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values | gha_event_created_at timestamp[us] | gha_created_at timestamp[us] | gha_language stringclasses 220
values | src_encoding stringclasses 30
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value | is_vendor bool 2
classes | is_generated bool 2
classes | length_bytes int64 2 10.3M | extension stringclasses 257
values | content stringlengths 2 10.3M | authors listlengths 1 1 | author_id stringlengths 0 212 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
aa03ace5092fb57c55c28205461402138c8307a0 | f12c7529356581dffba6d4c4556d583f37451428 | /area.py | fa537277afb7835c17bd80f9e6355a5727df64bc | [] | no_license | AkshaykumarG26/Exercises_1 | a6c14c47ba178be75bf83a8a691836a200fefc64 | 54dbeea8034e3c98f5cfa338a6082413d7a794b5 | refs/heads/master | 2022-03-01T08:13:02.085739 | 2019-11-25T01:23:37 | 2019-11-25T01:23:37 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 73 | py | redius = int(input("Enter redius: "))
area = (redius**2)*3.14
print(area) | [
"akshayg2697@gmail.com"
] | akshayg2697@gmail.com |
ff328849b559b78009024b71835075310ff31352 | 669236d7c75b08428a1670a6cb826fc94a28b5ad | /ohai.lp | 70bfa8b679157c54c470f34869e7e3d5b8ea4141 | [
"MIT"
] | permissive | dsc/likepython | 726e06d38a695562083a0cc32fe5c00934ec787e | 58f8f85c42a8238d4d55f7bd0246bdcec5934786 | refs/heads/master | 2023-07-31T20:35:47.480111 | 2010-02-24T17:38:25 | 2010-02-24T17:38:25 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 68 | lp | #!/usr/bin/env python
ohai like print "bees are cute!" shiiiiiiiit
| [
"david.schoonover@gmail.com"
] | david.schoonover@gmail.com |
e7f30153c3fa7230e278e4070d096d1da03d5ec5 | 0ba0410f8dfa9b768f0ac7a5e39346c76e788e15 | /fabfilex.py | 3b7ff918ff74dd71aadb765a6a443984b1957969 | [] | no_license | deron17/deron | cd0a4f4a027b49b75b624805e60ecd97daa11bd3 | 6dd0fe69fc456c9e36373b0dcf6ed3c0a2fb0da8 | refs/heads/master | 2021-01-25T07:08:12.674709 | 2013-08-23T11:49:40 | 2013-08-23T11:49:40 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 1,570 | py | # Run this like fab -R www deploy
from fabric.api import *
REPO_URL = 'https://github.com/deron17/deron.git'
PROJECT_DIR = '/home/vokaladmin/DjangoProjects/fabrictest'
PROJECT_NAME = 'projectname'
SERVER_NAME = 'projectname.servername' # I use gunicorn, so i have projectname.gunicorn
env.roledefs['www'] = ['www1.example.com']
# For ZSH Uncomment this line
#env.shell = '/usr/bin/env zsh -i -c'
def pull():
local('git pull')
def status():
with cd (PROJECT_DIR):
local('git status')
def install_packages():
with cd(PROJECT_DIR):
with prefix('workon %s' % PROJECT_NAME):
run('pip install -r requirements.txt')
def sync_database():
with cd(PROJECT_DIR):
with prefix('workon %s' % PROJECT_NAME):
run('./manage.py syncdb --noinput')
def migrate_database():
with cd(PROJECT_DIR):
with prefix('workon %s' % PROJECT_NAME):
run('./manage.py migrate --noinput')
def stop_server():
run('supervisorctl stop %s' % SERVER_NAME)
def start_server():
run('supervisorctl start %s' % SERVER_NAME)
def restart_server():
stop_server()
start_server()
def collect_static():
with cd(PROJECT_DIR):
with prefix('workon %s' % PROJECT_NAME):
run('./manage.py collectstatic --noinput')
def deploy():
with settings(hide('stdout'), warn_only=True):
pull()
install_packages()
sync_database()
migrate_database()
collect_static()
restart_server()
#logging.getLogger("paramiko").setLevel(logging.DEBUG) | [
"vokaladmin@vokaladmin-HP-Pavilion-Sleekbook-14-PC.(none)"
] | vokaladmin@vokaladmin-HP-Pavilion-Sleekbook-14-PC.(none) |
9b7e73b9dfe848f1ee91eadb58a0561a39bc2a27 | 3b73027e1a3541a29202c77584dd6738350a7a3f | /Tuplas/ex002.py | 4e1a876be998f526511f99916712236a13c161e7 | [] | no_license | ricardoBpinheiro/PythonExercises | 9d64d69a174c395cf762a163fb1c54125411fd7c | 4f4f269e77215e4421458dd4483e99c2d36121a3 | refs/heads/master | 2021-08-18T04:15:03.430069 | 2020-08-09T22:48:18 | 2020-08-09T22:48:18 | 212,894,745 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 239 | py | lanche = 'Hamburguer', 'Suco', 'Pizza', 'Pudim'
for comida in lanche:
print(f'{comida}')
print('\n')
for cont in range(0, len(lanche)):
print(lanche[cont])
print('\n')
for pos, comida in enumerate(lanche):
print(f'{comida}') | [
"ricardo.pinheiro@catolicasc.org.br"
] | ricardo.pinheiro@catolicasc.org.br |
4b1fe561acbadac566f0beda4ca8a601d1906c54 | 8773961009d1b2be6e46c7d298c68f62ada66ad5 | /blog/admin.py | 29e97531adab057b8476fc84abc7e51182e6577e | [] | no_license | Hbehrainwala/MyBlog | 8f17dc1d9972fd3bc34f81cd09daaa928e6e6e38 | 3c1f22395930ad79fdea298225fe2afed01916b2 | refs/heads/master | 2021-10-11T10:11:58.132685 | 2017-11-17T06:29:45 | 2017-11-17T06:29:45 | 110,688,504 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 865 | py | from django.contrib import admin
from django.contrib.auth.models import User
from .models import Profile,Post,Comment,PostLike,CommentLike
def make_blogger(modeladmin, request, queryset):
queryset.update(blogger=True)
make_blogger.short_description = "Mark selected blogger"
class ProfileAdmin(admin.ModelAdmin):
list_display = ('user', 'blogger', 'request','notify',)
list_filter = ('request','blogger',)
search_fields = ['blogger', 'request']
actions = [make_blogger]
class PostAdmin(admin.ModelAdmin):
list_display = ('user', 'post', 'publish','archive',)
class CommentLikeAdmin(admin.ModelAdmin):
list_display = ('user', 'comments',)
admin.site.register(Post,PostAdmin)
admin.site.register(Profile, ProfileAdmin)
admin.site.register(CommentLike,CommentLikeAdmin)
admin.site.register(Comment)
admin.site.register(PostLike) | [
"hbehrainwala@gmail.com"
] | hbehrainwala@gmail.com |
db779015996bd2d3aaf16ff2626c0061d4c0fa49 | 0d2d894fb4628d41b962e4a6330f52e094b4841d | /app.py | 35def139413b6c7aa0c146d9cfed33661616e1eb | [] | no_license | brunofilipe15/ctt-tracking | 051e3935f6055ce124a0ef969fc8322786e38779 | b7e6bed976676a0fe3babdbc38b1ecb8284ebbb4 | refs/heads/main | 2023-02-14T04:37:23.611488 | 2021-01-14T22:39:16 | 2021-01-14T22:39:16 | 320,706,081 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,396 | py | import json
from pymongo import MongoClient
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.support.ui import WebDriverWait
import sched
import time
from datetime import datetime
event_schedule = sched.scheduler(time.time, time.sleep)
myclient = MongoClient('mongodb://192.168.1.216:27017/db?authSource=admin')
#chrome_options = webdriver.ChromeOptions()
#chrome_options.add_argument('--no-sandbox')
#chrome_options.add_argument('--headless')
#chrome_options.add_argument('--disable-gpu')
#driver = webdriver.Chrome(chrome_options=chrome_options)
chrome_options = webdriver.ChromeOptions()
chrome_options.add_argument("--incognito")
driver = webdriver.Chrome(executable_path = 'C:/Webdrivers/chromedriver.exe', chrome_options = chrome_options)
def insert_order_info(info, number):
date = ''
x = myclient.ctt_tracking.orders_info.find({'number': number}).sort('scrapt_date', -1).limit(1)
last = None
for u in x:
if len (u) > 0:
last = u
else:
last = None
for td in info:
if "group" in td.get_attribute("class"):
date = td.text
else:
if len(td.text.split()) > 0:
if (last == None) or (last['data'] != date and last['hora'] != td.find_elements_by_xpath(".//*")[0].text):
now = datetime.now()
info = {
"number": number,
"data": date,
"hora": td.find_elements_by_xpath(".//*")[0].text,
"estado": td.find_elements_by_xpath(".//*")[1].text,
"motivo": td.find_elements_by_xpath(".//*")[2].text,
"local": td.find_elements_by_xpath(".//*")[3].text,
"recetor": td.find_elements_by_xpath(".//*")[4].text,
"recetor": td.find_elements_by_xpath(".//*")[4].text,
"scrapt_date": now.strftime("%d/%m/%Y %H:%M:%S")
}
myclient.ctt_tracking.orders_info.insert_one(info)
def do_tracking_to_order(number):
driver.get('https://www.ctt.pt/feapl_2/app/open/objectSearch/objectSearch.jspx')
search_field = driver.find_element_by_id('objects')
search_field.send_keys(number)
driver.find_element_by_id('searchButton').click()
WebDriverWait(driver, 45).until(EC.presence_of_element_located((By.ID, 'detailsLinkShow_0')))
WebDriverWait(driver, 45).until(EC.element_to_be_clickable((By.ID, 'detailsLinkShow_0')))
driver.find_element_by_id('detailsLinkShow_0').click()
WebDriverWait(driver, 45).until(EC.presence_of_element_located((By.XPATH, '//*[@id="details_0"]/td/div/table/tbody')))
table_tracking = driver.find_elements(By.XPATH, '//*[@id="details_0"]/td/div/table/tbody/tr')
insert_order_info(table_tracking, number)
driver.close()
driver.quit()
def do_tracking():
for order in myclient.ctt_tracking.orders.find():
if order['received'] == bool(False):
print ('Check order: ' + order['number'])
do_tracking_to_order(order['number'])
do_tracking()
#event_schedule.enter(30, 1, do_tracking, ('second',))
#event_schedule.run() | [
"bruno_filip_15@hotmail.com"
] | bruno_filip_15@hotmail.com |
c0dcff24a2e996fc556bbdbafa253fa9a7a8b0a2 | 13a2d43e7837637dfff6d87ed9ed03a9b7f34aa1 | /lgbdb/apps.py | d09b8eb6ac86fc0c8642ace0be00a9785cab2b9a | [] | no_license | wbasile/Open-Game-Benchmarks | 92d72a04b1300d07a4ec9eeb1c9b406725283d5f | 983c4dbdf37cf9cc5179493381b29445c388df00 | refs/heads/master | 2021-01-21T04:59:33.011717 | 2019-01-29T14:42:45 | 2019-01-29T14:42:45 | 50,849,991 | 7 | 6 | null | 2016-07-15T13:46:49 | 2016-02-01T15:49:28 | Python | UTF-8 | Python | false | false | 85 | py | from django.apps import AppConfig
class LgbdbConfig(AppConfig):
name = 'lgbdb'
| [
"wbasile80@gmail.com"
] | wbasile80@gmail.com |
fad109d7f8a34c2ae4e47e0384ba9e6478dca00f | 42cff1aa29230365756cd53d3935f15dfcaa051f | /website/settings.py | adb2eff6638040fa657822868908ea0d125ad4d4 | [] | no_license | ckpd/mugsandcups | 20e708732225bb371f0dd8fa7eebe1fd71919e4b | 5f15e35e19d514fbfcbe11954eac1c6bf78d9ba8 | refs/heads/master | 2020-12-25T17:13:27.010346 | 2016-05-26T18:28:40 | 2016-05-26T18:28:40 | 58,952,444 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,550 | py | """
Django settings for website project.
Generated by 'django-admin startproject' using Django 1.9.1.
For more information on this file, see
https://docs.djangoproject.com/en/1.9/topics/settings/
For the full list of settings and their values, see
https://docs.djangoproject.com/en/1.9/ref/settings/
"""
import os
# Build paths inside the project like this: os.path.join(BASE_DIR, ...)
BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
# Quick-start development settings - unsuitable for production
# See https://docs.djangoproject.com/en/1.9/howto/deployment/checklist/
# SECURITY WARNING: keep the secret key used in production secret!
SECRET_KEY = 'hh2&s2#0$d8+jhkd0kqha)h70!82_#ls&^6scru^=caidvl+e-'
# SECURITY WARNING: don't run with debug turned on in production!
DEBUG = True
ALLOWED_HOSTS = []
# Application definition
INSTALLED_APPS = [
'django.contrib.admin',
'django.contrib.auth',
'django.contrib.contenttypes',
'django.contrib.sessions',
'django.contrib.messages',
'django.contrib.staticfiles',
'mugsandcups',
'crispy_forms',
]
MIDDLEWARE_CLASSES = [
'django.middleware.security.SecurityMiddleware',
'django.contrib.sessions.middleware.SessionMiddleware',
'django.middleware.common.CommonMiddleware',
'django.middleware.csrf.CsrfViewMiddleware',
'django.contrib.auth.middleware.AuthenticationMiddleware',
'django.contrib.auth.middleware.SessionAuthenticationMiddleware',
'django.contrib.messages.middleware.MessageMiddleware',
'django.middleware.clickjacking.XFrameOptionsMiddleware',
]
ROOT_URLCONF = 'website.urls'
TEMPLATES = [
{
'BACKEND': 'django.template.backends.django.DjangoTemplates',
'DIRS': [os.path.join(BASE_DIR, 'templates')],
'APP_DIRS': True,
'OPTIONS': {
'context_processors': [
'django.template.context_processors.debug',
'django.template.context_processors.request',
'django.contrib.auth.context_processors.auth',
'django.contrib.messages.context_processors.messages',
],
},
},
]
WSGI_APPLICATION = 'website.wsgi.application'
# Database
# https://docs.djangoproject.com/en/1.9/ref/settings/#databases
DATABASES = {
'default': {
'ENGINE': 'django.db.backends.sqlite3',
'NAME': os.path.join(BASE_DIR, 'db.sqlite3'),
}
}
# Password validation
# https://docs.djangoproject.com/en/1.9/ref/settings/#auth-password-validators
AUTH_PASSWORD_VALIDATORS = [
{
'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
},
]
#Email
DEFAULT_FROM_EMAIL = 'classymud@gmail.com'
EMAIL_HOST_USER = 'classymud@gmail.com'
EMAIL_HOST = 'smtp.gmail.com'
EMAIL_HOST_PASSWORD = 'isssssodot'
EMAIL_USE_TLS = True
EMAIL_PORT = 587
# Internationalization
# https://docs.djangoproject.com/en/1.9/topics/i18n/
LANGUAGE_CODE = 'en-us'
TIME_ZONE = 'UTC'
USE_I18N = True
USE_L10N = True
USE_TZ = True
# Static files (CSS, JavaScript, Images)
# https://docs.djangoproject.com/en/1.9/howto/static-files/
STATIC_URL = '/static/'
STATIC_ROOT = os.path.join(BASE_DIR, 'static')
MEDIA_ROOT = os.path.join(BASE_DIR, 'media')
MEDIA_URL = '/media/' | [
"charlie.deriggs@gmail.com"
] | charlie.deriggs@gmail.com |
691bae627ed37001411d5e37c7735c5f1f9fff3d | 5e7b7d5537a030ed46f2847f591753dadff00427 | /problems/31.py | f239d44428c60390790486217845bca30b786ac4 | [] | no_license | yanigisawa/projecteuler | 07cb8cf796726b8cbf6902e9286f9d0935a4908d | b5042d3492e2c83a3d52443bebcfb72fc6c2af55 | refs/heads/master | 2022-11-05T06:02:01.993372 | 2013-01-03T15:21:04 | 2013-01-03T15:21:04 | 275,020,998 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 808 | py | #!/usr/bin/python
coins = [200, 100, 50, 20, 10, 5, 2, 1]
combinations = 0
def findCombination(coinIndex, coinCount, purseTotal):
global combinations
if purseTotal == 200:
combinations += 1
return
if coinIndex > (len(coins) - 1): return
while True:
coinValue = coins[coinIndex] * coinCount
newPurseTotal = coinValue + purseTotal
findCombination(coinIndex + 1, 1, newPurseTotal)
if newPurseTotal > 200:
findCombination(coinIndex + 1, 1, purseTotal)
break
else:
coinCount += 1
def prob31():
findCombination(0, 1, 0)
print("Found combinations: %s" % combinations)
prob31()
# $ time ./31.py
# Found combinations: XXXXX
#
# real 0m2.142s
# user 0m2.128s
# sys 0m0.011s
# $
#
| [
"403820+yanigisawa@users.noreply.github.com"
] | 403820+yanigisawa@users.noreply.github.com |
6697b55ec372b71ecd6c0902ac4f487dc7e44205 | ee7667fb2f799276f907128441edc2e3cd3e12ac | /plugins/BroadlinkRM/plugin.py | 96c43240dedfc2965abd5e29cda55c6b4e895340 | [] | no_license | avgays/Domoticz | bff11f0a5ddcd7b21bb26ca4393ac818c6a86943 | c917e777352f1253088549eca523bb7f633802c1 | refs/heads/master | 2020-05-23T07:54:26.042851 | 2019-10-15T13:13:52 | 2019-10-15T13:13:52 | 80,457,615 | 4 | 0 | null | null | null | null | UTF-8 | Python | false | false | 4,627 | py | # Broadlink A1 mini
# Author: avgays
# Using python library created by Matthew Garrett
# https://github.com/mjg59/python-broadlink
"""
<plugin key="BroadlinkRM" name="Broadlink RM" author="avgays" version="0.1.0" wikilink="http://www.domoticz.com/wiki/Developing_a_Python_plugin" externallink="http://www.ibroadlink.com/">
<params>
<param field="Address" label="IP Address" width="200px" required="true" default="192.168.0.14"/>
<param field="Port" label="Port" width="30px" required="true" default="80"/>
<param field="Mode1" label="MAC Address" width="150px" required="true" default="b4430daa813b"/>
<param field="Mode6" label="Debug" width="75px">
<options>
<option label="True" value="Debug"/>
<option label="False" value="Normal" default="true" />
</options>
</param>
</params>
</plugin>
"""
import Domoticz
import broadlink
import socket
class BasePlugin:
myRM = 1
isFound = False
def __init__(self):
return
def onStart(self):
if Parameters["Mode6"] == "Debug":
Domoticz.Debugging(1)
if (len(Devices) == 0):
Domoticz.Device(Name="Temp", Unit=1, TypeName="Temperature").Create()
self.myRM=broadlink.rm(host=(Parameters["Address"], int(Parameters["Port"])), mac=bytearray.fromhex(Parameters["Mode1"]))
try:
self.isFound = self.myRM.auth()
except socket.timeout:
self.isFound = False
Domoticz.Error("RM not found")
Domoticz.Heartbeat(60)
Domoticz.Debug("onStart called")
def onStop(self):
Domoticz.Log("onStop called")
def onConnect(self, Status, Description):
Domoticz.Log("onConnect called")
def onMessage(self, Data, Status, Extra):
Domoticz.Log("onMessage called")
def onCommand(self, Unit, Command, Level, Hue):
Domoticz.Debug("onCommand called for Unit " + str(Unit) + ": Parameter '" + str(Command) + "', Level: " + str(Level)+ "', Hue: " + str(Hue))
def onNotification(self, Data):
Domoticz.Log("onNotification: " + str(Data))
def onDisconnect(self):
Domoticz.Log("onDisconnect called")
def onHeartbeat(self):
if(self.isFound):
try:
temperature=self.myRM.check_temperature()
UpdateDevice(1, 1, str(temperature))
Domoticz.Debug("Temp: " + str(temperature))
except socket.timeout:
Domoticz.Debug("RM Timeout")
else:
try:
self.isFound = self.myRM.auth()
except socket.timeout:
self.isFound = False
Domoticz.Error("RM not found")
Domoticz.Debug("onHeartbeat called")
global _plugin
_plugin = BasePlugin()
def onStart():
global _plugin
_plugin.onStart()
def onStop():
global _plugin
_plugin.onStop()
def onConnect(Status, Description):
global _plugin
_plugin.onConnect(Status, Description)
def onMessage(Data, Status, Extra):
global _plugin
_plugin.onMessage(Data, Status, Extra)
def onCommand(Unit, Command, Level, Hue):
global _plugin
_plugin.onCommand(Unit, Command, Level, Hue)
def onNotification(Data):
global _plugin
_plugin.onNotification(Data)
def onDisconnect():
global _plugin
_plugin.onDisconnect()
def onHeartbeat():
global _plugin
_plugin.onHeartbeat()
# Generic helper functions
def DumpConfigToLog():
for x in Parameters:
if Parameters[x] != "":
Domoticz.Debug( "'" + x + "':'" + str(Parameters[x]) + "'")
Domoticz.Debug("Device count: " + str(len(Devices)))
for x in Devices:
Domoticz.Debug("Device: " + str(x) + " - " + str(Devices[x]))
Domoticz.Debug("Device ID: '" + str(Devices[x].ID) + "'")
Domoticz.Debug("Device Name: '" + Devices[x].Name + "'")
Domoticz.Debug("Device nValue: " + str(Devices[x].nValue))
Domoticz.Debug("Device sValue: '" + Devices[x].sValue + "'")
Domoticz.Debug("Device LastLevel: " + str(Devices[x].LastLevel))
return
def UpdateDevice(Unit, nValue, sValue):
# Make sure that the Domoticz device still exists (they can be deleted) before updating it
if (Unit in Devices):
if (Devices[Unit].nValue != nValue) or (Devices[Unit].sValue != sValue):
Devices[Unit].Update(nValue=nValue, sValue=str(sValue), SignalLevel=100, BatteryLevel=255)
Domoticz.Log("Update "+str(nValue)+":'"+str(sValue)+"' ("+Devices[Unit].Name+")")
return
| [
"avgays@gmail.com"
] | avgays@gmail.com |
b5602070d1323268b45a452d984155d4b00fab58 | b90f5d49fefb68fd6195d9d8db7ba9ceadd8fe24 | /entityqa/retriever/tfidf_doc_ranker.py | 021b7286f57e0f22fb5583e2555a11817cd56c95 | [] | no_license | jhyuklee/ParagraphRanker | 94f70b56a3b7af453ccc48c96ab0fdb3a4bc10db | a18637c98619c0859e4c9e2c0dbe5992c622590f | refs/heads/master | 2020-03-16T05:13:26.444394 | 2019-04-08T03:25:20 | 2019-04-08T03:25:20 | 132,528,328 | 21 | 5 | null | null | null | null | UTF-8 | Python | false | false | 4,113 | py | #!/usr/bin/env python3
# Copyright 2017-present, Facebook, Inc.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Rank documents with TF-IDF scores"""
import os
import logging
import numpy as np
import scipy.sparse as sp
from multiprocessing.pool import ThreadPool
from functools import partial
from root.retriever import utils
from root import tokenizers
logger = logging.getLogger(__name__)
class TfidfDocRanker(object):
"""Loads a pre-weighted inverted index of token/document terms.
