seeded, but no connection were made
checkingUP Torrent has finished downloading and is being checked
forcedUP Torrent is forced to uploading and ignore queue limit
allocating Torrent is allocating disk space for download
downloading Torrent is being downloaded and data is being transferred
metaDL Torrent has just started downloading and is fetching metadata
pausedDL Torrent is paused and has NOT finished downloading
queuedDL Queuing is enabled and torrent is queued for download
stalledDL Torrent is being downloaded, but no connection were made
checkingDL Same as checkingUP, but torrent has NOT finished downloading
forceDL Torrent is forced to downloading to ignore queue limit
checkingResumeData Checking resume data on qBt startup
moving Torrent is moving to another location
unknown Unknown status
"""
defaults = {"filter": None, "category": None, "sort": None, "reverse": None, "limit": None, "offset": None}
payload = {k: kwargs.get(k, v) for k, v in defaults.items() if v or kwargs.get(k)}
hashes = kwargs.get("hashes")
if hashes:
payload["hashes"] = "|".join(hashes) if isinstance(hashes, list) else hashes
return self.connector.request("POST", "/torrents/info", payload=payload)
def get_torrent_info(self, torrent_hash: str):
payload = {"hash": torrent_hash}
return self.connector.request("POST", "/torrents/properties", payload=payload)
def add_torrents(self, *links: str, **kwargs):
"""
Adds torrents
"""
defaults = {
"torrents": None,
"savepath": None,
"cookie": None,
"category": None,
"skip_checking": None,
"root_folder": None,
"rename": None,
"upLimit": None,
"dlLimit": None,
"autoTMM": None,
"sequentialDownload": None,
"firstLastPiecePrio": None,
}
payload = {k: kwargs.get(k, v) for k, v in defaults.items() if v or kwargs.get(k)}
if len(links):
payload["urls"] = "\n".join(links)
return self.connector.request("POST", "/torrents/add", payload=payload)
def pause_torrents(self, *hashes: str):
"""
Pauses torrents.
"""
payload = {"hashes": "|".join(hashes)}
return self.connector.request("POST", "/torrents/pause", payload=payload)
def resume_torrent(self, hashes: list):
"""
Resumes a single torrent.
"""
payload = {"hashes": "|".join(hashes)}
return self.connector.request("POST", "/torrents/resume", payload=payload)
|
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485,
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222,
222,
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413,
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360e661d8538a8f40b7546a54e9a9582fa64bd67
|
import numpy as np
from sklearn.metrics import mutual_info_score
def mimic_binary(max_iter=100, fitness_func=None, space=None):
assert fitness_func is not None
assert space is not None
idx = np.random.permutation(np.arange(len(space)))
pool = space[idx[: int(len(space) / 2)]] # randomly sample 50% of the oringal space
new_pool = []
for i in range(max_iter):
print("mimic: {}|{}".format(i + 1, max_iter))
theta += delta
for j, parent in enumerate(pool):
if j in new_pool or fitness_func(parent) < theta:
continue
best_score = 0
best_child = parent
for k, child in enumerate(pool):
if k <= j or child in new_pool:
continue
score = mutual_info(parent, child)
if score > best_score and fitness_func(child) >= theta:
best_score = score
new_pool.append(parent)
new_pool.append(child)
return None
def mutual_info(parent, child):
parent = [int(x) for x in parent]
child = [int(x) for x in child]
return mutual_info_score(parent, child)
|
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f489058c922d405754ad32a737f67bc03c08772b
|
# Copyright 2018 dhtech
#
# Use of this source code is governed by a BSD-style
# license that can be found in the LICENSE file
import lib
import urlparse
import yaml
MANIFEST_PATH = "/etc/manifest"
HTTP_BASIC_AUTH = None
def blackbox(name, backend, targets, params, target="target", path="/probe", labels=None):
labels = {} if labels is None else labels
# Strip banned OSes
banned_oses = ["debian"]
filtered_targets = [x for x in targets if lib.get_os(x) not in banned_oses]
return {
"job_name": name,
"metrics_path": path,
"params": params,
"static_configs": [{"targets": sorted(filtered_targets), "labels": labels}],
"relabel_configs": [
{
"source_labels": ["__address__"],
"regex": "(.*)(:80)?",
"target_label": "__param_%s" % target,
"replacement": "${1}",
},
{
"source_labels": ["__param_%s" % target],
"regex": "(.*)",
"target_label": "instance",
"replacement": "${1}",
},
{
"source_labels": [],
"regex": ".*",
"target_label": "__address__",
"replacement": backend,
},
],
}
def generate_backend(host, local_services):
scrape_configs = []
scrape_configs.extend(local_services)
domain = lib.get_domain(host)
basic_auth = lib.read_secret("services/monitoring:login")
# Find services that wants to be monitored
manifest = yaml.load(file(MANIFEST_PATH).read())
for package, spec in manifest["packages"].iteritems():
if spec is None or "monitor" not in spec:
continue
urls = spec["monitor"]["url"] if isinstance(spec["monitor"]["url"], dict) else {None: spec["monitor"]["url"]}
for url_id, url_str in urls.iteritems():
url = urlparse.urlparse(url_str)
targets = []
for target in sorted(lib.get_nodes_with_package(package, domain).keys()):
targets.append(target if url.port is None else "%s:%d" % (target, url.port))
scrape_config = {
"job_name": package + ("-%s" % url_id if url_id else ""),
"metrics_path": url.path,
"scheme": url.scheme,
"static_configs": [{"targets": sorted(targets)}],
}
if "interval" in spec["monitor"]:
scrape_config["scrape_interval"] = spec["monitor"]["interval"]
if "labels" in spec["monitor"]:
scrape_config["static_configs"][0]["labels"] = spec["monitor"]["labels"]
# Only allow authentication over https
if spec["monitor"].get("auth", False) and url.scheme == "https":
scrape_config["basic_auth"] = basic_auth
scrape_configs.append(scrape_config)
# Layer specific monitoring
layers = lib.get_layers(domain)
snmp_nodes = {}
ssh_nodes = {}
for layer in layers:
hosts = lib.get_nodes_with_layer(layer, domain)
snmp_mute = lib.get_nodes_with_layer(layer, domain, "no-snmp")
ssh_mute = lib.get_nodes_with_layer(layer, domain, "no-ssh")
snmp_nodes[layer] = list(set(hosts) - set(snmp_mute))
ssh_nodes[layer] = [x + ":22" for x in set(hosts) - set(ssh_mute)]
# SNMP
for layer in layers:
# TODO(bluecmd): Use options for this
if layer == "access":
snmp_host = "snmp2.event.dreamhack.se"
else:
snmp_host = "snmp1.event.dreamhack.se"
snmp = blackbox("snmp_%s" % layer, snmp_host, snmp_nodes[layer], {"layer": [layer]}, labels={"layer": layer})
snmp["scrape_interval"] = "30s"
snmp["scrape_timeout"] = "30s"
scrape_configs.append(snmp)
# SSH
for layer in layers:
for ssh_host in ["jumpgate1", "jumpgate2", "rancid"]:
fqdn = ssh_host + ".event.dreamhack.se:9115"
ssh = blackbox(
"ssh_%s_%s" % (layer, ssh_host), fqdn, ssh_nodes[layer], {"module": ["ssh_banner"]}, labels={"layer": layer}
)
ssh["scrape_interval"] = "30s"
ssh["scrape_timeout"] = "30s"
scrape_configs.append(ssh)
# Add external service-discovery
external = {
"job_name": "external",
"file_sd_configs": [
{
"files": ["/etc/prometheus/external/*.yaml"],
}
],
}
scrape_configs.append(external)
if host.endswith(".event.dreamhack.se"):
# Event should scrape puppet.tech.dreamhack.se to get information about
# puppet runs
puppet = {
"job_name": "puppet_runs",
"metrics_path": "/metrics",
"scrape_interval": "60s",
"scrape_timeout": "55s",
"static_configs": [
{
"targets": ["puppet.tech.dreamhack.se:9100"],
}
],
}
scrape_configs.append(puppet)
vcenter = {
"job_name": "vmware_vcenter",
"metrics_path": "/metrics",
"scrape_interval": "60s",
"scrape_timeout": "55s",
"static_configs": [
{
"targets": ["provision.event.dreamhack.se:9272"],
}
],
}
scrape_configs.append(vcenter)
# Make sure that all metrics have a host label.
# This rule uses the existing host label if there is one,
# stripping of the port (which shouldn't be part of the host label anyway)
# *or* if that label does not exist it uses the instance label
# (again stripping of the port)
relabel = {
"regex": r":?([^:]*):?.*",
"separator": ":",
"replacement": "${1}",
"source_labels": ["host", "instance"],
"target_label": "host",
}
mrc = "metric_relabel_configs"
for scrape in scrape_configs:
if mrc in scrape:
scrape[mrc].append(relabel)
else:
scrape[mrc] = [relabel]
return {"scrape_configs": scrape_configs}
def requires(host, *args):
return ["apache(ldap)"]
def generate(host, *args):
info = {}
local_targets = []
local_targets.append({"job_name": "prometheus", "scheme": "http", "static_configs": [{"targets": ["localhost:9090"]}]})
info["prometheus"] = generate_backend(host, local_targets)
# Get current event
info["prometheus"]["current_event"] = lib.get_current_event()
return info
# vim: ts=4: sts=4: sw=4: expandtab
|
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] |
5299f2c66fd287be667ecbe11b8470263eafab5c
|
import logging
class ConsoleLogger:
handlers = [(logging.StreamHandler, dict(), "[%(name)s]\t %(asctime)s [%(levelname)s] %(message)s ", logging.DEBUG)]
def set_level(self, level):
self.logger.setLevel(level)
def debug(self, message):
self.logger.debug(message)
def info(self, message):
self.logger.info(message)
def warning(self, message):
self.logger.warning(message)
def error(self, message):
self.logger.error(message)
def exception(self, message):
self.logger.exception(message)
def __init__(self, name=__name__, default_level=logging.DEBUG):
self.logger = logging.Logger(name)
if not self.logger.handlers or len(self.logger.handlers) < 1:
for handler_class, params, formatted, level in self.handlers:
handler = handler_class(**params)
handler.setFormatter(logging.Formatter(formatted))
handler.setLevel(level if not default_level else default_level)
self.logger.addHandler(handler)
|
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e73e40a63b67ee1a6cca53a328af05e3eb3d8519
|
import pytest
from debbiedowner import make_it_negative, complain_about
def test_negativity():
assert make_it_negative(8) == -8
assert complain_about("enthusiasm") == "I hate enthusiasm. Totally boring."
def test_easy():
assert 1 == 1
def test_cleverness():
assert make_it_negative(-3) == 3
|
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eeb87891d1a02484a61537745ec6f13387017929
|
import os
import shutil
import json
from django.shortcuts import render, HttpResponse
from django.utils.encoding import escape_uri_path
from django.db import transaction
from web_pan.settings import files_folder
from disk import models
# Create your views here.
def logined(func):
def wrapper(request, *args, **kwargs):
session = request.session.get("user")
if not session:
return render(request, "login.html")
else:
return func(request, *args, **kwargs)
return wrapper
def api_check(func):
def wrapper(request, *args, **kwargs):
session = request.session.get("user")
if not session:
res = dict(state_code=-3, error_msg="登陆过期")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
else:
return func(request, *args, **kwargs)
return wrapper
def login(request):
if request.method == "GET":
if request.session.get("user"):
return render(request, "index.html")
return render(request, "login.html")
else:
req = json.loads(request.body)
user = req.get("username")
pwd = req.get("pwd")
obj_user = models.Users.objects.filter(user_name=user).all()
if not obj_user:
res = dict(state_code=1, error_msg="用户不存在")
else:
password = obj_user.first().password
if str(pwd) != str(password):
res = dict(state_code=2, error_msg="密码错误")
else:
request.session["user"] = user
request.session.set_expiry(60 * 60 * 4)
res = dict(state_code=0, error_msg="密码错误")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
def logout(request):
if request.session.get("user"):
del request.session["user"]
return render(request, "login.html")
@logined
def index(request):
return render(request, "index.html")
@api_check
def get_dir_list(request):
user = request.session.get("user")
obj_dir = models.Dirs.objects.filter(user_name=user).all()
dir_list = []
for dirs in obj_dir:
user_dir = dirs.dir
dir_list.append(user_dir)
res = dict(state_code=0, error_msg="ok", data={"dir_list": dir_list})
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
@api_check
def user_mkdir(request):
req = json.loads(request.body)
dir_name = req.get("dir_name")
if not dir_name:
res = dict(state_code=-2, error_msg="参数错误")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
dir_path = os.path.join(files_folder, dir_name)
if os.path.exists(dir_path):
res = dict(state_code=1, error_msg="该目录已被使用")
else:
user = request.session.get("user")
if user:
models.Dirs.objects.create(user_name=user, dir=dir_name)
os.mkdir(dir_path)
res = dict(state_code=0, error_msg="ok")
else:
res = dict(state_code=-3, error_msg="登陆过期")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
@api_check
def del_dir(request):
req = json.loads(request.body)
dir_name = req.get("dir_name")
if not dir_name:
res = dict(state_code=-2, error_msg="参数错误")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
dir_path = os.path.join(files_folder, dir_name)
if not os.path.exists(dir_path):
res = dict(state_code=1, error_msg="目录不存在")
else:
with transaction.atomic():
obj_dir = models.Dirs.objects.filter(dir=dir_name).all()
if obj_dir:
obj_dir.delete()
shutil.rmtree(dir_path)
res = dict(state_code=0, eror_msg="ok")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
@api_check
def upload_file(request):
dir_name = request.POST.get("dir_name")
if not dir_name:
res = dict(state_code=-2, error_msg="参数错误")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
dir_path = os.path.join(files_folder, dir_name)
if not os.path.exists(dir_path):
res = dict(state_code=1, error_msg="目录不存在")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
# 获取上传的文件,如果没有文件,则默认为None;
File = request.FILES.get("file", None)
if File is None:
res = dict(state_code=-2, error_msg="参数错误")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
file_name = File.name
file_path = os.path.join(dir_path, file_name)
# 打开特定的文件进行二进制的写操作;
with open(file_path, "wb+") as f:
# 分块写入文件;
for chunk in File.chunks():
f.write(chunk)
res = dict(
state_code=0,
error_msg="ok",
)
return HttpResponse(json.dumps(res), content_type="application/json")
@api_check
def query_file(request):
req = json.loads(request.body)
dir_name = req.get("dir_name")
dir_path = os.path.join(files_folder, dir_name)
cmd_info = os.popen("ls -l -h {}".format(dir_path)).read()
file_list = cmd_info.split("\n")[1:-1]
file_list_data = []
for file_info_cmd in file_list:
file_info_list = file_info_cmd.split(" ")
file_info = list(filter(None, file_info_list))
file = file_info[-1]
file_size = file_info[4]
name_type = file.rsplit(".", 1)
if len(name_type) < 2:
name_type.append("未知")
file_name, file_type = name_type
file_list_data.append({"file_name": file_name, "file_type": file_type, "file_size": file_size})
res = dict(state_code=0, error_msg="ok", data={"file_list": file_list_data})
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
@api_check
def del_file(request):
req = json.loads(request.body)
dir_name = req.get("dir_name")
file_name = req.get("file_name")
file_type = req.get("file_type")
file = file_name + "." + file_type if file_type != "未知" else file_name
file_path = os.path.join(os.path.join(files_folder, dir_name), file)
if not os.path.exists(file_path):
res = dict(state_code=1, error_msg="文件不存在")
else:
os.remove(file_path)
res = dict(state_code=0, error_msg="ok")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
@api_check
def download_file(request):
req = json.loads(request.body)
dir_name = req.get("dir_name")
file_name = req.get("file_name")
file_type = req.get("file_type")
file = file_name + "." + file_type if file_type != "未知" else file_name
file_path = os.path.join(os.path.join(files_folder, dir_name), file)
if not os.path.exists(file_path):
res = dict(state_code=1, error_msg="文件不存在")
return HttpResponse(json.dumps(res, ensure_ascii=False), content_type="application/json")
from django.http import StreamingHttpResponse
file_size = os.path.getsize(file_path)
def file_iterator(file_name, chunk_size=512): # 用于形成二进制数据
with open(file_name, "rb") as f:
while True:
c = f.read(chunk_size)
if c:
yield c
else:
break
the_file_name = file_path # 要下载的文件路径
res = file_iterator(the_file_name)
response = StreamingHttpResponse(res) # 这里创建返回
response["Content-Type"] = "application/octet-stream; charset=UTF-8" # 注意格式
response["Content-Length"] = file_size
response["Content-Disposition"] = 'attachment;filename="{}"'.format(
escape_uri_path(file)
) # 注意filename 这个是下载后的名字
return response
|
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1b529d8bafc81ef4dd9ff355de6abbd6f4ebddf1
|
import logging
from xdcs.app import xdcs
logger = logging.getLogger(__name__)
def asynchronous(func):
def task(*args, **kwargs):
try:
func(*args, **kwargs)
except Exception as e:
logger.exception("Exception during asynchronous execution: " + str(e))
raise e
def replacement(*args, **kwargs):
return xdcs().executor().submit(lambda: task(*args, **kwargs))
return replacement
def lazy(func):
class Lazy:
def __init__(self, original) -> None:
self._value_computed = False
self._value = None
self._original = [original]
def get_value(self, *args, **kwargs):
if self._value_computed:
return self._value
else:
self._value = func(*args, **kwargs)
self._value_computed = True
return self._value
_lazy = Lazy(func)
def replacement(*args, **kwargs):
return _lazy.get_value(*args, **kwargs)
return replacement
|
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cb48a1601798f72f9cf3759d3c13969bc824a0f6
|
from pyplasm import *
import random as r
def gen_windows(plan_grid, n, m, window_model):
return STRUCT(
[
T([1, 2])([j, i])(gen_cube_windows(plan_grid, window_model)(i, j, n, m))
for i in range(n)
for j in range(m)
if plan_grid[i][j]
]
)
def gen_cube_windows(plan_grid, window_model):
w = window_model
hpcs = [CUBE(0.00001)]
def gen_cube0(i, j, n, m):
if j + 1 == m or not plan_grid[i][j + 1]:
hpcs.append(T([1, 2])([1, 0.5])(MAP([S2, S1, S3])(w)))
if j - 1 < 0 or not plan_grid[i][j - 1]:
hpcs.append(T(2)(0.5)(MAP([S2, S1, S3])(w)))
if i + 1 == n or not plan_grid[i + 1][j]:
hpcs.append(T([1, 2])([0.5, 1])(w))
if i - 1 < 0 or not plan_grid[i - 1][j]:
hpcs.append(T(1)(0.5)(w))
return STRUCT(hpcs)
return gen_cube0
def gen_body(plan_grid, n, m):
c = CUBE(1)
return STRUCT([T([1, 2])([j, i])(c) for i in range(n) for j in range(m) if plan_grid[i][j]])
def gen_house(box, plan_grid, door_model, window_model, roof_model):
n = len(plan_grid)
m = len(plan_grid[0])
body = STRUCT([gen_body(plan_grid, n, m), T(3)(1), roof_model])