Scores new queries by taking sparse dot products.
"""
def __init__(self, tfidf_path=None, strict=True):
"""
Args:
tfidf_path: path to saved model file
strict: fail on empty queries or continue (and return empty result)
"""
# Load from disk
tfidf_path = tfidf_path or DEFAULTS['tfidf_path']
logger.info('Loading retriever %s' % tfidf_path)
matrix, metadata = utils.load_sparse_csr(tfidf_path)
self.doc_mat = matrix
self.ngrams = metadata['ngram']
self.hash_size = metadata['hash_size']
self.tokenizer = tokenizers.get_class(metadata['tokenizer'])()
self.doc_freqs = metadata['doc_freqs'].squeeze()
self.doc_dict = metadata['doc_dict']
self.num_docs = len(self.doc_dict[0])
self.strict = strict
def get_doc_index(self, doc_id):
"""Convert doc_id --> doc_index"""
return self.doc_dict[0][doc_id]
def get_doc_id(self, doc_index):
"""Convert doc_index --> doc_id"""
return self.doc_dict[1][doc_index]
def closest_docs(self, query, k=1):
"""Closest docs by dot product between query and documents
in tfidf weighted word vector space.
"""
spvec = self.text2spvec(query)
res = spvec * self.doc_mat
if len(res.data) <= k:
o_sort = np.argsort(-res.data)
else:
o = np.argpartition(-res.data, k)[0:k]
o_sort = o[np.argsort(-res.data[o])]
doc_scores = res.data[o_sort]
doc_ids = [self.get_doc_id(i) for i in res.indices[o_sort]]
return doc_ids, doc_scores
def batch_closest_docs(self, queries, k=1, num_workers=None):
"""Process a batch of closest_docs requests multithreaded.
Note: we can use plain threads here as scipy is outside of the GIL.
"""
# print('processing query', queries[0])
with ThreadPool(num_workers) as threads:
closest_docs = partial(self.closest_docs, k=k)
results = threads.map(closest_docs, queries)
return results
def parse(self, query):
"""Parse the query into tokens (either ngrams or tokens)."""
tokens = self.tokenizer.tokenize(query)
return tokens.ngrams(n=self.ngrams, uncased=True,
filter_fn=utils.filter_ngram)
def text2spvec(self, query):
"""Create a sparse tfidf-weighted word vector from query.
tfidf = log(tf + 1) * log((N - Nt + 0.5) / (Nt + 0.5))
"""
# Get hashed ngrams
words = self.parse(utils.normalize(query))
wids = [utils.hash(w, self.hash_size) for w in words]
if len(wids) == 0:
if self.strict:
raise RuntimeError('No valid word in: %s' % query)
else:
logger.warning('No valid word in: %s' % query)
return sp.csr_matrix((1, self.hash_size))
# Count TF
wids_unique, wids_counts = np.unique(wids, return_counts=True)
tfs = np.log1p(wids_counts)
# Count IDF
Ns = self.doc_freqs[wids_unique]
idfs = np.log((self.num_docs - Ns + 0.5) / (Ns + 0.5))
idfs[idfs < 0] = 0
# TF-IDF
data = np.multiply(tfs, idfs)
# One row, sparse csr matrix
indptr = np.array([0, len(wids_unique)])
spvec = sp.csr_matrix(
(data, wids_unique, indptr), shape=(1, self.hash_size)
)
return spvec
| [
"jinhyuk_lee@korea.ac.kr"
] | jinhyuk_lee@korea.ac.kr |
821b900bfe7d2885af973e81ed9434a944d93f6e | ace9dc6840b6de0ad6c40ec4a83b70cb03e34e26 | /app/main/views.py | 3ece6fc23d1abf603c3abb507395fc4a385b80a4 | [] | no_license | cyphirx/TCTracking | b50f09ba0309a4f79ca755aba63ac2308229d5d5 | 34c0ea639eba218626317b6b4a17c65120d0da8c | refs/heads/master | 2021-01-25T12:08:38.000099 | 2014-11-14T12:33:17 | 2014-11-14T12:33:17 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,250 | py | from flask import render_template, redirect, url_for, abort, flash, request,\
current_app
from flask.ext.login import login_required, current_user
from . import main
from .forms import EditProfileForm, EditProfileAdminForm, PostForm
from .. import db
from ..models import Permission, Role, User
from ..decorators import admin_required
@main.route('/', methods=['GET', 'POST'])
def index():
return render_template('index.html')
@main.route('/user/<username>')
def user(username):
user = User.query.filter_by(username=username).first_or_404()
page = request.args.get('page', 1, type=int)
pagination = user.posts.order_by(Post.timestamp.desc()).paginate(
page, per_page=current_app.config['FLASKY_POSTS_PER_PAGE'],
error_out=False)
posts = pagination.items
return render_template('user.html', user=user, posts=posts,
pagination=pagination)
@main.route('/edit-profile', methods=['GET', 'POST'])
@login_required
def edit_profile():
form = EditProfileForm()
if form.validate_on_submit():
current_user.name = form.name.data
current_user.location = form.location.data
current_user.about_me = form.about_me.data
db.session.add(current_user)
flash('Your profile has been updated.')
return redirect(url_for('.user', username=current_user.username))
form.name.data = current_user.name
form.location.data = current_user.location
form.about_me.data = current_user.about_me
return render_template('edit_profile.html', form=form)
@main.route('/edit-profile/<int:id>', methods=['GET', 'POST'])
@login_required
@admin_required
def edit_profile_admin(id):
user = User.query.get_or_404(id)
form = EditProfileAdminForm(user=user)
if form.validate_on_submit():
user.email = form.email.data
user.username = form.username.data
user.confirmed = form.confirmed.data
user.role = Role.query.get(form.role.data)
user.name = form.name.data
user.location = form.location.data
user.about_me = form.about_me.data
db.session.add(user)
flash('The profile has been updated.')
return redirect(url_for('.user', username=user.username))
form.email.data = user.email
form.username.data = user.username
form.confirmed.data = user.confirmed
form.role.data = user.role_id
form.name.data = user.name
form.location.data = user.location
form.about_me.data = user.about_me
return render_template('edit_profile.html', form=form, user=user)
@main.route('/post/<int:id>')
def post(id):
post = Post.query.get_or_404(id)
return render_template('post.html', posts=[post])
@main.route('/edit/<int:id>', methods=['GET', 'POST'])
@login_required
def edit(id):
post = Post.query.get_or_404(id)
if current_user != post.author and \
not current_user.can(Permission.ADMINISTER):
abort(403)
form = PostForm()
if form.validate_on_submit():
post.body = form.body.data
db.session.add(post)
flash('The post has been updated.')
return redirect(url_for('.post', id=post.id))
form.body.data = post.body
return render_template('edit_post.html', form=form)
| [
"Crixsnrdr@gmail.com"
] | Crixsnrdr@gmail.com |
a553b882a2278939c907a6c3ee518d5c309f95f4 | 12acde14efdb98a0005e80f83fee86b09388d213 | /Programmers/Level2/Rank_Serach_KAKAO_BLIND.py | 0a2f60bf5f3561a4f6af30070518fb730bbbe709 | [] | no_license | mata1139/Algorithm_study | 2cefd7a6765f4f4c768520bd21e5dff35c358701 | bf58d84eb27789a6c70c1f5f4a724a344325d93e | refs/heads/main | 2023-07-28T17:47:53.203983 | 2021-09-09T09:44:12 | 2021-09-09T09:44:12 | 380,877,220 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 9,872 | py | '''
문제 설명
[본 문제는 정확성과 효율성 테스트 각각 점수가 있는 문제입니다.]
카카오는 하반기 경력 개발자 공개채용을 진행 중에 있으며 현재 지원서 접수와 코딩테스트가 종료되었습니다. 이번 채용에서 지원자는 지원서 작성 시 아래와 같이 4가지 항목을 반드시 선택하도록 하였습니다.
코딩테스트 참여 개발언어 항목에 cpp, java, python 중 하나를 선택해야 합니다.
지원 직군 항목에 backend와 frontend 중 하나를 선택해야 합니다.
지원 경력구분 항목에 junior와 senior 중 하나를 선택해야 합니다.
선호하는 소울푸드로 chicken과 pizza 중 하나를 선택해야 합니다.
인재영입팀에 근무하고 있는 니니즈는 코딩테스트 결과를 분석하여 채용에 참여한 개발팀들에 제공하기 위해 지원자들의 지원 조건을 선택하면 해당 조건에 맞는 지원자가 몇 명인 지 쉽게 알 수 있는 도구를 만들고 있습니다.
예를 들어, 개발팀에서 궁금해하는 문의사항은 다음과 같은 형태가 될 수 있습니다.
코딩테스트에 java로 참여했으며, backend 직군을 선택했고, junior 경력이면서, 소울푸드로 pizza를 선택한 사람 중 코딩테스트 점수를 50점 이상 받은 지원자는 몇 명인가?
물론 이 외에도 각 개발팀의 상황에 따라 아래와 같이 다양한 형태의 문의가 있을 수 있습니다.
코딩테스트에 python으로 참여했으며, frontend 직군을 선택했고, senior 경력이면서, 소울푸드로 chicken을 선택한 사람 중 코딩테스트 점수를 100점 이상 받은 사람은 모두 몇 명인가?
코딩테스트에 cpp로 참여했으며, senior 경력이면서, 소울푸드로 pizza를 선택한 사람 중 코딩테스트 점수를 100점 이상 받은 사람은 모두 몇 명인가?
backend 직군을 선택했고, senior 경력이면서 코딩테스트 점수를 200점 이상 받은 사람은 모두 몇 명인가?
소울푸드로 chicken을 선택한 사람 중 코딩테스트 점수를 250점 이상 받은 사람은 모두 몇 명인가?
코딩테스트 점수를 150점 이상 받은 사람은 모두 몇 명인가?
즉, 개발팀에서 궁금해하는 내용은 다음과 같은 형태를 갖습니다.
* [조건]을 만족하는 사람 중 코딩테스트 점수를 X점 이상 받은 사람은 모두 몇 명인가?
[문제]
지원자가 지원서에 입력한 4가지의 정보와 획득한 코딩테스트 점수를 하나의 문자열로 구성한 값의 배열 info, 개발팀이 궁금해하는 문의조건이 문자열 형태로 담긴 배열 query가 매개변수로 주어질 때,
각 문의조건에 해당하는 사람들의 숫자를 순서대로 배열에 담아 return 하도록 solution 함수를 완성해 주세요.
[제한사항]
info 배열의 크기는 1 이상 50,000 이하입니다.
info 배열 각 원소의 값은 지원자가 지원서에 입력한 4가지 값과 코딩테스트 점수를 합친 "개발언어 직군 경력 소울푸드 점수" 형식입니다.
개발언어는 cpp, java, python 중 하나입니다.
직군은 backend, frontend 중 하나입니다.
경력은 junior, senior 중 하나입니다.
소울푸드는 chicken, pizza 중 하나입니다.
점수는 코딩테스트 점수를 의미하며, 1 이상 100,000 이하인 자연수입니다.
각 단어는 공백문자(스페이스 바) 하나로 구분되어 있습니다.
query 배열의 크기는 1 이상 100,000 이하입니다.
query의 각 문자열은 "[조건] X" 형식입니다.
[조건]은 "개발언어 and 직군 and 경력 and 소울푸드" 형식의 문자열입니다.
언어는 cpp, java, python, - 중 하나입니다.
직군은 backend, frontend, - 중 하나입니다.
경력은 junior, senior, - 중 하나입니다.
소울푸드는 chicken, pizza, - 중 하나입니다.
'-' 표시는 해당 조건을 고려하지 않겠다는 의미입니다.
X는 코딩테스트 점수를 의미하며 조건을 만족하는 사람 중 X점 이상 받은 사람은 모두 몇 명인 지를 의미합니다.
각 단어는 공백문자(스페이스 바) 하나로 구분되어 있습니다.
예를 들면, "cpp and - and senior and pizza 500"은 "cpp로 코딩테스트를 봤으며, 경력은 senior 이면서 소울푸드로 pizza를 선택한 지원자 중 코딩테스트 점수를 500점 이상 받은 사람은 모두 몇 명인가?"를 의미합니다.
[입출력 예]
info query result
["java backend junior pizza 150","python frontend senior chicken 210","python frontend senior chicken 150","cpp backend senior pizza 260","java backend junior chicken 80","python backend senior chicken 50"] ["java and backend and junior and pizza 100","python and frontend and senior and chicken 200","cpp and - and senior and pizza 250","- and backend and senior and - 150","- and - and - and chicken 100","- and - and - and - 150"] [1,1,1,1,2,4]
입출력 예에 대한 설명
지원자 정보를 표로 나타내면 다음과 같습니다.
언어 직군 경력 소울 푸드 점수
java backend junior pizza 150
python frontend senior chicken 210
python frontend senior chicken 150
cpp backend senior pizza 260
java backend junior chicken 80
python backend senior chicken 50
"java and backend and junior and pizza 100" : java로 코딩테스트를 봤으며, backend 직군을 선택했고 junior 경력이면서 소울푸드로 pizza를 선택한 지원자 중 코딩테스트 점수를 100점 이상 받은 지원자는 1명 입니다.
"python and frontend and senior and chicken 200" : python으로 코딩테스트를 봤으며, frontend 직군을 선택했고, senior 경력이면서 소울 푸드로 chicken을 선택한 지원자 중 코딩테스트 점수를 200점 이상 받은 지원자는 1명 입니다.
"cpp and - and senior and pizza 250" : cpp로 코딩테스트를 봤으며, senior 경력이면서 소울푸드로 pizza를 선택한 지원자 중 코딩테스트 점수를 250점 이상 받은 지원자는 1명 입니다.
"- and backend and senior and - 150" : backend 직군을 선택했고, senior 경력인 지원자 중 코딩테스트 점수를 150점 이상 받은 지원자는 1명 입니다.
"- and - and - and chicken 100" : 소울푸드로 chicken을 선택한 지원자 중 코딩테스트 점수를 100점 이상을 받은 지원자는 2명 입니다.
"- and - and - and - 150" : 코딩테스트 점수를 150점 이상 받은 지원자는 4명 입니다.
'''
# 정확성만 통과한 코드
import numpy
def solution(info, query):
answer = []
language = []
job_group = []
career = []
food = []
score = []
for person in info:
person = person.split(' ')
language.append(person[0])
job_group.append(person[1])
career.append(person[2])
food.append(person[3])
score.append(int(person[4]))
language = numpy.array(language)
job_group = numpy.array(job_group)
career = numpy.array(career)
food = numpy.array(food)
score = numpy.array(score)
new_query = []
for q in query:
q = q.replace(" and ",',',3)
q = q.replace(" ",',')
q = q.split(',')
new_query.append(q)
for q in new_query:
if q[0] != '-':
language_set = set(numpy.where(language == q[0])[0])
else:
language_set = set(range(len(info)))
if q[1] != '-':
job_group_set = set(numpy.where(job_group == q[1])[0])
else:
job_group_set = set(range(len(info)))
if q[2] != '-':
career_set = set(numpy.where(career == q[2])[0])
else:
career_set = set(range(len(info)))
if q[3] != '-':
food_set = set(numpy.where(food == q[3])[0])
else:
food_set = set(range(len(info)))
if q[4] != '-':
score_set = set(numpy.where(score >= int(q[4]))[0])
else:
score_set = set(range(len(info)))
answer.append(len(language_set & job_group_set & career_set & food_set & score_set))
return answer
# 모범 답안
'''
미리 모든 경우의 수를 만들어 놓고, 이를 오름차순으로 정렬 후 Lower Bound를 이용하여 답을 찾는다. → 효율성 증가
'''
from bisect import bisect_left
from itertools import combinations
def make_all_cases(separate_info):
cases = []
for k in range(5):
for condition in combinations([0,1,2,3], k):
case = []
for idx in range(4):
if idx not in condition:
case.append(separate_info[idx])
else:
case.append('-')
cases.append(''.join(case))
return cases
def solution(info, query):
answer = []
all_people = {}
for i in info:
seperate_info = i.split()
cases = make_all_cases(seperate_info)
for case in cases:
if case not in all_people.keys():
all_people[case] = [int(seperate_info[4])]
else:
all_people[case].append(int(seperate_info[4]))
for key in all_people.keys():
all_people[key].sort()
for q in query:
seperate_q = q.split(' and ')
seperate_q.extend(seperate_q.pop().split())
target = ''
for sq in seperate_q[:4]:
target += sq
print(target)
print(all_people.keys())
if target in all_people.keys():
answer.append(len(all_people[target]) - bisect_left(all_people[target], int(seperate_q[4]), lo=0, hi=len(all_people[target])))
else:
answer.append(0)
return answer
| [
"noreply@github.com"
] | mata1139.noreply@github.com |
b8b8e92413aac60fca8d11f807e2d035100de717 | 06bb61c4d07a2be753b46977f2307f04aef6e2d3 | /binary tree/Serialize.py | ba0fe8feba9abd6cb12e52c1202e2051d85bdf22 | [] | no_license | Pengjp/lc | 2f8ab34e4a902caac320052037b53347a32d0006 | 1680b1c1d58ccdfb3d311716f61926b3e2b9755f | refs/heads/main | 2023-06-01T09:19:36.935023 | 2021-07-11T19:59:35 | 2021-07-11T19:59:35 | 358,338,542 | 0 | 1 | null | null | null | null | UTF-8 | Python | false | false | 955 | py | from Node import Node
head = Node(1)
head.left = Node(1)
head.left.right = Node(1)
''' pre order '''
def serialize(head):
if not head:
return '#_'
res = str(head.val) + '_'
res += serialize(head.left)
res += serialize(head.right)
return res
from collections import deque
def deserialize(preStr):
values = preStr.split('_')
queue = deque()
for i in values[:-1]:
queue.append(i)
def rebuild(queue):
value = queue.popleft()
if value == '#':
return None
head = Node(int(value))
head.left = rebuild(queue)
head.right = rebuild(queue)
return head
return rebuild(queue)
def printTree(node, level=0):
if node != None:
printTree(node.left, level + 1)
print(' ' * 4 * level + '->', node.val)
printTree(node.right, level + 1)
tree = deserialize(serialize(head))
printTree(tree)
print('---original---')
printTree(head)
| [
"jiapeng.1.guo@gmail.com"
] | jiapeng.1.guo@gmail.com |
1d93f4bb189ee252ecebd41ce794245b3625565b | d904745c7c8a84e70a7e21f89415791d7bbe093d | /thermo/stream.py | 206a51cc185fd62fc326b95e61ec76e41c0fdfd2 | [
"MIT",
"LicenseRef-scancode-unknown-license-reference"
] | permissive | leeathorskey/thermo | 1ebf73f8d80d1fdc3e49876d4f9d0767e24c3b22 | 095c03381f6e0d244499c55e274a1aade169045e | refs/heads/master | 2023-02-12T03:52:42.839693 | 2021-01-15T02:19:24 | 2021-01-15T02:19:24 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 80,577 | py | # -*- coding: utf-8 -*-
'''Chemical Engineering Design Library (ChEDL). Utilities for process modeling.
Copyright (C) 2017, 2018, 2019 Caleb Bell <Caleb.Andrew.Bell@gmail.com>
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.'''
from __future__ import division
__all__ = ['Stream', 'EnergyTypes', 'EnergyStream', 'StreamArgs', 'EquilibriumStream', 'mole_balance', 'energy_balance']
#import enum
try:
from collections import OrderedDict
except:
pass
#from numbers import Number
from fluids.constants import R
from chemicals.utils import property_molar_to_mass, property_mass_to_molar, solve_flow_composition_mix
from chemicals.exceptions import OverspeficiedError
from chemicals.utils import mixing_simple, normalize, Vfs_to_zs, ws_to_zs, zs_to_ws
from thermo.mixture import Mixture, preprocess_mixture_composition
from thermo.equilibrium import EquilibriumState
from thermo.flash import Flash
from fluids.pump import voltages_1_phase_residential, voltages_3_phase, residential_power_frequencies
# Could just assume IDs is always specified and constant.
# This might be useful for regular streams too, just to keep track of what values were specified by the user!
# If one composition value gets set to, remove those from every other value
base_specifications = {'zs': None, 'ws': None, 'Vfls': None, 'Vfgs': None,
'ns': None, 'ms': None, 'Qls': None, 'Qgs': None,
'n': None, 'm': None, 'Q': None,
'T': None, 'P': None, 'VF': None, 'H': None,
'Hm': None, 'S': None, 'Sm': None, 'energy': None}
class StreamArgs(object):
flashed = False
_state_cache = None
def __init__(self, IDs=None, zs=None, ws=None, Vfls=None, Vfgs=None,
T=None, P=None,
VF=None, H=None, Hm=None, S=None, Sm=None,
ns=None, ms=None, Qls=None, Qgs=None, m=None, n=None, Q=None,
energy=None,
Vf_TP=(None, None), Q_TP=(None, None, ''), pkg=None,
single_composition_basis=True):
# self.specifications = base_specifications.copy()
self.specifications = s = {'zs': None, 'ws': None, 'Vfls': None, 'Vfgs': None,
'ns': None, 'ms': None, 'Qls': None, 'Qgs': None,
'n': None, 'm': None, 'Q': None,
'T': None, 'P': None, 'VF': None, 'H': None,
'Hm': None, 'S': None, 'Sm': None, 'energy': None}
# If this is False, DO NOT CLEAR OTHER COMPOSITION / FLOW VARIABLES WHEN SETTING ONE!
# This makes sense for certain cases but not all.
self.single_composition_basis = single_composition_basis
self.IDs = IDs
self.Vf_TP = Vf_TP
self.Q_TP = Q_TP
# pkg should be either a property package or property package constants
self.pkg = self.property_package = self.property_package_constants = pkg
self.equilibrium_pkg = isinstance(pkg, Flash)
composition_specs = state_specs = flow_specs = 0
if zs is not None:
s['zs'] = zs
composition_specs += 1
if ws is not None:
s['ws'] = ws
composition_specs += 1
if Vfls is not None:
s['Vfls'] = Vfls
composition_specs += 1
if Vfgs is not None:
s['Vfgs'] = Vfls
composition_specs += 1
if ns is not None:
s['ns'] = ns
composition_specs += 1
flow_specs += 1
if ms is not None:
s['ms'] = ms
composition_specs += 1
flow_specs += 1
if Qls is not None:
s['Qls'] = Qls
composition_specs += 1
flow_specs += 1
if Qgs is not None:
s['Qgs'] = Qgs
composition_specs += 1
flow_specs += 1
if n is not None:
s['n'] = n
flow_specs += 1
if m is not None:
s['m'] = m
flow_specs += 1
if Q is not None:
s['Q'] = Q
flow_specs += 1
if T is not None:
s['T'] = T
state_specs += 1
if P is not None:
s['P'] = P
state_specs += 1
if VF is not None:
s['VF'] = VF
state_specs += 1
if Hm is not None:
s['Hm'] = Hm
state_specs += 1
if H is not None:
s['H'] = H
state_specs += 1
if Sm is not None:
s['Sm'] = Sm
state_specs += 1
if S is not None:
s['S'] = S
state_specs += 1
if energy is not None:
s['energy'] = energy
state_specs += 1
if flow_specs > 1 or composition_specs > 1:
self.reconcile_flows()
# raise ValueError("Flow specification is overspecified")
if composition_specs > 1 and single_composition_basis:
raise ValueError("Composition specification is overspecified")
if state_specs > 2:
raise ValueError("State specification is overspecified")
def __add__(self, b):
if not isinstance(b, StreamArgs):
raise Exception('Adding to a StreamArgs requires that the other object '
'also be a StreamArgs.')
a_flow_spec, b_flow_spec = self.flow_spec, b.flow_spec
a_composition_spec, b_composition_spec = self.composition_spec, b.composition_spec
a_state_specs, b_state_specs = self.state_specs, b.state_specs
args = {}
if b.IDs:
args['IDs'] = b.IDs
elif self.IDs:
args['IDs'] = self.IDs
flow_spec = b_flow_spec if b_flow_spec else a_flow_spec
if flow_spec:
args[flow_spec[0]] = flow_spec[1]
composition_spec = b_composition_spec if b_composition_spec else a_composition_spec
if composition_spec:
args[composition_spec[0]] = composition_spec[1]
if b_state_specs:
for i, j in b_state_specs:
args[i] = j
c = StreamArgs(**args)
if b_state_specs and len(b_state_specs) < 2 and a_state_specs:
for i, j in a_state_specs:
try:
setattr(c, i, j)
except:
pass
return c
def copy(self):
# single_composition_basis may mean multiple sets of specs for comp/flow
kwargs = self.specifications.copy()
if kwargs['zs'] is not None:
kwargs['zs'] = [i for i in kwargs['zs']]
if kwargs['ws'] is not None:
kwargs['ws'] = [i for i in kwargs['ws']]
if kwargs['ns'] is not None:
kwargs['ns'] = [i for i in kwargs['ns']]
if kwargs['ms'] is not None:
kwargs['ms'] = [i for i in kwargs['ms']]
if kwargs['Qls'] is not None:
kwargs['Qls'] = [i for i in kwargs['Qls']]
if kwargs['Qgs'] is not None:
kwargs['Qgs'] = [i for i in kwargs['Qgs']]
if kwargs['Vfgs'] is not None:
kwargs['Vfgs'] = [i for i in kwargs['Vfgs']]
if kwargs['Vfls'] is not None:
kwargs['Vfls'] = [i for i in kwargs['Vfls']]
return StreamArgs(Vf_TP=self.Vf_TP, Q_TP=self.Q_TP, pkg=self.pkg,
single_composition_basis=self.single_composition_basis, **kwargs)
__copy__ = copy
# return self.copy()
# return deepcopy(self)
@property
def IDs(self):
return self.specifications['IDs']
@IDs.setter
def IDs(self, IDs):
self.specifications['IDs'] = IDs
@property
def energy(self):
return self.specifications['energy']
@energy.setter
def energy(self, energy):
if energy is None:
self.specifications['energy'] = energy
return None
if self.specified_state_vars > 1 and self.flow_specified and self.energy is None:
raise Exception('Two state vars and a flow var already specified; unset another first')
self.specifications['energy'] = energy
@property
def T(self):
return self.specifications['T']
@T.setter
def T(self, T):
s = self.specifications
if T is None:
s['T'] = T
return None
if s['T'] is None and self.state_specified:
raise Exception('Two state vars already specified; unset another first')
s['T'] = T
@property
def T_calc(self):
T = self.specifications['T']
if T is not None:
return T
try:
return self.mixture.T
except:
return None
@property
def P_calc(self):
P = self.specifications['P']
if P is not None:
return P
try:
return self.mixture.P
except:
return None
@property
def VF_calc(self):
VF = self.specifications['VF']
if VF is not None:
return VF
try:
return self.mixture.VF
except:
return None
@property
def Hm_calc(self):
Hm = self.specifications['Hm']
if Hm is not None:
return Hm
try:
return self.mixture.H()
except:
return None
@property
def P(self):
return self.specifications['P']
@P.setter
def P(self, P):
s = self.specifications
if P is None:
s['P'] = None
return None
if s['P'] is None and self.state_specified:
raise Exception('Two state vars already specified; unset another first')
s['P'] = P
@property
def VF(self):
return self.specifications['VF']
@VF.setter
def VF(self, VF):
if VF is None:
self.specifications['VF'] = VF
return None
if self.state_specified and self.VF is None:
raise Exception('Two state vars already specified; unset another first')
self.specifications['VF'] = VF
@property
def H(self):
return self.specifications['H']
@H.setter
def H(self, H):
if H is None:
self.specifications['H'] = H
return None
if self.state_specified and self.H is None:
raise Exception('Two state vars already specified; unset another first')
self.specifications['H'] = H
@property
def Hm(self):
return self.specifications['Hm']
@Hm.setter
def Hm(self, Hm):
if Hm is None:
self.specifications['Hm'] = Hm
return None
if self.specified_state_vars > 1 and self.Hm is None:
raise Exception('Two state vars already specified; unset another first')
self.specifications['Hm'] = Hm
@property
def S(self):
return self.specifications['S']
@S.setter
def S(self, S):
if S is None:
self.specifications['S'] = S
return None
if self.specified_state_vars > 1 and self.S is None:
raise Exception('Two state vars already specified; unset another first')
self.specifications['S'] = S
@property
def Sm(self):
return self.specifications['Sm']
@Sm.setter
def Sm(self, Sm):
if Sm is None:
self.specifications['Sm'] = Sm
return None
if self.specified_state_vars > 1 and self.Sm is None:
raise Exception('Two state vars already specified; unset another first')
self.specifications['Sm'] = Sm
@property
def zs(self):
return self.specifications['zs']
@zs.setter
def zs(self, arg):
s = self.specifications
if arg is None:
specifications['zs'] = arg
else:
if self.single_composition_basis:
# args = {'zs': arg, 'ws': None, 'Vfls': None, 'Vfgs': None, 'ns': None,
# 'ms': None, 'Qls': None, 'Qgs': None}
s['zs'] = arg
s['ws'] = s['Vfls'] = s['Vfgs'] = s['ns'] = s['ms'] = s['Qls'] = s['Qgs'] = None
else:
specifications['zs'] = arg
@property
def zs_calc(self):
s = self.specifications
zs = s['zs']
if zs is not None:
if self.single_composition_basis:
return zs
else:
if None not in zs:
return zs
return None
ns = s['ns']
if ns is not None:
if self.single_composition_basis:
return normalize(ns)
if self.equilibrium_pkg:
MWs = self.pkg.constants.MWs
ws = s['ws']
if ws is not None and None not in ws:
return ws_to_zs(ws, MWs)
ms = s['ms']
if ms is not None and None not in ms:
return ws_to_zs(normalize(ms), MWs)
return None
@property
def ws(self):
return self.specifications['ws']
@ws.setter
def ws(self, arg):
if arg is None:
self.specifications['ws'] = arg
else:
if self.single_composition_basis:
args = {'zs': None, 'ws': arg, 'Vfls': None, 'Vfgs': None, 'ns': None,
'ms': None, 'Qls': None, 'Qgs': None}
self.specifications.update(args)
else:
self.specifications['ws'] = arg
@property
def Vfls(self):
return self.specifications['Vfls']
@Vfls.setter
def Vfls(self, arg):
if arg is None:
self.specifications['Vfls'] = arg
else:
if self.single_composition_basis:
args = {'zs': None, 'ws': None, 'Vfls': arg, 'Vfgs': None, 'ns': None,
'ms': None, 'Qls': None, 'Qgs': None}
self.specifications.update(args)
else:
self.specifications['Vfls'] = arg
@property
def Vfgs(self):
return self.specifications['Vfgs']
@Vfgs.setter
def Vfgs(self, arg):
if arg is None:
self.specifications['Vfgs'] = arg
else:
if self.single_composition_basis:
args = {'zs': None, 'ws': None, 'Vfls': None, 'Vfgs': arg, 'ns': None,
'ms': None, 'Qls': None, 'Qgs': None}
self.specifications.update(args)
else:
self.specifications['Vfgs'] = arg
@property
def ns(self):
return self.specifications['ns']
@ns.setter
def ns(self, arg):
s = self.specifications
if arg is None:
s['ns'] = arg
else:
if self.single_composition_basis:
s['zs'] = s['ws'] = s['Vfls'] = s['Vfgs'] = s['ms'] = s['Qls'] = s['Qgs'] = s['n'] = s['m'] = s['Q'] = None
s['ns'] = arg
else:
s['ns'] = arg
@property
def ns_calc(self):
s = self.specifications
ns = s['ns']
if ns is not None:
if self.single_composition_basis:
return ns
else:
if None not in ns:
return ns
return None
n = s['n']
if n is not None:
zs = self.zs_calc
if zs is not None:
return [n*zi for zi in zs]
m = s['m']
if m is not None:
zs = self.zs_calc
try:
MWs = self.pkg.constants.MWs
MW = mixing_simple(MWs, zs)
n = property_molar_to_mass(m, MW)
return [n*zi for zi in zs]
except:
pass
Q = s['Q']
if Q is not None:
zs = self.zs_calc
if zs is not None:
Q_TP = self.Q_TP
if Q_TP is not None:
if len(Q_TP) == 2 or (len(Q_TP) == 3 and not Q_TP[-1]):
# Calculate the volume via the property package
expensive_flash = self.pkg.flash(zs=zs, T=Q_TP[0], P=Q_TP[1])
V = expensive_flash.V()
if Q_TP[-1] == 'l':
V = self.pkg.liquids[0].to(T=Q_TP[0], P=Q_TP[1], zs=zs).V()
elif Q_TP[-1] == 'g':
V = self.pkg.gas.to(T=Q_TP[0], P=Q_TP[1], zs=zs).V()
else:
mixture = self.mixture
if mixture is not None:
V = mixture.V()
if V is not None:
n = Q/V
return [n*zi for zi in zs]
return None
@property
def ms(self):
return self.specifications['ms']
@ms.setter
def ms(self, arg):
s = self.specifications
if arg is None:
s['ms'] = arg
else:
if self.single_composition_basis:
s['zs'] = s['ws'] = s['Vfls'] = s['Vfgs'] = s['ns'] = s['Qls'] = s['Qgs'] = s['n'] = s['m'] = s['Q'] = None
s['ms'] = arg
else:
s['ms'] = arg
@property
def Qls(self):
return self.specifications['Qls']
@Qls.setter
def Qls(self, arg):
if arg is None:
s['Qls'] = arg
else:
if self.single_composition_basis:
s['zs'] = s['ws'] = s['Vfls'] = s['Vfgs'] = s['ms'] = s['ns'] = s['Qgs'] = s['n'] = s['m'] = s['Q'] = None
s['Qls'] = arg
else:
s['Qls'] = arg
@property
def Qgs(self):
return self.specifications['Qgs']
@Qgs.setter
def Qgs(self, arg):
if arg is None:
self.specifications['Qgs'] = arg
else:
if self.single_composition_basis:
args = {'zs': None, 'ws': None, 'Vfls': None, 'Vfgs': None,
'ns': None, 'ms': None, 'Qls': None, 'Qgs': arg,
'n': None, 'm': None, 'Q': None}
self.specifications.update(args)
else:
self.specifications['Qgs'] = arg
@property
def m(self):
return self.specifications['m']
@m.setter
def m(self, arg):
if arg is None:
self.specifications['m'] = arg
else:
args = {'ns': None, 'ms': None, 'Qls': None, 'Qgs': None,
'n': None, 'm': arg, 'Q': None}
self.specifications.update(args)
@property
def n(self):
return self.specifications['n']
@n.setter
def n(self, arg):
s = self.specifications
if arg is None:
s['n'] = None
else:
s['n'] = arg
s['ns'] = s['ms'] = s['Qls'] = s['Qgs'] = s['m'] = s['Q'] = None
@property
def n_calc(self):
s = self.specifications
n = s['n']
if n is not None:
return n
ns = s['ns']
if ns is not None and None not in ns:
return sum(ns)
# Everything funnels into ns_calc to avoid conflicts
ns_calc = self.ns_calc
if ns_calc is not None and None not in ns_calc:
return sum(ns_calc)
# m = s['m']
# if m is not None:
# zs = self.zs_calc
# if zs is not None and None not in zs:
# try:
# MWs = self.pkg.constants.MWs
# MW = mixing_simple(MWs, zs)
# n = property_molar_to_mass(m, MW)
# return n
# except:
# pass
return None
@property
def MW(self):
try:
MWs = self.pkg.constants.MWs
zs = self.zs_calc
MW = mixing_simple(MWs, zs)
return MW
except:
return None
@property
def m_calc(self):
m = self.specifications['m']
if m is not None:
return m
ms = self.specifications['ms']
if ms is not None and None not in ms:
return sum(ms)
return None
@property
def energy_calc(self):
s = self.specifications
# Try to get H from energy, or a molar specification
Q = s['energy']
m, n = None, None
if Q is None:
H = s['Hm']
if H is not None:
n = s['n']
if n is None:
n = self.n_calc
if n is not None:
Q = n*H
# Try to get H from a mass specification
if Q is None:
H_mass = s['H']
if H_mass is not None:
m = s['m']
if m is None:
m = self.m_calc
if m is not None:
Q = m*H_mass
# Try to flash and get enthalpy
if Q is None:
n = self.n_calc
if n is None:
m = self.m_calc
if m is not None or n is not None:
mixture = self.mixture
if mixture is not None:
if n is not None:
Q = mixture.H()*n
elif m is not None:
Q = mixture.H()*property_molar_to_mass(m, mixture.MW())
return Q
@property
def Q(self):
return self.specifications['Q']
@Q.setter
def Q(self, arg):
if arg is None:
self.specifications['Q'] = arg
else:
args = {'ns': None, 'ms': None, 'Qls': None, 'Qgs': None,
'n': None, 'm': None, 'Q': arg}
self.specifications.update(args)
def __repr__(self):
return '<StreamArgs, specs %s>' % self.specifications
def reconcile_flows(self, n_tol=2e-15, m_tol=2e-15):
s = self.specifications
n, m, Q = s['n'], s['m'], s['Q']
overspecified = False
if n is not None:
if m is not None:
raise OverspeficiedError("Flow specification is overspecified: n=%g, m=%g" %(n, m))
elif Q is not None:
raise OverspeficiedError("Flow specification is overspecified: n=%g, Q=%g" %(n, Q))
elif m is not None and Q is not None:
raise OverspeficiedError("Flow specification is overspecified: m=%g, Q=%g" %(m, Q))
ns, zs, ms, ws = s['ns'], s['zs'], s['ms'], s['ws']
if n is not None and ns is not None:
calc = 0.0
missing = 0
missing_idx = None
for i in range(len(ns)):
if ns[i] is None:
missing += 1
missing_idx = i
else:
calc += ns[i]
if missing == 0:
if abs((calc - n)/n) > n_tol:
raise ValueError("Flow specification is overspecified and inconsistent")
elif missing == 1:
ns[missing_idx] = n - calc
if m is not None and ms is not None:
calc = 0.0
missing = 0
missing_idx = None
for i in range(len(ms)):
if ms[i] is None:
missing += 1
missing_idx = i
else:
calc += ms[i]
if missing == 0:
if abs((calc - m)/m) > m_tol:
raise ValueError("Flow specification is overspecified and inconsistent")
elif missing == 1:
ms[missing_idx] = m - calc
if ns is not None and ms is not None:
try:
# Convert any ms to ns
MWs = self.pkg.constants.MWs
except:
return False
for i in range(len(ms)):
if ms[i] is not None:
ni = property_molar_to_mass(ms[i], MWs[i])
if ns[i] is not None and abs((ns[i] - ni)/ni) > n_tol:
raise ValueError("Flow specification is overspecified and inconsistent on component %d" %i)
else:
ns[i] = ni
if (zs is not None or ns is not None) and (ws is not None or ms is not None) and (m is not None or n is not None or ns is not None or ms is not None):
# We need the MWs
try:
MWs = self.pkg.constants.MWs
if zs is None:
zs = [None]*len(MWs)
if ws is None:
ws = [None]*len(MWs)
ns, zs, ws = solve_flow_composition_mix(ns, zs, ws, MWs)
s['ns'] = ns
except:
return False
# # Do our best to compute mole flows of everything
# if ns is not None:
# pass
@property
def composition_spec(self):
if self.equilibrium_pkg:
s = self.specifications
if s['zs'] is not None:
return 'zs', s['zs']
if s['ws'] is not None:
return 'ws', s['ws']
if s['Vfls'] is not None:
return 'Vfls', s['Vfls']
if s['Vfgs'] is not None:
return 'Vfgs', s['Vfgs']
if s['ns'] is not None:
return 'ns', s['ns']
if s['ms'] is not None:
return 'ms', s['ms']
if s['Qls'] is not None:
return 'Qls', s['Qls']
if s['Qgs'] is not None:
return 'Qgs', s['Qgs']
else:
IDs, zs, ws, Vfls, Vfgs = preprocess_mixture_composition(IDs=self.IDs,
zs=self.zs, ws=self.ws, Vfls=self.Vfls,
Vfgs=self.Vfgs, ignore_exceptions=True)
if zs is not None:
return 'zs', zs
elif ws is not None:
return 'ws', ws
elif Vfls is not None:
return 'Vfls', Vfls
elif Vfgs is not None:
return 'Vfgs', Vfgs
elif self.ns is not None:
return 'ns', self.ns
elif self.ms is not None:
return 'ms', self.ms
elif self.Qls is not None:
return 'Qls', self.Qls
elif self.Qgs is not None:
return 'Qgs', self.Qgs
@property
def clean(self):
'''If no variables (other than IDs) have been specified, return True,
otherwise return False.