l2s_scale = map(lambda x, y: x / y, SIZE([1, 2, 3])(body), box)
s2l_scale = [1 / elem for elem in l2s_scale]
scaled_win = S([1, 2, 3])(l2s_scale)(window_model)
windows = gen_windows(plan_grid, n, m, scaled_win)
house = STRUCT([body, windows])
return TEXTURE(["wood.jpg", True, True, 300, 300, r.random() * 3.1415, 0.1, 0.1, 0, 0])(S([1, 2, 3])(s2l_scale)(house))
def l_shaped_house(box):
grid = [[False, False, True], [True, True, True]]
roof = MKPOL(
[
[[2, 0, 0], [2.5, 0, 0.5], [3, 0, 0], [3, 2, 0], [0, 2, 0], [0, 1.5, 0.5], [0, 1, 0], [2, 1, 0], [2.5, 1.5, 0.5]],
[[3, 2, 1], [9, 2, 3, 4], [5, 6, 9, 4], [7, 6, 5], [7, 8, 9, 6], [9, 8, 1, 2]],
[1],
]
)
window = T([1, 2, 3])([-0.75, -0.1, 1.2])(CUBOID([1.5, 0.2, 2]))
return gen_house(box, grid, None, window, roof)
def q_shaped_house(box):
grid = [[True, True, True], [True, True, True], [True, False, False]]
roof = MKPOL(
[
[
[0, 0, 0], # 1
[3, 0, 0], # 2
[3, 2, 0], # 3
[1, 2, 0], # 4
[1, 3, 0], # 5
[0.5, 3, 0.5], # 6
[0, 3, 0], # 7
[0.5, 0.5, 0.5], # 8
[2.5, 0.5, 0.5], # 9
[2.5, 1.5, 0.5], # 10
[0.5, 1.5, 0.5], # 11
],
[[1, 8, 6, 7], [1, 2, 9, 8], [2, 3, 10, 9], [10, 3, 4, 11], [4, 5, 6, 11], [6, 5, 7], [8, 9, 10, 11]],
[1],
]
)
window = T([1, 2, 3])([-0.75, -0.1, 1.2])(CUBOID([1.5, 0.2, 2]))
return gen_house(box, grid, None, window, roof)
def rectangular_house(box):
grid = [[True, True], [True, True], [True, True]]
roof = MKPOL(
[
[
[0, 0, 0], # 1
[1, 0, 1], # 2
[2, 0, 0], # 3
[2, 3, 0], # 4
[1, 3, 1], # 5
[0, 3, 0], # 6
],
[[1, 2, 5, 6], [2, 3, 4, 5], [1, 3, 2], [5, 4, 6]],
[1],
]
)
window = T([1, 2, 3])([-0.75, -0.1, 1.2])(CUBOID([1.5, 0.2, 2]))
return gen_house(box, grid, None, window, roof)
def squared_house(box):
grid = [[True, True, True], [True, True, True], [True, True, True]]
roof = MKPOL(
[
[
[0, 0, 0], # 1
[3, 0, 0], # 2
[3, 3, 0], # 3
[0, 3, 0], # 4
[1.5, 1.5, 1], # 5
],
[[5, 1, 2], [5, 2, 3], [5, 3, 4], [5, 4, 1]],
[1],
]
)
window = T([1, 2, 3])([-0.75, -0.1, 1.2])(CUBOID([1.5, 0.2, 2]))
return gen_house(box, grid, None, window, roof)
if __name__ == "__main__":
VIEW(squared_house([15, 15, 8]))
|
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] |
7d3355ee775f759412308ab68a7aa409b9c74b20
|
"""
使用random模块，如何产生 50~150之间的数？
"""
import random
num1 = random.randint(50, 151)
print(num1)
|
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3012,
222,
4707,
3917,
22753,
1140,
18813,
34495,
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7554b00f8c4d40f1d3ee2341f118048ca7ad10ea
|
import datetime
class Event(object):
def __init__(self):
self.id = None
self.raw = None
self.create_dt = datetime.datetime.now()
self.device_id = None
self.collector_id = None
self.device_hostname = None
self.device_domain_name = None
self.device_ip_address = None
self.types = []
def to_dict(self):
d = {}
for item in self.__dict__:
val = getattr(self, item)
if val != None:
d[item] = val
return d
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f9db3c96bc3fd4911640d0428672c87072564b0d
|
"""Access IP Camera in Python OpenCV"""
import cv2
# stream = cv2.VideoCapture('protocol://IP:port/1')
# Use the next line if your camera has a username and password
stream = cv2.VideoCapture("rtsp://SeniorDesign:1Hwe2Dxy@10.9.27.28:554/video")
while True:
r, f = stream.read()
cv2.imshow("IP Camera stream", f)
if cv2.waitKey(1) & 0xFF == ord("q"):
break
cv2.destroyAllWindows()
|
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7da2be1b530faa8ce9a8570247887e8e0d74c310
|
import pandas as pd
# 1. 读入数据
# 从本地读入“wheat.csv”文件，指定index_col参数为00，即将第一列作为每行的索引。用head()函数查看前几行数据。
data = pd.read_csv("wheat.csv", index_col=0)
print(data.head(6))
# 2. 缺失值处理
# 该数据集中包含部分缺失值，在模型训练时会遇到特征值为空的问题，故对缺失值进行处理，
## 用DataFrame的fillna方法进行缺失值填充，填充值为用mean方法得到的该列平均值。
data = data.fillna(data.mean())
print(data)
# 3. 划分数据集从sklearn.model_selection模块导入train_test_split函数，
# 并将返回值放入变量X_train、X_test、y_train和y_test之中，指定参数test_size=0.3，
# 即将70%的数据样本作为训练集，将30%的数据样本作为测试集。输出训练集和测试集大小。
from sklearn.model_selection import train_test_split
X = data.iloc[:, :7]
y = data.iloc[:, 7]
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=300)
print(X_train.shape)
print(y_train.shape)
print(X_test.shape)
print(y_test.shape)
# 4.构建随机森林模型并训练
# 从sklearn.ensemble模块中导入RandomForestClassifier函数，
## 并用其构建随机森林分类模型，指定n_estimators参数为1010，
# 即使用1010棵决策树构建模型。将训练集传入模型进行模型训练。
from sklearn.ensemble import RandomForestClassifier
model = RandomForestClassifier(n_estimators=10)
model.fit(X_train, y_train)
# 5.利用随机森林模型预测分类
# 运用predict方法预测测试集中样本的分类，该方法返回一个预测结果数组，输出预测的分类结果。
y_pred = model.predict(X_test)
print("Predictions of test set:\n%s" % y_pred)
# 6. 查看各特征重要性
# 用feature_importances_属性查看每个特征的重要性，相对而言第11、22、55、77个特征在随机森林分类中的重要性强一些。
print(model.feature_importances_)
# 7. 评估模型准确率
# 利用score方法计算模型在测试集上的预测准确率。
print(model.score(X_test, y_test))
# 8. 调整随机森林中的树木数量
# 随机森林中的数目数量是模型中较为重要的参数，
# 通过指定n_estimators参数进行设置，设置为30时模型的性能较10时有所提升，
# 但设置为100时，其准确度不但没有提升已不明显，甚至可能下降，可能已经过拟合。
model = RandomForestClassifier(n_estimators=30)
model.fit(X_train, y_train)
print(model.score(X_test, y_test))
# 9. 与决策树分类进行比较
# 决策树与随机森林在分类效果上进行比较，
# 决策树模型的分类准确率与仅含单棵决策树的随机森林类似，
# 但是总体上随机森林的准确度要高于决策树，但其模型的解释性较差，无法轻易得到树的基本结构。
from sklearn import tree
clf = tree.DecisionTreeClassifier()
clf = clf.fit(X_train, y_train)
print(clf.score(X_test, y_test))
model = RandomForestClassifier(n_estimators=1)
model.fit(X_train, y_train)
print(model.score(X_test, y_test))
|
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45,
46,
47,
1,
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10,
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13,
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1,
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20,
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25,
26,
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29,
33,
35
] |
7036ae5f74e6cb04518c20bb52122a1dfae76f23
|
import json
from bokeh.plotting import figure, output_file
from bokeh.io import show
from bokeh.palettes import inferno
from bokeh.models import ColumnDataSource, FactorRange
from bokeh.transform import factor_cmap
from bokeh.models import HoverTool
# from bokeh.io import export_svgs
def read_summary(summary_file):
return json.loads(open(summary_file, "r").read())
def get_descriptions(summary):
d = {}
for o in summary["ontology_events"]:
print(o)
d[o] = summary["ontology_events"][o].get("description", summary["ontology_events"][o]["method"]) + "_" + str(o)
return d
def plot_totals(summary):
descriptions = get_descriptions(summary)
totals = {}
for event in summary["ontology_events"].keys():
totals[str(event)] = {"genes": [], "rxns": [], "terms": []}
# genes
for gene in summary["genes"]:
for term in summary["genes"][gene]["terms"]:
for event in summary["genes"][gene]["terms"][term]:
totals[str(event)]["genes"].append(gene)
# terms
for term in summary["terms"]:
for event in summary["terms"][term]:
totals[str(event)]["terms"].append(term)
# rxns
for rxn in summary["rxns"]:
for event in summary["rxns"][rxn]:
totals[str(event)]["rxns"].append(rxn)
# sums
events = []
types = ["genes", "terms", "rxns"]
gene_counts = []
rxn_counts = []
term_counts = []
for event in totals:
events.append(descriptions[event])
gene_counts.append(len(set(totals[event]["genes"])))
rxn_counts.append(len(set(totals[event]["rxns"])))
term_counts.append(len(set(totals[event]["terms"])))
data = {"events": events, "genes": gene_counts, "terms": term_counts, "rxns": rxn_counts}
x = [(event, type) for event in events for type in types]
counts = sum(zip(data["genes"], data["terms"], data["rxns"]), ())
source = ColumnDataSource(data=dict(x=x, counts=counts))
p = figure(
y_range=FactorRange(*x),
plot_height=400,
plot_width=1000,
title="Unique Counts per Annotation Event",
tools="wheel_zoom,box_zoom,reset,save",
)
p.hbar(
y="x",
right="counts",
height=0.9,
source=source,
line_color="black",
fill_color=factor_cmap("x", palette=inferno(len(types)), factors=types, start=1, end=2),
)
p.x_range.start = 0
p.y_range.range_padding = 0.1
p.yaxis.major_label_orientation = "horizontal"
p.yaxis.subgroup_label_orientation = "horizontal"
p.yaxis.group_label_orientation = "horizontal"
p.ygrid.grid_line_color = None
p.title.text_font_size = "12pt"
p.xaxis.major_label_text_font_size = "12pt"
p.yaxis.major_label_text_font_size = "12pt"
p.yaxis.group_text_font_size = "12pt"
p.add_tools(HoverTool(tooltips=[("Type", "@x"), ("Count", "@counts")]))
return p
# summary = read_summary("PT19DW.5.json")
summary = read_summary("PT19DW.7.json")
output_file("totals.html", title="Totals")
totals = plot_totals(summary)
show(totals)
|
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4,
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4,
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4,
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24,
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22,
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35,
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11,
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21,
22,
26,
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33,
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41,
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48,
51,
56,
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66,
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11,
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42,
43,
44,
45,
52,
53,
59,
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4,
6,
8,
15,
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8,
10,
11,
16,
17,
23,
28,
30,
31,
33,
8,
13,
14,
20,
21,
22,
23,
24,
25,
8,
13,
14,
19,
20,
21,
22,
23,
24,
25,
8,
14,
16,
22,
28,
29,
33,
44,
50,
52,
8,
14,
16,
21,
22,
26,
27,
30,
31,
35,
36,
41,
42,
46,
48,
4,
6,
4,
6,
7,
8,
11,
12,
8,
10,
12,
13,
15,
8,
14,
16,
22,
24,
8,
15,
16,
17,
18,
19,
20,
8,
15,
16,
22,
23,
8,
13,
14,
19,
21,
26,
28,
8,
13,
14,
19,
20,
26,
27,
31,
33,
34,
36,
44,
45,
50,
52,
53,
56,
57,
62,
65,
73,
74,
79,
80,
86,
87,
88,
89,
93,
94,
95,
97,
4,
6,
4,
6,
7,
8,
9,
14,
15,
20,
22,
23,
24,
4,
6,
7,
8,
9,
14,
15,
20,
21,
28,
30,
31,
32,
33,
34,
4,
6,
7,
12,
13,
18,
19,
24,
25,
36,
38,
40,
50,
51,
4,
6,
7,
12,
13,
16,
21,
22,
27,
28,
39,
41,
43,
53,
54,
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6,
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18,
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33,
35,
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4,
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18,
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24,
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34,
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39,
41,
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44,
45,
47,
48,
4,
6,
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12,
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18,
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24,
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34,
35,
39,
41,
43,
44,
45,
47,
48,
4,
6,
7,
12,
13,
18,
19,
23,
24,
28,
29,
33,
35,
37,
38,
39,
41,
42,
4,
6,
7,
10,
11,
16,
17,
22,
26,
27,
34,
35,
37,
39,
43,
45,
48,
49,
52,
55,
60,
62,
65,
71,
74,
76,
4,
11,
13,
1,
1,
2,
10,
12,
17,
18,
25,
27,
29,
30,
31,
33,
34,
35,
36,
40,
42,
1,
8,
10,
15,
16,
23,
25,
27,
28,
29,
31,
32,
33,
34,
38,
40,
1,
1,
7,
8,
12,
14,
20,
21,
25,
27,
33,
35,
41,
43,
1,
7,
9,
14,
15,
21,
22,
29,
30,
1,
1,
5,
6,
12,
13
] |
5eb5388ffe7a7c880d8fcfaa137c2c9a133a0636
|
import wikipedia
input_ = input("Type in your question ")
print(wikipedia.summary(input_))
|
[
485,
360,
30419,
222,
222,
1151,
100,
299,
1533,
459,
638,
347,
1390,
7013,
7816,
222,
1243,
45,
12464,
51,
1386,
45,
1151,
37430,
222
] |
[
"import",
"Ġw",
"ikipedia",
"Ċ",
"Ċ",
"input",
"_",
"Ġ=",
"Ġinput",
"(\"",
"Type",
"Ġin",
"Ġyour",
"Ġquestion",
"Ġ\")",
"Ċ",
"print",
"(",
"wikipedia",
".",
"summary",
"(",
"input",
"_))",
"Ċ"
] |
[
1,
1,
1,
1,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4
] |
[
1,
7,
9,
17,
1,
1,
6,
7,
9,
15,
17,
21,
24,
29,
38,
41,
1,
6,
7,
16,
17,
24,
25,
30,
33
] |
51540a80c7b29dc0bbb6342ee45008108d54b6f2
|
# -*- coding: utf-8 -*-
import numpy as np
def gauss_seidel(relax, est, stop):
"""
Método iterativo de Gauss-Seidel para o sistema linear do trabalho.
Onde relax é o fator de relaxação, est é o valor inicial, stop é o
critério de parada, n é a quantidade de linhas do sistema e k é o
número de iterações.
"""
k = 0
dif = 10000
n = len(est)
diff = np.zeros(n)
while dif > stop:
k += 1
est[0] = ((1 - relax) * est[0]) + relax * (1.50 - est[1])
for i in range(1, int(n / 2)):
est[i] = ((1 - relax) * est[i]) + relax * ((1.0 - est[i - 1] - est[i + 1] - est[i + 25]) / 4)
for j in range(int(n / 2), n - 1):
est[j] = ((1 - relax) * est[j]) + relax * ((2.0 - est[j - 25] - est[j - 1] - est[j + 1]) / 5)
est[n - 1] = ((1 - relax) * est[n - 1]) + relax * (3.00 - est[n - 2])
dif = max(abs(np.subtract(est, diff)))
diff = np.copy(est)
return [est, k]
|
[
40,
8571,
10633,
63,
6471,
50,
61,
8571,
222,
485,
6610,
641,
2115,
499,
222,
610,
14211,
7830,
100,
296,
41456,
45,
31658,
49,
3263,
49,
4739,
731,
303,
1547,
303,
507,
1329,
10445,
3881,
12286,
428,
21371,
7830,
50,
921,
41456,
3925,
356,
21378,
10183,
764,
45289,
51,
303,
2715,
305,
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5685,
356,
315,
738,
428,
42002,
7451,
49,
3263,
5685,
356,
13567,
39002,
49,
4739,
5685,
356,
303,
27127,
1329,
10921,
428,
898,
4252,
49,
329,
5685,
331,
13408,
9877,
428,
11384,
2057,
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21378,
503,
851,
5685,
356,
303,
28168,
428,
580,
3017,
9127,
51,
303,
1547,
465,
851,
299,
244,
53,
303,
2261,
299,
244,
54,
53,
53,
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53,
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464,
46,
303,
5861,
299,
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51,
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327,
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51,
58,
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54,
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347,
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54,
49,
648,
45,
115,
536,
244,
55,
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343,
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96,
110,
98,
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54,
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110,
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55,
58,
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536,
244,
57,
46,
603,
456,
614,
347,
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429,
45,
115,
536,
244,
55,
490,
329,
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244,
54,
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98,
299,
1849,
54,
449,
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46,
338,
3263,
96,
111,
1156,
494,
42002,
338,
1849,
55,
51,
53,
449,
3263,
96,
111,
449,
244,
55,
58,
98,
449,
3263,
96,
111,
449,
244,
54,
98,
449,
3263,
96,
111,
494,
244,
54,
1156,
536,
244,
58,
46,
603,
3263,
96,
115,
449,
244,
54,
98,
299,
1849,
54,
449,
42002,
46,
338,
3263,
96,
115,
449,
244,
54,
1156,
494,
42002,
338,
327,
56,
51,
53,
53,
449,
3263,
96,
115,
449,
244,
55,
1156,
603,
2261,
299,
1788,
45,
3615,
45,
2399,
51,
25340,
45,
464,
49,
5861,
2636,
310,
5861,
299,
2115,
51,
3014,
45,
464,
46,
465,
461,
447,
464,
49,
851,
98,
222
] |
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"(",
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")",
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"Ġreturn",
"Ġ[",
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",",
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"]",
"Ċ"
] |
[
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10,
10,
11,
11,
13,
13,
13,
13,
13,
14,
14,
14,
14,
14,
14,
14,
14,
14,
15,
15,
15,
15,
15,
15,
15,
16,
16,
16,
16,
16,
16,
16,
16,
16,
18,
18,
18,
18,
18,
18,
19,
19,
19,
19,
19,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
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0beb5c5c5db9247d66a5a49cfff7282ead52a9b7
|
#!/usr/bin/env python
import h5py
class HDF5_Parser(object): # noqa: N801
"""
Examples
--------
>>> import h5py
>>> indata = h5py.File('test.hdf5')
>>> dataset = indata.create_dataset("mydataset", (10,), dtype='i')
>>> indata.close()
>>> with open('test.hdf5') as f:
... data = HDF5_Parser().read_file(f)
>>> data['mydataset'][:]
array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int32)
>>> import os
>>> os.remove('test.hdf5')
"""
plugin_name = "hdf5.read"
plugin_descript = "read *.hdf5 (in read mode) files using h5py"
file_regex = "*.hdf5"
def read_file(self, file_obj, **kwargs):
return h5py.File(file_obj.name, mode="r")
|
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93d4c6b6aef827d6746afc684c32a9cf1d0229e4
|
# 가위, 바위, 보 게임
# 컴퓨터 가위, 바위, 보 리스트에서 랜덤하게 뽑기 위해 random 함수 호출
import random
# 컴퓨터 가위, 바위, 보 리스트
list_b = ["가위", "바위", "보"]
# 이긴횟수, 진 횟수 카운팅 하기 위한 변수
person_win_count = 0
person_lose_count = 0
while person_win_count < 4 or person_lose_count < 4:
# 가위, 바위, 보 입력 받기
player = input("가위, 바위, 보 중 어떤 것을 낼래요? ")
if player != "가위" and player != "바위" and player != "보":
player = input("다시 입력해 주세요.(예: 가위, 바위, 보)")
# 컴퓨터 가위, 바위, 보 임의 추출
computer = random.choice(list_b)
print("컴퓨터:", computer)
# 사람과 컴퓨터간 가위, 바위, 보 비교 및 카운팅
if player == computer:
print("비겼습니다.")
elif player == "가위":
if computer == "바위":
person_lose_count = person_lose_count + 1
print("컴퓨터가 이겼습니다.")
if computer == "보":
person_win_count = person_win_count + 1
print("당신이 이겼습니다.")
elif player == "바위":
if computer == "가위":
person_win_count = person_win_count + 1
print("당신이 이겼습니다.")
if computer == "보":
person_lose_count = person_lose_count + 1
print("컴퓨터가 이겼습니다.")
elif player == "보":
if computer == "바위":
person_win_count = person_win_count + 1
print("당신이 이겼습니다.")
if computer == "가위":
person_lose_count = person_lose_count + 1
print("컴퓨터가 이겼습니다.")
# 3번 이겼는지, 3번 졌는지 조건비교, 최종결과, 게임종료
if person_win_count == 3:
print("당신이 3번을 이겼습니다.^^; 가위바위보 게임을 종료합니다.")
break
elif person_lose_count == 3:
print("당신이 3번을 졌습니다.-_-; 가위바위보 게임을 종료합니다.")
break
|
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"íķ©ëĭĪëĭ¤",
".\")",
"ĊĠĠĠĠĠĠĠ",
"Ġbreak",
"Ċ"
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43,
44,
45,
46,
49,
52,
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14
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d7d94cfed0b819297069c3434c70359a327403cd
|
from django.contrib import admin
from . import models
admin.site.register(models.Comentario)