'''
if self.composition_specified or self.state_specs or self.flow_specified:
return False
return True
@property
def specified_composition_vars(self):
IDs, zs, ws, Vfls, Vfgs = preprocess_mixture_composition(IDs=self.IDs,
zs=self.zs, ws=self.ws, Vfls=self.Vfls,
Vfgs=self.Vfgs, ignore_exceptions=True)
return sum(i is not None for i in (zs, ws, Vfls, Vfgs, self.ns, self.ms, self.Qls, self.Qgs))
@property
def composition_specified(self):
if self.equilibrium_pkg:
s = self.specifications
if s['zs'] is not None and None not in s['zs']:
return True
if s['ws'] is not None and None not in s['ws']:
return True
if s['Vfls'] is not None and None not in s['Vfls']:
return True
if s['Vfgs'] is not None and None not in s['Vfgs']:
return True
if s['ns'] is not None and None not in s['ns']:
return True
if s['ms'] is not None and None not in s['ms']:
return True
if s['Qls'] is not None and None not in s['Qls']:
return True
if s['Qgs'] is not None and None not in s['Qgs']:
return True
return False
IDs, zs, ws, Vfls, Vfgs = preprocess_mixture_composition(IDs=self.IDs,
zs=self.zs, ws=self.ws, Vfls=self.Vfls,
Vfgs=self.Vfgs, ignore_exceptions=True)
specified_vals = (i is not None for i in (zs, ws, Vfls, Vfgs, self.ns, self.ms, self.Qls, self.Qgs))
if any(specified_vals) and IDs:
return True
return False
@property
def state_specs(self):
s = self.specifications
specs = []
if s['T'] is not None:
specs.append(('T', s['T']))
if s['P'] is not None:
specs.append(('P', s['P']))
if s['VF'] is not None:
specs.append(('VF', s['VF']))
if s['Hm'] is not None:
specs.append(('Hm', s['Hm']))
if s['H'] is not None:
specs.append(('H', s['H']))
if s['Sm'] is not None:
specs.append(('Sm', s['Sm']))
if s['S'] is not None:
specs.append(('S', s['S']))
if s['energy'] is not None:
specs.append(('energy', s['energy']))
# for var in ('T', 'P', 'VF', 'Hm', 'H', 'Sm', 'S', 'energy'):
# v = getattr(self, var)
# if v is not None:
# specs.append((var, v))
return specs
@property
def specified_state_vars(self):
# Slightly faster
return sum(self.specifications[i] is not None for i in ('T', 'P', 'VF', 'Hm', 'H', 'Sm', 'S', 'energy'))
# return sum(i is not None for i in (self.T, self.P, self.VF, self.Hm, self.H, self.Sm, self.S, self.energy))
@property
def state_specified(self):
s = self.specifications
state_vars = 0
if s['T'] is not None:
state_vars += 1
if s['P'] is not None:
state_vars += 1
if s['VF'] is not None:
state_vars += 1
if s['Hm'] is not None:
state_vars += 1
if s['H'] is not None:
state_vars += 1
if s['S'] is not None:
state_vars += 1
if s['Sm'] is not None:
state_vars += 1
if s['energy'] is not None:
state_vars += 1
# state_vars = (i is not None for i in (self.T, self.P, self.VF, self.Hm, self.H, self.Sm, self.S, self.energy))
if state_vars == 2:
return True
return False
@property
def non_pressure_spec_specified(self):
state_vars = (i is not None for i in (self.T, self.VF, self.Hm, self.H, self.Sm, self.S, self.energy))
if sum(state_vars) >= 1:
return True
return False
@property
def flow_spec(self):
s = self.specifications
if s['ns'] is not None:
return ('ns', s['ns'])
if s['ms'] is not None:
return ('ms', s['ms'])
if s['Qls'] is not None:
return ('Qls', s['Qls'])
if s['Qgs'] is not None:
return ('Qgs', s['Qgs'])
if s['m'] is not None:
return ('m', s['m'])
if s['n'] is not None:
return ('n', s['n'])
if s['Q'] is not None:
return ('Q', s['Q'])
#
# # TODO consider energy?
# specs = []
# for var in ('ns', 'ms', 'Qls', 'Qgs', 'm', 'n', 'Q'):
# v = getattr(self, var)
# if v is not None:
# return var, v
@property
def specified_flow_vars(self):
return sum(i is not None for i in (self.ns, self.ms, self.Qls, self.Qgs, self.m, self.n, self.Q))
@property
def flow_specified(self):
s = self.specifications
if s['ns'] is not None:
return True
if s['ms'] is not None:
return True
if s['Qls'] is not None:
return True
if s['Qgs'] is not None:
return True
if s['m'] is not None:
return True
if s['n'] is not None:
return True
if s['Q'] is not None:
return True
return False
# flow_vars = (i is not None for i in (self.ns, self.ms, self.Qls, self.Qgs, self.m, self.n, self.Q))
# if sum(flow_vars) == 1:
# return True
# return False
def update(self, **kwargs):
for key, value in kwargs:
setattr(self, key, value)
def flash(self, hot_start=None, existing_flash=None):
# if self.flow_specified and self.composition_specified and self.state_specified:
s = self.specifications.copy()
del s['IDs']
if 'S' in s:
if s['S'] is not None:
s['S_mass'] = s['S']
del s['S']
if 'Sm' in s:
if s['Sm'] is not None:
s['S'] = s['Sm']
del s['Sm']
if 'H' in s:
if s['H'] is not None:
s['H_mass'] = s['H']
del s['H']
if 'Hm' in s:
if s['Hm'] is not None:
s['H'] = s['Hm']
del s['Hm']
return EquilibriumStream(self.property_package, hot_start=hot_start,
existing_flash=existing_flash, **s)
@property
def stream(self):
if self.equilibrium_pkg:
if self.flow_specified and self.composition_specified and self.state_specified:
s = self.specifications.copy()
del s['IDs']
if 'S' in s:
if s['S'] is not None:
s['S_mass'] = s['S']
del s['S']
if 'Sm' in s:
if s['Sm'] is not None:
s['S'] = s['Sm']
del s['Sm']
if 'H' in s:
if s['H'] is not None:
s['H_mass'] = s['H']
del s['H']
if 'Hm' in s:
if s['Hm'] is not None:
s['H'] = s['Hm']
del s['Hm']
return EquilibriumStream(self.property_package, **s)
else:
if self.IDs and self.composition_specified and self.state_specified and self.flow_specified:
return Stream(IDs=self.IDs, zs=self.zs, ws=self.ws, Vfls=self.Vfls, Vfgs=self.Vfgs,
ns=self.ns, ms=self.ms, Qls=self.Qls, Qgs=self.Qgs,
n=self.n, m=self.m, Q=self.Q,
T=self.T, P=self.P, VF=self.VF, H=self.H, S=self.S,
Hm=self.Hm, Sm=self.Sm,
Vf_TP=self.Vf_TP, Q_TP=self.Q_TP, energy=self.energy,
pkg=self.property_package)
def flash_state(self, hot_start=None):
if self.composition_specified and self.state_specified:
s = self.specifications
# Flash call only takes `zs`
zs = self.zs_calc
T, P, H, S, VF = s['T'], s['P'], s['Hm'], s['Sm'], s['VF']
# Do we need
spec_count = 0
if T is not None:
spec_count += 1
if P is not None:
spec_count += 1
if H is not None:
spec_count += 1
if S is not None:
spec_count += 1
if VF is not None:
spec_count += 1
if spec_count < 2:
energy = s['energy']
if energy is not None:
n = self.n_calc
if n is not None:
H = energy/n
spec_count += 1
if spec_count < 2:
H_mass = s['H']
if H_mass is not None:
MW = self.MW
if MW is not None:
H = property_mass_to_molar(H_mass, MW)
spec_count += 1
if spec_count < 2:
S_mass = s['S']
if S_mass is not None:
MW = self.MW
if MW is not None:
S = property_mass_to_molar(S_mass, MW)
spec_count += 1
state_cache = (T, P, H, S, VF, tuple(zs))
if state_cache == self._state_cache:
try:
return self._mixture
except:
pass
m = self.property_package.flash(T=T, P=P, zs=zs, H=H, S=S, VF=VF, hot_start=hot_start)
self._mixture = m
self._state_cache = state_cache
return m
@property
def mixture(self):
if self.equilibrium_pkg:
return self.flash_state()
else:
if self.IDs and self.composition_specified and self.state_specified:
return Mixture(IDs=self.IDs, zs=self.zs, ws=self.ws, Vfls=self.Vfls, Vfgs=self.Vfgs,
T=self.T, P=self.P, VF=self.VF, H=self.H, S=self.S, Hm=self.Hm, Sm=self.Sm,
Vf_TP=self.Vf_TP, pkg=self.property_package)
class Stream(Mixture):
'''Creates a Stream object which is useful for modeling mass and energy
balances.
Streams have five variables. The flow rate, composition, and components are
mandatory; and two of the variables temperature, pressure, vapor fraction,
enthalpy, or entropy are required. Entropy and enthalpy may also be
provided in a molar basis; energy can also be provided, which when
combined with either a flow rate or enthalpy will calculate the other
variable.
The composition and flow rate may be specified together or separately. The
options for specifying them are:
* Mole fractions `zs`
* Mass fractions `ws`
* Liquid standard volume fractions `Vfls`
* Gas standard volume fractions `Vfgs`
* Mole flow rates `ns`
* Mass flow rates `ms`
* Liquid flow rates `Qls` (based on pure component volumes at the T and P
specified by `Q_TP`)
* Gas flow rates `Qgs` (based on pure component volumes at the T and P
specified by `Q_TP`)
If only the composition is specified by providing any of `zs`, `ws`, `Vfls`
or `Vfgs`, the flow rate must be specified by providing one of these:
* Mole flow rate `n`
* Mass flow rate `m`
* Volumetric flow rate `Q` at the provided `T` and `P` or if specified,
`Q_TP`
* Energy `energy`
The state variables must be two of the following. Not all combinations
result in a supported flash.
* Tempetarure `T`
* Pressure `P`
* Vapor fraction `VF`
* Enthalpy `H`
* Molar enthalpy `Hm`
* Entropy `S`
* Molar entropy `Sm`
* Energy `energy`
Parameters
----------
IDs : list, optional
List of chemical identifiers - names, CAS numbers, SMILES or InChi
strings can all be recognized and may be mixed [-]
zs : list or dict, optional
Mole fractions of all components in the stream [-]
ws : list or dict, optional
Mass fractions of all components in the stream [-]
Vfls : list or dict, optional
Volume fractions of all components as a hypothetical liquid phase based
on pure component densities [-]
Vfgs : list or dict, optional
Volume fractions of all components as a hypothetical gas phase based
on pure component densities [-]
ns : list or dict, optional
Mole flow rates of each component [mol/s]
ms : list or dict, optional
Mass flow rates of each component [kg/s]
Qls : list or dict, optional
Liquid flow rates of all components as a hypothetical liquid phase
based on pure component densities [m^3/s]
Qgs : list or dict, optional
Gas flow rates of all components as a hypothetical gas phase
based on pure component densities [m^3/s]
n : float, optional
Total mole flow rate of all components in the stream [mol/s]
m : float, optional
Total mass flow rate of all components in the stream [kg/s]
Q : float, optional
Total volumetric flow rate of all components in the stream based on the
temperature and pressure specified by `T` and `P` [m^3/s]
T : float, optional
Temperature of the stream (default 298.15 K), [K]
P : float, optional
Pressure of the stream (default 101325 Pa) [Pa]
VF : float, optional
Vapor fraction (mole basis) of the stream, [-]
H : float, optional
Mass enthalpy of the stream, [J]
Hm : float, optional
Molar enthalpy of the stream, [J/mol]
S : float, optional
Mass entropy of the stream, [J/kg/K]
Sm : float, optional
Molar entropy of the stream, [J/mol/K]
energy : float, optional
Flowing energy of the stream (`H`*`m`), [W]
pkg : object
The thermodynamic property package to use for flash calculations;
one of the caloric packages in :obj:`thermo.property_package`;
defaults to the ideal model [-]
Vf_TP : tuple(2, float), optional
The (T, P) at which the volume fractions are specified to be at, [K]
and [Pa]
Q_TP : tuple(3, float, float, str), optional
The (T, P, phase) at which the volumetric flow rate is specified to be
at, [K] and [Pa]
Examples
--------
Creating Stream objects:
A stream of vodka with volume fractions 60% liquid, 40% ethanol, 1 kg/s:
>>> from thermo import Stream
>>> Stream(['water', 'ethanol'], Vfls=[.6, .4], T=300, P=1E5, m=1)
<Stream, components=['water', 'ethanol'], mole fractions=[0.8299, 0.1701], mass flow=1.0 kg/s, mole flow=43.883974 mol/s, T=300.00 K, P=100000 Pa>
A stream of air at 400 K and 1 bar, flow rate of 1 mol/s:
>>> Stream('air', T=400, P=1e5, n=1)
<Stream, components=['nitrogen', 'argon', 'oxygen'], mole fractions=[0.7812, 0.0092, 0.2096], mass flow=0.028958 kg/s, mole flow=1 mol/s, T=400.00 K, P=100000 Pa>
A flow of 1 L/s of 10 wt% phosphoric acid at 320 K:
>>> Stream(['water', 'phosphoric acid'], ws=[.9, .1], T=320, P=1E5, Q=0.001)
<Stream, components=['water', 'phosphoric acid'], mole fractions=[0.98, 0.02], mole flow=53.2136286991 mol/s, T=320.00 K, P=100000 Pa>
Instead of specifying the composition and flow rate separately, they can
be specified as a list of flow rates in the appropriate units.
80 kg/s of furfuryl alcohol/water solution:
>>> Stream(['furfuryl alcohol', 'water'], ms=[50, 30])
<Stream, components=['furfuryl alcohol', 'water'], mole fractions=[0.2343, 0.7657], mole flow=2174.93735951 mol/s, T=298.15 K, P=101325 Pa>
A stream of 100 mol/s of 400 K, 1 MPa argon:
>>> Stream(['argon'], ns=[100], T=400, P=1E6)
<Stream, components=['argon'], mole fractions=[1.0], mole flow=100 mol/s, T=400.00 K, P=1000000 Pa>
A large stream of vinegar, 8 volume %:
>>> Stream(['Acetic acid', 'water'], Qls=[1, 1/.088])
<Stream, components=['acetic acid', 'water'], mole fractions=[0.0269, 0.9731], mole flow=646268.518749 mol/s, T=298.15 K, P=101325 Pa>
A very large stream of 100 m^3/s of steam at 500 K and 2 MPa:
>>> Stream(['water'], Qls=[100], T=500, P=2E6)
<Stream, components=['water'], mole fractions=[1.0], mole flow=4617174.33613 mol/s, T=500.00 K, P=2000000 Pa>
A real example of a stream from a pulp mill:
>>> Stream(['Methanol', 'Sulphuric acid', 'sodium chlorate', 'Water', 'Chlorine dioxide', 'Sodium chloride', 'Carbon dioxide', 'Formic Acid', 'sodium sulfate', 'Chlorine'], T=365.2, P=70900, ns=[0.3361749, 11.5068909, 16.8895876, 7135.9902928, 1.8538332, 0.0480655, 0.0000000, 2.9135162, 205.7106922, 0.0012694])
<Stream, components=['methanol', 'sulfuric acid', 'sodium chlorate', 'water', 'chlorine dioxide', 'sodium chloride', 'carbon dioxide', 'formic acid', 'sodium sulfate', 'chlorine'], mole fractions=[0.0, 0.0016, 0.0023, 0.9676, 0.0003, 0.0, 0.0, 0.0004, 0.0279, 0.0], mole flow=7375.2503227 mol/s, T=365.20 K, P=70900 Pa>
For streams with large numbers of components, it may be confusing to enter
the composition separate from the names of the chemicals. For that case,
the syntax using dictionaries as follows is supported with any composition
specification:
>>> comp = OrderedDict([('methane', 0.96522),
... ('nitrogen', 0.00259),
... ('carbon dioxide', 0.00596),
... ('ethane', 0.01819),
... ('propane', 0.0046),
... ('isobutane', 0.00098),
... ('butane', 0.00101),
... ('2-methylbutane', 0.00047),
... ('pentane', 0.00032),
... ('hexane', 0.00066)])
>>> m = Stream(ws=comp, m=33)
Notes
-----
.. warning::
The Stream class is not designed for high-performance or the ability
to use different thermodynamic models. It is especially limited in its
multiphase support and the ability to solve with specifications other
than temperature and pressure. It is impossible to change constant
properties such as a compound's critical temperature in this interface.
It is recommended to switch over to the :obj:`thermo.flash` and
:obj:`EquilibriumStream` interfaces
which solves those problems and are better positioned to grow. That
interface also requires users to be responsible for their chemical
constants and pure component correlations; while default values can
easily be loaded for most compounds, the user is ultimately responsible
for them.
'''
flashed = True
def __repr__(self): # pragma: no cover
txt = '<Stream, components=%s, mole fractions=%s, mass flow=%s kg/s, mole flow=%s mol/s' % (self.names, [round(i,4) for i in self.zs], self.m, self.n)
# T and P may not be available if a flash has failed
try:
txt += ', T=%.2f K, P=%.0f Pa>' %(self.T, self.P)
except:
txt += ', thermodynamic conditions unknown>'
return txt
def __init__(self, IDs=None, zs=None, ws=None, Vfls=None, Vfgs=None,
ns=None, ms=None, Qls=None, Qgs=None,
n=None, m=None, Q=None,
T=None, P=None, VF=None, H=None, Hm=None, S=None, Sm=None,
energy=None, pkg=None, Vf_TP=(None, None), Q_TP=(None, None, '')):
composition_options = ('zs', 'ws', 'Vfls', 'Vfgs', 'ns', 'ms', 'Qls', 'Qgs')
composition_option_count = 0
for i in composition_options:
if locals()[i] is not None:
composition_option_count += 1
self.composition_spec = (i, locals()[i])
if hasattr(IDs, 'strip') or (type(IDs) == list and len(IDs) == 1):
pass # one component only - do not raise an exception
elif composition_option_count < 1:
raise Exception("No composition information is provided; one of "
"'ws', 'zs', 'Vfls', 'Vfgs', 'ns', 'ms', 'Qls' or "
"'Qgs' must be specified")
elif composition_option_count > 1:
raise Exception("More than one source of composition information "
"is provided; only one of "
"'ws', 'zs', 'Vfls', 'Vfgs', 'ns', 'ms', 'Qls' or "
"'Qgs' can be specified")
# if more than 1 of composition_options is given, raise an exception
flow_options = ('ns', 'ms', 'Qls', 'Qgs', 'm', 'n', 'Q') # energy
flow_option_count = 0
for i in flow_options:
if locals()[i] is not None:
flow_option_count += 1
self.flow_spec = (i, locals()[i])
# flow_option_count = sum(i is not None for i in flow_options)
# Energy can be used as an enthalpy spec or a flow rate spec
if flow_option_count > 1 and energy is not None:
if Hm is not None or H is not None:
flow_option_count -= 1
if flow_option_count < 1:
raise Exception("No flow rate information is provided; one of "
"'m', 'n', 'Q', 'ms', 'ns', 'Qls', 'Qgs' or "
"'energy' must be specified")
elif flow_option_count > 1:
raise Exception("More than one source of flow rate information is "
"provided; only one of "
"'m', 'n', 'Q', 'ms', 'ns', 'Qls', 'Qgs' or "
"'energy' can be specified")
if ns is not None:
zs = ns
elif ms is not None:
ws = ms
elif Qls is not None:
Vfls = Qls
elif Qgs is not None:
Vfgs = Qgs
# If T and P are known, only need to flash once
if T is not None and P is not None:
super(Stream, self).__init__(IDs, zs=zs, ws=ws, Vfls=Vfls, Vfgs=Vfgs,
T=T, P=P, Vf_TP=Vf_TP, pkg=pkg)
else:
# Initialize without a flash
Mixture.autoflash = False
super(Stream, self).__init__(IDs, zs=zs, ws=ws, Vfls=Vfls, Vfgs=Vfgs,
Vf_TP=Vf_TP, pkg=pkg)
Mixture.autoflash = True
if n is not None:
self.n = n
elif m is not None:
self.n = property_molar_to_mass(m, self.MW) # m*10000/MW
elif Q is not None:
try:
if Q_TP != (None, None, ''):
if len(Q_TP) == 2 or (len(Q_TP) == 3 and not Q_TP[-1]):
# Calculate the phase via the property package
self.property_package.flash(self.zs, T=Q_TP[0], P=Q_TP[1])
phase = self.property_package.phase if self.property_package.phase in ('l', 'g') else 'g'
else:
phase = Q_TP[-1]
if phase == 'l':
Vm = self.VolumeLiquidMixture(T=Q_TP[0], P=Q_TP[1], zs=self.zs, ws=self.ws)
else:
Vm = self.VolumeGasMixture(T=Q_TP[0], P=Q_TP[1], zs=self.zs, ws=self.ws)
else:
Vm = self.Vm
self.n = Q/Vm
except:
raise Exception('Molar volume could not be calculated to determine the flow rate of the stream.')
elif ns is not None:
if isinstance(ns, (OrderedDict, dict)):
ns = ns.values()
self.n = sum(ns)
elif ms is not None:
if isinstance(ms, (OrderedDict, dict)):
ms = ms.values()
self.n = property_molar_to_mass(sum(ms), self.MW)
elif Qls is not None:
# volume flows and total enthalpy/entropy should be disabled
try:
if isinstance(Qls, (OrderedDict, dict)):
Qls = Qls.values()
self.n = sum([Q/Vml for Q, Vml in zip(Qls, self.Vmls)])
except:
raise Exception('Liquid molar volume could not be calculated to determine the flow rate of the stream.')
elif Qgs is not None:
try:
if isinstance(Qgs, (OrderedDict, dict)):
Qgs = Qgs.values()
self.n = sum([Q/Vmg for Q, Vmg in zip(Qgs, self.Vmgs)])
except:
raise Exception('Gas molar volume could not be calculated to determine the flow rate of the stream.')
elif energy is not None:
if H is not None:
self.m = energy/H # Watt/(J/kg) = kg/s
elif Hm is not None:
self.n = energy/Hm # Watt/(J/kg) = mol/s
else:
raise NotImplemented
# Energy specified - calculate H or Hm
if energy is not None:
if hasattr(self, 'm'):
H = energy/self.m
if hasattr(self, 'n'):
Hm = energy/self.n
if T is None or P is None:
non_TP_state_vars = sum(i is not None for i in [VF, H, Hm, S, Sm, energy])
if non_TP_state_vars == 0:
if T is None:
T = self.T_default
if P is None:
P = self.P_default
self.flash(T=T, P=P, VF=VF, H=H, Hm=Hm, S=S, Sm=Sm)
self.set_extensive_flow(self.n)
self.set_extensive_properties()
def set_extensive_flow(self, n=None):
if n is None:
n = self.n
self.n = n
self.m = property_mass_to_molar(self.n, self.MW)
self.ns = [self.n*zi for zi in self.zs]
self.ms = [self.m*wi for wi in self.ws]
try:
self.Q = self.m/self.rho
except:
pass
try:
self.Qgs = [m/rho for m, rho in zip(self.ms, self.rhogs)]
except:
pass
try:
self.Qls = [m/rho for m, rho in zip(self.ms, self.rhols)]
except:
pass
if self.phase == 'l/g' or self.phase == 'l':
self.nl = self.n*(1. - self.V_over_F)
self.nls = [xi*self.nl for xi in self.xs]
self.mls = [ni*MWi*1E-3 for ni, MWi in zip(self.nls, self.MWs)]
self.ml = sum(self.mls)
if self.rhol:
self.Ql = self.ml/self.rhol
else:
self.Ql = None
if self.phase == 'l/g' or self.phase == 'g':
self.ng = self.n*self.V_over_F
self.ngs = [yi*self.ng for yi in self.ys]
self.mgs = [ni*MWi*1E-3 for ni, MWi in zip(self.ngs, self.MWs)]
self.mg = sum(self.mgs)
if self.rhog:
self.Qg = self.mg/self.rhog
else:
self.Qg = None
def StreamArgs(self):
'''Goal to create a StreamArgs instance, with the user specified
variables always being here.
The state variables are currently correctly tracked. The flow rate and
composition variable needs to be tracked as a function of what was
specified as the input variables.
The flow rate needs to be changed wen the stream flow rate is changed.
Note this stores unnormalized specs, but that this is OK.
'''
kwargs = {i:j for i, j in zip(('T', 'P', 'VF', 'H', 'Hm', 'S', 'Sm'), self.specs)}
kwargs['IDs'] = self.IDs
kwargs[self.composition_spec[0]] = self.composition_spec[1]
kwargs[self.flow_spec[0]] = self.flow_spec[1]
return StreamArgs(**kwargs)
# flow_spec, composition_spec are attributes already
@property
def specified_composition_vars(self):
'''number of composition variables'''
return 1
@property
def composition_specified(self):
'''Always needs a composition'''
return True
@property
def specified_state_vars(self):
'''Always needs two states'''
return 2
@property
def non_pressure_spec_specified(self):
'''Cannot have a stream without an energy-type spec.
'''
return True
@property
def state_specified(self):
'''Always needs a state'''
return True
@property
def state_specs(self):
'''Returns a list of tuples of (state_variable, state_value) representing
the thermodynamic state of the system.
'''
specs = []
for i, var in enumerate(('T', 'P', 'VF', 'Hm', 'H', 'Sm', 'S', 'energy')):
v = self.specs[i]
if v is not None:
specs.append((var, v))
return specs
@property
def specified_flow_vars(self):
'''Always needs only one flow specified'''
return 1
@property
def flow_specified(self):
'''Always needs a flow specified'''
return True
def flash(self, T=None, P=None, VF=None, H=None, Hm=None, S=None, Sm=None,
energy=None):
self.specs = (T, P, VF, H, Hm, S, Sm, energy)
if energy is not None:
H = energy/self.m
if H is not None:
Hm = property_mass_to_molar(H, self.MW)
if S is not None:
Sm = property_mass_to_molar(S, self.MW)
super(Stream, self).flash_caloric(T=T, P=P, VF=VF, Hm=Hm, Sm=Sm)
self.set_extensive_properties()
def set_extensive_properties(self):
if not hasattr(self, 'm'):
self.energy = None
return None
if self.H is not None and self.m is not None:
self.energy = self.H*self.m
self.energy_reactive = self.H_reactive*self.m
else:
self.energy = None
def calculate(self, T=None, P=None):
self.set_TP(T=T, P=P)
self.set_phase()
if hasattr(self, 'rho') and self.rho:
self.Q = self.m/self.rho
else:
self.Q = None
self.set_extensive_flow()
self.set_extensive_properties()
def __add__(self, other):
if not isinstance(other, Stream):
raise Exception('Adding to a stream requires that the other object '
'also be a stream.')
if (set(self.CASs) == set(other.CASs)) and (len(self.CASs) == len(other.CASs)):
cmps = self.CASs
else:
cmps = sorted(list(set((self.CASs + other.CASs))))
mole = self.n + other.n
moles = []
for cmp in cmps:
moles.append(0)
if cmp in self.CASs:
ind = self.CASs.index(cmp)
moles[-1] += self.zs[ind]*self.n
if cmp in other.CASs:
ind = other.CASs.index(cmp)
moles[-1] += other.zs[ind]*other.n
T = min(self.T, other.T)
P = min(self.P, other.P)
return Stream(IDs=cmps, ns=moles, T=T, P=P, pkg=self.property_package)
def __sub__(self, other):
# Subtracts the mass flow rates in other from self and returns a new
# Stream instance
# Check if all components are present in the original stream,
# while ignoring 0-flow streams in other
components_in_self = [i in self.CASs for i in other.CASs]
if not all(components_in_self):
for i, in_self in enumerate(components_in_self):
if not in_self and other.zs[i] > 0:
raise Exception('Not all components to be removed are \
present in the first stream; %s is not present.' %other.IDs[i])
# Calculate the mole flows of each species
ns_self = list(self.ns)
ns_other = list(other.ns)
n_product = sum(ns_self) - sum(ns_other)
for i, CAS in enumerate(self.CASs):
if CAS in other.CASs:
nj = ns_other[other.CASs.index(CAS)]
# Merely normalizing the mole flow difference is enough to make
# ~1E-16 relative differences; allow for a little tolerance here
relative_difference_product = abs(ns_self[i] - nj)/n_product
relative_difference_self = abs(ns_self[i] - nj)/ns_self[i]
if ns_self[i] - nj < 0 and (relative_difference_product > 1E-12 or relative_difference_self > 1E-9):
raise Exception('Attempting to remove more %s than is in the \
first stream.' %self.IDs[i])
if ns_self[i] - nj < 0.:
ns_self[i] = 0.
elif relative_difference_product < 1E-12:
ns_self[i] = 0.
else:
ns_self[i] = ns_self[i] - nj
# Remove now-empty streams:
ns_product = []
CASs_product = []
for n, CAS in zip(ns_self, self.CASs):
if n != 0:
ns_product.append(n)
CASs_product.append(CAS)
# Create the resulting stream
return Stream(IDs=CASs_product, ns=ns_product, T=self.T, P=self.P)
class EquilibriumStream(EquilibriumState):
flashed = True
def __repr__(self):
s = '<EquilibriumStream, T=%.4f, P=%.4f, zs=%s, betas=%s, mass flow=%s kg/s, mole flow=%s mol/s, phases=%s>'
s = s %(self.T, self.P, self.zs, self.betas, self.m, self.n, self.phases)
return s
def __init__(self, flasher, zs=None, ws=None, Vfls=None, Vfgs=None,
ns=None, ms=None, Qls=None, Qgs=None,
n=None, m=None, Q=None,
T=None, P=None, VF=None, H=None, H_mass=None, S=None, S_mass=None,
energy=None, Vf_TP=None, Q_TP=None, hot_start=None,
existing_flash=None):
constants = flasher.constants
# Composition information
composition_option_count = 0
if zs is not None:
composition_option_count += 1
self.composition_spec = ('zs', zs)
if ws is not None:
composition_option_count += 1
self.composition_spec = ('ws', ws)
if Vfls is not None:
composition_option_count += 1
self.composition_spec = ('Vfls', Vfls)
if Vfgs is not None:
composition_option_count += 1
self.composition_spec = ('Vfgs', Vfgs)
if ns is not None:
composition_option_count += 1
self.composition_spec = ('ns', ns)
if ms is not None:
composition_option_count += 1
self.composition_spec = ('ms', ms)
if Qls is not None:
composition_option_count += 1
self.composition_spec = ('Qls', Qls)
if Qgs is not None:
composition_option_count += 1
self.composition_spec = ('Qgs', Qgs)
if composition_option_count < 1:
raise Exception("No composition information is provided; one of "
"'ws', 'zs', 'Vfls', 'Vfgs', 'ns', 'ms', 'Qls' or "
"'Qgs' must be specified")
elif composition_option_count > 1:
raise Exception("More than one source of composition information "
"is provided; only one of "
"'ws', 'zs', 'Vfls', 'Vfgs', 'ns', 'ms', 'Qls' or "
"'Qgs' can be specified")
flow_option_count = 0
if ns is not None:
flow_option_count += 1
self.flow_spec = ('ns', ns)
if ms is not None:
flow_option_count += 1
self.flow_spec = ('ms', ms)
if Qls is not None:
flow_option_count += 1
self.flow_spec = ('Qls', Qls)
if Qgs is not None:
flow_option_count += 1
self.flow_spec = ('Qgs', Qgs)
if m is not None:
flow_option_count += 1
self.flow_spec = ('m', m)
if n is not None:
flow_option_count += 1
self.flow_spec = ('n', n)
if Q is not None:
flow_option_count += 1
self.flow_spec = ('Q', Q)
if flow_option_count > 1 and energy is not None:
if H is not None or H_mass is not None:
flow_option_count -= 1
if flow_option_count < 1:
raise Exception("No flow rate information is provided; one of "
"'m', 'n', 'Q', 'ms', 'ns', 'Qls', 'Qgs' or "
"'energy' must be specified")
elif flow_option_count > 1:
raise Exception("More than one source of flow rate information is "
"provided; only one of "
"'m', 'n', 'Q', 'ms', 'ns', 'Qls', 'Qgs' or "
"'energy' can be specified")
# Make sure mole fractions are available
if ns is not None:
zs = normalize(ns)
elif ms is not None:
zs = ws_to_zs(normalize(ms), constants.MWs)
elif ws is not None:
zs = ws_to_zs(ws, constants.MWs)
elif Qls is not None or Vfls is not None:
if Vfls is None:
Vfls = normalize(Qls)
if Vf_TP is not None and Vf_TP != (None, None):
VolumeObjects = flasher.properties.VolumeLiquids
Vms_TP = [i(T_vf, P_vf) for i in VolumeObjects]
else:
Vms_TP = constants.Vml_STPs
zs = Vfs_to_zs(Vfls, Vms_TP)
elif Qgs is not None:
zs = normalize(Qgs)
elif Vfgs is not None:
zs = Vfgs
MW = 0.0
MWs = constants.MWs
for i in range(len(zs)):
MW += zs[i]*MWs[i]
self._MW = MW
MW_inv = 1.0/MW
if H_mass is not None:
H = property_mass_to_molar(H_mass, MW)
if S_mass is not None:
S = property_mass_to_molar(S_mass, MW)
if energy is not None:
# Handle the various mole flows - converting to get energy; subset for now
if m is not None:
n = property_molar_to_mass(m, MW) # m*10000/MW
elif ns is not None:
n = sum(ns)
elif ms is not None:
n = property_molar_to_mass(sum(ms), MW)
H = energy/n
if existing_flash is not None:
# All variable which have been set
if type(existing_flash) is EquilibriumStream:
composition_spec, flow_spec = self.composition_spec, self.flow_spec
self.__dict__.update(existing_flash.__dict__)
if type(existing_flash) is EquilibriumStream:
self.composition_spec, self.flow_spec = composition_spec, flow_spec
# TODO: are any variables caried over from an existing equilibrium stream?
# Delete if so
else:
dest = super(EquilibriumStream, self).__init__
flasher.flash(T=T, P=P, VF=VF, H=H, S=S, dest=dest, zs=zs, hot_start=hot_start)
# Convert the flow rate into total molar flow
if m is not None:
n = property_molar_to_mass(m, MW) # m*10000/MW
elif ns is not None:
n = sum(ns)
elif ms is not None:
n = property_molar_to_mass(sum(ms), MW)
elif Q is not None:
try:
if Q_TP is not None:
if len(Q_TP) == 2 or (len(Q_TP) == 3 and not Q_TP[-1]):
# Calculate the volume via the property package
expensive_flash = flasher.flash(zs=zs, T=Q_TP[0], P=Q_TP[1])
V = expensive_flash.V()
if Q_TP[-1] == 'l':
V = flasher.liquids[0].to(T=Q_TP[0], P=Q_TP[1], zs=zs).V()
elif Q_TP[-1] == 'g':
V = flasher.gas.to(T=Q_TP[0], P=Q_TP[1], zs=zs).V()
else:
V = self.V()
n = Q/V
except:
raise Exception('Molar volume could not be calculated to determine the flow rate of the stream.')
elif Qls is not None:
n = 0.0
try:
for i in self.cmps:
n += Qls[i]/Vms_TP[i]
except:
raise Exception('Liquid molar volume could not be calculated to determine the flow rate of the stream.')
elif Qgs is not None:
# Use only ideal gas law; allow user T, P but default to flasher settings when not speced
if Q_TP is not None and Q_TP[0] is not None and Q_TP[1] is not None:
V = R*Q_TP[0]/Q_TP[1]
else:
V = R*flasher.settings.T_gas_ref/flasher.settings.P_gas_ref
n = sum(Qgs)/V
elif energy is not None:
n = energy/H # Watt/(J/mol) = mol/s # probably wrong
self.n = n
self.m = m = property_mass_to_molar(n, MW)
self.ns = [n*zi for zi in zs]
self._ws = ws = [zi*MWi*MW_inv for zi, MWi in zip(zs, constants.MWs)]
self.ms = [m*wi for wi in ws]
@property
def T_calc(self):
return self.T
@property
def P_calc(self):
return self.P
@property
def VF_calc(self):
return self.VF
@property
def zs_calc(self):
return self.zs
@property
def ns_calc(self):
return self.ns
@property
def ms_calc(self):
return self.ms
@property
def n_calc(self):
return self.n
@property
def energy(self):
return self.H()*self.n
energy_calc = energy
@property
def energy_reactive(self):
return self.H_reactive()*self.n
energy_reactive_calc = energy_reactive
@property
def property_package(self):
return self.flasher
@property
def Q(self):
return self.n*self.V()
Q_calc = Q
@property
def Qgs(self):
# Always use flash settings - do not store weird input
settings = self.flasher.settings
V = R*settings.T_gas_ref/settings.P_gas_ref
n = self.n
Vn = V*n
return [zi*Vn for zi in self.zs]
Qgs_calc = Qgs
@property
def Qls(self):
T_liquid_volume_ref = self.flasher.settings.T_liquid_volume_ref
ns = self.ns
Vms_TP = self.constants.Vml_STPs
return [ns[i]*Vms_TP[i] for i in self.cmps]
Qls_calc = Qls
def StreamArgs(self):
'''Goal to create a StreamArgs instance, with the user specified
variables always being here.
The state variables are currently correctly tracked. The flow rate and
composition variable needs to be tracked as a function of what was
specified as the input variables.
The flow rate needs to be changed wen the stream flow rate is changed.
Note this stores unnormalized specs, but that this is OK.
'''
kwargs = self.flash_specs.copy()
del kwargs['zs']
kwargs['pkg'] = self.flasher
kwargs[self.composition_spec[0]] = self.composition_spec[1]
kwargs[self.flow_spec[0]] = self.flow_spec[1]
return StreamArgs(**kwargs)
# flow_spec, composition_spec are attributes already
@property
def specified_composition_vars(self):
'''number of composition variables'''
return 1
@property
def composition_specified(self):
'''Always needs a composition'''
return True
@property
def specified_state_vars(self):
'''Always needs two states'''
return 2
@property
def non_pressure_spec_specified(self):
'''Cannot have a stream without an energy-type spec.
'''
return True
@property
def state_specified(self):
'''Always needs a state'''
return True
@property
def state_specs(self):
'''Returns a list of tuples of (state_variable, state_value) representing
the thermodynamic state of the system.