# Register your models here.
|
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1097,
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32f9b5c32acbb6411fe6ab99616d8459acfd7c74
|
import os
import pubmed_parser as pp
nlpPath = "/Users/kapmayn/Desktop/nlp"
articlesFolderPath = nlpPath + "/articles"
abstractsFilePath = nlpPath + "/abstracts.txt"
articlesFileNameList = os.listdir(articlesFolderPath)
articlesFileNameList(reverse=True)
resultFile = open(abstractsFilePath, "w")
for fileName in articlesFileNameList:
print(fileName)
dictOut = pp.parse_medline_xml(articlesFolderPath + "/" + fileName)
for item in dictOut:
resultFile.write((item["abstract"] + "\n"))
|
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485,
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222,
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100,
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641,
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115,
2152,
222
] |
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373c102018fdcc5211263304c368c2e8beef3257
|
# -- coding: utf-8 --
from django.conf.urls import url
from myapp.view import views
from myapp.view import story
from myapp.view import img # 添加
from myapp.view import login
from myapp.view import tuling
from myapp.view import utilView
from myapp.view.wechat import wechat_modules
from myapp.view import router
urlpatterns = [
url(r"get_img_api$", router.get_img_api),
url(
r"add_book$",
views.add_book,
),
url(
r"show_books$",
views.show_books,
),
url(r"add_story$", story.add_story),
url(r"show_storys$", story.show_storys),
url(r"add_comment$", story.add_comment),
url(r"show_comments$", story.show_comments),
url(r"uploadImg$", img.uploadImg),
url(r"showImg$", img.showImg),
url(r"uploadImgForUs$", img.uploadImgForUs),
url(r"showImgForUs", img.showImgForUs),
url(r"add_user", login.add_user),
url(r"login", login.login),
url(r"get_username", login.get_username),
url(r"send_register_email", login.send_register_email),
url(r"check_username", login.check_username),
url(r"chat_with_tuling", tuling.chat_with_tuling),
url(r"utilView_getLive2d", utilView.get_live2d),
url(r"utilView_getRandJson", utilView.get_rand_json),
url(r"get_wechat", wechat_modules.on_get),
url(r"", login.other_request),
]
|
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8,
9,
8,
10,
11,
14,
15,
19,
22,
8,
14,
15,
18,
19,
23,
24,
4,
7,
4,
8,
9,
8,
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11,
15,
16,
21,
24,
8,
14,
15,
19,
20,
25,
26,
4,
7,
4,
8,
9,
10,
11,
14,
15,
20,
23,
29,
30,
33,
34,
39,
41,
4,
8,
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11,
16,
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25,
27,
33,
34,
39,
40,
48,
50,
4,
8,
9,
10,
11,
15,
16,
20,
21,
22,
24,
27,
29,
31,
33,
36,
37,
41,
42,
46,
47,
48,
50,
53,
55,
4,
8,
9,
10,
11,
15,
19,
20,
23,
27,
28,
29,
31,
36,
40,
41,
44,
45,
49,
50,
51,
53,
4,
8,
9,
10,
11,
15,
19,
20,
23,
27,
31,
33,
38,
42,
43,
46,
47,
51,
52,
56,
58,
4,
8,
9,
10,
11,
14,
15,
21,
23,
26,
30,
31,
38,
39,
41,
42,
45,
47,
4,
8,
9,
10,
13,
19,
20,
25,
26,
33,
35,
1,
2
] |
622b388beb56eba85bbb08510c2bcea55f23da9a
|
data = " Ramya , Deepa,LIRIL ,amma, dad, Kiran, 12321 , Suresh, Jayesh, Ramesh,Balu"
lst = data.split(",")
for name in lst:
name = name.strip().upper()
rname = name[::-1]
if name == rname:
print(name)
girlsdata = "Tanvi,Dhatri,Haadya,Deepthi,Deepa,Ramya"
# Name which start with DEE get those name
print("-" * 20)
names = girlsdata.split(",")
for name in names:
name = name.upper()
if "D" in name:
print(name)
|
[
624,
299,
332,
40860,
9491,
1737,
14795,
102,
49,
43232,
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1737,
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19211,
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365,
303,
434,
332,
73,
39,
347,
655,
63,
310,
1489,
45,
444,
46,
222
] |
[
"data",
"Ġ=",
"Ġ\"",
"ĠRam",
"ya",
"Ġ,",
"ĠDeep",
"a",
",",
"LIR",
"IL",
"Ġ,",
"amma",
",",
"Ġd",
"ad",
",",
"ĠK",
"iran",
",",
"Ġ",
"1",
"2",
"3",
"2",
"1",
"Ġ,",
"ĠSure",
"sh",
",",
"ĠJ",
"ay",
"esh",
",",
"ĠR",
"ame",
"sh",
",",
"Bal",
"u",
"\"",
"Ċ",
"Ċ",
"lst",
"Ġ=",
"Ġdata",
".",
"split",
"(\",\")",
"Ċ",
"Ċ",
"for",
"Ġname",
"Ġin",
"Ġlst",
":",
"ĊĠĠĠ",
"Ġname",
"Ġ=",
"Ġname",
".",
"strip",
"().",
"upper",
"()",
"ĊĠĠĠ",
"Ġr",
"name",
"Ġ=",
"Ġname",
"[",
"::-",
"1",
"]",
"ĊĠĠĠ",
"Ġif",
"Ġname",
"Ġ==",
"Ġr",
"name",
":",
"ĊĠĠĠĠĠĠĠ",
"Ġprint",
"(",
"name",
")",
"Ċ",
"Ċ",
"gir",
"ls",
"data",
"Ġ=",
"Ġ\"",
"Tan",
"vi",
",",
"D",
"hat",
"ri",
",",
"H",
"aad",
"ya",
",",
"Deep",
"thi",
",",
"Deep",
"a",
",",
"Ram",
"ya",
"\"",
"Ċ",
"#",
"ĠName",
"Ġwhich",
"Ġstart",
"Ġwith",
"ĠDE",
"E",
"Ġget",
"Ġthose",
"Ġname",
"Ċ",
"print",
"(\"-",
"\"",
"Ġ*",
"Ġ",
"2",
"0",
")",
"Ċ",
"names",
"Ġ=",
"Ġgir",
"ls",
"data",
".",
"split",
"(\",\")",
"Ċ",
"for",
"Ġname",
"Ġin",
"Ġnames",
":",
"ĊĠĠĠ",
"Ġname",
"Ġ=",
"Ġname",
".",
"upper",
"()",
"ĊĠĠĠ",
"Ġif",
"Ġ\"",
"D",
"\"",
"Ġin",
"Ġname",
":",
"ĊĠĠĠĠĠĠĠ",
"Ġprint",
"(",
"name",
")",
"Ċ"
] |
[
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
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1,
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1,
1,
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1,
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1,
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17,
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17,
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18,
18,
18,
18,
18
] |
[
1,
5,
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13,
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56,
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66,
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80,
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85,
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1,
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6,
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1,
1,
4,
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19,
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8,
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] |
f3167d8f1a806c38fb10672605d8e94265d2fc9c
|
from database import db
from database import ma
from datetime import datetime
from sqlalchemy import ForeignKeyConstraint
from models.admin import Admin, admin_limited_schema
from models.event_status import EventStatus, event_status_schema
from models.org_unit import org_unit_schema
class Event(db.Model):
# class corresponding to the event table in the database
__tablename__ = "event"
__table_args__ = (
ForeignKeyConstraint(["status_id"], ["event_status.id"]),
ForeignKeyConstraint(["org_id"], ["org_unit.id"]),
ForeignKeyConstraint(["created_by"], ["admin.id"]),
)
id = db.Column(db.Integer, primary_key=True)
name = db.Column(db.String(45), nullable=False)
venue = db.Column(db.String(45), nullable=False)
location_lat = db.Column(db.Float, nullable=False)
location_long = db.Column(db.Float, nullable=False)
date_created = db.Column(db.DateTime, nullable=False, default=datetime.now)
start_time = db.Column(db.DateTime, nullable=False)
duration = db.Column(db.Float, nullable=False)
coordinator_name = db.Column(db.String(45), nullable=False)
coordinator_contact = db.Column(db.Integer, nullable=False)
status_id = db.Column(db.Integer, nullable=False)
org_id = db.Column(db.Integer, nullable=False)
created_by = db.Column(db.Integer, nullable=False)
description = db.Column(db.String(500), nullable=False)
def __init__(
self,
name,
venue,
location_lat,
location_long,
start_time,
duration,
coordinator_name,
coordinator_contact,
status_id,
org_id,
created_by,
description,
):
self.name = name
self.venue = venue
self.location_lat = location_lat
self.location_long = location_long
self.start_time = start_time
self.duration = duration
self.coordinator_name = coordinator_name
self.coordinator_contact = coordinator_contact
self.status_id = status_id
self.org_id = org_id
self.created_by = created_by
self.description = description
class EventSchema(ma.Schema):
class Meta:
fields = (
"id",
"name",
"venue",
"location_lat",
"location_long",
"date_created",
"start_time",
"duration",
"coordinator_name",
"coordinator_contact",
"status_id",
"org_id",
"description",
)
# init schema
event_schema = EventSchema()
events_schema = EventSchema(many=True)
class EventFullInfoSchema(ma.Schema):
event = ma.Nested(event_schema)
admin = ma.Nested(admin_limited_schema)
status = ma.Nested(event_status_schema)
org_unit = ma.Nested(org_unit_schema)
event_with_full_schema = EventFullInfoSchema()
events_with_full_schema = EventFullInfoSchema(many=True)
|
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7,
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10,
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11,
11,
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13,
13,
13,
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14,
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14,
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14,
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14,
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15,
15,
15,
15,
15,
15,
15,
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18,
18,
18,
18,
18,
18,
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18,
18,
18,
18,
18,
18,
18,
18,
18,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
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21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
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22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
27,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
28,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
29,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
30,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
33,
33,
33,
33,
33,
34,
34,
34,
35,
35,
35,
36,
36,
36,
36,
37,
37,
37,
37,
37,
38,
38,
38,
38,
38,
39,
39,
39,
39,
39,
40,
40,
40,
41,
41,
41,
41,
41,
41,
42,
42,
42,
42,
42,
42,
43,
43,
43,
43,
43,
44,
44,
44,
44,
44,
45,
45,
45,
45,
45,
46,
46,
46,
47,
47,
48,
48,
48,
48,
48,
48,
49,
49,
49,
49,
49,
49,
49,
50,
50,
50,
50,
50,
50,
50,
50,
50,
50,
51,
51,
51,
51,
51,
51,
51,
51,
51,
51,
52,
52,
52,
52,
52,
52,
52,
52,
52,
52,
53,
53,
53,
53,
53,
53,
54,
54,
54,
54,
54,
54,
54,
54,
54,
54,
54,
55,
55,
55,
55,
55,
55,
55,
55,
55,
55,
55,
56,
56,
56,
56,
56,
56,
56,
56,
56,
56,
57,
57,
57,
57,
57,
57,
57,
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a26cab29f0777764f014eeff13745be60e55b62d
|
import requests
# try make the request
try:
r = requests.get("http://skitter.com")
print(r) # see the results
# catch a failue
except (requests.ConnectionError, requests.Timeout) as x:
pass
|
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222
] |
[
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[
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[
1,
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] |
de77edaccdaada785f41828135ad2da4ae2b403e
|
from django.db import models
from django.contrib.auth.models import User
from django.db.models.signals import post_save
from django.dispatch import receiver
from django.core.mail import EmailMultiAlternatives
from django.template import loader
from django.conf import settings
from django.contrib.sites.shortcuts import get_current_site
class Blog(models.Model):
user = models.ForeignKey(
User,
on_delete=models.CASCADE,
)
class Post(models.Model):
blog = models.ForeignKey(Blog, on_delete=models.DO_NOTHING)
user = models.ForeignKey(
User,
on_delete=models.CASCADE,
)
header = models.CharField(max_length=50)
text = models.CharField(max_length=2048)
create_date = models.DateTimeField(auto_now=True)
@receiver(post_save, sender=Post)
def send_email(sender, **kwargs):
post = Post.objects.get(id=kwargs.get("instance").id)
template = loader.get_template("post2email.html")
subject = "Post in blog " + post.blog.user.username
context = {
"header": post.header,
"text": post.text,
"id": post.id,
"host": getattr(settings, "MY_DJANGO_URL_PATH", ""),
}
html_content = template.render(context)
msg = EmailMultiAlternatives(subject, "", "", [post.user.email])
msg.attach_alternative(html_content, "text/html")
msg.send()
class ReadPost(models.Model):
user = models.ForeignKey(
User,
on_delete=models.CASCADE,
)
post = models.ForeignKey(Post, on_delete=models.DO_NOTHING)
class Subscription(models.Model):
user = models.ForeignKey(
User,
on_delete=models.CASCADE,
)
blog = models.ForeignKey(Blog, on_delete=models.DO_NOTHING)
|
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c3efaeab600ec9a7a9fffdfad5c9dc1faad8fee7
|
try:
from LoggerPlugin import LoggerPlugin
except ImportError:
from RTOC.LoggerPlugin import LoggerPlugin
from .holdPeak_VC820.vc820py.vc820 import MultimeterMessage
import serial
import sys
import traceback
from PyQt5 import uic
from PyQt5 import QtWidgets
import logging as log
log.basicConfig(level=log.INFO)
logging = log.getLogger(__name__)
devicename = "HoldPeak"
default_device = "COM7"
SERIAL_BAUDRATE = 2400
SERIAL_BYTESIZE = 8
SERIAL_TIMEOUT = 1
SAMPLERATE = 1
class Plugin(LoggerPlugin):
"""
Zeichnet die Messdaten eines HoldPeak VC820 Multimeters auf
"""
def __init__(self, *args, **kwargs):
# Plugin setup
super(Plugin, self).__init__(*args, **kwargs)
self.setDeviceName(devicename)
self.smallGUI = True
self._last_value = 0
self._jump_allowed = True
# Data-logger thread
self.setPerpetualTimer(self._updateT, samplerate=SAMPLERATE)
# self.updater.start()
def __openPort(self, portname=default_device):
# Communication setup
# self.portname = "/dev/ttyUSB0"
# self.portname = "COM7"
self.portname = portname
#################################################################################
# os.system("sudo chmod a+rw /dev/ttyUSB0")
# #######
# uncomment this line if you do not set device rules:
# > sudo nano /etc/udev/rules.d/50-myusb.rules
# > * SUBSYSTEMS=="usb", ATTRS{idVendor}=="067b", ATTRS{idProduct}=="2303", GROUP="users", MODE="0666"
# > [Strg+O, Strg+X]
# > sudo udevadm control --reload
# Ref: http://ask.xmodulo.com/change-usb-device-permission-linux.html
#################################################################################
try:
self._serial_port = serial.Serial(
self.portname,
baudrate=SERIAL_BAUDRATE,
parity="N",
bytesize=SERIAL_BYTESIZE,
timeout=SERIAL_TIMEOUT,
rtscts=1,
dsrdtr=1,
)
# dtr and rts settings required for adapter
self._serial_port.dtr = True
self._serial_port.rts = False
# -------------
return True
except Exception:
tb = traceback.format_exc()
logging.debug(tb)
return False
# THIS IS YOUR THREAD
def _updateT(self):
valid, value, unit = self._get_data()
if unit == "V":
datanames = ["Spannung"]
elif unit == "A":
datanames = ["Strom"]
elif unit == "Ohm":
datanames = ["Widerstand"]
elif unit == "°C":
datanames = ["Temperatur"]
elif unit == "F":
datanames = ["Kapazität"]
elif unit == "Hz":
datanames = ["Frequenz"]
else:
datanames = [unit]
if valid:
if abs(self._last_value - value) >= 2 and not self._jump_allowed:
self._jump_allowed = True
else:
self.stream(y=[value], snames=datanames, unit=unit)
self._jump_allowed = False
self._last_value = value
def loadGUI(self):
self.widget = QtWidgets.QWidget()
packagedir = self.getDir(__file__)
uic.loadUi(packagedir + "/holdPeak_VC820/portSelectWidget.ui", self.widget)
# self.setCallbacks()
self.widget.pushButton.clicked.connect(self.__openPortCallback)
self.__openPortCallback()
return self.widget
def __openPortCallback(self):
if self.run:
self.cancel()
self.widget.pushButton.setText("Verbinden")
else:
port = self.widget.comboBox.currentText()
if self.__openPort(port):
self.start()
self.widget.pushButton.setText("Beenden")
else:
self.cancel()
self.widget.pushButton.setText("Fehler")
def _get_data(self):
test = self._serial_port.read(1)
if len(test) != 1:
logging.error("recieved incomplete data, skipping...", file=sys.stderr)
return False, None, None
if MultimeterMessage.check_first_byte(test[0]):
data = test + self._serial_port.read(MultimeterMessage.MESSAGE_LENGTH - 1)
else:
logging.error("received incorrect data (%s), skipping..." % test.hex(), file=sys.stderr)
return False, None, None
if len(data) != MultimeterMessage.MESSAGE_LENGTH:
logging.error("received incomplete message (%s), skipping..." % data.hex(), file=sys.stderr)
return False, None, None
try:
message = MultimeterMessage(data)
# message.value = message.get_base_reading()
except ValueError as e:
logging.debug(e)
logging.error("Error decoding: %s on message %s" % (str(e), data.hex()))
return False, None, None
# logging.debug(str(message))
# return True, message.value, message.unit
return True, round(message.value * message.multiplier, 10), message.base_unit
if __name__ == "__main__":
standalone = Plugin()
standalone.setup()
|
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32,
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33,
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33,
33,
33,
33,
33,
33,
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33,
33,
33,
34,
34,
34,
34,
34,
34,
34,
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15,
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35,
36,
41,
43,
51,
52,
62,
63,
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66,
68,
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6,
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12,
15,
19,
23,
27,
4,
15,
17,
24,
26,
4,
15,
16,
21,
23
] |
60b5e515c7275bfa0f79e22f54302a578c2f7b79
|
def find_happy_number(num):
slow, fast = num, num
while True:
slow = find_square_sum(slow) # move one step
fast = find_square_sum(find_square_sum(fast)) # move two steps
if slow == fast: # found the cycle
break
return slow == 1 # see if the cycle is stuck on the number '1'
def find_square_sum(num):
_sum = 0
while num > 0:
digit = num % 10
_sum += digit * digit
num //= 10
return _sum
print(find_happy_number(23))
print(find_happy_number(12))
|
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"happy",
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"2",
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] |
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1,
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] |
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] |
af1a6c6009b21962228fbe737f27c22bf9460762
|
from gevent.event import Event
from gevent.queue import Queue
from ping_pong_chat.aio_queue import AGQueue
received_event = Event()
leave_rooms_event = Event()
exit_event = Event()
output_message_queue = AGQueue()
input_message_queue = AGQueue()
matrix_to_aio_queue = AGQueue()
aio_to_matrix_queue = AGQueue()
sync_to_matrix_queue = Queue()
SERVER_URL = "https://transport.transport01.raiden.network"
|
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51,
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54,
51,
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51,
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222
] |
[
"from",
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"0",
"1",
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"\"",
"Ċ"
] |
[
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
3,
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3,
3,
3,
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[
1,
5,
8,
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18,
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43,
44,
45,
47,
51,
52,
59,
60
] |
ed80f5f898548ca012779543051ccff5b34e4fcc
|
from django.shortcuts import render
import requests
from bs4 import BeautifulSoup
import json
from rest_framework.response import Response
from rest_framework.decorators import api_view, authentication_classes, permission_classes
from rest_framework import status
from django.contrib.staticfiles.storage import staticfiles_storage
from user.authentication import TokenAuthentication
from rest_framework.permissions import IsAuthenticated
# Create your views here.
def getdata(url):
data = requests.get(url)
return data.text
def get_json():
file_path = staticfiles_storage.path("coordinates.json")
with open(file_path, "r") as f:
data = json.load(f)
html_doc = getdata("https://www.mygov.in/covid-19")
soup = BeautifulSoup(html_doc, "html.parser")
k = soup.tbody.get_text()
k = (("\n" + k).split("\n\n"))[1:-1]
datarow = {}
for index, item in enumerate(k):
value = item.split("\n")
datarow[value[1].lower()] = {
"coordinates": list(data.values())[index],
"confirmed": value[2],
"active": value[3],
"recovered": value[4],
"deceased": value[5],
}
return datarow
@api_view(["GET"])
@authentication_classes([TokenAuthentication])
@permission_classes([IsAuthenticated])
def get_map_josn(request):
"""
List all code snippets, or create a new snippet.
"""
if request.method == "GET":
data = get_json()
print("Responsed")
return Response(data, status=status.HTTP_200_OK)
@api_view(["GET"])
def coordinates(request):
url = "https://raw.githubusercontent.com/namantam1/indian_coordinated/master/india.json"
resp = requests.get(url)
data = json.loads(resp.text)
return Response(data, status=status.HTTP_200_OK)
|
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53fae0103168f4074ba0645c33e4640fcefdfc96
|
from urllib.error import URLError
from urllib.request import urlopen
from bs4 import BeautifulSoup
import re
import pymysql
import ssl
from pymysql import Error
def decode_page(page_bytes, charsets=("utf-8",)):
"""通过指定的字符集对页面进行解码(不是每个网站都将字符集设置为utf-8)"""
page_html = None
for charset in charsets:
try:
page_html = page_bytes.decode(charset)
break
except UnicodeDecodeError:
pass
# logging.error('Decode:', error)
return page_html
def get_page_html(seed_url, *, retry_times=3, charsets=("utf-8",)):
"""获取页面的HTML代码(通过递归实现指定次数的重试操作)"""
page_html = None
try:
page_html = decode_page(urlopen(seed_url).read(), charsets)
except URLError:
# logging.error('URL:', error)
if retry_times > 0:
return get_page_html(seed_url, retry_times=retry_times - 1, charsets=charsets)
return page_html
def get_matched_parts(page_html, pattern_str, pattern_ignore_case=re.I):
"""从页面中提取需要的部分(通常是链接也可以通过正则表达式进行指定)"""
soup = BeautifulSoup(page_html, "html.parser")
for h1 in soup.find_all("h1"):
return h1.get_text()
def get_link_list(page_html):
soup = BeautifulSoup(page_html, "html.parser")
list = []
for a_link in soup.find_all("a"):
link = a_link["href"]
if ("https://" in link) or ("http://" in link):
list.append(link)
# print(page_html)
# print(list)
return list
def start_crawl(seed_url, match_pattern, *, max_depth=-1):
"""开始执行爬虫程序并对指定的数据进行持久化操作"""
# conn = pymysql.connect(host='localhost', port=3306,
# database='crawler', user='root',
# password='Huhaohao@123', charset='utf8')
conn = pymysql.connect(host="localhost", port=3306, user="root", password="Huhaohao@123", charset="utf8")
with conn.cursor() as cursor:
# cursor.execute("create database crawler if not exists;")
cursor.execute("use crawler")
cursor.execute("CREATE TABLE IF NOT EXISTS tb_result " + "(" + "title TEXT NOT NULL," + "link TEXT NOT NULL" + ")")
try:
with conn.cursor() as cursor:
url_list = [seed_url]
# 通过下面的字典避免重复抓取并控制抓取深度
visited_url_list = {seed_url: 0}
while url_list:
current_url = url_list.pop(0)
depth = visited_url_list[current_url]
if depth != max_depth:
# 尝试用utf-8/gbk/gb2312三种字符集进行页面解码
page_html = get_page_html(current_url, charsets=("utf-8", "gbk", "gb2312"))
links_list = get_link_list(page_html)
param_list = []
for link in links_list:
if link not in visited_url_list:
visited_url_list[link] = depth + 1
page_html = get_page_html(link, charsets=("utf-8", "gbk", "gb2312"))
headings = get_matched_parts(page_html, r"<h1>(.*)<span")
if headings:
param_list.append((headings, link))
cursor.executemany("insert into tb_result(title, link) values(%s, %s)", param_list)
conn.commit()
except Error:
pass
# logging.error('SQL:', error)
finally:
conn.close()
def main():
"""主函数"""
ssl._create_default_https_context = ssl._create_unverified_context
start_crawl("http://sports.sohu.com/nba_a.shtml", r'<a[^>]*href=["\'](.*?)["\']', max_depth=2)
if __name__ == "__main__":
main()
|
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45fcafdd30f890ddf5eaa090152fde2e2da4dbef
|
# 튜플(tuple) - 리스트와 구조가 비슷함
# 변경, 삭제 할 수 없다.
t = ("코스모스", "민들레", "국화")
print(t)
print(t[:2])
print(t[1:])
# del t[0] - 삭제 안됨
# t[2] ="매화" - 수정 안됨
t2 = (1, 2, 3)
t3 = (4,) # 1개 추가하기 (쉼표를 붙임)
print(t2)
print(t3)
print(t2 + t3) # 요소 더하기
|
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73e7e43e9cfb3c0884480809bc03ade687d641d6
|
from os import wait
import cv2
import numpy as np
import math
import sys
import types
import operator
## orb 및 bf matcher 선언
orb = cv2.cv2.ORB_create(
nfeatures=5000,
scaleFactor=1.2,
nlevels=8,
edgeThreshold=31,
firstLevel=0,
WTA_K=2,
scoreType=cv2.ORB_FAST_SCORE,
patchSize=31,
fastThreshold=25,
)
bf = cv2.BFMatcher(cv2.NORM_HAMMING)
def getScale(NumFrame, t_gt, seq_num):
txt_file = open("/media/cordin/새 볼륨/rosbag/dataset/poses/{0:02d}.txt".format(seq_num))
x_prev = float(t_gt[0])
y_prev = float(t_gt[1])
z_prev = float(t_gt[2])
line = txt_file.readlines()
line_sp = line[NumFrame].split(" ")
x = float(line_sp[3])
y = float(line_sp[7])
z = float(line_sp[11])
t_gt[0] = x
t_gt[1] = y
t_gt[2] = z
txt_file.close()
scale = math.sqrt((x - x_prev) ** 2 + (y - y_prev) ** 2 + (z - z_prev) ** 2)
return scale, t_gt
if __name__ == "__main__":
MAX_FRAME = 1000
SEQ_NUM = 2
# Camera intrinsic parameter
focal = 718.8560
pp = (607.1928, 185.2157)
textOrg1 = (10, 30)
textOrg2 = (10, 80)
textOrg3 = (10, 130)
img_1_c = cv2.imread("/media/cordin/새 볼륨/rosbag/dataset/sequences/{0:02d}/image_0/000000.png".format(SEQ_NUM))
img_2_c = cv2.imread("/media/cordin/새 볼륨/rosbag/dataset/sequences/{0:02d}/image_0/000001.png".format(SEQ_NUM))
img_1 = cv2.cvtColor(img_1_c, cv2.COLOR_BGR2GRAY)
img_2 = cv2.cvtColor(img_2_c, cv2.COLOR_BGR2GRAY)
kp1, des1 = orb.detectAndCompute(img_1, None)
kp2, des2 = orb.detectAndCompute(img_2, None)
matches = bf.match(des1, des2)
matches = sorted(matches, key=lambda x: x.distance)
idx = matches[0:1500]
pts1 = []
pts2 = []
for i in idx:
pts1.append(kp1[i.queryIdx].pt)
pts2.append(kp2[i.trainIdx].pt)
pts1 = np.array(pts1)
pts2 = np.array(pts2)
E, mask = cv2.findEssentialMat(pts1, pts2, focal=focal, pp=pp, method=cv2.RANSAC, prob=0.999, threshold=1.0)
_, R_f, t_f, _ = cv2.recoverPose(E, pts1, pts2, focal=focal, pp=pp)
R_f_seg = R_f
t_f_seg = t_f
t_gt = np.zeros((3, 1), dtype=np.float64)
prevImage = img_2
kp_prev = kp2
des_prev = des2
traj = np.zeros((1000, 2000), dtype=np.uint8)
traj = cv2.cvtColor(traj, cv2.COLOR_GRAY2BGR)
rmse_total = 0
for numFrame in range(2, MAX_FRAME):
filename = "/media/cordin/새 볼륨/rosbag/dataset/sequences/{0:02d}/image_0/{1:06d}.png".format(SEQ_NUM, numFrame)
currImage_c = cv2.imread(filename)
currImage = cv2.cvtColor(currImage_c, cv2.COLOR_BGR2GRAY)
# feature extraction
kp_curr, des_curr = orb.detectAndCompute(currImage, None)
# feature matching
matches = bf.match(des_prev, des_curr)
matches = sorted(matches, key=lambda x: x.distance)
idx = matches[0:1500]
pts1 = []
pts2 = []
for i in idx:
pts1.append(kp_prev[i.queryIdx].pt)
pts2.append(kp_curr[i.trainIdx].pt)
pts1 = np.array(pts1)
pts2 = np.array(pts2)
# caculate R, t
E_mat, mask_n = cv2.findEssentialMat(pts2, pts1, focal=focal, pp=pp, method=cv2.RANSAC, prob=0.999, threshold=1.0)
_, R, t, _ = cv2.recoverPose(E_mat, pts2, pts1, focal=focal, pp=pp)
# get scale
abs_scale, t_gt = getScale(numFrame, t_gt, SEQ_NUM)
# update trajectory
t_f = t_f + abs_scale * R_f.dot(t)
R_f = R.dot(R_f)
# caculate Error
error = map(operator.sub, t_gt, t_f)
error_sum_square = sum(map(lambda x: x * x, error))
rmse = math.sqrt(error_sum_square / 3)
rmse_total = rmse_total + rmse
print("rmse = ", rmse_total / numFrame)
prevImage = currImage
kp_prev = kp_curr
des_prev = des_curr
# visualization
x_gt = int(t_gt[0]) + 1000
y_gt = int(t_gt[2]) + 100
x = int(t_f[0]) + 1000
y = int(t_f[2]) + 100
cv2.circle(traj, (x, y), 1, (0, 0, 255), 2)
cv2.circle(traj, (x_gt, y_gt), 1, (0, 255, 0), 2)
cv2.rectangle(traj, (10, 10), (700, 150), (0, 0, 0), -1)
text1 = "orb Coordinates: x = {0:02f}m y = {1:02f}m z = {2:02f}m".format(float(t_f[0]), float(t_f[1]), float(t_f[2]))
cv2.putText(traj, text1, textOrg1, cv2.FONT_HERSHEY_PLAIN, 1, (255, 255, 255), 1, 8)
text3 = "gt Coordinates: x = {0:02f}m y = {1:02f}m z = {2:02f}m".format(float(t_gt[0]), float(t_gt[1]), float(t_gt[2]))
cv2.putText(traj, text3, textOrg3, cv2.FONT_HERSHEY_PLAIN, 1, (255, 255, 255), 1, 8)
feature_img = cv2.drawKeypoints(currImage_c, kp_curr, None)
cv2.imshow("trajectory", traj)
cv2.imshow("feat_img", feature_img)
cv2.waitKey(1)
cv2.imwrite("result_{0:02d}.png".format(SEQ_NUM), traj)
|
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87,
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89,
90,
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8,
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20,
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8,
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31,
33,
38,
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8,
11,
12,
13,
19,
21,
25,
26,
29,
31,
39,
40,
43,
44,
8,
11,
12,
13,
17,
20,
21,
22,
23,
4,
7,
8,
9,
11,
16,
18,
24,
26,
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] |
d9538c030c0225c4255100da70d6bf23f550a64f
|
# -*- coding: utf-8 -*-
##############################################################################
#
# OpenERP, Open Source Management Solution
# Copyright (C) 2011 NovaPoint Group LLC (<http://www.novapointgroup.com>)
# Copyright (C) 2004-2010 OpenERP SA (<http://www.openerp.com>)
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU 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 General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>
#
##############################################################################
from osv import osv, fields
class SaleOrder(osv.osv):
"""
Sale Order
"""
_inherit = "sale.order"
_columns = {
"coupon_code": fields.char("Promo Coupon Code", size=20),
}
def apply_promotions(self, cursor, user, ids, context=None):
"""
Applies the promotions to the given records
@param cursor: Database Cursor
@param user: ID of User
@param ids: ID of current record.