'''
specs = []
flash_specs = self.flash_specs
for i, var in enumerate(('T', 'P', 'VF', 'H', 'S', 'energy')):
if var in flash_specs:
v = flash_specs[var]
if v is not None:
specs.append((var, v))
return specs
@property
def specified_flow_vars(self):
'''Always needs only one flow specified'''
return 1
@property
def flow_specified(self):
'''Always needs a flow specified'''
return True
energy_types = {'LP_STEAM': 'Steam 50 psi',
'MP_STEAM': 'Steam 150 psi',
'HP_STEAM': 'Steam 300 psi',
'ELECTRICITY': 'Electricity',
'AC_ELECTRICITY': 'AC Electricity',
'DC_ELECTRICITY': 'DC Electricity'}
for freq in residential_power_frequencies:
for voltage in voltages_1_phase_residential:
energy_types['AC_ELECTRICITY_1_PHASE_%s_V_%s_Hz'% (str(voltage), str(freq))] = 'AC_ELECTRICITY 1 PHASE %s V %s Hz'% (str(voltage), str(freq))
for voltage in voltages_3_phase:
energy_types['AC_ELECTRICITY_3_PHASE_%s_V_%s_Hz'% (str(voltage), str(freq))] = 'AC_ELECTRICITY 3 PHASE %s V %s Hz'% (str(voltage), str(freq))
try:
EnergyTypes = enum.Enum('EnergyTypes', energy_types)
except:
EnergyTypes = ''
class EnergyStream(object):
'''
'''
Q = None
medium = None
Hm = None
def copy(self):
return EnergyStream(Q=self.Q, medium=self.medium)
def __repr__(self):
return '<Energy stream, Q=%s W, medium=%s>' %(self.Q, self.medium.value)
def __init__(self, Q, medium=None):
self.medium = medium
# isinstance test is slow, especially with Number - faster to check float and int first
if not (Q is None or isinstance(Q, (float, int, Number))):
raise Exception('Energy stream flow rate is not a flow rate')
self.Q = Q
@property
def energy(self):
return self.Q
@energy.setter
def energy(self, energy):
self.Q = energy
energy_calc = energy
def mole_balance(inlets, outlets, compounds):
inlet_count = len(inlets)
outlet_count = len(outlets)
in_unknown_count = out_unknown_count = 0
in_unknown_idx = out_unknown_idx = None
all_ns_in, all_ns_out = [], []
all_in_known = all_out_known = True
for i in range(inlet_count):
f = inlets[i]
try:
ns = f.specifications['ns']
except:
ns = f.ns
if ns is None:
ns = f.ns_calc
if ns is None or None in ns:
all_in_known = False
in_unknown_count += 1
in_unknown_idx = i
all_ns_in.append(ns)
for i in range(outlet_count):
f = outlets[i]
try:
ns = f.specifications['ns']
except:
ns = f.ns
if ns is None:
ns = f.ns_calc
if ns is None or None in ns:
all_out_known = False
out_unknown_count += 1
out_unknown_idx = i
all_ns_out.append(ns)
if all_out_known and all_in_known:
# Fast path - all known
return False
if all_in_known:
inlet_ns = [] # List of all molar flows in; set only when everything in is known
for j in range(compounds):
v = 0.0
for i in range(inlet_count):
v += all_ns_in[i][j]
inlet_ns.append(v)
if all_out_known:
outlet_ns = []
for j in range(compounds):
v = 0.0
for i in range(outlet_count):
v += all_ns_out[i][j]
outlet_ns.append(v)
if out_unknown_count == 1 and in_unknown_count == 0:
if outlet_count == 1:
out_ns_calc = [i for i in inlet_ns]
else:
out_ns_calc = [inlet_ns[i] - sum(all_ns_out[j][i] for j in range(outlet_count) if (all_ns_out[j] and all_ns_out[j][i] is not None))
for i in range(compounds)]
outlets[out_unknown_idx].ns = out_ns_calc
return True
if in_unknown_count == 1 and out_unknown_count == 0:
if inlet_count == 1:
in_ns_calc = [i for i in outlet_ns]
else:
in_ns_calc = [outlet_ns[i] - sum(all_ns_in[j][i] for j in range(inlet_count) if (all_ns_in[j] and all_ns_in[j][i] is not None))
for i in range(compounds)]
inlets[in_unknown_idx].ns = in_ns_calc
return True
elif in_unknown_count == 0 and out_unknown_count == 0:
return False # Nothing to do - everything is known
progress = False
# For each component, see if only one stream is missing it
for j in range(compounds):
in_missing, idx_missing = None, None
missing_count = 0
v = 0
for i in range(inlet_count):
ns = all_ns_in[i]
if ns is None or ns[j] is None:
missing_count += 1
in_missing, idx_missing = True, i
else:
v += ns[j]
for i in range(outlet_count):
ns = all_ns_out[i]
if ns is None or ns[j] is None:
missing_count += 1
in_missing, idx_missing = False, i
else:
v -= ns[j]
if missing_count == 1:
progress = True
if in_missing:
inlets[idx_missing].specifications['ns'][j] = -v
else:
outlets[idx_missing].specifications['ns'][j] = v
if progress:
return progress
# Try a total mole balance
n_in_missing_count = 0
if all_in_known:
n_in = sum(inlet_ns)
else:
n_in_missing_idx = None
n_in = 0.0
for i in range(inlet_count):
f = inlets[i]
n = f.specifications['n']
if n is None:
n = f.n_calc
if n is None:
n_in_missing_count += 1
n_in_missing_idx = i
else:
n_in += n
n_out_missing_count = 0
if all_out_known:
n_out = sum(outlet_ns)
else:
n_out_missing_idx = None
n_out = 0.0
for i in range(outlet_count):
f = outlets[i]
n = f.specifications['n']
if n is None:
n = f.n_calc
if n is None:
n_out_missing_count += 1
n_out_missing_idx = i
else:
n_out += n
if n_out_missing_count == 0 and n_in_missing_count == 1:
inlets[n_in_missing_idx].specifications['n'] = n_out - n_in
progress = True
if n_in_missing_count == 0 and n_out_missing_count == 1:
outlets[n_out_missing_idx].specifications['n'] = n_in - n_out
progress = True
return progress
def energy_balance(inlets, outlets):
inlet_count = len(inlets)
outlet_count = len(outlets)
in_unknown_count = out_unknown_count = 0
in_unknown_idx = out_unknown_idx = None
all_energy_in, all_energy_out = [], []
all_in_known = all_out_known = True
if inlet_count == 1 and outlet_count == 1:
# Don't need flow rates for one in one out
fin = inlets[0]
try:
Hin = fin.H()
except:
Hin = fin.Hm_calc
fout = outlets[0]
try:
Hout = fout.H()
except:
Hout = fout.Hm_calc
if Hin is not None and Hout is None:
fout.Hm = Hin
return True
elif Hin is None and Hout is not None:
fin.Hm = Hout
return True
for i in range(inlet_count):
f = inlets[i]
Q = f.energy
if Q is None:
Q = f.energy_calc
if Q is None:
all_in_known = False
in_unknown_count += 1
in_unknown_idx = i
all_energy_in.append(Q)
for i in range(outlet_count):
f = outlets[i]
Q = f.energy
if Q is None:
Q = f.energy_calc
if Q is None:
all_out_known = False
out_unknown_count += 1
out_unknown_idx = i
all_energy_out.append(Q)
if all_out_known and all_in_known:
# Fast path - all known
return False
if all_in_known:
inlet_energy = sum(all_energy_in)
if all_out_known:
outlet_energy = sum(all_energy_out)
if out_unknown_count == 1 and in_unknown_count == 0:
set_energy = inlet_energy
for v in all_energy_out:
if v is not None:
set_energy -= v
outlets[out_unknown_idx].energy = set_energy
return True
if in_unknown_count == 1 and out_unknown_count == 0:
set_energy = outlet_energy
for v in all_energy_in:
if v is not None:
set_energy -= v
inlets[in_unknown_idx].energy = set_energy
return True
return False | [
"Caleb.Andrew.Bell@gmail.com"
] | Caleb.Andrew.Bell@gmail.com |
0e2e8ebd7cc2d7103bce5e551dfe8fdb46f11f37 | 039f2c747a9524daa1e45501ada5fb19bd5dd28f | /ARC070/ARC070e.py | 180283ee92bad6826c10a5ff60317df1e96f5613 | [
"Unlicense"
] | permissive | yuto-moriizumi/AtCoder | 86dbb4f98fea627c68b5391bf0cc25bcce556b88 | 21acb489f1594bbb1cdc64fbf8421d876b5b476d | refs/heads/master | 2023-03-25T08:10:31.738457 | 2021-03-23T08:48:01 | 2021-03-23T08:48:01 | 242,283,632 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 136 | py | #ARC070e
def main():
import sys
input=sys.stdin.readline
sys.setrecursionlimit(10**6)
if __name__ == '__main__':
main() | [
"kurvan1112@gmail.com"
] | kurvan1112@gmail.com |
e93a5a13fc986d69a115d636e2568b16440d3219 | 83b7b2cc1d6ca4f1a84e7229c79f5479e1cd07e1 | /webgateway/proj_webgateway/asgi.py | d0f3855d5eb61f0e6a35bb9b185daa0e877930a7 | [] | no_license | Almlett/HOBBY-ApiGateway | 6ea14ec7cfcfafcfcf8584d2ff21e3988c510c7b | 32ad29f35b1e1164b961e429bb5472175db847da | refs/heads/main | 2023-04-11T13:59:00.606385 | 2021-04-22T16:33:13 | 2021-04-22T16:33:13 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 407 | py | """
ASGI config for proj_webgateway project.
It exposes the ASGI callable as a module-level variable named ``application``.
For more information on this file, see
https://docs.djangoproject.com/en/3.1/howto/deployment/asgi/
"""
import os
from django.core.asgi import get_asgi_application
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'proj_webgateway.settings')
application = get_asgi_application()
| [
"isc.andradealan@gmail.com"
] | isc.andradealan@gmail.com |
58b1bcedfaef9d5d2416fba763a24079907a7a1c | 1bcccd57d050f07f93589c0e0e5e24de264a56a9 | /0x16-api_advanced/2-recurse.py | 3a41de0988fc483541753e753d09a36ec696e4a5 | [] | no_license | MarcoANT9/holberton-system_engineering-devops | 0ad61c72e249cae87a10a5e334da7886874bb87f | 5e0de62228aee6dcdde5511a7a354b5fc1a43e85 | refs/heads/master | 2020-07-24T07:11:09.021202 | 2020-05-28T19:55:25 | 2020-05-28T19:55:25 | 207,830,357 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 1,181 | py | #!/usr/bin/python3
"""This Module queries the Reddit API and returns a list containing the titles
of all hot articles for a given subredit"""
import requests
def recurse(subreddit, hot_list=[], after=''):
"""This function takes a subreddit and prints its top 10 hot posts listed,
if the subreddit is invalid, the function prints None. """
url = "https://www.reddit.com/r/{}/hot.json?after={}".format(subreddit,
after)
headers = {'user-agent': 'request'}
response = requests.get(url, headers=headers, allow_redirects=False)
if str(response) != '<Response [200]>':
return None
response_json = response.json()
posts = response.json()['data']['dist'] # Number of posts on page
index = 0
info = response_json['data']['children'] # Dict of posts
while index < posts:
data = info[index]['data']['title']
hot_list.append(data)
index += 1
after = response_json['data']['after']
if after is None:
return hot_list
return recurse(subreddit, hot_list, after)
if __name__ == '__main__':
recurse(subreddit)
| [
"acalde27@hotmail.com"
] | acalde27@hotmail.com |
d3794f2b28a9458808b14c3906f02f49f7c018d0 | 622f779c8ed0bf589b947c5550c11f64f438444a | /src/108-convert-sorted-array-to-binary-search-tree.py | 2b05af9f48d9a0ecb0fa80a84c03597351f4918c | [
"MIT"
] | permissive | sahilrider/LeetCode-Solutions | 9290f69096af53e5c7212fe1e3820131a89257d0 | 9cac844c27b5dbf37a70c2981a09cd92457f7ff1 | refs/heads/master | 2023-01-03T22:35:28.377721 | 2020-10-25T16:15:49 | 2020-10-25T16:15:49 | 232,368,847 | 2 | 0 | MIT | 2020-10-25T16:15:50 | 2020-01-07T16:37:43 | Python | UTF-8 | Python | false | false | 806 | py | '''https://leetcode.com/problems/convert-sorted-array-to-binary-search-tree/'''
# Definition for a binary tree node.
class TreeNode:
def __init__(self, val=0, left=None, right=None):
self.val = val
self.left = left
self.right = right
class Solution:
def sortedArrayToBST(self, nums: List[int]) -> TreeNode:
def helper(low, high):
m = (low+high)//2
node = TreeNode(nums[m])
if m-1>=low:
node.left = helper(low, m-1)
if m+1<=high:
node.right = helper(m+1, high)
return node
if nums is None or len(nums)==0:
return None
if len(nums)==1:
return TreeNode(nums[0])
ans = helper( 0, len(nums)-1)
return ans | [
"sahilriders@gmail.com"
] | sahilriders@gmail.com |
e7d71e403f48b53d8264ec423ce14f51ac3ee2fa | 72f6abca19153ebc58921b148f51c09967e131d7 | /examples/correlated_gaussians/run_test.py | 83e0aa23cd49c234198a0e984df5977af54c1706 | [] | no_license | mboudiaf/Mutual-Information-Variational-Bounds | 3e2693a5b2a06d65988ded931e0a5116456697e6 | 56e8e3f2369ed107cd363d854d9f155fbf242930 | refs/heads/master | 2023-04-08T00:03:46.946564 | 2019-10-31T18:48:17 | 2019-10-31T18:48:17 | 216,642,876 | 38 | 5 | null | 2023-03-24T23:13:25 | 2019-10-21T18:55:11 | Python | UTF-8 | Python | false | false | 851 | py | #!/usr/bin/env python
"""run_tests.py: Script to execute in order to make sure basic features work properly."""
import os
import itertools
regularizers = ["nce", "mine", "nwj"]
critic_types = ["joint", "separate"]
comb_test_params = itertools.product(regularizers, critic_types)
name_test_params = ['regularizer', 'critic_type']
fixed_params = {"epochs": 1, "rho_points": 2, "data_size": 1000}
for param_comb in comb_test_params:
command_line = "python3 demo_gaussian.py "
for fix_param_name, fix_param_value in fixed_params.items():
command_line += "--{} {} ".format(fix_param_name, fix_param_value)
for i, param in enumerate(param_comb):
command_line += "--{} {} ".format(name_test_params[i], param)
print(command_line)
os.system(command_line)
print("All tests were successfully passed. ")
| [
"malik.boudiaf@hotmail.fr"
] | malik.boudiaf@hotmail.fr |
34752630bb94a41e0623b3e17a229516d7faaf70 | fc772efe3eccb65e4e4a8da7f2b2897586b6a0e8 | /Controller/glance/tests/functional/v1/test_multiprocessing.py | bfbb88b6aaa9ce22c2afe7d5cd7e4980f891b31c | [] | no_license | iphonestack/Openstack_Kilo | 9ae12505cf201839631a68c9ab4c041f737c1c19 | b0ac29ddcf24ea258ee893daf22879cff4d03c1f | refs/heads/master | 2021-06-10T23:16:48.372132 | 2016-04-18T07:25:40 | 2016-04-18T07:25:40 | 56,471,076 | 0 | 2 | null | 2020-07-24T02:17:46 | 2016-04-18T02:32:43 | Python | UTF-8 | Python | false | false | 2,497 | py | # Copyright 2012 OpenStack Foundation
# 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.
import time
import httplib2
import psutil
from glance.tests import functional
from glance.tests.utils import execute
class TestMultiprocessing(functional.FunctionalTest):
"""Functional tests for the bin/glance CLI tool"""
def setUp(self):
self.workers = 2
super(TestMultiprocessing, self).setUp()
def test_multiprocessing(self):
"""Spin up the api servers with multiprocessing on"""
self.cleanup()
self.start_servers(**self.__dict__.copy())
path = "http://%s:%d/v1/images" % ("127.0.0.1", self.api_port)
http = httplib2.Http()
response, content = http.request(path, 'GET')
self.assertEqual(200, response.status)
self.assertEqual('{"images": []}', content)
self.stop_servers()
def _get_children(self):
api_pid = self.api_server.process_pid
process = psutil.Process(api_pid)
children = process.get_children()
pids = [str(child.pid) for child in children]
return pids
def test_interrupt_avoids_respawn_storm(self):
"""
Ensure an interrupt signal does not cause a respawn storm.
See bug #978130
"""
self.start_servers(**self.__dict__.copy())
children = self._get_children()
cmd = "kill -INT %s" % ' '.join(children)
execute(cmd, raise_error=True)
for _ in range(9):
# Yeah. This totally isn't a race condition. Randomly fails
# set at 0.05. Works most of the time at 0.10
time.sleep(0.10)
# ensure number of children hasn't grown
self.assertTrue(len(children) >= len(self._get_children()))
for child in self._get_children():
# ensure no new children spawned
self.assertTrue(child in children, child)
self.stop_servers()
| [
"wwang@linx-info.com"
] | wwang@linx-info.com |
7a505f9c767f9e40b611fd9468a9fe3dc26421ed | 7be4f1ab937e94976bbcb54b10d4e7484cbbabff | /representation/deck.py | 283467c66a799c9d97810f7e5407fa7199aefc3d | [] | no_license | mistermochi/AnkiCollab | d9cda9125ebd749208286f42cfcc69356370ecc9 | 55a85414781352d7aceba53de57133a0cf9de6e4 | refs/heads/master | 2020-04-15T04:58:06.274108 | 2019-01-07T10:13:54 | 2019-01-07T10:13:54 | 164,403,896 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 8,865 | py | from collections import namedtuple, defaultdict
from ..utils import utils
from ..utils.constants import UUID_FIELD_NAME
from anki.exporting import AnkiExporter
from .deck_config import DeckConfig
from .json_serializable import JsonSerializableAnkiDict
from .note import Note
from .note_model import NoteModel
class Deck(JsonSerializableAnkiDict):
Metadata = namedtuple("DeckMetadata", ["deck_configs", "models"])
DECK_NAME_DELIMITER = "::"
# todo super(Deck, self)
export_filter_set = JsonSerializableAnkiDict.export_filter_set | \
{"collection", # runtime-relevant
"newToday",
"revToday",
"timeToday",
"lrnToday",
"metadata",
"browserCollapsed",
"collapsed",
"is_child", # runtime-relevant
"conf" # uuid
}
import_filter_set = JsonSerializableAnkiDict.import_filter_set | \
{"note_models",
"deck_configurations",
"children",
"media_files",
"notes"}
def __init__(self, anki_deck=None, is_child=False):
super(Deck, self).__init__(anki_deck)
self.is_child = is_child
self.collection = None
self.notes = []
self.children = []
self.metadata = None
self.deck_config_uuid = None
def flatten(self):
"""
Specification in order to store only deck lowest level name in JSON
:return:
"""
result = super(Deck, self).flatten()
if self.is_child:
result["name"] = result["name"].split(self.DECK_NAME_DELIMITER)[-1]
return result
@classmethod
def from_collection(cls, collection, name, deck_metadata=None, is_child=False):
anki_dict = collection.decks.byName(name)
deck = Deck(anki_dict, is_child)
deck.collection = collection
deck._update_fields()
deck.metadata = deck_metadata
deck._load_metadata()
deck.notes = Note.get_notes_from_collection(collection, deck.anki_dict["id"], deck.metadata.models)
direct_children = [child_name for child_name, _ in collection.decks.children(deck.anki_dict["id"])
if Deck.DECK_NAME_DELIMITER
not in child_name[len(name) + len(Deck.DECK_NAME_DELIMITER):]]
deck.children = [cls.from_collection(collection, child_name, deck.metadata, True)
for child_name in direct_children]
return deck
def get_note_count(self):
return len(self.notes) + sum(child.get_note_count() for child in self.children)
def _update_db(self):
# Introduce uuid field for unique identification of entities
utils.add_column(self.collection.db, "notes", UUID_FIELD_NAME)
def _load_metadata(self):
if not self.metadata:
self.metadata = Deck.Metadata({}, {})
self._load_deck_config()
def _load_deck_config(self):
# Todo switch to uuid
new_config = DeckConfig.from_collection(self.collection, self.anki_dict["conf"])
self.deck_config_uuid = new_config.get_uuid()
self.metadata.deck_configs.setdefault(new_config.get_uuid(), new_config)
def serialization_dict(self):
return utils.merge_dicts(
super(Deck, self).serialization_dict(),
{"media_files": list(self.get_media_file_list(include_children=False))},
{"note_models": list(self.metadata.models.values()),
"deck_configurations": list(self.metadata.deck_configs.values())} if not self.is_child else {})
def get_media_file_list(self, data_from_models=True, include_children=True):
media = set()
for note in self.notes:
for media_file in self.collection.media.filesInStr(note.anki_object.mid, note.anki_object.joinedFields()):
media.add(media_file)
if include_children:
for child in self.children:
media |= child.get_media_file_list(False, include_children)
return media | (self._get_media_from_models() if data_from_models else set())
def _get_media_from_models(self):
anki_exporter = AnkiExporter(self.collection)
model_ids = [model.anki_dict["id"] for model in self.metadata.models.values()]
return anki_exporter.get_files_for_models(model_ids, self.collection.media.dir())
def _load_metadata_from_json(self, json_dict):
if not self.metadata:
self.metadata = self.Metadata({}, {})
note_models_list = [NoteModel.from_json(model) for model in json_dict.get("note_models", [])]
new_models = utils.merge_dicts(self.metadata.models,
{model.get_uuid(): model for model in note_models_list})
deck_config_list = [DeckConfig.from_json(deck_config) for deck_config in
json_dict.get("deck_configurations", [])]
new_deck_configs = utils.merge_dicts(self.metadata.deck_configs,
{deck_config.get_uuid(): deck_config for deck_config in deck_config_list})
self.metadata = Deck.Metadata(new_deck_configs, new_models)
@classmethod
def from_json(cls, json_dict, deck_metadata=None):
"""load metadata, load notes, load children"""
deck = Deck(json_dict)
deck._update_fields()
deck.metadata = deck_metadata
if not deck.metadata: # Todo mental check. The idea is that children don't have metadata
deck._load_metadata_from_json(json_dict)
deck.deck_config_uuid = json_dict["deck_config_uuid"]
deck.notes = [Note.from_json(json_note) for json_note in json_dict["notes"]]
deck.children = [cls.from_json(child, deck.metadata) for child in json_dict["children"]]
# Todo should I call this here?
deck.post_import_filter()
return deck
def save_to_collection(self,
collection,
parent_name="",
save_configs=True,
save_note_models=True,
model_map_cache=None):
if save_configs: # Todo when update implemented multiple save can be harmless and code simpler
for config in self.metadata.deck_configs.values():
config.save_to_collection(collection)
if save_note_models:
for note_model in self.metadata.models.values():
note_model.save_to_collection(collection)
name = self._save_deck(collection, parent_name)
model_map_cache = model_map_cache or defaultdict(dict)
for child in self.children:
child.save_to_collection(collection,
parent_name=name,
save_configs=False,
save_note_models=False,
model_map_cache=model_map_cache)
for note in self.notes:
note.save_to_collection(collection, self, model_map_cache)
def _save_deck(self, collection, parent_name):
name = (parent_name + self.DECK_NAME_DELIMITER if parent_name else "") + self.anki_dict["name"]
deck_dict = collection.decks.get_deck_by_uuid(self.get_uuid())
deck_id = collection.decks.id(name, create=False)
if deck_id and (not deck_dict or deck_dict["id"] != deck_id):
name = self._rename_deck(name, collection)
if not deck_dict:
new_deck_id = collection.decks.id(name)
deck_dict = collection.decks.get(new_deck_id)
deck_dict.update(self.anki_dict)
self.anki_dict = deck_dict
self.anki_dict["name"] = name
self.anki_dict["conf"] = self.metadata.deck_configs[self.deck_config_uuid].anki_dict["id"]
collection.decks.save()
collection.decks.flush()
return name
@staticmethod
def _rename_deck(initial_name, collection):
"""Adds unique suffix to the name, until it becomes unique (required by Anki)"""
# Todo consider popup
# This approach can be costly if we have a lot of decks with specific set of names.
# And adding random appendix would've been faster, but less user-friendly
number = 2
deck_id = collection.decks.id(initial_name, create=False)
new_name = ""
while deck_id:
new_name = initial_name + "_" + str(number)
number += 1
deck_id = collection.decks.id(new_name, create=False)
return new_name
| [
"Matthew@Matthews-MacBook-Pro.local"
] | Matthew@Matthews-MacBook-Pro.local |
37dd20ca33af6650ee883d4ca2fd0f9b900b00f9 | d7141ff15e6d9e4760705719c0718cb4926d71ad | /libfuturize/test_scripts/py2/print_range.py | ff0b2c61650512f363dea73a04495f6dcb58958e | [
"MIT",
"LicenseRef-scancode-unknown-license-reference"
] | permissive | AndreaCrotti/python-future | 4a1f1f29741493f7abab841a184450b36ffde424 | 16635ad986ab10a337267f637a8b040a70bc5258 | refs/heads/master | 2021-01-15T09:36:47.268437 | 2014-01-10T00:02:14 | 2014-01-10T00:13:17 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 92 | py | from __future__ import print_function
from future.builtins import *
print(list(range(10)))
| [
"ed@pythoncharmers.com"
] | ed@pythoncharmers.com |
96f4b7627fa1b2d1a549e61c952ed94936090921 | 3100080f9ff8322fecf1a5b38a6e857f3b934b5c | /install.py | 8eacd04e4ceb766557b8d28f4f3ea103a17cb679 | [] | no_license | Ghea18/Project1 | cc7a75e85161117389786d353880e6b65c72008e | b0f329b2cbd050efaa3d907508459f4d68961f89 | refs/heads/master | 2020-04-25T16:21:04.153446 | 2019-03-19T14:48:46 | 2019-03-19T14:48:46 | 172,908,451 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 39 | py | from database import init_db
init_db() | [
"gheachandra.2018@student.uny.ac.id"
] | gheachandra.2018@student.uny.ac.id |
b4d2f22c243abcdb7cfdc00ff5f2301660c09102 | bc9bdfc1fa556339bddb3b2eda4c3eac3575ed93 | /tensorpack/input_source/input_source.py | 553f16b077b5466e1078e0bdc9418754faec68b4 | [
"Apache-2.0"
] | permissive | TPLink32/tensorpack | 55c55d25e70116ec87df8ac0322d0628b52bd4a8 | b325e25727ba06be848b74466b33140dd42a0c7e | refs/heads/master | 2021-08-14T16:07:49.642032 | 2017-11-15T15:22:46 | 2017-11-15T15:28:04 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 18,536 | py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# File: input_source.py
# Author: Yuxin Wu <ppwwyyxxc@gmail.com>
import tensorflow as tf
try:
from tensorflow.python.ops.data_flow_ops import StagingArea
except ImportError:
pass
from itertools import chain
from six.moves import range, zip
import threading
from .input_source_base import InputSource
from ..dataflow import DataFlow, RepeatedData, DataFlowTerminated
from ..tfutils.summary import add_moving_summary
from ..tfutils.common import get_op_tensor_name
from ..tfutils.tower import get_current_tower_context
from ..utils import logger
from ..utils.concurrency import ShareSessionThread
from ..utils.develop import log_deprecated
from ..callbacks.base import Callback
from ..callbacks.graph import RunOp
__all__ = ['PlaceholderInput', 'FeedInput',
'FeedfreeInput',
'QueueInput', 'BatchQueueInput',
'DummyConstantInput', 'TensorInput',
'TFDatasetInput',
'StagingInputWrapper',
'StagingInput']
class PlaceholderInput(InputSource):
"""
Just produce placeholders as input tensors.
"""
def __init__(self, prefix=''):
"""
Args:
prefix(str): an optional prefix to add to the placeholder.
"""
self._prefix = prefix
def _setup(self, inputs):
self._all_placehdrs = [v.build_placeholder(prefix=self._prefix) for v in inputs]
def _get_input_tensors(self):
return self._all_placehdrs
class FeedInput(InputSource):
""" Input by iterating over a DataFlow and feed datapoints. """
class _FeedCallback(Callback):
def __init__(self, ds, placeholders):
self._ds = ds
self._itr = self._ds.get_data()
self._placeholders = placeholders
def _before_run(self, _):
dp = next(self._itr)
assert len(dp) == len(self._placeholders), "[FeedInput] datapoints and inputs are of different length!"
feed = dict(zip(self._placeholders, dp))
return tf.train.SessionRunArgs(fetches=[], feed_dict=feed)
def _reset(self):
self._ds.reset_state()
self._itr = self._ds.get_data()
def __init__(self, ds, infinite=True):
"""
Args:
ds (DataFlow): the input DataFlow.
infinite (bool): When set to False, will raise StopIteration when
ds is exhausted.
"""
assert isinstance(ds, DataFlow), ds
self.ds = ds
if infinite:
self._iter_ds = RepeatedData(self.ds, -1)
else:
self._iter_ds = self.ds
def _size(self):
return self.ds.size()
def _setup(self, inputs):
# placeholders as input are always safe to reuse.
self._all_placehdrs = [v.build_placeholder_reuse() for v in inputs]
self._cb = self._FeedCallback(self._iter_ds, self._all_placehdrs)
def _get_input_tensors(self):
return self._all_placehdrs
def _reset_state(self):
self._cb._reset()
def _get_callbacks(self):
return [self._cb]
class FeedfreeInput(InputSource):
""" Abstract base for input without feed,
e.g. by queue or other operations. """
def _reset_state(self):
pass
# TODO enqueu_many? https://github.com/tensorflow/tensorflow/issues/7817#issuecomment-282053155
class EnqueueThread(ShareSessionThread):
def __init__(self, queue, ds, placehdrs):
super(EnqueueThread, self).__init__()
self.name = 'EnqueueThread ' + queue.name
self.daemon = True
self.dataflow = RepeatedData(ds, -1)
self.queue = queue
self.placehdrs = placehdrs
self.op = self.queue.enqueue(self.placehdrs)
self.close_op = self.queue.close(cancel_pending_enqueues=True)
self._lock = threading.Lock()
def run(self):
with self.default_sess():
try:
self.reset_dataflow()
while True:
# pausable loop
self._lock.acquire()
self._lock.release()
dp = next(self._itr)
feed = dict(zip(self.placehdrs, dp))
self.op.run(feed_dict=feed)
except (tf.errors.CancelledError, tf.errors.OutOfRangeError, DataFlowTerminated):
pass
except Exception as e:
if isinstance(e, RuntimeError) and 'closed Session' in str(e):
pass
else:
logger.exception("Exception in {}:".format(self.name))
finally:
try:
self.close_op.run()
except Exception:
pass
logger.info("{} Exited.".format(self.name))
def reset_dataflow(self):
self.dataflow.reset_state()
self._itr = self.dataflow.get_data()
def pause(self):
self._lock.acquire()
def resume(self):
self._lock.release()
class QueueInput(FeedfreeInput):
""" Enqueue datapoints from a DataFlow to a TF queue.
And the model receives dequeued tensors.
Calling :meth:`reset_state()` will clear the queue and reset the dataflow.
"""
def __init__(self, ds, queue=None):
"""
Args:
ds(DataFlow): the input DataFlow.
queue (tf.QueueBase): A :class:`tf.QueueBase` whose type
should match the corresponding InputDesc of the model.
Defaults to a FIFO queue of size 50.
"""
assert isinstance(ds, DataFlow), ds
self.queue = queue
self.ds = ds
def _size(self):
return self.ds.size()
def _setup(self, inputs):
self._input_placehdrs = [v.build_placeholder_reuse() for v in inputs]
assert len(self._input_placehdrs) > 0, \
"QueueInput has to be used with some inputs!"
with self.cached_name_scope():
if self.queue is None:
self.queue = tf.FIFOQueue(
50, [x.dtype for x in self._input_placehdrs],
name='input_queue')
logger.info("Setting up the queue '{}' for CPU prefetching ...".format(self.queue.name))
self.thread = EnqueueThread(self.queue, self.ds, self._input_placehdrs)
self._dequeue_op = self.queue.dequeue(name='dequeue_for_reset')
def _reset_state(self):
self.thread.pause() # pause enqueue
opt = tf.RunOptions()
opt.timeout_in_ms = 2000 # 2s
sess = tf.get_default_session()
# dequeue until empty
try:
while True:
sess.run(self._dequeue_op, options=opt)
except tf.errors.DeadlineExceededError:
pass
# reset dataflow, start thread
self.thread.reset_dataflow()
self.thread.resume()
def _create_ema_callback(self):
"""
Create a hook-only callback which maintain EMA of the queue size.
Also tf.summary.scalar the EMA.
"""
with self.cached_name_scope():
# in TF there is no API to get queue capacity, so we can only summary the size
size = tf.cast(self.queue.size(), tf.float32, name='queue_size')
size_ema_op = add_moving_summary(size, collection=None)[0].op
return RunOp(
lambda: size_ema_op,
run_before=False,
run_as_trigger=False,
run_step=True)
def _get_callbacks(self):
from ..callbacks.concurrency import StartProcOrThread
cb = StartProcOrThread(self.thread)
cb.chief_only = False
return [cb, self._create_ema_callback()]
def _get_input_tensors(self):
with tf.device('/cpu:0'), self.cached_name_scope():
ret = self.queue.dequeue(name='input_deque')
if isinstance(ret, tf.Tensor): # only one input
ret = [ret]
assert len(ret) == len(self._input_placehdrs)
for qv, v in zip(ret, self._input_placehdrs):
qv.set_shape(v.get_shape())
return ret
class BatchQueueInput(QueueInput):
""" Enqueue datapoints from a DataFlow to a TF queue.
And the model receives batches formed by concatenating
dequeued tensors.
"""
def __init__(self, ds, batch_size, queue=None):
"""
Args:
ds(DataFlow): the input DataFlow.
batch_size(int): the batch size.
queue (tf.QueueBase): A :class:`tf.QueueBase` whose type
should match the corresponding InputDesc of the model.
Defaults to a FIFO queue of size 3000.
"""
super(BatchQueueInput, self).__init__(ds, queue)
self.batch_size = int(batch_size)
def _size(self):
return self.ds.size() // self.batch_size
def _setup(self, inputs):
logger.info("Setting up the queue for CPU prefetching ...")
self.input_placehdrs = [v.build_placeholder_reuse() for v in inputs]
assert len(self.input_placehdrs) > 0, \
"BatchQueueInput has to be used with some InputDesc!"
# prepare placeholders without the first dimension
placehdrs_nobatch = []
for p in self.input_placehdrs:
placehdrs_nobatch.append(tf.placeholder(
dtype=p.dtype, shape=p.get_shape().as_list()[1:],
name=get_op_tensor_name(p.name)[0] + '-nobatch'))
# dequeue_many requires fully-defined shapes
shape_err = "Use of BatchQueueInput requires inputs to have fully-defined "
"shapes except for the batch dimension"
shapes = []
for p in placehdrs_nobatch:
assert p.get_shape().is_fully_defined(), shape_err
shapes.append(p.get_shape())
with self.cached_name_scope():
if self.queue is None:
self.queue = tf.FIFOQueue(
3000, [x.dtype for x in self.input_placehdrs],
shapes=shapes,
name='input_queue')
for shp in self.queue.shapes:
assert shp.is_fully_defined(), shape_err
self.thread = EnqueueThread(self.queue, self.ds, placehdrs_nobatch)
def _get_input_tensors(self):
with tf.device('/cpu:0'), self.cached_name_scope():
ret = self.queue.dequeue_many(self.batch_size, name='input_deque')
if isinstance(ret, tf.Tensor): # only one input
ret = [ret]
assert len(ret) == len(self.input_placehdrs)
for qv, v in zip(ret, self.input_placehdrs):
shp = v.get_shape().as_list()
shp[0] = self.batch_size
qv.set_shape(shp)
return ret
# TODO tensor inputs can be drained? look at the new dataset API.
class TensorInput(FeedfreeInput):
""" Input from a list of tensors, e.g. a TF data reading pipeline.
The PTB training example shows how to use it.
"""
def __init__(self, get_tensor_fn, size=None):
"""
Args:
get_tensor_fn: a function which returns a list of input tensors
when called. It will be called under a TowerContext.
size(int): size of this input. Use None to leave it undefined.
"""
self.get_tensor_fn = get_tensor_fn
if size is not None:
size = int(size)
assert size > 0
self._fixed_size = size
def _setup(self, inputs_desc):
self._desc = inputs_desc
def _size(self):
if self._fixed_size is None:
raise NotImplementedError("size of TensorInput is undefined!")
return self._fixed_size
def _get_input_tensors(self):
with self.cached_name_scope():
ret = self.get_tensor_fn()
assert len(ret) == len(self._desc), "{} != {}".format(len(ret), len(self._desc))
return ret
class DummyConstantInput(TensorInput):
""" Input with some random tensor placed on GPU.
Useful for debugging performance issues """
def __init__(self, shapes):
"""
Args:
shapes (list[list]): a list of fully-sepcified shapes.
"""
self.shapes = shapes
logger.warn("Using dummy input for debug!")
def fn():
tlist = []
ctx = get_current_tower_context()
assert ctx is not None
assert len(self.shapes) == len(self._desc)
for idx, p in enumerate(self._desc):
tlist.append(tf.constant(
0, dtype=p.type,
name='dummy-{}-{}'.format(p.name, ctx.index),
shape=self.shapes[idx]))
return tlist
super(DummyConstantInput, self).__init__(fn)
class ZMQInput(TensorInput):
"""
Not well implemented yet. Don't use.
"""
def __init__(self, endpoint):
self._endpoint = endpoint
from tensorpack.user_ops import zmq_recv
def fn():
ret = zmq_recv(self._endpoint, [x.dtype for x in self.inputs_desc])
if isinstance(ret, tf.Tensor):
ret = [ret]
assert len(ret) == len(self.inputs_desc)
for qv, v in zip(ret, self.inputs_desc):
qv.set_shape(v.shape)
return ret
super(ZMQInput, self).__init__(fn)
def _setup(self, inputs_desc):
self.inputs_desc = inputs_desc
assert len(self.inputs_desc) > 0, \
"ZMQInput has to be used with InputDesc!"
class TFDatasetInput(FeedfreeInput):
"""
Use a :class:`tf.contrib.data.Dataset` instance as input.
Note:
In training, the dataset should be infinite (use :func:`repeat()`).
"""
def __init__(self, dataset):
"""
Args:
dataset (tf.contrib.data.Dataset):
"""
self._dataset = dataset
def _setup(self, inputs_desc):
self._desc = inputs_desc
types = self._dataset.output_types
desc_types = tuple([k.type for k in inputs_desc])
assert len(types) == len(desc_types), \
"Dataset and InputDesc has different length! {} != {}".format(
len(types), len(desc_types))
assert types == desc_types, \
"Types of dataset and InputDesc don't match! {} != {}".format(
str(types), str(desc_types))
shapes = self._dataset.output_shapes
desc_shapes = [k.shape for k in inputs_desc]
for idx, (s1, s2) in enumerate(zip(shapes, desc_shapes)):
s2 = tf.TensorShape(s2)
assert s2.is_compatible_with(s1), \
"InputDesc '{}' has incompatible shape with dataset! {} vs {}".format(
inputs_desc[idx].name, s2, s1)
self._iterator = self._dataset.make_initializable_iterator()
self._init_op = self._iterator.initializer
def _reset_state(self):
self._init_op.run()
def _get_input_tensors(self):
return self._iterator.get_next()
class StagingInput(FeedfreeInput):
"""
A wrapper around a feedfree input,
to prefetch the input in StagingArea (on GPUs).
"""
class StagingCallback(Callback):
"""
A callback registered by this input source, to make sure stage/unstage
is run at each step.
"""
def __init__(self, stage_op, unstage_op, nr_stage):
self.nr_stage = nr_stage
self.stage_op = stage_op
self.fetches = tf.train.SessionRunArgs(
fetches=[stage_op, unstage_op])
self._initialized = False
def _prefill(self):
logger.info("Pre-filling staging area ...")
for k in range(self.nr_stage):
self.stage_op.run()
def _before_run(self, ctx):
# This has to happen once, right before the first iteration.
if not self._initialized:
self._initialized = True
self._prefill()
return self.fetches
def __init__(self, input, towers, nr_stage=5):
"""
Args:
input (FeedfreeInput):
towers ([int]): list of GPU ids to prefetch on.
nr_stage: number of elements to prefetch on each GPU.
"""
assert isinstance(input, FeedfreeInput), input
self._input = input
if not isinstance(towers[0], int):
# API changed
log_deprecated("StagingInput(devices=)", "Use (towers=) instead!", "2018-01-31")
self._devices = towers
else:
self._devices = ['/gpu:{}'.format(k) for k in towers]
self._nr_stage = nr_stage
self._areas = []
self._stage_ops = []
self._unstage_ops = []
def _setup(self, inputs):
self._input.setup(inputs)
self._setup_staging_areas()
def _get_callbacks(self):
cbs = self._input.get_callbacks()
cbs.append(
StagingInput.StagingCallback(
self._get_stage_op(), self._get_unstage_op(), self._nr_stage))
return cbs
def _setup_staging_areas(self):
logger.info("Setting up StagingArea for GPU prefetching ...")
with self.cached_name_scope():
for idx, device in enumerate(self._devices):
with tf.device(device):
inputs = self._input.get_input_tensors()
dtypes = [x.dtype for x in inputs]
stage = StagingArea(dtypes, shapes=None)
self._stage_ops.append(stage.put(inputs))
self._areas.append(stage)
outputs = stage.get()
if isinstance(outputs, tf.Tensor): # when size=1, TF doesn't return a list
outputs = [outputs]
for vin, vout in zip(inputs, outputs):
vout.set_shape(vin.get_shape())
self._unstage_ops.append(outputs)
def _size(self):
return self._input.size()
def _get_input_tensors(self):
ctx = get_current_tower_context()
ret = self._unstage_ops[ctx.index]
return ret
def _get_stage_op(self):
with self.cached_name_scope():
return tf.group(*self._stage_ops)
def _get_unstage_op(self):
with self.cached_name_scope():
all_outputs = list(chain.from_iterable(self._unstage_ops))
return tf.group(*all_outputs)
StagingInputWrapper = StagingInput
| [
"ppwwyyxxc@gmail.com"
] | ppwwyyxxc@gmail.com |
124b376a8367eccc1822701f1f24a73588c2e11e | 69e0e923a04e0a7cdebbb3c9720f4d501671843a | /lewis_arepo_code/remesh.py | 24750afe980236cd9026d3a9ad374255d6991861 | [] | no_license | lewisprole/Pop3_Bfield | 132bd804c8e587ebe8f8efdec8bbc46c0cf619ad | 61f8643f5794e793f5aea8ab07a787f3f20ac1d1 | refs/heads/master | 2021-11-20T14:40:00.963868 | 2021-08-11T09:38:45 | 2021-08-11T09:38:45 | 213,593,931 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 2,715 | py | #!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Mon Oct 21 13:44:03 2019
@author: lewisprole
"""
'''script to read remesh file and extract the mass to calculate angular velocities'''
import numpy as np
import matplotlib.pyplot as plt
import struct
import binascii
import arepo_input_writer
import gadget_reader_lewis
import spherical_spray
import velocities
import radial_density
import internal_energy
import calculate_radius
import code_units
import calculate_freefall
import os, shutil
filename='/scratch/c.c1521474/realistic_sphere/ics/snapshot_030' #read remesh data
a=gadget_reader_lewis.reader(filename)
shutil.copyfile(filename,'/scratch/c.c1521474/realistic_sphere/random_x_BE/remeshed.dat')
n0,n1,n2,n3,n4,n5=a.npart
#header data
sofar=[]
npart=(n0,n1,n2,n3,n4,n5)
massarr=(0,0,0,0,0,0)
time=10
redshift=0
flag_sfr=0
flag_feedback=0
npartTotal=(n0,n1,n2,n3,n4,n5)
flag_cooling=0
num_files=1
boxsize=0
cos1=0
cos2=0
hubble_param=1
flag_stellarage=0
flag_metals=0
npartHighword=(0,0,0,0,0,0)
flag_entropy=0
flag_dp=1
flag_1pt=0
scalefactor=1
T=10
M=3*1.989e33
r,rho_outter=calculate_radius.BE_radius('mass',M,T)
xsize=4*r#ap.pc.cgs.value
Bsize_CU=round(xsize/code_units.d_cu,3)
xsize=Bsize_CU*code_units.d_cu
print('boxsize: '+str(Bsize_CU))
v=(a.vx,a.vy,a.vz)
#v_r=v_r=velocities.vary_rotation(r,(a.x,a.y,a.z),0.05,m) #m given from result of remesh
#convert back to cgs
m=a.mass
m_cgs=np.asarray(m)*code_units.M_cu
x=np.asarray(a.x)*code_units.d_cu
y=np.asarray(a.y)*code_units.d_cu
z=np.asarray(a.z)*code_units.d_cu
#add bulk velocity
v=(a.vx,a.vy,a.vz)
vx,vy,vz=velocities.rot_sphere(xsize,(x,y,z),M,r,0.05)
#convert into code units
vx=vx/code_units.v_cu
vy=vy/code_units.v_cu
vz=vz/code_units.v_cu
v=(v[0]+vx, v[1]+vy, v[2]+vz)
#prepare for rewrite
x=(a.x,a.y,a.z)
ids=a.ids
u=a.u
#estimate freefall time in code units
t_ff=calculate_freefall.ff(m,x,r/code_units.d_cu,Bsize_CU)
print('free-fall time :' +str(t_ff))
#write ICs file
sofar=arepo_input_writer.header(sofar,npart,massarr,time,redshift,flag_sfr,flag_feedback,
npartTotal,flag_cooling,num_files,boxsize,cos1,cos2,
hubble_param,flag_stellarage,flag_metals,npartHighword,
flag_entropy,flag_dp,flag_1pt,scalefactor)
sofar=arepo_input_writer.tag_block(sofar,x,'POS ','d',3)
sofar=arepo_input_writer.tag_block(sofar,v,'VEL ','d',3)
sofar=arepo_input_writer.tag_block(sofar,ids,'ID ','i',1)
sofar=arepo_input_writer.tag_block(sofar,m,'MASS','d',1)
sofar=arepo_input_writer.tag_block(sofar,u,'U ','d',1)
arepo_input_writer.writer(sofar,'/scratch/c.c1521474/realistic_sphere/random_x_BE/arepo_input.dat')
| [
"prolel@cardiff.ac.uk"
] | prolel@cardiff.ac.uk |
582971ce3a9a478be81b73546667dd8843b56322 | 97543ae8e1ad7bf3d17dd87171aaac04f6737b5f | /bibliopixel/util/server_cache.py | 6752a1a164b698f46bdec0887fe6f9a44ffab3a0 | [
"MIT"
] | permissive | dr-aryone/BiblioPixel | a3c630bf1cd5db2b014b86775d283c61565a193e | fd97e6c651a4bbcade64733847f4eec8f7704b7c | refs/heads/master | 2020-05-27T16:19:15.043592 | 2019-03-23T08:52:37 | 2019-03-25T11:10:39 | 188,698,414 | 2 | 1 | MIT | 2019-05-26T15:12:38 | 2019-05-26T15:12:37 | null | UTF-8 | Python | false | false | 3,322 | py | import errno
from . import log
class StaticCache:
SERVER_CLASS = None
SERVER_KWDS = {}
CACHE = None
@classmethod
def cache(cls):
if not cls.CACHE:
cls.CACHE = ServerCache(cls.SERVER_CLASS, **cls.SERVER_KWDS)
return cls.CACHE
@classmethod
def close_all(cls):
if cls.CACHE:
cls.CACHE.close_all()
cls.CACHE = None
class ServerCache:
"""
A class that caches servers by key so you don't keep closing and re-opening
the same server and interrupting your connection.