@param context: Context(no direct use).
"""
promotions_obj = self.pool.get("promos.rules")
for order_id in ids:
promotions_obj.apply_promotions(cursor, user, order_id, context=None)
return True
SaleOrder()
class SaleOrderLine(osv.osv):
"""
Sale Order Line
"""
_inherit = "sale.order.line"
_columns = {"promotion_line": fields.boolean("Promotion Line", help="Indicates if the line was created by promotions")}
SaleOrderLine()
# vim:expandtab:smartindent:tabstop=4:softtabstop=4:shiftwidth=4:
|
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2,
2,
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3,
3,
4,
4,
4,
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4,
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5,
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6,
6,
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6,
6,
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6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
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8,
8,
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8,
8,
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8,
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9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
12,
12,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
15,
15,
15,
15,
15,
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15,
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15,
15,
15,
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15,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
17,
17,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
20,
20,
21,
21,
21,
22,
22,
22,
22,
22,
22,
22,
22,
22,
24,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
26,
26,
27,
27,
27,
28,
28,
30,
30,
30,
30,
30,
30,
30,
30,
30,
32,
32,
32,
32,
32,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
34,
34,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
37,
37,
38,
38,
38,
38,
38,
38,
38,
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4e8a5b0ba13921fb88d5d6371d50e7120ab01265
|
from metricsManager import MetricsManager
def TestDrawGraphs():
manager = MetricsManager()
manager.displayMetricsGraph()
return
def main():
TestDrawGraphs()
if __name__ == "__main__":
main()
|
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f1f708f00e05941c9a18a24b9a7556558583c3c7
|
TRAIN_INPUT_PATH = "~/Projects/competitions/titanic/data/train.csv"
TEST_INPUT_PATH = "~/Projects/competitions/titanic/data/test.csv"
OUTPUT_PATH = "output/"
TRAIN_VAL_SPLIT = 0.75
RANDOM_SEED = 42
MODEL = "LOGISTIC_REGRESSION"
LOG_PATH = "logs/"
|
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911631e96d21bdf22a219007f1bdc04a5e6965dc
|
__author__ = "Administrator"
# 抓取IP的主要逻辑
from urllib import request
import urllib.parse
import logging
from multiprocessing import pool
from time import sleep
import random
from lxml import etree
def getRandomUserAgnet():
user_agents = [
"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36 QIHU 360S"
]
userAgent = random.choice(user_agents)
return userAgent
def getProxies():
proxies = []
for i in range(1, 10):
url = "http://www.xicidaili.com/nn/{0}".format(i)
userAgent = getRandomUserAgnet()
headers = {"User-Agent": userAgent}
opener = urllib.request.build_opener()
opener.addheaders = [headers]
try:
data = opener.open(url, timeout=5).read()
sleep(3)
except Exception as e:
logging.debug(e)
selector = etree.HTML(data)
ip_addr = selector.xpath("//tr[@class='odd']/td[2]/text()")
port = selector.xpath("//tr[@class='odd']/td[3]/text()")
sur_time = selector.xpath("//tr[@class='odd']/td[9]/text()")
ver_time = selector.xpath("//tr[@class='odd']/td[10]/text()")
for j in range(len(ip_addr)):
ip = ip_addr[j] + ":" + port[j]
proxies.append(ip)
return proxies
def verify_ip(currentIp):
tmp_proxies = []
testUrl = "http://www.baidu.com"
userAgent = getRandomUserAgnet()
proxy_support = urllib.request.ProxyHandler({"http": currentIp})
opener = urllib.request.build_opener(proxy_support)
opener.addheaders = [("User-Agent", userAgent)]
urllib.request.install_opener(opener)
try:
res = urllib.request.urlopen(testUrl, timeout=5).read()
if len(res) != 0:
tmp_proxies.append(currentIp)
except urllib.error.URLError as er2:
if hasattr(er2, "code"):
logging.debug("unvalid ipaddress" + currentIp + str(er2.code))
if hasattr(er2, "reason"):
logging.debug("reason is the " + currentIp + str(er2.reason))
except Exception as er:
logging.debug(er)
sleep(2)
return tmp_proxies
if __name__ == "__main__":
getProxies()
|
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2,
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2,
2,
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5,
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7,
7,
7,
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8,
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9,
9,
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12,
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12,
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14,
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22,
22,
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23,
23,
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29,
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29,
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29,
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29,
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30,
30,
30,
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31,
31,
31,
31,
31,
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32,
32,
32,
32,
32,
32,
33,
33,
33,
33,
33,
33,
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33,
33,
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34,
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34,
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34,
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34,
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34,
34,
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34,
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35,
35,
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38,
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39,
39,
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39,
39,
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39,
39,
39,
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39,
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39,
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40,
40,
40,
40,
40,
40,
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41,
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44,
44,
44,
44,
45,
45,
45,
45,
45,
45,
46,
46,
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46,
46,
46,
46,
46,
46,
46,
46,
46,
46,
47,
47,
47,
47,
47,
47,
47,
47,
47,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
48,
49,
49,
49,
49,
49,
49,
49,
49,
49,
49,
49,
49,
49,
49,
49,
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49,
50,
50,
50,
50,
50,
50,
50,
50,
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50,
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52,
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53,
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55,
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55,
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55,
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56,
56,
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56,
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57,
57,
57,
57,
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57,
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57,
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58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
58,
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59,
59,
59,
59,
59,
59,
59,
59,
59,
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60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
60,
61,
61,
61,
61,
61,
61,
62,
62,
62,
62,
62,
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bc890f0f40a7e9c916628d491e473b5ecfa9bb9b
|
from random import random
import numpy as np
class TemperatureSensor:
sensor_type = "temperature"
unit = "celsius"
instance_id = "283h62gsj"
# initialisation
def __init__(self, average_temperature, temperature_variation, min_temperature, max_temperature):
self.average_temperature = average_temperature
self.temperature_variation = temperature_variation
self.min_temperature = min_temperature
self.max_temperature = max_temperature
self.value = 0.0 # initialise current temp value
# sensing
def sense(self):
# self.value = self.value + self.simple_random()
self.value = self.complex_random() + self.noise()
return self.value
# noise
def noise(self):
self.noise_value = np.random.normal(0, 1)
return self.noise_value
# helper function for generating values with min temp as its base
def simple_random(self):
value = self.min_temperature + (random() * (self.max_temperature - self.min_temperature)) # so that it is in the range
return value
def complex_random(self):
value = self.average_temperature * (1 + (self.temperature_variation / 100) * (1 * random() - 1))
value = max(value, self.min_temperature)
value = min(value, self.max_temperature)
return value
# creating instance of sensor
ts = TemperatureSensor(25, 10, 16, 35)
|
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|
def check_ip_or_mask(temp_str):
IPv4_regex = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
temp_list_ip_mask = re.findall(IPv4_regex, temp_str)
binary_temp_list_ip_mask = []
temp_binary_ip_mask = ""
for x in range(len(temp_list_ip_mask)):
split_ip_address = re.split(r"\.", temp_list_ip_mask[x])
for y in range(len(split_ip_address)):
temp_binary_ip_mask += str(bin(int(split_ip_address[y]))[2:].zfill(8))
binary_temp_list_ip_mask.append(temp_binary_ip_mask)
temp_binary_ip_mask = ""
ip_index_list = []
mask_index_list = []
for x in range(2):
if not re.match(r"^[1]+[0]*$", binary_temp_list_ip_mask[x]):
ip_index_list.append(x)
if re.match(r"^[1]+[0]*$", binary_temp_list_ip_mask[x]):
mask_index_list.append(x)
if len(ip_index_list) == 1 and len(mask_index_list) == 1:
ipv4 = temp_list_ip_mask[int(ip_index_list[0])]
net_mask = temp_list_ip_mask[int(mask_index_list[0])]
else:
if (binary_temp_list_ip_mask[0].count("1")) < (binary_temp_list_ip_mask[0].count("1")):
ipv4 = temp_list_ip_mask[0]
net_mask = temp_list_ip_mask[1]
else:
ipv4 = temp_list_ip_mask[1]
net_mask = temp_list_ip_mask[0]
return "IPv4: " + ipv4 + "\n" + "Net mask: " + net_mask
|
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0528d7761cbbf3dbe881ff05b81060f3d97e7f6c
|
import collections
import copy
import threading
import typing as tp
from ..decorators.decorators import wraps
from ..typing import K, V, T
class Monitor:
"""
Base utility class for creating monitors (the synchronization thingies!)
These are NOT re-entrant!
Use it like that:
>>> class MyProtectedObject(Monitor):
>>> def __init__(self, *args, **kwargs):
>>> Monitor.__init__(self)
>>> ... do your job ..
>>> @Monitor.synchronized
>>> def function_that_needs_mutual_exclusion(self):
>>> .. do your threadsafe jobs ..
>>> def function_that_partially_needs_protection(self):
>>> .. do your jobs ..
>>> with Monitor.acquire(self):
>>> .. do your threadsafe jobs ..
>>> .. do your jobs ..
>>> with self:
>>> .. do your threadsafe jobs ..
"""
def __enter__(self) -> "Monitor":
self._monitor_lock.acquire()
return self
def __exit__(self, exc_type, exc_val, exc_tb) -> bool:
self._monitor_lock.release()
return False
def __init__(self):
"""You need to invoke this at your constructor
You can also use it to release locks of other objects."""
self._monitor_lock = threading.Lock() # type: threading.Lock
@staticmethod
def synchronize_on_attribute(attr_name: str):
"""
When a Monitor is an attribute of a class, and you have a method instance
that you would like secure by acquiring that monitor, use this.
The first argument taken by that method instance must be self.
:param attr_name: name of the attribute that is the monitor
"""
def outer(fun):
@wraps(fun)
def method(self, *args, **kwargs):
# noinspection PyProtectedMember
with getattr(self, attr_name)._monitor_lock:
return fun(self, *args, **kwargs)
return method
return outer
@staticmethod
def synchronized(fun: tp.Callable) -> tp.Callable:
"""
This is a decorator. Class method decorated with that will lock the
global lock of given instance, making it threadsafe. Depending on
usage pattern of your class and it's data semantics, your performance
may vary
"""
@wraps(fun)
def monitored(*args, **kwargs):
# noinspection PyProtectedMember
with args[0]._monitor_lock:
return fun(*args, **kwargs)
return monitored
class release:
"""
Returns a context manager object that can release another object
as long as that object is a monitor.
Consider foo, which is a monitor. You have a protected function,
but you feel that you can release it for a while as it would
improve parallelism. You can use it as such:
>>> @Monitor.synchronized
>>> def protected_function(self):
>>> .. do some stuff that needs mutual exclusion ..
>>> with Monitor.release(self):
>>> .. do some I/O that does not need mutual exclusion ..
>>> .. back to protected stuff ..
"""
__slots__ = ("foo",)
def __init__(self, foo: "Monitor"):
self.foo = foo
def __enter__(self) -> None:
# noinspection PyProtectedMember
self.foo._monitor_lock.release()
def __exit__(self, e1, e2, e3) -> bool:
# noinspection PyProtectedMember
self.foo._monitor_lock.acquire()
return False
class acquire:
"""
Returns a context manager object that can lock another object,
as long as that object is a monitor.
Consider foo, which is a monitor. If you needed to lock it from
outside, you would do:
>>> with Monitor.acquire(foo):
>>> .. do operations on foo that need mutual exclusion ..
"""
__slots__ = ("foo",)
def __init__(self, foo: "Monitor"):
self.foo = foo
def __enter__(self) -> None:
# noinspection PyProtectedMember
self.foo._monitor_lock.acquire()
def __exit__(self, e1, e2, e3) -> bool:
# noinspection PyProtectedMember
self.foo._monitor_lock.release()
return False
@classmethod
def synchronize_on(cls, monitor: "Monitor") -> tp.Callable[[tp.Callable], tp.Callable]:
"""
A decorator for locking on non-self Monitor objects
Use it like:
>>> class MasterClass(Monitor):
>>> def get_object(self):
>>> class SlaveClass:
>>> @Monitor.synchronize_on(self)
>>> def get_object(self2):
>>> ...
>>> return SlaveClass
"""
def outer(fun):
@wraps(fun)
def inner(*args, **kwargs):
with cls.acquire(monitor):
return fun(*args, **kwargs)
return inner
return outer
class RMonitor(Monitor):
"""
Monitor, but using an reentrant lock instead of a normal one
"""
def __init__(self):
self._monitor_lock = threading.RLock() # type: threading.RLock
class MonitorList(tp.Generic[T], collections.UserList, Monitor):
"""
A list that is also a monitor.
Note that access to it's properties is not automatically synchronized, you got to
invoke the monitor to implement an opportunistic locking of your own choice
"""
def __init__(self, *args):
collections.UserList.__init__(self, *args)
Monitor.__init__(self)
def __copy__(self) -> "MonitorList":
return MonitorList(copy.copy(self.data))
def __deepcopy__(self, memo) -> "MonitorList":
return MonitorList(copy.deepcopy(self.data, memo=memo))
def __getitem__(self, item: tp.Union[slice, int]) -> T:
return self.data[item]
def __setitem__(self, key: int, value: T) -> None:
self.data[key] = value
def __delitem__(self, key: tp.Union[slice, int]) -> None:
del self.data[key]
class MonitorDict(tp.Generic[K, V], collections.UserDict, Monitor):
"""
A dict that is also a monitor.
Note that access to it's properties is not automatically synchronized, you got to
invoke the monitor to implement an opportunistic locking of your own choice
"""
def __init__(self, *args, **kwargs):
collections.UserDict.__init__(self, *args, **kwargs)
Monitor.__init__(self)
def __getitem__(self, item: K) -> V:
return self.data[item]
def __setitem__(self, key: K, value: V) -> None:
self.data[key] = value
def __delitem__(self, key: K) -> None:
del self.data[key]
def __copy__(self) -> "MonitorDict":
return MonitorDict(copy.copy(self.data))
def __deepcopy__(self, memo) -> "MonitorDict":
return MonitorDict(copy.deepcopy(self.data, memo=memo))
class MonitorSet(set, Monitor):
"""
A set that allows atomic insert-if-not-already-there operation
"""
def __init__(self, *args):
super().__init__(*args)
Monitor.__init__(self)
def insert_and_check(self, item) -> bool:
"""
Perform an atomic insert if not already in set
:param item: item to insert
:return: whether the item was successfully inserted
"""
with Monitor.acquire(self):
if item in self:
return False
self.add(item)
return True
|
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8c336edddadbf4689721b474c254ded061ecf4b5
|
from . import scramsha1, scrammer
|
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"Ġsc",
"ram",
"sha",
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] |
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1,
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0fb288e3ab074e021ec726d71cbd5c8546a8455b
|
import shutil
import tempfile
import salt.runners.net as net
from tests.support.mixins import LoaderModuleMockMixin
from tests.support.mock import MagicMock
from tests.support.runtests import RUNTIME_VARS
from tests.support.unit import TestCase, skipIf
@skipIf(not net.HAS_NAPALM, "napalm module required for this test")
class NetTest(TestCase, LoaderModuleMockMixin):
"""
Test the net runner
"""
def setup_loader_modules(self):
mock_get = MagicMock(return_value={})
self.extmods_dir = tempfile.mkdtemp(dir=RUNTIME_VARS.TMP)
self.addCleanup(shutil.rmtree, self.extmods_dir, ignore_errors=True)
return {
net: {
"__opts__": {
"optimization_order": [0, 1, 2],
"renderer": "yaml",
"renderer_blacklist": [],
"renderer_whitelist": [],
"extension_modules": self.extmods_dir,
},
"__salt__": {"mine.get": mock_get},
}
}
def test_interfaces(self):
ret = net.interfaces()
self.assertEqual(None, ret)
def test_findarp(self):
ret = net.findarp()
self.assertEqual(None, ret)
def test_findmac(self):
ret = net.findmac()
self.assertEqual(None, ret)
def test_lldp(self):
ret = net.lldp()
self.assertEqual(None, ret)
def test_find(self):
ret = net.find("")
self.assertEqual({}, ret)
def test_multi_find(self):
ret = net.multi_find()
self.assertEqual(None, ret)
|
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42,
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22,
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47,
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19,
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24,
28,
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35,
36,
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50,
52,
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8,
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18,
21,
22,
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8,
12,
14,
18,
19,
23,
26,
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8,
13,
14,
25,
26,
30,
31,
35,
36,
4,
8,
13,
14,
18,
21,
22,
26,
28,
8,
12,
14,
18,
19,
23,
26,
28,
8,
13,
14,
25,
26,
30,
31,
35,
36,
4,
8,
13,
14,
16,
18,
19,
23,
25,
8,
12,
14,
18,
19,
21,
23,
25,
8,
13,
14,
25,
26,
30,
31,
35,
36,
4,
8,
13,
14,
18,
19,
23,
25,
8,
12,
14,
18,
19,
23,
27,
8,
13,
14,
25,
29,
33,
34,
4,
8,
13,
14,
19,
20,
24,
25,
29,
31,
8,
12,
14,
18,
19,
24,
25,
29,
31,
8,
13,
14,
25,
26,
30,
31,
35,
36
] |
b12c8d0cb1cd1e48df6246fe3f16467b2db296e0
|
import sys
def dir_slash():
slash = "/"
if "win" in sys.platform:
slash = "\\"
return slash
|
[
485,
5263,
499,
222,
610,
4937,
100,
16226,
2284,
303,
29626,
299,
13198,
303,
434,
332,
4481,
39,
347,
5263,
51,
5146,
63,
310,
29626,
299,
2724,
1508,
303,
461,
29626,
222
] |
[
"import",
"Ġsys",
"ĊĊ",
"Ċ",
"def",
"Ġdir",
"_",
"slash",
"():",
"ĊĠĠĠ",
"Ġslash",
"Ġ=",
"Ġ\"/\"",
"ĊĠĠĠ",
"Ġif",
"Ġ\"",
"win",
"\"",
"Ġin",
"Ġsys",
".",
"platform",
":",
"ĊĠĠĠĠĠĠĠ",
"Ġslash",
"Ġ=",
"Ġ\"\\",
"\\\"",
"ĊĠĠĠ",
"Ġreturn",
"Ġslash",
"Ċ"
] |
[
1,
1,
1,
3,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
8,
8,
8
] |
[
1,
7,
11,
1,
1,
4,
8,
9,
14,
17,
4,
10,
12,
16,
4,
7,
9,
12,
13,
16,
20,
21,
29,
30,
8,
14,
16,
19,
21,
4,
11,
17
] |
a09bc84a14718422894127a519d67dc0c6b13bc9
|
# n = int(input())
# s = input()
n, m = map(int, input().split())
# s, t = input().split()
# n, m, l = map(int, input().split())
# s, t, r = input().split()
# a = map(int, input().split())
# a = input().split()
a = [int(input()) for _ in range(n)]
# a = [input() for _ in range(n)]
# t = input()
# m = int(input())
# p, q = map(int, input().split())
# p, q = input().split()
# p, q, r = map(int, input().split())
# p, q, r = input().split()
# b = map(int, input().split())
# b = input().split()
# b = [int(input()) for _ in range(m)]
# b = [input() for _ in range(m)]
cnt, ans, mx, mn = 0, m, 0, 100000000
for i in range(n - 1):
if a[i + 1] - a[i] < m:
ans += a[i + 1] - a[i]
else:
ans += m
print(ans)
|
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40,
329,
299,
648,
45,
1151,
1177,
222,
40,
328,
299,
1533,
365,
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98,
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63,
310,
12187,
1475,
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96,
110,
494,
244,
54,
98,
449,
331,
96,
110,
98,
303,
832,
63,
310,
12187,
1475,
364,
222,
1243,
45,
711,
46,
222
] |
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"i",
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] |
[
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
8,
8,
8,
8,
8,
8,
8,
8,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
10,
11,
12,
12,
12,
12,
12,
12,
13,
13,
13,
13,
13,
13,
13,
13,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
14,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
16,
17,
17,
17,
17,
17,
17,
17,
17,
17,
17,
17,
17,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
18,
19,
19,
19,
19,
19,
19,
19,
19,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
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21,
21,
21,
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21,
21,
21,
21,
21,
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22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
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22,
22,
22,
22,
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23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
23,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
26,
26,
26,
27,
27,
27,
27,
28,
28,
28,
28,
28
] |
[
1,
2,
4,
6,
10,
11,
16,
19,
1,
2,
4,
6,
12,
14,
1,
2,
3,
5,
7,
11,
12,
15,
16,
22,
25,
30,
33,
1,
2,
4,
5,
7,
9,
15,
18,
23,
25,
1,
2,
4,
5,
7,
8,
10,
12,
16,
17,
20,
21,
27,
30,
35,
38,
1,
2,
4,
5,
7,
8,
10,
12,
18,
21,
26,
28,
1,
2,
4,
6,
10,
11,
14,
15,
21,
24,
29,
32,
1,
2,
4,
6,
12,
15,
20,
22,
1,
2,
4,
6,
9,
10,
15,
18,
22,
24,
27,
33,
34,
35,
37,
1,
2,
4,
6,
8,
13,
15,
19,
21,
24,
30,
31,
32,
34,
1,
1,
2,
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12,
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15,
17,
1,
6,
7,
10,
11
] |
330b843501e0fdaff21cc4eff1ef930d54ab6e8d
|
"""
Temperature Container
"""
class TempHolder:
range_start = 0
range_end = 0
star_count_lst = [0, 0, 0, 0, 0, 0]
counter = 0
def __init__(self, in_range_start, in_range_end):
self.range_start = in_range_start
self.range_end = in_range_end
self.counter = 0
self.star_count_lst = [0, 0, 0, 0, 0, 0]
def is_in_temp_range(self, temp):
if self.range_start <= temp and temp < self.range_end:
return True
else:
return False
def add_rating(self, rating):
if int(rating) == 0:
self.star_count_lst[0] += 1
if int(rating) == 1:
self.star_count_lst[1] += 1
if int(rating) == 2:
self.star_count_lst[2] += 1
if int(rating) == 3:
self.star_count_lst[3] += 1
if int(rating) == 4:
self.star_count_lst[4] += 1
if int(rating) == 5:
self.star_count_lst[5] += 1
self.counter += 1
def __str__(self):
return_str = ""
return_str += "Temp: " + str(self.range_start) + "-" + str(self.range_end) + "\n"
return_str += "Count: " + str(self.counter) + "\n"
if self.star_count_lst[0] == 0:
return_str += "0 Stars: 0.00%\n"
else:
return_str += "0 Stars: " + str(round((self.star_count_lst[0] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[1] == 0:
return_str += "1 Stars: 0.00%\n"
else:
return_str += "1 Stars: " + str(round((self.star_count_lst[1] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[2] == 0:
return_str += "2 Stars: 0.00%\n"
else:
return_str += "2 Stars: " + str(round((self.star_count_lst[2] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[3] == 0:
return_str += "3 Stars: 0.00%\n"
else:
return_str += "3 Stars: " + str(round((self.star_count_lst[3] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[4] == 0:
return_str += "4 Stars: 0.00%\n"
else:
return_str += "4 Stars: " + str(round((self.star_count_lst[4] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[5] == 0:
return_str += "5 Stars: 0.00%\n"
else:
return_str += "5 Stars: " + str(round((self.star_count_lst[5] / (self.counter * 1.0)), 4) * 100) + "%\n"
return return_str
class TempAnalysis:
temp_holder_lst = list()
def __init__(self):
temp_counter = 0
while temp_counter < 110:
self.temp_holder_lst.append(TempHolder(temp_counter, temp_counter + 10))
temp_counter += 10
def add_rating(self, rating, temp):
for temp_holder in self.temp_holder_lst:
if temp_holder.is_in_temp_range(temp):
temp_holder.add_rating(rating)
return True
return False
def __str__(self):
return_str = "Breakdown by Temperature:\n"
return_str += "-------------------------\n"
for temp_holder in self.temp_holder_lst:
return_str += str(temp_holder) + "\n"
return return_str
"""
Temperature Container
"""
class FRSHTTHolder:
frshtt_code = ""
star_count_lst = [0, 0, 0, 0, 0, 0]
counter = 0
def __init__(self, in_frshtt_code):
self.frshtt_code = in_frshtt_code
self.counter = 0
self.star_count_lst = [0, 0, 0, 0, 0, 0]
def is_in_code(self, in_frshtt_code):
if self.frshtt_code == in_frshtt_code:
return True
else:
return False
def add_rating(self, rating):
if int(rating) == 0:
self.star_count_lst[0] += 1
if int(rating) == 1:
self.star_count_lst[1] += 1
if int(rating) == 2:
self.star_count_lst[2] += 1
if int(rating) == 3:
self.star_count_lst[3] += 1
if int(rating) == 4:
self.star_count_lst[4] += 1
if int(rating) == 5:
self.star_count_lst[5] += 1
self.counter += 1
def __str__(self):
return_str = ""
return_str += "Code: " + str(self.frshtt_code) + "\n"
return_str += "Count: " + str(self.counter) + "\n"
if self.star_count_lst[0] == 0:
return_str += "0 Stars: 0.00%\n"
else:
return_str += "0 Stars: " + str(round((self.star_count_lst[0] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[1] == 0:
return_str += "1 Stars: 0.00%\n"
else:
return_str += "1 Stars: " + str(round((self.star_count_lst[1] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[2] == 0:
return_str += "2 Stars: 0.00%\n"
else:
return_str += "2 Stars: " + str(round((self.star_count_lst[2] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[3] == 0:
return_str += "3 Stars: 0.00%\n"
else:
return_str += "3 Stars: " + str(round((self.star_count_lst[3] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[4] == 0:
return_str += "4 Stars: 0.00%\n"
else:
return_str += "4 Stars: " + str(round((self.star_count_lst[4] / (self.counter * 1.0)), 4) * 100) + "%\n"
if self.star_count_lst[5] == 0:
return_str += "5 Stars: 0.00%\n"
else:
return_str += "5 Stars: " + str(round((self.star_count_lst[5] / (self.counter * 1.0)), 4) * 100) + "%\n"
return return_str
class FRSHTTAnalysis:
frshtt_holder_lst = list()
def __init__(self):
# no weather
self.frshtt_holder_lst.append(FRSHTTHolder("000000"))
# rain
self.frshtt_holder_lst.append(FRSHTTHolder("010000"))
# thunder strom
self.frshtt_holder_lst.append(FRSHTTHolder("010010"))
# fog
self.frshtt_holder_lst.append(FRSHTTHolder("100000"))
# snow
self.frshtt_holder_lst.append(FRSHTTHolder("001000"))
# mixed (snow/rain)
self.frshtt_holder_lst.append(FRSHTTHolder("011000"))
# dry thunder
self.frshtt_holder_lst.append(FRSHTTHolder("000010"))
# hail
self.frshtt_holder_lst.append(FRSHTTHolder("000100"))
def add_rating(self, rating, frshtt_code):
for frshtt_holder in self.frshtt_holder_lst:
if frshtt_holder.is_in_code(frshtt_code):
frshtt_holder.add_rating(rating)
return True
return False
def __str__(self):
return_str = "Breakdown by Code:\n"
return_str += "-------------------------\n"
for frshtt_holder in self.frshtt_holder_lst:
return_str += str(frshtt_holder) + "\n"
return return_str
|
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90,
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] |
28d8f9d9b39c40c43a362e57a7907c0a38a6bd05
|
"""
Platformer Game
"""
import arcade
import os
from Toad_arcade import Toad
# Constants
SCREEN_WIDTH = 1920
SCREEN_HEIGHT = 1080
SCREEN_TITLE = "PyToads - Battletoads reimplementation"
# Constants used to scale our sprites from their original size
CHARACTER_SCALING = 1
TILE_SCALING = 0.5
COIN_SCALING = 0.5
MOVEMENT_SPEED = 5
class MyGame(arcade.Window):
"""Main application class."""
def __init__(self, width, height, title):
"""
Initializer
"""
super().__init__(width, height, title)
# Set the working directory (where we expect to find files) to the same
# directory this .py file is in. You can leave this out of your own
# code, but it is needed to easily run the examples using "python -m"
# as mentioned at the top of this program.
file_path = os.path.dirname(os.path.abspath(__file__))
os.chdir(file_path)
""" Set up the game and initialize the variables. """
# Sprite lists
self.player_list = None
# Set up the player
self.score = 0
self.player = None
def setup(self):
self.player_list = arcade.SpriteList()
# Set up the player
self.score = 0
self.player = Toad()
self.player.center_x = SCREEN_WIDTH // 2
self.player.center_y = SCREEN_HEIGHT // 2
# self.player.scale = 0.8
self.player_list.append(self.player)
# Set the background color
arcade.set_background_color(arcade.color.AMAZON)
def on_draw(self):
"""
Render the screen.
"""
# This command has to happen before we start drawing
arcade.start_render()
# Draw all the sprites.
self.player_list.draw()
# Put the text on the screen.
output = f"Score: {self.score}"
arcade.draw_text(output, 10, 20, arcade.color.WHITE, 14)
def on_key_press(self, key, modifiers):
"""
Called whenever a key is pressed.
"""
if key == arcade.key.UP:
self.player.change_y = MOVEMENT_SPEED
elif key == arcade.key.DOWN:
self.player.change_y = -MOVEMENT_SPEED
elif key == arcade.key.LEFT:
self.player.change_x = -MOVEMENT_SPEED
elif key == arcade.key.RIGHT:
self.player.change_x = MOVEMENT_SPEED
def on_key_release(self, key, modifiers):
"""
Called when the user releases a key.
"""
if key == arcade.key.UP or key == arcade.key.DOWN:
self.player.change_y = 0
elif key == arcade.key.LEFT or key == arcade.key.RIGHT:
self.player.change_x = 0
def on_update(self, delta_time):
"""Movement and game logic"""
self.player_list.update()
self.player_list.update_animation()
def main():
"""Main method"""
window = MyGame(SCREEN_WIDTH, SCREEN_HEIGHT, SCREEN_TITLE)
window.setup()
arcade.run()
if __name__ == "__main__":
main()
|
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b51591de921f6e153c1dd478cec7fad42ff4251a
|
from flask import request, Flask
import ldap3
app = Flask(__name__)
@app.route("/normal")
def normal():
"""
A RemoteFlowSource is used directly as DN and search filter
"""
unsafe_dc = request.args["dc"]
unsafe_filter = request.args["username"]
dn = "dc={}".format(unsafe_dc)
search_filter = "(user={})".format(unsafe_filter)
srv = ldap3.Server("ldap://127.0.0.1")
conn = ldap3.Connection(srv, user=dn, auto_bind=True)
conn.search(dn, search_filter)
@app.route("/direct")
def direct():
"""
A RemoteFlowSource is used directly as DN and search filter using a oneline call to .search
"""
unsafe_dc = request.args["dc"]
unsafe_filter = request.args["username"]
dn = "dc={}".format(unsafe_dc)
search_filter = "(user={})".format(unsafe_filter)
srv = ldap3.Server("ldap://127.0.0.1")
conn = ldap3.Connection(srv, user=dn, auto_bind=True).search(dn, search_filter)
# if __name__ == "__main__":
# app.run(debug=True)
|
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555f4e41661ff4cbf4b9d72feab41ca8b7da2d5f
|
# -*- coding: utf-8 -*-
"""
Created on Sun Jan 28 12:54:27 2018
@author: Alex
"""
import numpy as np
def saveListToCSV(filepath, _list):
with open(filepath, "ab") as f:
np.savetxt(f, [_list], delimiter=",", fmt="%f")
|
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81f5753e8d0004244b4ee8e26895cb2b38fbb8b6
|
# coding=utf-8
import shutil
import zipfile
# shutil.copyfile("file03.txt","file05.txt") #拷贝
# shutil.copytree("movie/大陆","电影") #拷贝文件夹
# 忽略不需要拷贝的文件
# shutil.copytree("movie/大陆","电影",ignore=shutil.ignore_patterns("*.txt","*.html"))
# 压缩和解压缩
# shutil.make_archive("电影/压缩","zip","movie/大陆")
z1 = zipfile.ZipFile("a.zip", "w")
z1.write("file05.txt")
z1.write("file03.txt")
z1.close()
# 解压缩
z2 = zipfile.ZipFile("a.zip", "r")
z2.extractall("电影")
z2.close()
|
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ea2e9399a8384600d8457a9de3f263db44dc883d
|
import pandas as pd
# 데이터 로드
train_data = pd.read_csv("./dataset/train_park_daycare.csv")
cctv = pd.read_csv("./dataset/cctv_origin.csv", encoding="EUC-KR")
## 데이터 전처리
# 데이터 추출
cctv = cctv.iloc[1:, :2]
# 구 매핑
gu_dict_num = {
"용산구": 0,
"양천구": 1,
"강동구": 2,
"관악구": 3,
"노원구": 4,
"영등포": 5,
"영등포구": 5,
"마포구": 6,
"서초구": 7,
"성동구": 8,
"금천구": 9,
"도봉구": 10,
"동작구": 11,
"강서구": 12,
"동대문": 13,
"동대문구": 13,
"강북구": 14,
"서대문": 15,
"서대문구": 15,
"광진구": 16,
"구로구": 17,
"성북구": 18,
"강남구": 19,
"종로구": 20,
"중구": 21,
"중랑구": 22,
"송파구": 23,
"은평구": 24,
}
gu_list = []
for i in cctv["구분"]:
gu_list.append(gu_dict_num[i])
cctv["gu"] = gu_list
cctv.drop(["구분"], axis=1, inplace=True)
# 컬럼 이름 변경
cctv = cctv.rename(columns={"총계": "cctv_num"})
# 데이터 타입 변경
cctv["cctv_num"] = cctv["cctv_num"].apply(lambda x: "".join(x.split(",")))
cctv["cctv_num"] = pd.to_numeric(cctv["cctv_num"])
# 조인
new_data = pd.merge(train_data, cctv, on="gu", how="left")
print(new_data.info())
# 저장
new_data.to_csv("./dataset/train_add_cctv.csv", header=True, index=False)
|
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20,
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1,
2,
5,
1,
4,
5,
9,
10,
12,
13,
16,
20,
27,
28,
33,
34,
37,
38,
39,
41,
42,
43,
46,
48,
55,
56,
60,
61,
67,
68,
73,
74
] |
86d42716e05155f9e659b22c42635a8f5b8c4a60
|
import tensorflow as tf
from typing import Optional, Tuple, Union, Callable
_data_augmentation = tf.keras.Sequential(
[
tf.keras.layers.experimental.preprocessing.RandomFlip("horizontal"),
tf.keras.layers.experimental.preprocessing.RandomRotation(0.2),
]
)
def _freeze_model(
model: tf.keras.Model,
freeze: Union[bool, int, float] = False,
):
# Obs:
# When you set layer.trainable = False, the BatchNormalization layer will
# run in inference mode, and will not update its mean and variance statistics
# https://www.tensorflow.org/tutorials/images/transfer_learning#important_note_about_batchnormalization_layers
if isinstance(freeze, int):
freeze_len = freeze
elif isinstance(freeze, float):
freeze_len = int(freeze * len(model.layers))
else: # isinstance(freeze, bool):
if freeze:
freeze_len = len(model.layers)
else:
freeze_len = 0
if freeze_len != len(model.layers):
model.trainable = True
for layer in model.layers[:freeze_len]:
layer.trainable = False
def generate_model(
base_model: tf.keras.Model,
img_shape: Tuple[Optional[int], Optional[int], Optional[int]],
freeze: Union[bool, int, float] = False,
preprocess_input: Optional[Callable] = None,
use_data_augmentation: bool = True,
):
inputs = tf.keras.layers.Input(shape=img_shape)
if use_data_augmentation:
x = _data_augmentation(inputs)
if preprocess_input is not None:
x = preprocess_input(inputs)
x = base_model(x, training=False)
x = tf.keras.layers.GlobalAveragePooling2D()(x)
x = tf.keras.layers.Dropout(0.2)(x)
outputs = tf.keras.layers.Dense(1, activation="sigmoid")(x)
model = tf.keras.Model(inputs, outputs)
_freeze_model(base_model, freeze)
base_learning_rate = 0.0001
model.compile(
optimizer=tf.keras.optimizers.Adam(learning_rate=base_learning_rate),
loss=tf.keras.losses.BinaryCrossentropy(),
metrics=["accuracy"],
)
return model
|
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22,
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40,
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] |
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cac9d84f20a79b115c84ff4fe8cf4640182a42d7
|
"""Those things that are core to tests.
This module provides the most fundamental test entities, which include such
things as:
- Tests
- Suites
- Test states
"""
from __future__ import print_function
__docformat__ = "restructuredtext"
import os
import textwrap
import time
import weakref
import inspect
from cleversheep3.Prog.Aspects import intelliprop
from cleversheep3.Prog.Enum import Enum
from cleversheep3.Test.Tester import Context
from cleversheep3.Test.Tester import Coordinator
from cleversheep3.Test.Tester import options
State = Enum("State")
# Static test states.
NOT_RUN = State("NOT_RUN")
PASS = State("PASS")
FAIL = State("FAIL")
SKIPPED = State("SKIPPED")
BROKEN = State("BROKEN")
DISABLED = State("DISABLED")
BUG = State("BUG")
BUG_PASS = State("BUG_PASS")
TODO = State("TODO")
# Dynamic test states.
SET_UP = State("SET_UP")
TEAR_DOWN = State("TEAR_DOWN")
RUNNING = State("RUNNING")
FINISHED = State("FINISHED") # TODO: To remove!
# Suite specific states.
CHILD_FAIL = State("CHILD_FAIL")
PART_RUN = State("PART_RUN")
# Reason codes. Note that this list is those codes that are only used as
# reasons, some states are also used as reason code.
NONE = State("NONE")
ERROR = State("ERROR")
BAD_SETUP = State("BAD_SETUP")
BAD_SUITE_SETUP = State("BAD_SUITE_SETUP")
EXIT_SUITE = State("EXIT_SUITE")
EXIT_ALL = State("EXIT_ALL")
USER_STOPPED = State("USER_STOPPED")
def dedentLines(lines):
return textwrap.dedent("\n".join(lines)).splitlines()
class TestInfo:
"""Information about a test function.
This class supports the ``@test(...)`` decorator that is used by
cleversheep3 to mark test functions. All such marked functions are given
an attribute called ``cs_test_info``, which is in an instance of this
class.
This is most commonly used in test filter functions, as registered by
`addTestFilter`. When tests are marked using the ``@test`` decorator
they can be given one or more tags and/or flags.
Currently this is little more than a struct, except that it provides
a `__getattr__` that returns ``None`` by default.
"""
def __init__(self, *args, **kwargs):
"""Constructor:
:Parameters:
args
Non-keyword arguments are interpreted by the test framework.
Each argument is a string. The supported forms are:
plat:<platformType>
The test will only be executed if ``<platformType>`` matches
`Sys.Platform.platformType`. For example: ``"plat:windows"``.
kwargs
Any keyword arguments are simply stored as attributes. So, if
you decorate a ``test_x`` with ``test(xyz=123)`` then
``test_x.cs_test_info.xyz`` will be ``123``.
"""
self.reserved_cs_flags = {}
self.cs_flags = {}
self.cs_tags = {}
for arg in args:
if ":" in arg:
name, value = arg.split(":", 1)
self.cs_flags[name] = value
else:
self.cs_flags[arg] = True
for name in kwargs:
if name.startswith("cs_"):
self.reserved_cs_flags[name[3:]] = kwargs[name]
else:
self.cs_tags[name] = kwargs[name]
self.reserved_cs_flags["defined_in_base"] = None
def __getattr__(self, name):
"""Attribute access:
Provides read access to test method tags. For example, if you mark a
test:<py>:
@test(abc="Hello")
Then, if ``info`` is the test's `TestInfo` object, ``info.abc`` will
be ``"Hello"``. If the test does not have ``abc`` set then the result
is ``None``.
"""
if name in self.__dict__:
return self.__dict__.get(name)
return self.cs_tags.get(name, None)
class Result:
"""Full result details for a test."""
def __init__(self, state, reason):
self.state, self.reason = state, reason
@property
def reportCode(self):
if self.reason is NONE:
return self.state
return self.reason
class StepRecord:
"""A single record used to store informmation about the success or
otherwise of a test phase.
A test phase is one of:
- A suite set-up/tear-down.
- A test set-up/tear-down.
- The execution of the test-method itself.
:Ivariables:
result
TODO
reason
TODO
"""
def __init__(self, result=NOT_RUN, reason=NONE, details=None):
self.result, self.reason = result, reason
self.exc = None
self.reported = False
def setResult(self, state, reason=NONE, details=None):
self._state, self._reason = state, reason
self._details = details
# TODO: Just transitional.
@property
def state(self):
return self.result
@property
def hasFailed(self):
return self.result in (FAIL, BAD_SETUP)
def __str__(self):
return "StepRecord: %s/%s" % (self.state, self.reason)
class StepRecordList:
def __init__(self):
self.entries = []
class RunRecord:
"""A set of records containing all information about a single test's run.
This stores multiple `StepRecord` instances. The records are stored in a
dictionary keyed by the following names:
setUp, tearDown, prevTearDown, rn
Each maps to a single `StepRecord`.
suiteSetUp, suiteTearDown, prevSuiteTearDown
Each mapping to a list of `StepRecord` instances, in execution order.
"""
_simpleNames = """setUp tearDown prevTearDown run postCheck""".split()
_listNames = """suiteSetUp suiteTearDown prevSuiteTearDown""".split()
_recordNames = _simpleNames + _listNames
_runTime = None
def __init__(self):
# assert RunRecord._runTime is not None
self.runTime = RunRecord._runTime
self.invalid = False
self._records = {}
self.extraInfo = {}
def __setstate__(self, state):
self.invalid = False
self.__dict__.update(state)
@classmethod
def startNewRun(cls):
cls._runTime = time.time()
@classmethod
def finishRun(cls):
cls._runTime = None
def addStepRecord(self, name):
"""Add a new phase record to this run record.
Adds a new `StepRecord` for a test phase, which must be one of those
defined for a `RunRecord`.
:Parameters:
name
The name for the record. It must be the name of a defined test
phase.
:Return:
The newly added `StepRecord` instance. This will always be a newly
created instance.
"""
assert name in RunRecord._recordNames
record = StepRecord()
if name in RunRecord._simpleNames:
assert name not in self._records
self._records[name] = record
else:
if name not in self._records:
self._records[name] = StepRecordList()
self._records[name].entries.append(record)
return record
def getResult(self, name):
pass
@property
def result(self):
# Is set-up failed then we report that as bad setup.
try:
rec = self._records["setUp"]
except KeyError:
pass
else:
if rec.state is not PASS:
result = Result(BAD_SETUP, BAD_SETUP)
return result
# See if the test was actually executed.
try:
rec = self._records["run"]
except KeyError:
pass
else:
result = Result(rec.state, rec.reason)
return result
# Test was not run, so we need to find out why. A suite set-up
# failure means we consider the test not-run.
for rec in self._records.get("suiteSetUp", []):
if rec.state is not PASS:
return Result(NOT_RUN, BAD_SUITE_SETUP)
try:
rec = self._records["setUp"]
except KeyError:
pass
else:
if rec.state is not PASS:
return Result(NOT_RUN, BAD_SETUP)
return Result(NOT_RUN, NONE)
@property
def state(self):
# If set-up failed then we report that as bad setup.
try:
rec = self._records["setUp"]
except KeyError:
pass
else:
if rec.state is NOT_RUN:
return NOT_RUN
if rec.state not in (PASS, BUG, BUG_PASS):
return BAD_SETUP
# If the test has a 'run' entry then that defines the state.
try:
rec = self._records["run"]
# if rec.state is NOT_RUN:
# return RUNNING
return rec.state
except KeyError:
pass
# Otherwise the state is not-run.
return NOT_RUN
@property
def isRunnable(self):
for name in ("suiteTearDown", "tearDown", "suiteSetUp", "setUp"):
try:
if self._records[name].state not in (PASS, SKIPPED, NOT_RUN):
return True
except KeyError:
pass
return False
@property
def hasRunProblem(self):
for name in ("tearDown", "suiteTearDown", "suiteSetUp", "setUp", "run", "postCheck"):
try:
record = self._records[name]
except KeyError:
continue
if name in ("tearDown", "setUp", "run", "postCheck"):
if record.state not in (PASS, SKIPPED, NOT_RUN, TODO, BUG, BUG_PASS):
return True
else:
for rec in record.entries:
if rec.state not in (PASS, SKIPPED, NOT_RUN, TODO, BUG, BUG_PASS):
return True
return False
@property
def hasFailed(self):
for name in ("suiteSetUp", "setUp", "run"):
try:
record = self._records[name]
except KeyError:
continue
if name in ("setUp", "run"):
if record.state not in (PASS, SKIPPED, NOT_RUN, TODO, BUG, BUG_PASS):
return True
else:
for rec in record.entries:
if rec.state not in (PASS, SKIPPED, NOT_RUN, TODO, BUG, BUG_PASS):
return True
return False
@property
def phaseRecord(self):
"""Get the most recent phaseRecord.
This is used to get the most pertinent record for this test; i.e. the
one that provides the most useful result for the test.
TODO: This is not yet well defined.
"""
for name in ("tearDown", "run", "setUp"):
try:
return name, self._records[name]
except KeyError:
pass
# return None, None
seq = self._records.get("suiteSetUp", None)
if seq is None:
return None, None
for ent in seq.entries:
if ent.hasFailed:
return "suiteSetUp", ent
return "suiteSetUp", seq.entries[0]
def getStepRecord(self, phase):
"""Get the record details for a test run phase."""
ent = self._records.get(phase, None)
if hasattr(ent, "append"): # Yurk!
seq = ent
for ent in seq:
if ent.hasFailed:
return ent
return seq.entries[0]
if hasattr(ent, "entries"): # Double yurk!
seq = ent.entries
for ent in seq:
if ent.hasFailed:
return ent
if seq:
return seq[0]
return
return ent
class TestItem:
"""Base class for `Test` and `Suite` classes."""
def __init__(self, item, uid, parentUid, context, namespace=None):
"""Constructor:
:Parameters:
item
The concrete test item. For a test function/method this is the
function/method itself. For a `ClassSuite` this is the instance and
for a `ModuleSuite` this is the the module instance.
uid
The unique ID for this item, which is a tuple of strings.
parentUid
The unique ID of the parent item or ``None``. Only the root `Suite`
of a test tree has a parent of ``None``.
namespace
A dictionary that provides the containing namespace for the test
item.
"""
self.item = item
self.uid = uid
self.context = context
self.parentUid = parentUid
self.namespace = self._getNamespace(namespace)
self._collection = None
self._running = False
self._marks = {}
self.extraInfo = {}
def setMark(self, mark):
self._marks[mark] = None
def clearMark(self, mark):
if mark in self._marks:
del self._marks[mark]
def isMarked(self, mark):
return mark in self._marks
def setCollection(self, collection):
self._collection = weakref.proxy(collection)
# TODO: To remove.
def setPhase(self, phase):
self._phase = phase
@intelliprop
def state(self):
"""The current state of the test."""
result = self.getResult()
return result.state
def setState(self, state):
if state is PASS:
pass
@intelliprop
def level(self):
"""This item's level in the test tree.
This is the number of ancestors this item has. If zero then this is
the 'root' item.
"""
return len(self.ancestors)
@intelliprop
def parent(self):
"""The parent of this item, which may be ``None``.
If this is ``None`` then this item is the root of a (possibly nested)
suite of tests.
"""
return self._collection.parent(self)
@intelliprop
def ancestors(self):
"""A list of all ancestors for this item.
Each entry is a UID. The first entry is the oldest ancesctor and the
last entry is the immediate parent's UID.
"""
return self._collection.getAncestors(self)
def hasFailingAncestor(self):
"""Check if any ancestor is considered to have failed.
An ancestor suite has failed if, for example, its ``suiteSetup``
failed.
:Return:
``True`` if any ancestors has failed.
"""
parent = self.parent
if parent is None:
return
# TODO: Temporarily disabled.
return
return parent.hasFailed or parent.hasFailingAncestor()
def _getNamespace(self, namespace=None):
return namespace or dict([(n, getattr(self.item, n)) for n in dir(self.item)])
@intelliprop
def rawDoc(self):
"""The raw docstring, no cleaning up performed at all."""
return self.namespace["__doc__"]
@intelliprop
def docLines(self):
"""The docstring as lines.
This is cleaned up to remove leading and trailing blank lines from
the summary and details.
:Return:
A sequence of (non-nul terminated) lines for the docstring. The
summary (if present) is separated from the details by a single
empty line.
"""
summary, description = self._getDocParts()
if description:
return summary + [""] + description
return summary
@intelliprop
def doc(self):
"""The docstring after being cleaned up.
:Return:
The cleaned up docstrinc as a multiline string. Leading and
trailing blank lines are removed and the summary is separated from
any details by a single blakn line. Common leading whitspace is
also removed from each line.
"""
return "\n".join(self.docLines)
def _getDocParts(self):
# Lose leading blank lines.
lines = self.rawDoc.splitlines()
while lines and not lines[0].strip():
lines.pop(0)
# All lines up to next blank line are the summary.
summary = []
while lines and lines[0].strip():
summary.append(lines.pop(0))
# Strip leading and trailing blank lines from the remaining details.
while lines and not lines[0].strip():
lines.pop(0)
while lines and not lines[-1].strip():
lines.pop()
# Dedent the summary and details before returning them.
summary = summary[:1] + dedentLines(summary[1:])
details = dedentLines(lines)
return summary, details
@property
def summary(self):
summary, description = self._getDocParts()
return " ".join(summary)
@property
def details(self):
summary, description = self._getDocParts()
return description
@property
def sourcesUnderTest(self):
sources = []
for p in self.namespace.get("sources_under_test", []):
if not os.path.isabs(p):
p = os.path.abspath(os.path.join(self.dirname, p))
sources.append(p)
p = self.parent
if p is not None:
sources.extend(p.sourcesUnderTest)
return sources
@property
def klass(self):
return None
@property
def path(self):
p = self.namespace.get("__file__", None)
if p is None:
return self.parent.path
if p.endswith(".pyc"):
p = p[:-1]
return p
@property
def dirname(self):
f = self.path
if f:
return os.path.dirname(f)
@property
def isBug(self):
return False
class Test(TestItem):
typeName = "Test"
isSuite = False
amNull = False
def __init__(self, *args, **kwargs):
super(Test, self).__init__(*args, **kwargs)
self._runHistory = []
self.stopAll = False
if self.func:
self.func.cs_test_info.test = weakref.proxy(self)
def getHistory(self):
return self._runHistory
def dumpHist(self):
return self._runHistory[-1].dump()
def startNewRun(self):
rec = RunRecord()
self._runHistory.append(rec)
def abortRun(self):
self._runHistory.pop()
def addStepRecord(self, name):
runRecord = self._runHistory[-1]
return runRecord.addStepRecord(name)
@property
def postCheck(self):
return self.parent.postCheck
@intelliprop
def hasFailed(self):
"""Check if this test has properly failed.
:Return:
``True`` if the test has failed to run for any reason.
"""
record = self.getRunRecord().getRecord("run")
return record.state is FAIL
@property
def klass(self):
return self.parent.klass
@property
def funcName(self):
return self.item.__name__
@property
def func(self):
return self.item
@property
def info(self):
return self.func.cs_test_info
@property
def isBroken(self):
if not hasattr(self, "info"):
raise PropertyError("%r has no attribute %r" % (self.__class__.__name__, "info"))
flag = self.info.reserved_cs_flags.get("broken", None)
if flag is None:
flag = self.info.cs_flags.get("broken", False) # deprecated
return flag
@property
def isTodo(self):
if not hasattr(self, "info"):
raise PropertyError("%r has no attribute %r" % (self.__class__.__name__, "info"))
return self.info.cs_flags.get("todo", False)
@property
def isBug(self):
if not hasattr(self, "info"):
raise PropertyError("%r has no attribute %r" % (self.__class__.__name__, "info"))
flag = self.info.reserved_cs_flags.get("bug", None)
if flag is None:
flag = self.info.cs_flags.get("bug", False) # deprecated
return flag
@property
def shouldFork(self):
if not hasattr(self, "info"):
raise PropertyError("%r has no attribute %r" % (self.__class__.__name__, "info"))
if self.info.reserved_cs_flags.get("fork", False):
return True
parent = self.parent
try:
return parent.suite.cs_attrs.fork_all
except AttributeError:
return False
@property
def testID(self):
return self.info.cs_tags.get("testID", None)
@property
def title(self):
return self.info.cs_flags.get("title", None)
@property
def isRunnable(self):
# if self.isBroken and not options.no_disabled:
# return False
if self.parent.exited:
return False
return True
@property
def state(self):
rec = self.runRecord
if rec:
return rec.state
return NOT_RUN
@property
def result(self):
rec = self.runRecord
if rec:
return rec.result
return NOT_RUN
@property
def hasRunProblem(self):
rec = self.runRecord
if rec:
return rec.hasRunProblem
return False
@property
def hasFailed(self):
rec = self.runRecord
if rec:
return rec.hasFailed
return False
def addRunRecord(self, record):
self._runHistory.append(record)
if len(self._runHistory) > 5:
self._runHistory[:] = self._runHistory[-5:]
@property
def runRecord(self):
"""The XXX TODO"""
if self._runHistory:
for rec in reversed(self._runHistory):
if not rec.invalid:
return rec
# TODO: Should now be StepRecord.
@property
def phaseRecord(self):
"""The XXX TODO"""
if not self._runHistory:
return None, None
return self._runHistory[-1].phaseRecord
def getStepRecord(self, phase):
return self._runHistory[-1].getStepRecord(phase)
def getTestProcedure(self):
return self._collection.spec.getThing(self)
class NullTest(Test):
amNull = True
def __init__(self):
context = Context.getContext(dirPath=os.getcwd())
super(NullTest, self).__init__(None, None, None, context)
self.number = 0
self.startNewRun()
def startNewRun(self):
rec = RunRecord()
self._runHistory.append(rec)
def abortRun(self):
self._runHistory.pop()
@property
def isBug(self):
return False
def __bool__(self):
return False
class Suite(TestItem):
typeName = "Suite"
isSuite = True
def __init__(self, *args, **kwargs):
self.myDir = kwargs.pop("myDir")
super(Suite, self).__init__(*args, **kwargs)
self.exited = False
self.number = 0
self.skipTests = False
self.entered = False
def reset(self):
self.entered = False
self.skipTests = False
@intelliprop
def children(self):
"""All the direct children of this item."""
tests = [t for t in self._collection if t.parent is self]
suites = [t for t in self._collection.suites if t.parent is self]
return suites + tests
@intelliprop
def tests(self):
"""All the direct test children of this item."""
return [t for t in self._collection if t.parent is self]
@property
def suite(self):
return self.item
@property
def runAfter(self):
"""The _run_after for this source."""
return self.namespace.get("_run_after", [])
@property
def postCheck(self):
return self.namespace.get("postCheck", lambda: None)
@property
def setUp(self):
return self.namespace.get("setUp", lambda: None)
@property
def postSetUp(self):
return self.namespace.get("postSetUp", lambda: None)
@property
def tearDown(self):
return self.namespace.get("tearDown", lambda: None)
@property
def suiteSetUp(self):
return self.namespace.get("suiteSetUp", lambda: None)
@property
def suiteTearDown(self):
return self.namespace.get("suiteTearDown", lambda: None)
def getResult(self, name=None):
runCount = 0
childStates = {}
result = Result(PASS, NONE)
if not self.children:
result.state = NOT_RUN
return result
for c in self.children:
state = c.state
runCount += state is not NOT_RUN
childStates[state] = None
if FAIL in childStates:
result.state = CHILD_FAIL
elif CHILD_FAIL in childStates:
result.state = CHILD_FAIL
elif BAD_SETUP in childStates:
result.state = CHILD_FAIL
elif PART_RUN in childStates:
result.state = PART_RUN
elif NOT_RUN in childStates:
if runCount:
result.state = PART_RUN
else:
result.state = NOT_RUN
return result
@property
def result(self):
return self.getResult()
@property
def state(self):
result = self.getResult()
return result.reportCode
def hasTests(self):
# Deprecated. Only used for old reporter support.
for t in self._collection:
if t.parent is self:
return True
class ModuleSuite(Suite):
pass
class ClassSuite(Suite):
@property
def klass(self):
return self.item.__class__.__name__
def enter_pdb():
"""Enter the python debugger."""
import sys, pdb
sys.stdout, sys.stderr = sys.__stdout__, sys.__stderr__
pdb.set_trace()
|
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1627,
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222,
842,
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63,
303,
1547,
70,
758,
451,
9233,
6663,
1187,
2490,
2645,
331,
4005,
913,
1200,
1441,
51,
465,
1369,
15369,
4632,
548,
3549,
3171,
101,
6947,
51,
906,
9233,
904,
7129,
347,
331,
303,
9575,
1221,
337,
829,
341,
2434,
4492,
63,
465,
14544,
49,
28896,
49,
7329,
43129,
3228,
49,
42522,
310,
11112,
14302,
391,
331,
4005,
548,
3549,
3171,
2565,
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37290,
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634,
4155,
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494,
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4128,
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1686,
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1176,
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1998,
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1967,
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23715,
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7b1c7228c1fc9501ab857cba62a7e073691e75c9
|
"""
@Description:
@Author : HCQ
@Contact_1: 1756260160@qq.com
@Project : pytorch
@File : call_test
@Time : 2022/5/24 下午10:19
@Last Modify Time @Version @Desciption
-------------------- -------- -----------
2022/5/24 下午10:19 1.0 None
"""
class Person:
def __call__(self, name):
print("__call__" + " Hello " + name)
def hello(self, name):
print("hello " + name)
person = Person()
person("hcq") # 直接调用call
person.hello("hcq")
|
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6a7e5a78f516cecf083ca3900bdaaf427bedd497
|
# -*- coding: utf-8 -*-
"""
Created on Tue May 22 15:01:21 2018
@author: Weiyu_Lee
"""
import numpy as np
import pandas as pd
import pickle
import matplotlib.pyplot as plt
from datetime import datetime, timedelta
import config as conf
def get_stock_time_series(data_df, stock_id):
curr_ID_data = data_df.loc[stock_id]
output = np.array(curr_ID_data[0])
for i in range(1, len(curr_ID_data.index)):
output = np.vstack((output, curr_ID_data[i]))
return output
ID_conf = conf.config("feature_conf").config["ID"]
# ETF_ID = ID_conf["ID"]
# ETF_ID_list = ["0050"]
ETF_ID_list = ["0050", "0052", "0053", "0054", "0055", "0056", "0057", "0058", "0059", "006201", "006203", "006204", "006208"]
output_date = {}
for ETF_ID in ETF_ID_list:
Nm_conf = conf.config("feature_conf").config["Nm"]
if Nm_conf["enable"] is True:
Nm_method = Nm_conf["method"]
file_postfix = "_Nm_" + str(Nm_conf["type"][0]) + "_" + Nm_method + "_" + str(94) + "_" + ETF_ID + ".pkl"
else:
file_postfix = "_" + str(94) + ".pkl"
src_file_path = "./Data/all_feature_data" + file_postfix
meta_file_path = "./Data/all_meta_data" + file_postfix
data = pd.read_pickle(src_file_path)
f = open(meta_file_path, "rb")
tasharep_ID = pickle.load(f)
member_ID = pickle.load(f)
Date = pickle.load(f)
feature_list = pickle.load(f)
price_scaler = pickle.load(f)
trade_scaler = pickle.load(f)
f_idx = 59 # MACD
src_time_period = ["20000101", "20180511"]
# eval_time_period = ['20180511', '20180518']
eval_time_period = ["20180402", "20180518"]
eval_time_len = Date.index(eval_time_period[1]) - Date.index(eval_time_period[0]) + 1
total_acc = 0
for day_shift in range(eval_time_len - 5):
eval_start_date = Date.index(eval_time_period[0]) + day_shift
target_start_date = eval_start_date - 21
target_time_period = [Date[target_start_date], Date[eval_start_date]]
next_time_period = [Date[eval_start_date], Date[eval_start_date + 5]]
date_mask = (data.columns > src_time_period[0]) & (data.columns <= src_time_period[1])
src_data = data.iloc[:, date_mask]
date_mask = (data.columns > target_time_period[0]) & (data.columns <= target_time_period[1])
target_data = data.iloc[:, date_mask]
date_mask = (data.columns > next_time_period[0]) & (data.columns <= next_time_period[1])
next_data = data.iloc[:, date_mask]
src_TS = get_stock_time_series(src_data, ETF_ID)
target_TS = get_stock_time_series(target_data, ETF_ID)
next_TS = get_stock_time_series(next_data, ETF_ID)
overall_TS = get_stock_time_series(data, ETF_ID)
target_xcorr = np.correlate(src_TS[:, f_idx], target_TS[:, f_idx], mode="valid")
# next_xcorr = np.correlate(src_TS[:, f_idx], next_TS[:, f_idx], mode='valid')
target_len = len(target_TS)
max_target_xcorr_idx = target_xcorr.argsort()[::-1]
predict_target_idx = max_target_xcorr_idx + target_len
next_len = len(next_TS)
max_next_xcorr_idx = next_xcorr.argsort()[::-1]
# plt.plot(target_xcorr)
# plt.savefig("target_xcorr_{}.png".format(ETF_ID))
# for idx in max_target_xcorr_idx[:10]:
# plt.figure()
# plt.plot(target_TS[:, 84])
# plt.plot(src_TS[max_target_xcorr_idx[idx]:max_target_xcorr_idx[idx]+target_len, 84])
# plt.figure()
# plt.plot(target_xcorr)
# plt.plot(next_xcorr)
top_num = 10
acc = []
label = np.argmax(next_TS[:, -3:], axis=-1)
for idx in max_target_xcorr_idx[:top_num]:
predict = np.argmax(overall_TS[predict_target_idx[idx] : predict_target_idx[idx] + next_len, -3:], axis=-1)
acc.append(sum(label == predict) / next_len)
max_acc_idx = np.argsort(acc)[::-1]
output_xcorr_idx = [max_target_xcorr_idx[acc_idx] for acc_idx in max_acc_idx]
top_num = 3
avg_acc = 0
acc = []
for idx in output_xcorr_idx[:top_num]:
# plt.figure()
# plt.plot(next_TS[:, 84])
# plt.plot(overall_TS[predict_target_idx[idx]:predict_target_idx[idx]+next_len, 84])
# plt.figure()
# plt.plot(overall_TS[predict_target_idx[idx]:predict_target_idx[idx]+next_len, 3])
predict = np.argmax(overall_TS[predict_target_idx[idx] : predict_target_idx[idx] + next_len, -3:], axis=-1)
acc.append(sum(label == predict) / next_len)
avg_acc = avg_acc + acc[-1]
# print("Acc.: [{}]".format(acc[-1]))
print("Avg. Acc.: [{}]".format(avg_acc / top_num))
total_acc = total_acc + avg_acc / top_num
print("[{}] Overall Acc.: [{}]".format(ETF_ID, total_acc / (eval_time_len - 5)))
output_date[ETF_ID] = [Date[i] for i in output_xcorr_idx[:10]]
f = open("./Data/xcorr_date_data.pkl", "wb")
pickle.dump(output_date, f, True)
f.close()
|
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5a33aeffa740a41bd0bd1d80f45796ae37377a4c
|
from django.contrib.postgres.fields import JSONField
from django.db import models
from core.utils.time import get_now
class BaseManager(models.Manager):
"""
Our basic manager is used to order all child models of AbstractLayer
by created time (descending), therefore it creates a LIFO order,
causing the recent ones appear first in results.
"""
use_for_related_fields = True
def get_queryset(self):
super(BaseManager, self).get_queryset().order_by("-created_time")
class AbstractLayer(models.Model):
"""
All basic abstraction is done here.
Also, we'll implement some methods which will simplify the work with models.
"""
# let's configure managers
default_manager = BaseManager
objects = BaseManager
all_objects = models.Manager
# All objects in our database are gonna have time of creation and last updated time.
created_time = models.DateTimeField(default=get_now)
last_updated_time = models.DateTimeField(default=get_now)
@classmethod
def get(cls, *args, **kwargs) -> object or None:
"""
We use our custom get method to avoid errors (like Not Found).
This way we won't have to use try/except for the rest of our codebase (at least for non-existing objects).
:param args:
:param kwargs:
:return: object of model
"""
try:
return cls.objects.get(*args, **kwargs)
except cls.DoesNotExist:
# if objects does not exist, we use None
return None
@classmethod
def filter(cls, *args, **kwargs) -> models.QuerySet:
"""
Just to reduce the model.objects.filter to model.filter
:param args:
:param kwargs:
:return: QuerySet
"""
return cls.objects.filter(*args, **kwargs)
@classmethod
def all(cls):
"""
Shortcut for model.objects.all
"""
return cls.objects.all()
def save(self, *args, **kwargs) -> None:
"""
We won't be using auto_now and auto_add_now for created_time and last_updated_time,
since they might cause unintentional errors in future.
Instead we implement custom save method to update them.
:param args:
:param kwargs:
:return: None
"""
self.last_updated_time = get_now()
super(AbstractLayer, self).save(*args, **kwargs)
@classmethod
def create(cls, *args, **kwargs):
"""
Since we are not using auto fields for created_time,
we will be implementing our custom create method to take care of that.
Also, we reduce model.objects.create to model.create.
:param args:
:param kwargs:
:return: created object
"""
now = get_now()
obj = cls(*args, **kwargs, created_time=now, last_updated_time=now)
obj.save()
return obj
class Meta:
abstract = True
class Country(AbstractLayer):
code = models.CharField(max_length=7, unique=True)
def __str__(self):
return self.code
class Meta:
db_table = "countries"
class City(AbstractLayer):
name = models.CharField(max_length=255)
state = models.CharField(max_length=255)
country = models.ForeignKey(Country, on_delete=models.CASCADE, related_name="cities")
lon = models.CharField(max_length=31)
lat = models.CharField(max_length=31)
def __str__(self):
return self.name
class Meta:
db_table = "cities"
class Forecast(AbstractLayer):
city = models.ForeignKey(City, on_delete=models.CASCADE, related_name="forecasts")
detailed_status = models.CharField(max_length=1023, blank=True, null=True)
data = JSONField(blank=True, null=True, help_text="Whole JSON data representing the forecast details")
time = models.DateTimeField()
class Meta:
db_table = "forecasts"
|
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] |
5cfd7744f98c80483cb4dd318c17a7cd83ed3ae3
|
"""
Given an array of integers, 1 ≤ a[i] ≤ n (n = size of array), some elements appear twice and others appear once.
Find all the elements that appear twice in this array.
Could you do it without extra space and in O(n) runtime?
Example:
Input:
[4,3,2,7,8,2,3,1]
Output:
[2,3]
"""
# O(n) TC and SC
class Solution:
def findDuplicates(self, nums: List[int]) -> List[int]:
cnt = {}
for num in nums:
cnt[num] = cnt.get(num, 0) + 1
res = []
for k, v in cnt.items():
if v > 1:
res.append(k)
return res
# O(n) TC and O(1) SC
class Solution:
def findDuplicates(self, nums: List[int]) -> List[int]:
res = []
for num in nums:
if nums[abs(num) - 1] < 0:
res.append(abs(num))
else:
nums[abs(num) - 1] *= -1
return res
|
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38,
38,
38,
38,
39,
39,
39,
39,
39,
39,
39,
39,
39,
40,
40,
40,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
41,
43,
43,
43
] |
[
1,
4,
1,
6,
9,
15,
18,
27,
28,
29,
30,
31,
32,
34,
35,
36,
37,
38,
39,
41,
43,
44,
46,
51,
54,
60,
62,
67,
76,
83,
89,
93,
100,
107,
112,
113,
1,
5,
9,
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27,
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40,
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1,
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1,
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1,
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1,
1,
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4,
5,
6,
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1,
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4,
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6,
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21,
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25,
28,
29,
31,
32,
33,
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36,
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38,
39,
16,
20,
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27,
28,
31,
32,
35,
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16,
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22,
25,
26,
29,
30,
32,
33,
34,
35,
38,
40,
41,
8,
15,
19
] |
cfa862988edf9d70aa5e975cca58b4e61a4de847
|
"""
USAGE:
o install in develop mode: navigate to the folder containing this file,
and type 'python setup.py develop --user'.
(ommit '--user' if you want to install for
all users)
"""
from setuptools import setup
setup(
name="gromacsplotter",
version="0.1",
description="Read xvg files created with gromacs for plotting with matplotlib",
url="",
author="Ilyas Kuhlemann",
author_email="ilyasp.ku@gmail.com",
license="MIT",
packages=["gromacsplotter"],
scripts=[],
install_requires=["numpy", "matplotlib"],
entry_points={"console_scripts": ["gromacsplotter = gromacsplotter.plot_xvg_data:main"]},
zip_safe=False,
)
|
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3012,
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391,
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49,
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480,
847,
349,
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4721,
51,
997,
10245,
790,
514,
2503,
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327,
437,
930,
11418,
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63,
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1465,
855,
303,
8617,
100,
4779,
66,
2737,
49,
222,
46,
222
] |
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4,
4,
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4,
4,
4,
4,
4,
5,
5,
5,
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5,
5,
5,
5,
5,
5,
5,
5,
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6,
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20,
20,
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21,
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22,
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22,
22,
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22,
22,
22,
22,
22,
22,
23,
23,
23,
23,
23,
23,
23,
24,
24
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[
1,
4,
1,
6,
7,
3,
5,
13,
16,
24,
29,
30,
39,
42,
46,
53,
64,
69,
74,
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30,
34,
39,
41,
47,
53,
54,
56,
64,
67,
71,
73,
30,
32,
34,
37,
41,
45,
46,
49,
53,
58,
61,
69,
73,
31,
35,
41,
42,
1,
4,
1,
1,
5,
16,
23,
29,
1,
1,
6,
7,
4,
9,
11,
12,
15,
17,
19,
22,
25,
27,
4,
12,
14,
15,
16,
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18,
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32,
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4,
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13,
14,
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18,
20,
22,
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28,
30,
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11,
12,
17,
19,
22,
25,
26,
28,
29,
34,
35,
38,
40,
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12,
14,
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19,
4,
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16,
17,
20,
22,
24,
27,
30,
33,
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12,
16,
4,
12,
13,
21,
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31,
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10,
11,
17,
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27,
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19,
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7b9660bba6fcb8c725251971f3733a1cc915c0e7
|
"""
Rectangles: Compute overlapping region of two rectangles.
Point(x: number, y: number): Cartesian coordinate pair
Rect(ll: Point, ur: Point): A rectangle defined by lower left
and upper right coordinates
Rect.overlaps(other: Rect) -> boolean: True if non-empty overlap
Rect.intersect(other: Rect) -> Rect:
region of intersection if non-empty,
or empty Rect from 0,0 to 0,0 if not Rect.overlaps(other)
CIS 211 Project 1
Author: Noah Tigner
UO email: nzt@uoregon.edu
"""
import numbers
import logging
logging.basicConfig()
log = logging.getLogger(__name__)
log.setLevel(logging.INFO)
# To turn on debugging output, change the above to
# log.setLevel(logging.DEBUG)
class Point(object):
"""A point is an ordered pair, (x,y)"""
def __init__(self, x, y):
assert isinstance(x, numbers.Number)
assert isinstance(y, numbers.Number)
self.x = x
self.y = y
log.debug("Created Point {}".format(repr(self)))
def __repr__(self):
return "Point({},{})".format(self.x, self.y)
def __str__(self):
return "({}, {})".format(self.x, self.y)
def __eq__(self, other):
assert isinstance(other, Point)
return self.x == other.x and self.y == other.y
class Rect(object):
"""A rectangle identified by its lower left
and upper right corners.
"""
def __init__(self, ll, ur):
"""Initialize rectangle with ll and ur as corners."""
log.debug("Rect from ll {}, ur {}".format(repr(ll), repr(ur)))
# Ensure ll really is lower left and ur really is upper right
self.ll = Point(min(ll.x, ur.x), min(ll.y, ur.y))
log.debug("ll will be {}".format(self.ll))
self.ur = Point(max(ll.x, ur.x), max(ll.y, ur.y))
log.debug("ur will be {}".format(self.ur))
log.debug("Created rect {}".format(repr(self)))
def __repr__(self):
return "Rect({},{})".format(self.ll, self.ur)
def __str__(self):
return "Rect({},{})".format(self.ll, self.ur)
def __eq__(self, other):
assert isinstance(other, Rect)
return self.ll == other.ll and self.ur == other.ur
def overlaps(self, other):
"""r1.overlaps(r2) if there is an area of positive
size within r1 and also within r2. "Of positive size"
means that touching at a corner or along an edge is
not enough ... the area of overlap must be positive.
"""
if self.ll.x >= other.ur.x:
return False
if self.ll.y >= other.ur.y:
return False
if self.ur.x <= other.ll.x:
return False
if self.ur.y <= other.ll.y:
return False
return True
def intersect(self, other):
"""Region of overlap, or (0,0),(0,0) if none"""
if self.overlaps(other):
return Rect(
Point(max(self.ll.x, other.ll.x), max(self.ll.y, other.ll.y)),
Point(min(self.ur.x, other.ur.x), min(self.ur.y, other.ur.y)),
)
else:
return Rect(Point(0, 0), Point(0, 0))
|
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1,
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2,
2,
2,
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2,
2,
2,
2,
2,
2,
2,
3,
3,
3,
3,
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3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
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4,
4,
4,
4,
4,
4,
4,
4,
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f25351a3cb7bf583152baa8e7ec47b0f2161cb9c
|
# Copyright 2014 The crabapple Authors. All rights reserved.
# Use of this source code is governed by a BSD-style
# license that can be found in the LICENSE file.
import abc
class Notifier(object):
__metaclass__ = abc.ABCMeta
def __init__(self):
pass
@abc.abstractmethod
def config(self, kwargs):
pass
@abc.abstractmethod
def send(self, msg):
pass
|
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"Ċ"
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d0eb6ea2e816ac59ae93684edb38ff3a49909633
|
def usage_list(self):
print("Available modules")
print("=================")
for module in sorted(self.list()):
if "module" not in self.mods[module]:
self.import_module(module)
if not self.mods[module]["module"].__doc__:
continue
text = self.mods[module]["module"].__doc__.strip("\n ")
text = text.split("\n")
if len(text) > 2:
if text[1].startswith("="):
text[1] = "=" * (14 + len(text[1]))
text = "\n".join(text)
print(("\n%-12s: %s" % (module, text)))
|
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f3329962004a4454c04327da56d8dd1d0f1d45e7
|
import csv
import datetime
import json
import re
import requests
import os
r = requests.get("https://www.hithit.com/cs/project/4067/volebni-kalkulacka-on-steroids")
path = os.path.dirname(os.path.realpath(__file__)) + "/"
if r.status_code == 200:
text = r.text
pattern = "Přispěvatel"
m = re.search(pattern, text)
pattern2 = "<strong>([0-9]{1,})"
m2 = re.search(pattern2, text[m.start() :])
pattern3 = 'currency " >([0-9]{1,})'
m3 = re.search(pattern3, text.replace(" ", ""))
with open(path + "data.json", "w") as fdata:
json.dump({"date": datetime.datetime.now().isoformat(), "amount": m3.group(1), "supporters": m2.group(1)}, fdata)
|
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315,
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] |
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21,
21,
21,
21,
21,
21
] |
[
1,
7,
11,
1,
7,
16,
1,
7,
12,
1,
7,
10,
1,
7,
16,
1,
7,
10,
1,
1,
2,
4,
13,
14,
17,
19,
24,
27,
30,
31,
32,
35,
37,
38,
41,
42,
44,
45,
52,
53,
54,
55,
56,
57,
58,
60,
62,
63,
65,
66,
67,
70,
72,
75,
76,
77,
79,
80,
84,
88,
90,
1,
1,
5,
7,
10,
11,
15,
16,
23,
24,
26,
27,
31,
32,
40,
43,
47,
51,
53,
57,
1,
1,
3,
5,
6,
12,
13,
17,
20,
21,
22,
23,
24,
25,
4,
9,
11,
13,
14,
18,
4,
12,
14,
16,
17,
18,
21,
22,
23,
26,
27,
28,
4,
6,
8,
11,
12,
18,
19,
26,
27,
32,
33,
4,
12,
13,
15,
18,
24,
26,
27,
28,
29,
30,
32,
33,
34,
37,
4,
6,
7,
9,
12,
13,
19,
20,
27,
28,
29,
34,
35,
36,
37,
42,
44,
46,
48,
4,
12,
13,
15,
17,
25,
27,
29,
31,
32,
33,
34,
36,
37,
38,
40,
41,
4,
6,
7,
9,
12,
13,
19,
20,
27,
28,
29,
34,
35,
42,
45,
49,
52,
57,
4,
9,
14,
15,
19,
21,
23,
27,
28,
32,
34,
36,
37,
39,
42,
44,
48,
49,
8,
13,
14,
18,
21,
25,
27,
36,
37,
45,
46,
49,
52,
55,
61,
64,
66,
72,
74,
76,
77,
78,
83,
84,
85,
87,
89,
96,
99,
101,
103,
104,
105,
110,
111,
112,
115,
117,
121,
122
] |
2c505f3f1dfdefae8edbea0916873229bcda901f
|
from flask import Blueprint
class NestableBlueprint(Blueprint):
def register_blueprint(self, blueprint, **options):
def deferred(state):
# state.url_prefix => 自己url前缀 + blueprint.url_prefix => /v3/api/cmdb/
url_prefix = (state.url_prefix or "") + (options.get("url_prefix", blueprint.url_prefix) or "")
if "url_prefix" in options:
del options["url_prefix"]
# app.register_blueprint(blueprint, '/v3/api/cmdb/')
state.app.register_blueprint(blueprint, url_prefix=url_prefix, **options)
self.record(deferred)
|
[
1097,
18958,
1220,
34660,
499,
222,
842,
508,
464,
463,
17604,
45,
17604,
731,
303,
684,
3923,
100,
27309,
45,
803,
49,
47020,
49,
1137,
2200,
731,
310,
684,
18328,
45,
1311,
731,
343,
607,
1621,
51,
983,
100,
4271,
551,
244,
15672,
983,
5625,
38732,
494,
47020,
51,
983,
100,
4271,
551,
536,
123,
56,
52,
1256,
52,
3530,
103,
52,
343,
2001,
100,
4271,
299,
327,
1311,
51,
983,
100,
4271,
575,
7756,
494,
327,
2200,
51,
390,
459,
983,
100,
4271,
411,
47020,
51,
983,
100,
4271,
46,
575,
7756,
343,
434,
332,
983,
100,
4271,
39,
347,
2089,
63,
419,
3579,
2089,
1388,
983,
100,
4271,
1465,
343,
607,
1142,
51,
3334,
100,
27309,
45,
27309,
49,
3079,
123,
56,
52,
1256,
52,
3530,
103,
25947,
343,
1621,
51,
745,
51,
3334,
100,
27309,
45,
27309,
49,
2001,
100,
4271,
66,
983,
100,
4271,
49,
1137,
2200,
46,
603,
649,
51,
4155,
45,
30571,
46,
222
] |
[
"from",
"Ġflask",
"Ġimport",
"ĠBlueprint",
"ĊĊ",
"Ċ",
"class",
"ĠN",
"est",
"able",
"Blueprint",
"(",
"Blueprint",
"):",
"ĊĠĠĠ",
"Ġdef",
"Ġregister",
"_",
"blueprint",
"(",
"self",
",",
"Ġblueprint",
",",
"Ġ**",
"options",
"):",
"ĊĠĠĠĠĠĠĠ",
"Ġdef",
"Ġdeferred",
"(",
"state",
"):",
"ĊĠĠĠĠĠĠĠĠĠĠĠ",
"Ġ#",
"Ġstate",
".",
"url",
"_",
"prefix",
"Ġ=>",
"Ġ",
"èĩªå·±",
"url",
"åīį",
"ç¼Ģ",
"Ġ+",
"Ġblueprint",
".",
"url",
"_",
"prefix",
"Ġ=>",
"Ġ/",
"v",
"3",
"/",
"api",
"/",
"cmd",
"b",
"/",
"ĊĠĠĠĠĠĠĠĠĠĠĠ",
"Ġurl",
"_",
"prefix",
"Ġ=",
"Ġ(",
"state",
".",
"url",
"_",
"prefix",
"Ġor",
"Ġ\"\")",
"Ġ+",
"Ġ(",
"options",
".",
"get",
"(\"",
"url",
"_",
"prefix",
"\",",
"Ġblueprint",
".",
"url",
"_",
"prefix",
")",
"Ġor",
"Ġ\"\")",
"ĊĠĠĠĠĠĠĠĠĠĠĠ",
"Ġif",
"Ġ\"",
"url",
"_",
"prefix",
"\"",
"Ġin",
"Ġoptions",
":",
"ĊĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ",
"Ġdel",
"Ġoptions",
"[\"",
"url",
"_",
"prefix",
"\"]",
"ĊĠĠĠĠĠĠĠĠĠĠĠ",
"Ġ#",
"Ġapp",
".",
"register",
"_",
"blueprint",
"(",
"blueprint",
",",
"Ġ'/",
"v",
"3",
"/",
"api",
"/",
"cmd",
"b",
"/')",
"ĊĠĠĠĠĠĠĠĠĠĠĠ",
"Ġstate",
".",
"app",
".",
"register",
"_",
"blueprint",
"(",
"blueprint",
",",
"Ġurl",
"_",
"prefix",
"=",
"url",
"_",
"prefix",
",",
"Ġ**",
"options",
")",
"ĊĊĠĠĠĠĠĠĠ",
"Ġself",
".",
"record",
"(",
"deferred",
")",
"Ċ"
] |
[
1,
1,
1,
1,
1,
3,
4,
4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
7,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
8,
9,
9,
9,
9,
9,
9,
9,
9,
9,
9,
10,
10,
10,
10,
10,
10,
10,
10,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
11,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
12,
14,
14,
14,
14,
14,
14,
14
] |
[
1,
5,
11,
18,
28,
1,
1,
6,
8,
11,
15,
24,
25,
34,
36,
4,
8,
17,
18,
27,
28,
32,
33,
43,
44,
47,
54,
56,
8,
12,
21,
22,
27,
29,
12,
14,
20,
21,
24,
25,
31,
34,
35,
37,
40,
41,
42,
44,
54,
55,
58,
59,
65,
68,
70,
71,
72,
73,
76,
77,
80,
81,
82,
12,
16,
17,
23,
25,
27,
32,
33,
36,
37,
43,
46,
50,
52,
54,
61,
62,
65,
67,
70,
71,
77,
79,
89,
90,
93,
94,
100,
101,
104,
108,
12,
15,
17,
20,
21,
27,
28,
31,
39,
40,
16,
20,
28,
30,
33,
34,
40,
42,
12,
14,
18,
19,
27,
28,
37,
38,
47,
48,
51,
52,
53,
54,
57,
58,
61,
62,
65,
12,
18,
19,
22,
23,
31,
32,
41,
42,
51,
52,
56,
57,
63,
64,
67,
68,
74,
75,
78,
85,
86,
8,
13,
14,
20,
21,
29,
30
] |
5721786b61cf8706b1d401a46d06f2d32153df8b
|
n = int(input("enter the number\n"))
sum = 0
for i in range(1, n - 1):
rem = n % i
if rem == 0:
sum = sum + i
if sum == n:
print("the number is perfect")
else:
print("not prime")
|
[
115,
299,
648,
45,
1151,
459,
1422,
341,
1470,
97,
115,
2152,
222,
1055,
299,
244,
53,
222,
999,
613,
347,
2189,
45,
54,
49,
329,
449,
244,
54,
731,
303,
5396,
299,
329,
925,
613,
303,
434,
5396,
630,
244,
53,
63,
310,
3668,
299,
3668,
494,
613,
222,
344,
3668,
630,
329,
63,
303,
1489,
459,
1402,
1470,
458,
17246,
678,
222,
728,
63,
303,
1489,
459,
1226,
16852,
678,
222
] |
[
"n",
"Ġ=",
"Ġint",
"(",
"input",
"(\"",
"enter",
"Ġthe",
"Ġnumber",
"\\",
"n",
"\"))",
"Ċ",
"sum",
"Ġ=",
"Ġ",
"0",
"Ċ",
"for",
"Ġi",
"Ġin",
"Ġrange",
"(",
"1",
",",
"Ġn",
"Ġ-",
"Ġ",
"1",
"):",
"ĊĠĠĠ",
"Ġrem",
"Ġ=",
"Ġn",
"Ġ%",
"Ġi",
"ĊĠĠĠ",
"Ġif",
"Ġrem",
"Ġ==",
"Ġ",
"0",
":",
"ĊĠĠĠĠĠĠĠ",
"Ġsum",
"Ġ=",
"Ġsum",
"Ġ+",
"Ġi",
"Ċ",
"if",
"Ġsum",
"Ġ==",
"Ġn",
":",
"ĊĠĠĠ",
"Ġprint",
"(\"",
"the",
"Ġnumber",
"Ġis",
"Ġperfect",
"\")",
"Ċ",
"else",
":",
"ĊĠĠĠ",
"Ġprint",
"(\"",
"not",
"Ġprime",
"\")",
"Ċ"
] |
[
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
1,
2,
2,
2,
2,
2,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
3,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
6,
6,
6,
6,
6,
6,
7,
7,
7,
7,
7,
7,
8,
8,
8,
8,
8,
8,
8,
8,
9,
9,
9,
10,
10,
10,
10,
10,
10
] |
[
1,
2,
4,
8,
9,
14,
16,
21,
25,
32,
33,
34,
37,
1,
4,
6,
7,
8,
1,
4,
6,
9,
15,
16,
17,
18,
20,
22,
23,
24,
26,
4,
8,
10,
12,
14,
16,
4,
7,
11,
14,
15,
16,
17,
8,
12,
14,
18,
20,
22,
1,
3,
7,
10,
12,
13,
4,
10,
12,
15,
22,
25,
33,
35,
1,
5,
6,
4,
10,
12,
15,
21,
23
] |
24f87bd6aab0ff65cf2153e27df31122818ad0ac
|
import unittest
from Spreadsheet.HTML import Table
class TestColGroup(unittest.TestCase):
def test_colgroup(self):
return
data = [
["a", "b", "c"],
[1, 2, 3],
[4, 5, 6],
]
gen = Table({"data": data, "colgroup": {"span": 3, "width": 100}, "attr_sort": 1})
self.assertEqual(
'<table><colgroup span="3" width="100" /><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>',
gen.generate(),
"colgroup present from generate()",
)
self.assertEqual(
'<table><colgroup span="3" width="100" /><thead><tr><th>a</th><th>b</th><th>c</th></tr></thead><tfoot><tr><td>4</td><td>5</td><td>6</td></tr></tfoot><tbody><tr><td>1</td><td>2</td><td>3</td></tr></tbody></table>',
gen.generate({"tgroups": 2}),
"colgroup present from generate() with tgroups",
)
self.assertEqual(
"<table><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>",
gen.generate({"colgroup": None}),
"colgroup can be overriden",
)
self.assertEqual(
"<table><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>",
gen.generate({"colgroup": 1}),
"colgroup yields no-op if scalar",
)
self.assertEqual(
'<table><colgroup color="red" span="1" /><colgroup color="blue" span="2" /><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>',
gen.generate({"colgroup": [{"span": 1, "color": "red"}, {"span": 2, "color": "blue"}]}),
"can specify multiple colgroups",
)
def test_col(self):
return
data = [
["a", "b", "c"],
[1, 2, 3],
[4, 5, 6],
]
gen = Table({"data": data, "colgroup": {"span": 3, "width": 100}, "attr_sort": 1})
self.assertEqual(
'<table><colgroup span="3" width="100"><col /></colgroup><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>',
gen.generate({"col": {}}),
"colgroup wraps col",
)
self.assertEqual(
'<table><colgroup span="3" width="100"><col /><col /><col /></colgroup><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>',
gen.generate({"col": [{}, {}, {}]}),
"colgroup wraps multiple cols",
)
self.assertEqual(
"<table><colgroup><col /></colgroup><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>",
gen.generate({"colgroup": None, "col": {}}),
"colgroup can be overriden when col is present too",
)
gen = Table({"data": data, "col": [{}, {}, {}]})
self.assertEqual(
"<table><colgroup><col /><col /><col /></colgroup><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>",
gen.generate({"colgroup": {}}),
"multiple cols against single colgroup",
)
self.assertEqual(
"<table><colgroup /><colgroup /><colgroup /><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>",
gen.generate({"col": None, "colgroup": [{}, {}, {}]}),
"no cols against multiple colgroups",
)
self.assertEqual(
"<table><colgroup><col /><col /><col /></colgroup><colgroup><col /><col /><col /></colgroup><colgroup><col /><col /><col /></colgroup><tr><th>a</th><th>b</th><th>c</th></tr><tr><td>1</td><td>2</td><td>3</td></tr><tr><td>4</td><td>5</td><td>6</td></tr></table>",
gen.generate({"colgroup": [{}, {}, {}]}),
"multiple cols against multiple colgroups",
)
if __name__ == "__main__":
unittest.main()
|
[
485,
15790,
222,
1097,
5034,
18597,
51,
4438,
1220,
5565,
499,
222,
842,
2128,
889,
1582,
45,
18959,
51,
7246,
731,
303,
684,
913,
100,
19531,
45,
803,
731,
310,
461,
603,
727,
299,
447,
343,
3059,
102,
411,
332,
103,
411,
332,
104,
3461,
343,
447,
54,
49,
244,
55,
49,
244,
56,
636,
343,
447,
57,
49,
244,
58,
49,
244,
59,
636,
310,
1499,
603,
4515,
299,
5565,
15540,
624,
582,
727,
49,
332,
19531,
582,
3479,
681,
582,
244,
56,
49,
332,
1660,
582,
244,
54,
53,
53,
855,
332,
2456,
100,
3349,
582,
244,
54,
1770,
603,
649,
51,
5307,
45,
343,
4161,
1292,
789,
19531,
8115,
366,
56,
39,
1882,
366,
54,
53,
53,
39,
9811,
378,
789,
368,
67,
102,
396,
368,
789,
368,
67,
103,
396,
368,
789,
368,
67,
104,
396,
368,
873,
378,
789,
378,
789,
689,
67,
54,
396,
689,
789,
689,
67,
55,
396,
689,
789,
689,
67,
56,
396,
689,
873,
378,
789,
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31,
31,
31,
31,
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31,
31,
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32,
32,
32,
32,
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32,
32,
32,
32,
33,
33,
35,
35,
35,
35,
35,
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36,
36,
36,
36,
36,
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36,
36,
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36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
36,
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2a0172641c48c47f048bf5e9f1889b29abbb0b7c
|
#!/usr/bin/env python3
# coding=utf8
from __future__ import division, absolute_import, print_function, unicode_literals
import argparse, csv, sys, subprocess, time
NR_THREAD = 20
def shell(cmd):
subprocess.call(cmd, shell=True)
print("Done! {0}.".format(cmd))
start = time.time()
cmd = "mkdir FTRL/tmp -p"
shell(cmd)
cmd = "mkdir FTRL/data -p"
shell(cmd)
# cmd = 'FTRL/ensamble/ensamble.py -s {nr_thread} -f 5 ffmData/Filter100/click_train.ffm ffmData/Filter100/click_test.ffm FTRL/data/click_train_out.txt FTRL/data/click_test_out.txt '.format(nr_thread=NR_THREAD)
# shell(cmd)
cmd = "FTRL/FTRLStarter.py ffmData/filter100/split_train.ffm ffmData/filter100/split_test.ffm FTRL/tmp/split_test_cv.out ffmData/filter100/click_test.ffm FTRL/tmp/click_test_cv.out"
shell(cmd)
cmd = "util/map.py FTRL/tmp/split_test_cv.out data/split_test.csv"
shell(cmd)
print("time used = {0:.0f}".format(time.time() - start))
|
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eab5bf4776582349615ad56ee1ed93bc8f868565
|
from common import *
import serial
CMD_BAUD = chr(129)
BAUD_RATES = [300, 600, 1200, 2400, 4800, 9600, 14400, 19200, 28800, 38400, 57600, 115200]
class Communication(Module):
def __init__(self, parent, port_name, baud_rate):
self.parent = parent
if not isinstance(port_name, str):
raise Exception("Port name must be a string.")
if not isinstance(baud_rate, int):
raise Exception("Baud rate must be an integer.")
if baud_rate not in BAUD_RATES:
raise Exception("%d is not a valid baud rate; check the SCI Specification for acceptable values." % baud_rate)
self.port = serial.Serial(port_name, baud_rate)
def send(self, data):
if not isinstance(data, str):
raise Exception("Data must be a string.")
self.port.write(data)
def receive(self, length):
if not isinstance(length, int):
raise Exception("Receive length must be an integer.")
return self.port.read(length)
_port = None
@property
def port(self):
return self._port
@port.setter
def port(self, value):
self._port = value
|
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abbad57e945d2195021948a0e0838c6bfd9c6a1e
|
# connect4_JayNa.py
# Jay Na
# CS111 Spring 2018
# This file creates a version of the game Connect4, where the user plays against an AI
from graphics import *
import random
class ConnectWindow:
def __init__(self):
self.window = GraphWin("Connect Four", 690, 590)
self.window.setMouseHandler(self.handleClick)
self.startScreen()
self.currentUser = 1
self.limitCounter = 0
def startScreen(self):
"""This function creates the board and intializes the board count for each column"""
# draws blue rectangle as the background
self.background = Rectangle(Point(0, 0), Point(690, 590))
self.background.setFill("blue")
self.background.draw(self.window)
# draws white circles to represent the spots for the game
for i in range(7):
for j in range(6):
self.Circles = Circle(Point(i * 100 + 50, j * 100 + 50), (30))
self.Circles.setFill("white")
self.Circles.draw(self.window)
# draws lines to separate circles in rectangle
for i in range(6):
self.horizLine = Line(Point(0, i * 100 + 100), Point(900, i * 100 + 100))
self.vertLine = Line(Point(100 * i + 100, 0), Point(100 * i + 100, 900))
self.horizLine.draw(self.window)
self.vertLine.draw(self.window)
# initiates counts for each column and creates grid
self.grid = [[], [], [], [], [], [], []]
self.boardCount = [0, 0, 0, 0, 0, 0, 0]
counter = 2
# help from CS Major, Joh Farmer
for x in range(7):
for y in range(6):
self.grid[x].append(counter)
counter += 1
def validClick(self, x):
"""This function checks if there is enough space vertically for move to be valid"""
if self.boardCount[x] >= 6:
print("Invalid Move")
return False
else:
return True
def drawUmove(self):
"""This function prints the pieces onto the board at the given position from the user"""
piece = Circle(Point(self.x * 100 + 50, 600 - (self.y * 100 + 50)), 30)
piece.setFill("red")
piece.draw(self.window)
return
def handleClick(self, point):
"""This function works with the user to add each move into the board count and to the current grid"""
self.newX = point.getX()
self.x = self.newX // 100
self.y = self.boardCount[self.x]
if self.validClick(self.x):
self.boardCount[self.x] += 1
self.limitCounter += 1
self.grid[self.x][self.y] = self.currentUser
if self.isWon() == False:
self.limitCounter += 1
self.computerMove()
self.drawUmove()
def isWon(self):
"""This function checks if there is a winner in the game (True/False) and calls printWinner function"""
# checks to see if there is a winner vertically
for i in range(7):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i][j + 1]
self.square3 = self.grid[i][j + 2]
self.square4 = self.grid[i][j + 3]
if self.square1 == self.square2 and self.square2 == self.square3 and self.square3 == self.square4:
self.printWinner(self.square1)
return True
# checks to see if there is a winner diagonally from lower left to upper right
for i in range(4):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i + 1][j + 1]
self.square3 = self.grid[i + 2][j + 2]
self.square4 = self.grid[i + 3][j + 3]
if self.square1 == self.square2 and self.square2 == self.square3 and self.square3 == self.square4:
self.printWinner(self.square1)
return True
# checks to see if there is a winner diagonally from upper left to lower right
for i in range(3, 7):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i - 1][j + 1]
self.square3 = self.grid[i - 2][j + 2]
self.square4 = self.grid[i - 3][j + 3]
if self.square1 == self.square2 and self.square2 == self.square3 and self.square3 == self.square4:
self.printWinner(self.square1)
return True
# checks to see if there is a winner horizontally
for i in range(4):
for j in range(6):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i + 1][j]
self.square3 = self.grid[i + 2][j]
self.square4 = self.grid[i + 3][j]
if self.square1 == self.square2 and self.square2 == self.square3 and self.square3 == self.square4:
self.printWinner(self.square1)
return True
# checks if board is full without a winner (tie)
if self.limitCounter == 42:
self.printWinner(3)
return True
return False
def printWinner(self, winner):
"""This function prints who the winner is or if it is a tie"""
# if input is 3 from isWon() fxn, game is tied and so "Tie Game!" is printed
if winner == 3:
txt = Text(Point(345, 300), "Tie Game!")
txt.setFill("white")
txt.setSize(35)
txt.draw(self.window)
return
else:
# prints "You Won!" if user wins
if winner == 1:
txt = Text(Point(345, 300), "You Won!")
txt.setFill("white")
txt.setSize(35)
txt.draw(self.window)
return
else:
# prints "Computer Won!" if computer wins
txt = Text(Point(345, 300), "Computer Won!")
txt.setFill("white")
txt.setSize(35)
txt.draw(self.window)
return
def validCmove(self, x, y):
"""This function checks if the computer's move will be valid"""
# checks if '''if it tries to place it higher than the highest piece'''
if self.boardCount[x] > y:
return False
""" if it tries to place below the highest piece"""
if self.boardCount[x] < y:
return False
"""if it tries to place it in a column with 6 pieces already"""
if self.boardCount[x] >= 6:
return False
else:
return True
def drawCmove(self, x, y):
"""This function adds the computer's move to the game board and adds it to the board count"""
piece = Circle(Point((x) * 100 + 50, 600 - ((y) * 100 + 50)), 30)
piece.setFill("yellow")
piece.draw(self.window)
self.boardCount[x] += 1
self.grid[x][y] = -1
return
def computerMove(self):
"""This function computes where the computer will put its next move and calls the drawCmove() fxn to do so.
The computer will add its piece to wherever there are three in a row in either color then looks to see when
there are two in a row. Move will be placed randomly if no pieces are placed in a row"""
# checks if there are three pieces lined up vertically in a row and places its move to win or prevent the win'''
for i in range(7):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i][j + 1]
self.square3 = self.grid[i][j + 2]
if self.square1 == self.square2 and self.square2 == self.square3:
if self.validCmove(i, j + 3):
self.drawCmove(i, j + 3)
return
else:
self.randomMove()
return
# checks if there are three pieces lined up diagonally from lower left to upper right and places its move to win or prevent the win
# help from CS major, Joh Farmer
for i in range(4):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i + 1][j + 1]
self.square3 = self.grid[i + 2][j + 2]
if self.square1 == self.square2 and self.square2 == self.square3:
if self.validCmove(i + 3, j + 3):
self.drawCmove(i + 3, j + 3)
return
if self.validCmove(i - 1, j - 1):
self.drawCmove(i - 1, j - 1)
else:
self.randomMove()
return
# checks if there are three pieces lined up diagonally from lower right to upper left and places its move to win or prevent the win
for i in range(3, 7):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i - 1][j + 1]
self.square3 = self.grid[i - 2][j + 2]
if self.square1 == self.square2 and self.square2 == self.square3:
if self.validCmove(i - 3, j + 3):
self.drawCmove(i - 3, j + 3)
return
if self.validCmove(i + 1, j - 1):
self.drawCmove(i + 1, j - 1)
else:
self.randomMove()
return
# checks if there are three pieces lined up horizontally in a row and places its move to win or prevent the win (either side)'''
for i in range(4):
for j in range(6):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i + 1][j]
self.square3 = self.grid[i + 2][j]
if self.square1 == self.square2 and self.square2 == self.square3:
if self.validCmove(i + 3, j):
self.drawCmove(i + 3, j)
return
if self.validCmove(i - 1, j):
self.drawCmove(i - 1, j)
return
else:
self.randomMove()
return
# checks if there are two in a row diagonally from lower left to upper right and places its move accordingly
for i in range(4):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i + 1][j + 1]
if self.square1 == self.square2:
if self.validCmove(i + 2, j + 2):
self.drawCmove(i + 2, j + 2)
return
if self.validCmove(i - 1, j - 1):
self.drawCmove(i - 1, j - 1)
else:
self.randomMove()
return
# checks if there are two in a row vertically and places its move accordingly
for i in range(7):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i][j + 1]
if self.square1 == self.square2:
if self.validCmove(i, j + 2):
self.drawCmove(i, j + 2)
return
if self.validCmove(i, j - 1):
self.drawCmove(i, j - 1)
return
else:
self.randomMove()
return
# checks if there are two in a row diagonally from lower right to upper left and places its move accordingly
for i in range(3, 7):
for j in range(3):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i - 1][j + 1]
if self.square1 == self.square2:
if self.validCmove(i - 2, j + 2):
self.drawCmove(i - 2, j + 2)
return
if self.validCmove(i + 1, j - 1):
self.drawCmove(i + 1, j - 1)
else:
self.randomMove()
return
# checks if there are two in a row horizontally and places its move accordingly
for i in range(4):
for j in range(6):
self.square1 = self.grid[i][j]
self.square2 = self.grid[i + 1][j]
if self.square1 == self.square2:
if self.validCmove(i + 2, j):
self.drawCmove(i + 2, j)
return
if self.validCmove(i - 1, j):
self.drawCmove(i - 1, j)
return
else:
self.randomMove()
return
# places move randomly if no pieces are being placed in a row
else:
self.randomMove()
def randomMove(self):
"""This function creates a random coordinate for its move, checks if it's valid, then prints the move.
It will continue to run until numbers are valid for current board"""
randY = random.randint(0, 6)
randX = random.randint(0, 7)
if self.validCmove(randY, randX):
self.drawCmove(randY, randX)
return
else:
self.randomMove()
def main():
gameOver = False
connect4 = ConnectWindow()
while gameOver == False:
connect4.window.getMouse()
gameOver = connect4.isWon()
input("Hit enter to quit")
main()
|
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] |
96d5cf948a9b0f622889977e8b26993299bceead
|
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Wed Jul 18 13:37:10 2018
@author: ninja1mmm
"""
import os
import numpy as np
import pandas as pd
from sklearn import preprocessing
def file_name(file_dir):
root_tmp = []
dirs_tmp = []
files_tmp = []
for root, dirs, files in os.walk(file_dir):
root_tmp.append(root)
dirs_tmp.append(dirs)
files_tmp.append(files)
return root_tmp, dirs_tmp, files_tmp
root = "/home/ninja1mmm/Desktop/phm/data"
root_tmp, dirs_tmp, files_tmp = file_name(root)
combined_all = {}
feature_all = pd.DataFrame(
columns=[
"mean",
"std",
"root amplitude",
"rms",
"max",
"skewness",
"kurtosis",
"peak factor",
"margin",
"waveform",
"pulse",
"start_time",
"end_time",
"recipe",
"stage",
"Lot",
]
)
# df_check = pd.DataFrame()
# read the first file to test here
file_tmp = files_tmp[2][0]
# iterate through the files if needed
# for file_tmp in files_tmp[2]:
path_tmp = root_tmp[2] + "/" + file_tmp
df = pd.read_pickle(path_tmp)
# df_tmp = df[df['Lot']==28113]
# if len(df_tmp)>0:
# df_tmp = df_tmp.iloc[0,:]
# df_check = df_check.append(df_tmp)
# ------------------------------------------------------------------------------
# Crucial step
df = df.replace([np.inf, -np.inf], np.nan).dropna()
df = df.reset_index(drop=True)
df_scaler = preprocessing.MinMaxScaler(feature_range=(0, 1))
# ------------------------------------------------------------------------------
lot_list = list(set(df.Lot))
# Check if Lot already existed
for key in lot_list:
if key in combined_all.keys():
print("The Lot %d in %s already existed in %s" % (key, file_tmp, combined_all[key]))
# for tmp in lot_list:
# combined_all[tmp] = file_tmp
# Select and save all the wafer processing cycles
list_tmp = []
lot_last = df.Lot[0]
counter = 0
idx = 0
# Specify the range. Here set to 100000 for the ease of test
for row_tmp in df.index:
lot_tmp = df.iloc[row_tmp, :].Lot
if lot_tmp == lot_last:
list_tmp.append(df.iloc[row_tmp, :])
counter += 1
else:
df_tmp = pd.concat(list_tmp, axis=1)
# lot_last serves as the key, can be changed
# combined_all[lot_last] = df_tmp.T
combined_all[df_tmp.T.time.iloc[-1]] = df_tmp.T
# Calculate mean and save in feature dictionary as an example
# Normalize the data again because for some parameters we need the local (within cycle) feature
feature_tmp = df_tmp.T.iloc[:, 7:] # Not a correct way, because shutter position also need to be excluded
feature_tmp = df_scaler.fit_transform(feature_tmp)
# ------------------------------------------------------------------
# Add features here. Remember to add new columns when initialzing df
t1 = np.mean(feature_tmp)
t2 = np.std(feature_tmp)
t3 = np.mean(np.sqrt(np.abs(feature_tmp))) ** 2
t4 = np.sqrt(np.mean(feature_tmp**2))
t5 = np.max(feature_tmp)
t6 = np.sum((feature_tmp - t1) ** 3) / ((len(feature_tmp) - 1) * (t2**3))
t7 = np.sum((feature_tmp - t1) ** 4) / ((len(feature_tmp) - 1) * (t2**4))
t8 = t5 / t4
t9 = t5 / t3
t10 = t4 / (np.sum(np.abs(feature_tmp)) / len(feature_tmp))
t11 = t5 / (np.sum(np.abs(feature_tmp)) / (len(feature_tmp)))
# Newly added
# First order difference
# ---------------------------------------------------------------------
feature_all.loc[idx, :] = [
t1,
t2,
t3,
t4,
t5,
t6,
t7,
t8,
t9,
t10,
t11,
df_tmp.T.time.iloc[0],
df_tmp.T.time.iloc[-1],
df_tmp.T.recipe.iloc[0],
df_tmp.T.stage.iloc[0],
lot_last,
]
list_tmp = []
idx += 1
counter = 0
lot_last = lot_tmp
print(row_tmp)
# ------------------------------------------------------------------------------
|
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d09984c6e6a0ce82389dbbbade63507e9687355d
|
# Generated by Django 2.2.6 on 2019-12-23 16:38
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
("Pages", "0014_auto_20191223_2032"),
]
operations = [
migrations.AlterField(
model_name="dept",
name="Hospital_id",
field=models.ForeignKey(default="null", on_delete=django.db.models.deletion.CASCADE, to="Pages.Hospital"),
),
]
|
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5d4ef314bb7169f5de4795e5c1aca62a1a060bae
|
from django.db import models
# Login Admin Model
class AdminLoginModel(models.Model):
user_name = models.CharField(max_length=30, unique=True)
password = models.CharField(max_length=16)
# Swiggy Admin State Table
class AdminStateModel(models.Model):
state_id = models.AutoField(primary_key=True)
state_name = models.CharField(max_length=30, unique=True)
def __str__(self):
return self.state_name
# Admin City Table
class AdminCityTable(models.Model):
city_id = models.AutoField(primary_key=True)
city_name = models.CharField(max_length=30, unique=True)
state = models.ForeignKey(AdminStateModel, on_delete=models.CASCADE)
def __str__(self):
return self.city_name
# Admin Area Models for Area Operations
class AdminAreaModel(models.Model):
area_id = models.AutoField(primary_key=True)
area_name = models.CharField(max_length=30, unique=True)
city = models.ForeignKey(AdminCityTable, on_delete=models.CASCADE)
def __str__(self):
return self.area_name
# Admin Restaurant type Model
class AdminRestaurantTypeModel(models.Model):
restaurant_type_id = models.AutoField(primary_key=True)
restaurant_type_name = models.CharField(max_length=30, unique=True)
def __str__(self):
return self.restaurant_type_name
|
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5c5f00084f37837b749e1fbb52a18d515e09ba06
|
import graph as Graph
def BFS(graph: Graph.Graph, start, end):
visited = set()
parent = dict()
parent[start] = None
queue = []
queue.append(start)
visited.add(start)
while queue:
current = queue.pop(0)
if current == end:
break
for v in graph.neighbors(current):
if v not in visited:
queue.append(v)
visited.add(v)
parent[v] = current
return parent
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12,
14,
17,
23,
24,
33,
34,
41,
43,
12,
15,
17,
21,
24,
32,
33,
16,
22,
23,
29,
30,
31,
32,
16,
24,
25,
28,
29,
30,
31,
16,
23,
24,
25,
26,
28,
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4,
11,
18
] |
6b785502e8a8983c164ebdffdd304da47c926acb
|
from django.apps import AppConfig
class LaughsappConfig(AppConfig):
name = "laughsApp"
|
[
1097,
8532,
51,
7520,
1220,
2013,
1081,
499,
222,
842,
10728,
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120,
745,
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42728,
731,
303,
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299,
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] |
[
"from",
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"Ġname",
"Ġ=",
"Ġ\"",
"la",
"ugh",
"s",
"App",
"\"",
"Ċ"
] |
[
1,
1,
1,
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1,
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1,
1,
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4,
4,
4,
4,
4,
4,
4,
4,
5,
5,
5,
5,
5,
5,
5,
5,
5
] |
[
1,
5,
12,
13,
17,
24,
28,
34,
1,
1,
6,
9,
12,
13,
16,
22,
23,
32,
34,
4,
9,
11,
13,
15,
18,
19,
22,
23
] |
4a7f8221208e8252c7f5c0adff2949f0e552def1
|
from azureml.core import Workspace
from azureml.pipeline.core import Pipeline
from azureml.core import Experiment
from azureml.pipeline.steps import PythonScriptStep
import requests
ws = Workspace.from_config()
# Step to run a Python script
step1 = PythonScriptStep(
name="prepare data", source_directory="scripts", script_name="data_prep.py", compute_target="aml-cluster"
)
# Step to train a model
step2 = PythonScriptStep(
name="train model", source_directory="scripts", script_name="train_model.py", compute_target="aml-cluster"
)
# Construct the pipeline
train_pipeline = Pipeline(workspace=ws, steps=[step1, step2])
# Create an experiment and run the pipeline with it
experiment = Experiment(workspace=ws, name="training-pipeline")
pipeline_run = experiment.submit(train_pipeline)
# To run all pipeline steps without cached results
# pipeline_run = experiment.submit(train_pipeline, regenerate_outputs=True)
# Publish the pipeline run
published_pipeline = pipeline_run.publish(name="training_pipeline", description="Model training pipeline", version="1.0")
# Get the endpoint for the published pipeline
rest_endpoint = published_pipeline.endpoint
print(rest_endpoint)
# Consume the pipeline through REST request
response = requests.post(rest_endpoint, headers=some_auth_header, json={"ExperimentName": "run_training_pipeline"})
run_id = response.json()["Id"]
print(run_id)
|
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03fb1cf0aac0c37858dd8163562a7139ed4e1179
|
import dtw
import stats
import glob
import argparse
import matplotlib.pyplot as plt
GRAPH = False
PERCENTAGE = False
VERBOSE = False
def buildExpectations(queryPath, searchPatternPath):
"""
Based on SpeechCommand_v0.02 directory structure.
"""
expectations = []
currentDirectory = ""
queryFilename = queryPath.split("/")[-1]
queryDirectory = queryPath.split("/")[-2]
queryCode = queryFilename.split("_")[0]
searchFileList = sorted(glob.glob(searchPatternPath))
for searchFile in searchFileList:
searchFilename = searchFile.split("/")[-1]
searchDirectory = searchFile.split("/")[-2]
searchCode = searchFilename.split("_")[0]
if searchDirectory != currentDirectory:
currentDirectory = searchDirectory
if searchCode == queryCode:
if currentDirectory == queryDirectory:
expectations.append([[0, 1]])
else:
expectations.append([[0, 0]])
return expectations
if __name__ == "__main__":
# Parse arguments
parser = argparse.ArgumentParser(description="Dynamic Time Warping")
parser.add_argument("-g", "--graph", action="store_true", help="Enable graph display")
parser.add_argument("-t", "--threshold", type=float, default=0.4, help="Set score threshold")
parser.add_argument("query_path")
parser.add_argument("search_pattern_path")
printGroup = parser.add_mutually_exclusive_group()
printGroup.add_argument("-p", "--percentage", action="store_true", help="Enable percentage display")
printGroup.add_argument("-v", "--verbose", action="store_true", help="Enable verbose display")
args = parser.parse_args()
GRAPH = args.graph
PERCENTAGE = args.percentage
threshold = args.threshold
VERBOSE = args.verbose
queryPath = args.query_path
searchPatternPath = args.search_pattern_path
dtw.VERBOSE = VERBOSE
stats.VERBOSE = VERBOSE
labels, sweepList, bestList = dtw.runSearch(queryPath, searchPatternPath)
results = dtw.computeResultsPrecisely(sweepList, threshold, positiveOnly=True)
for i, result in enumerate(results):
print(labels[i] + ": ", end="")
for j, (hitIndex, _) in enumerate(result):
print(hitIndex * 3, end="")
if j < len(result) - 1:
print(" | ", end="")
print()
if GRAPH:
dtw.showSweeps(labels, sweepList, bestList)
plt.show()
|
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[
1,
1,
1,
1,
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6,
6,
6,
6,
7,
8,
8,
8,
8,
9,
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9,
9,
9,
10,
10,
10,
10,
12,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
13,
14,
14,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
15,
16,
16,
17,
17,
17,
17,
18,
18,
18,
18,
18,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
19,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
20,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
21,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
22,
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23,
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24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
24,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
25,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
26,
27,
27,
27,
27,
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27,
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27,
28,
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28,
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29,
29,
29,
29,
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29,
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30,
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30,
30,
30,
30,
30,
31,
31,
31,
31,
31,
31,
31,
31,
31,
31,
32,
32,
32,
33,
33,
33,
33,
33,
33,
33,
33,
33,
33,
34,
34,
34,
36,
37,
37,
37,
37,
37,
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39,
39,
39,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
40,
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303a8609cb21c60a416160264c3d3da805674920
|
import tensorflow as tf
import tensorflow_probability as tfp
import pytest
import numpy as np
from estimators import NormalizingFlowNetwork
tfd = tfp.distributions
tf.random.set_seed(22)
np.random.seed(22)
@pytest.mark.slow
def test_x_noise_reg():
x_train = np.linspace(-3, 3, 300, dtype=np.float32).reshape((300, 1))
noise = tfd.MultivariateNormalDiag(loc=5 * tf.math.sin(2 * x_train), scale_diag=abs(x_train))
y_train = noise.sample().numpy()
too_much_noise = NormalizingFlowNetwork(
1,
n_flows=2,
hidden_sizes=(16, 16),
noise_reg=("fixed_rate", 3.0),
trainable_base_dist=True,
)
too_much_noise.fit(x_train, y_train, epochs=700, verbose=0)
x_test = np.linspace(-3, 3, 300, dtype=np.float32).reshape((300, 1))
noise = tfd.MultivariateNormalDiag(loc=5 * tf.math.sin(2 * x_test), scale_diag=abs(x_test))
y_test = noise.sample().numpy()
out1 = too_much_noise.pdf(x_test, y_test).numpy()
out2 = too_much_noise.pdf(x_test, y_test).numpy()
# making sure that the noise regularisation is deactivated in testing mode
assert all(out1 == out2)
little_noise = NormalizingFlowNetwork(
1,
n_flows=2,
hidden_sizes=(16, 16),
noise_reg=("rule_of_thumb", 0.1),
trainable_base_dist=True,
)
little_noise.fit(x_train, y_train, epochs=700, verbose=0)
little_noise_score = tf.reduce_sum(little_noise.pdf(x_test, y_test)) / 700.0
too_much_noise_score = tf.reduce_sum(too_much_noise.pdf(x_test, y_test)) / 700.0
assert little_noise_score > too_much_noise_score
def test_y_noise_reg():
x_train = np.linspace([[-1]] * 3, [[1]] * 3, 10, dtype=np.float32).reshape((10, 3))
y_train = np.linspace([[-1]] * 3, [[1]] * 3, 10, dtype=np.float32).reshape((10, 3))
noise = NormalizingFlowNetwork(
3,
n_flows=3,
hidden_sizes=(16, 16),
trainable_base_dist=True,
noise_reg=("fixed_rate", 1.0),
)
noise.fit(x_train, y_train, epochs=10, verbose=0)
input_model = noise._get_input_model()
# y_input should not include randomness during evaluation
y1 = input_model(y_train, training=False).numpy()
y2 = input_model(y_train, training=False).numpy()
assert np.all(y1 == y2)
# loss should include randomness during learning
y1 = input_model(y_train, training=True).numpy()
y2 = input_model(y_train, training=True).numpy()
assert not np.all(y1 == y2)
|
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6,
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21,
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54,
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14,
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18,
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21,
24,
26,
27,
28,
4,
6,
11,
18,
26,
33,
37,
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53,
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6,
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16,
21,
22,
23,
24,
29,
30,
39,
40,
44,
46,
51,
53,
4,
6,
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9,
15,
16,
21,
22,
23,
24,
29,
30,
39,
40,
44,
46,
51,
53,
4,
11,
15,
18,
19,
22,
23,
24,
25,
28,
30,
31,
32
] |
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