The exact nature of the key depends on the sort of server.
For example, for a server socket like SimPixel, it would be just a port
number, whereas for a UDP connection like Art-Net, it would be a
port, ip_address pair.
"""
def __init__(self, constructor, **kwds):
"""
:param constructor: a function which takes a key and some keywords,
and returns a new server
:param kwds: keywords to the ``constructor`` function
"""
self.servers = {}
self.constructor = constructor
self.kwds = kwds
def get_server(self, key, **kwds):
"""
Get a new or existing server for this key.
:param int key: key for the server to use
"""
kwds = dict(self.kwds, **kwds)
server = self.servers.get(key)
if server:
# Make sure it's the right server.
server.check_keywords(self.constructor, kwds)
else:
# Make a new server
server = _CachedServer(self.constructor, key, kwds)
self.servers[key] = server
return server
def close(self, key):
server = self.servers.pop(key, None)
if server:
server.server.close()
return True
def close_all(self):
for key in list(self.servers.keys()):
self.close(key)
class _CachedServer:
def __init__(self, constructor, key, kwds):
try:
self.server = constructor(key, **kwds)
except OSError as e:
if e.errno == errno.EADDRINUSE:
e.strerror += ADDRESS_IN_USE_ERROR.format(key)
e.args = (e.errno, e.strerror)
raise
self.key = key
self.constructor = constructor
self.kwds = kwds
def check_keywords(self, constructor, kwds):
if self.constructor != constructor:
raise ValueError(CACHED_SERVER_ERROR.format(
key=self.key,
new_type=str(constructor),
old_type=str(self.constructor)))
if self.kwds != kwds:
log.warning(CACHED_KWDS_WARNING.format(server=self, kwds=kwds))
def close(self):
pass
def __getattr__(self, key):
# Pass through all other attributes to the server.
return getattr(self.server, key)
ADDRESS_IN_USE_ERROR = """
Cached server {0} on your machine is already in use.
Perhaps BiblioPixel is already running on your machine?
"""
CACHED_SERVER_ERROR = """
Tried to open server of type {new_type} on {port}, but there was already
a server of type {old_type} running there.
"""
CACHED_KWDS_WARNING = """
Cached server for {server.port} had keywords {server.kwds},
but keywords {kwds} were requested.
"""
| [
"tom@swirly.com"
] | tom@swirly.com |
1f2a4abfd3122c3a498811a9059dedcf593d1f9d | cfd9b9aa7122161b85acfb5c1b208b3463e48838 | /train/train.py | 244093740352f635b996d12ca63bc072cd5861c6 | [] | no_license | KennethFok/UDACITY_DLND_P5 | dc9c6895080bbbd015c24c81fb56657be49e3edf | be9711995f3d6c313d7893f39b477863b030adcb | refs/heads/master | 2020-11-25T15:08:43.647352 | 2019-12-18T03:00:58 | 2019-12-18T03:00:58 | 228,732,765 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 6,292 | py | import argparse
import json
import os
import pickle
import sys
import sagemaker_containers
import pandas as pd
import torch
import torch.optim as optim
import torch.utils.data
from model import LSTMClassifier
def model_fn(model_dir):
"""Load the PyTorch model from the `model_dir` directory."""
print("Loading model.")
# First, load the parameters used to create the model.
model_info = {}
model_info_path = os.path.join(model_dir, 'model_info.pth')
with open(model_info_path, 'rb') as f:
model_info = torch.load(f)
print("model_info: {}".format(model_info))
# Determine the device and construct the model.
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
model = LSTMClassifier(model_info['embedding_dim'], model_info['hidden_dim'], model_info['vocab_size'])
# Load the stored model parameters.
model_path = os.path.join(model_dir, 'model.pth')
with open(model_path, 'rb') as f:
model.load_state_dict(torch.load(f))
# Load the saved word_dict.
word_dict_path = os.path.join(model_dir, 'word_dict.pkl')
with open(word_dict_path, 'rb') as f:
model.word_dict = pickle.load(f)
model.to(device).eval()
print("Done loading model.")
return model
def _get_train_data_loader(batch_size, training_dir):
print("Get train data loader.")
train_data = pd.read_csv(os.path.join(training_dir, "train.csv"), header=None, names=None)
train_y = torch.from_numpy(train_data[[0]].values).float().squeeze()
train_X = torch.from_numpy(train_data.drop([0], axis=1).values).long()
train_ds = torch.utils.data.TensorDataset(train_X, train_y)
return torch.utils.data.DataLoader(train_ds, batch_size=batch_size)
def train(model, train_loader, epochs, optimizer, loss_fn, device):
"""
This is the training method that is called by the PyTorch training script. The parameters
passed are as follows:
model - The PyTorch model that we wish to train.
train_loader - The PyTorch DataLoader that should be used during training.
epochs - The total number of epochs to train for.
optimizer - The optimizer to use during training.
loss_fn - The loss function used for training.
device - Where the model and data should be loaded (gpu or cpu).
"""
# TODO: Paste the train() method developed in the notebook here.
for epoch in range(1, epochs + 1):
model.train()
total_loss = 0
for batch in train_loader:
batch_X, batch_y = batch
batch_X = batch_X.to(device)
batch_y = batch_y.to(device)
# TODO: Complete this train method to train the model provided.
model.zero_grad()
output = model(batch_X)
loss = loss_fn(output, batch_y)
loss.backward()
optimizer.step()
total_loss += loss.data.item()
print("Epoch: {}, BCELoss: {}".format(epoch, total_loss / len(train_loader)))
#pass
if __name__ == '__main__':
# All of the model parameters and training parameters are sent as arguments when the script
# is executed. Here we set up an argument parser to easily access the parameters.
parser = argparse.ArgumentParser()
# Training Parameters
parser.add_argument('--batch-size', type=int, default=512, metavar='N',
help='input batch size for training (default: 512)')
parser.add_argument('--epochs', type=int, default=10, metavar='N',
help='number of epochs to train (default: 10)')
parser.add_argument('--seed', type=int, default=1, metavar='S',
help='random seed (default: 1)')
# Model Parameters
parser.add_argument('--embedding_dim', type=int, default=32, metavar='N',
help='size of the word embeddings (default: 32)')
parser.add_argument('--hidden_dim', type=int, default=100, metavar='N',
help='size of the hidden dimension (default: 100)')
parser.add_argument('--vocab_size', type=int, default=5000, metavar='N',
help='size of the vocabulary (default: 5000)')
# SageMaker Parameters
parser.add_argument('--hosts', type=list, default=json.loads(os.environ['SM_HOSTS']))
parser.add_argument('--current-host', type=str, default=os.environ['SM_CURRENT_HOST'])
parser.add_argument('--model-dir', type=str, default=os.environ['SM_MODEL_DIR'])
parser.add_argument('--data-dir', type=str, default=os.environ['SM_CHANNEL_TRAINING'])
parser.add_argument('--num-gpus', type=int, default=os.environ['SM_NUM_GPUS'])
args = parser.parse_args()
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
print("Using device {}.".format(device))
torch.manual_seed(args.seed)
# Load the training data.
train_loader = _get_train_data_loader(args.batch_size, args.data_dir)
# Build the model.
model = LSTMClassifier(args.embedding_dim, args.hidden_dim, args.vocab_size).to(device)
with open(os.path.join(args.data_dir, "word_dict.pkl"), "rb") as f:
model.word_dict = pickle.load(f)
print("Model loaded with embedding_dim {}, hidden_dim {}, vocab_size {}.".format(
args.embedding_dim, args.hidden_dim, args.vocab_size
))
# Train the model.
optimizer = optim.Adam(model.parameters())
loss_fn = torch.nn.BCELoss()
train(model, train_loader, args.epochs, optimizer, loss_fn, device)
# Save the parameters used to construct the model
model_info_path = os.path.join(args.model_dir, 'model_info.pth')
with open(model_info_path, 'wb') as f:
model_info = {
'embedding_dim': args.embedding_dim,
'hidden_dim': args.hidden_dim,
'vocab_size': args.vocab_size,
}
torch.save(model_info, f)
# Save the word_dict
word_dict_path = os.path.join(args.model_dir, 'word_dict.pkl')
with open(word_dict_path, 'wb') as f:
pickle.dump(model.word_dict, f)
# Save the model parameters
model_path = os.path.join(args.model_dir, 'model.pth')
with open(model_path, 'wb') as f:
torch.save(model.cpu().state_dict(), f)
| [
"ec2-user@ip-172-16-75-101.ap-northeast-1.compute.internal"
] | ec2-user@ip-172-16-75-101.ap-northeast-1.compute.internal |
e51062a20ecc459090e8fe3309826e0c6813ee6c | 46ab80b29b8d2367567412fd69d7452320b7af27 | /problem_solving/electronicShop.py | f9d2ae6f7bbb5976b17680b18ac6692b3c85df85 | [] | no_license | ItsMeVArun5/Hakerrank | c1c741329a4a575721e97e9b15ac46f90e20da54 | c67068a835e5278d531759821a97d168f4893790 | refs/heads/master | 2022-11-10T07:33:55.873475 | 2020-06-24T14:05:19 | 2020-06-24T14:05:19 | 269,420,278 | 0 | 1 | null | null | null | null | UTF-8 | Python | false | false | 902 | py | #!/bin/python3
import os
import sys
#
# Complete the getMoneySpent function below.
#
def getMoneySpent(keyboards, drives, b):
total_price = []
for k in keyboards:
for d in drives:
total = k+d
if total <= b:
total_price.append((k+d))
if total_price == []:
return -1
else:
return max(total_price)
if __name__ == '__main__':
fptr = open(os.environ['OUTPUT_PATH'], 'w')
bnm = input().split()
b = int(bnm[0])
n = int(bnm[1])
m = int(bnm[2])
keyboards = list(map(int, input().rstrip().split()))
drives = list(map(int, input().rstrip().split()))
#
# The maximum amount of money she can spend on a keyboard and USB drive, or -1 if she can't purchase both items
#
moneySpent = getMoneySpent(keyboards, drives, b)
fptr.write(str(moneySpent) + '\n')
fptr.close()
| [
"varunmewada1@gmail.com"
] | varunmewada1@gmail.com |
05a1c51887cd18ab217fb1d243a7c0d53b5e7e0e | b466323e7987949c01773a871f160ecc1d418c02 | /dated/y_onehot.py | 615f04f1fe469e43cb8fca0f697226de0982b5a8 | [] | no_license | MineSelf2016/PyG_learning | 5a97b0812412a7287719ee13e4de940902619ae0 | 68f875d96802782174929553e6c53f1f2f76d813 | refs/heads/master | 2023-06-30T07:11:08.586679 | 2021-08-07T02:37:50 | 2021-08-07T02:37:50 | 393,555,108 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 755 | py | #%%
import torch
#%%
"""
Generally, in the classification tasks, we get the y_label as their category, such as y_label = [0, 1, 2, 3, 3, 2, ...], and we will convert it into the one-hot code. There are several methods can do this:
1. traditional for loop;
2. torch_scatter method.
"""
#%%
"""
Generate random y_label
"""
#%%
import numpy as np
y_label = torch.from_numpy(np.random.randint(0, 4, 10))
y_label
#%%
def traditional_for_loop(y_label):
y = torch.zeros(10, 4)
for i, label in enumerate(y_label):
y[i][label] = 1
print(y)
traditional_for_loop(y_label)
#%%
def torch_scatter(y_label):
y = torch.zeros(10, 4)
y.scatter_(1, torch.tensor(y_label).unsqueeze(1), 1)
print(y)
torch_scatter(y_label)
#%%
| [
"mineself2016@qq.com"
] | mineself2016@qq.com |
131ab62769f61bb7383f1f1debef3512ce034caf | b47c136e077f5100478338280495193a8ab81801 | /Lights/adafruit-circuitpython-bundle-6.x-mpy-20210310/examples/trellism4_neopixel_toggle.py | 96f58e006b9ea62fbbd51578016af63ab64293da | [
"Apache-2.0"
] | permissive | IanSMoyes/SpiderPi | 22cd8747cc389f674cc8d95f32b4d86f9b7b2d8e | cc3469980ae87b92d0dc43c05dbd579f0fa8c4b1 | refs/heads/master | 2023-03-20T22:30:23.362137 | 2021-03-12T17:37:33 | 2021-03-12T17:37:33 | 339,555,949 | 16 | 2 | null | null | null | null | UTF-8 | Python | false | false | 1,207 | py | # SPDX-FileCopyrightText: 2021 ladyada for Adafruit Industries
# SPDX-License-Identifier: MIT
import adafruit_trellism4
trellis = adafruit_trellism4.TrellisM4Express()
def wheel(pos):
if pos < 0 or pos > 255:
return 0, 0, 0
if pos < 85:
return int(255 - pos * 3), int(pos * 3), 0
if pos < 170:
pos -= 85
return 0, int(255 - pos * 3), int(pos * 3)
pos -= 170
return int(pos * 3), 0, int(255 - (pos * 3))
led_on = []
for x in range(trellis.pixels.width):
led_on.append([])
for y in range(trellis.pixels.height):
led_on[x].append(False)
trellis.pixels.fill((0, 0, 0))
current_press = set()
while True:
pressed = set(trellis.pressed_keys)
for press in pressed - current_press:
x, y = press
if not led_on[x][y]:
print("Turning on:", press)
pixel_index = (x + (y * 8)) * 256 // 32
trellis.pixels[x, y] = wheel(pixel_index & 255)
led_on[x][y] = True
else:
print("Turning off:", press)
trellis.pixels[x, y] = (0, 0, 0)
led_on[x][y] = False
current_press = pressed
| [
"ians.moyes@gmail.com"
] | ians.moyes@gmail.com |
c7f5d3cf35b81c3f3db161faa7de8f38e800a863 | 9b34c06c157136b8bbb98a90457829ab469c97f1 | /predictions/prediction.py | 5786c104afb83d33bf4f9b2fcee0502696e51ce2 | [] | no_license | legacy72/suicide_analysis | 2b13b91c1d5f53eae0b2249051fc6fb2add391eb | 9d04d417d573203cf984593096e2cb8c4ed00973 | refs/heads/master | 2021-07-08T07:23:04.232561 | 2020-08-07T13:06:57 | 2020-08-07T13:06:57 | 173,704,194 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 365 | py | # TODO: реализовать
import json
from predictions.constants import *
class Predictor:
_BANNED_DICT = {}
_NORMAL_DICT = {}
_BANNED_FREQUENCIES = 0
_NORMAL_FREQUENCIES = 0
def __init__(self):
with open(TRAINING_DATA) as file:
self._data = json.loads(file.read())
def result(self):
return self._data
| [
"sky45leg72"
] | sky45leg72 |
5284f053c9b5d470dc1880f5bf532e6c1109a82d | e1be19f06af5fd5590b6b1519348e5731b2a3923 | /samsungtv.py | d47e46ab7a5240af2938c992a3a5240ce15d1990 | [] | no_license | cwi-vvatsos/home-assistant-samsungtv | 51d0b9f861844e275e04fa9d7f7811fef4b8dff8 | 1aed78f8c18260f35e11b04d5e8332c81a356130 | refs/heads/master | 2020-04-18T09:40:16.843276 | 2019-01-29T10:26:45 | 2019-01-29T10:26:45 | 167,442,453 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 19,993 | py | """
Support for interface with an Samsung TV.
For moee details about this platform, please refer to the documentation at
https://home-assistant.io/components/media_player.samsungtv/
"""
import logging
import socket
REQUIREMENTS = ['wakeonlan==0.2.2', 'beautifulsoup4==4.6.0', 'requests==2.21.0', 'google-images-download==2.5.0']
from bs4 import BeautifulSoup
import voluptuous as vol
import re
import requests
from struct import unpack
from homeassistant.components.media_player import (
SUPPORT_SELECT_SOURCE, SUPPORT_TURN_OFF, SUPPORT_VOLUME_MUTE, SUPPORT_VOLUME_SET,
SUPPORT_VOLUME_STEP, MediaPlayerDevice, PLATFORM_SCHEMA, SUPPORT_TURN_ON)
from homeassistant.const import (
CONF_HOST, CONF_NAME, STATE_OFF, STATE_ON, STATE_UNKNOWN, CONF_PORT,
CONF_MAC)
import homeassistant.helpers.config_validation as cv
_LOGGER = logging.getLogger(__name__)
CONF_TIMEOUT = 'timeout'
CONF_USEGOOGLE = 'usegoogle'
DEFAULT_NAME = 'Samsung TV Remote'
DEFAULT_PORT = 55000
DEFAULT_TIMEOUT = 0
KNOWN_DEVICES_KEY = 'samsungtv_known_devices'
SUPPORT_SAMSUNGTV = SUPPORT_SELECT_SOURCE | SUPPORT_VOLUME_SET | \
SUPPORT_VOLUME_STEP | SUPPORT_VOLUME_MUTE | SUPPORT_TURN_OFF
PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend({
vol.Required(CONF_HOST): cv.string,
vol.Optional(CONF_NAME, default=DEFAULT_NAME): cv.string,
vol.Optional(CONF_PORT, default=DEFAULT_PORT): cv.port,
vol.Optional(CONF_TIMEOUT, default=DEFAULT_TIMEOUT): cv.positive_int,
})
# pylint: disable=unused-argument
def setup_platform(hass, config, add_devices, discovery_info=None):
"""Set up the Samsung TV platform."""
known_devices = hass.data.get(KNOWN_DEVICES_KEY)
if known_devices is None:
known_devices = set()
hass.data[KNOWN_DEVICES_KEY] = known_devices
_googleImage = config.get(CONF_USEGOOGLE)
# Is this a manual configuration?
if config.get(CONF_HOST) is not None:
host = config.get(CONF_HOST)
port = config.get(CONF_PORT)
name = config.get(CONF_NAME)
mac = config.get(CONF_MAC)
timeout = config.get(CONF_TIMEOUT)
elif discovery_info is not None:
tv_name = discovery_info.get('name')
model = discovery_info.get('model_name')
host = discovery_info.get('host')
name = "{} ({})".format(tv_name, model)
port = DEFAULT_PORT
timeout = DEFAULT_TIMEOUT
mac = None
else:
_LOGGER.warning("Cannot determine device")
return
# Only add a device once, so discovered devices do not override manual
# config.
ip_addr = socket.gethostbyname(host)
if ip_addr not in known_devices:
known_devices.add(ip_addr)
add_devices([SamsungTVDevice(host, port, name, timeout, mac, _googleImage)])
_LOGGER.info("Samsung TV %s:%d added as '%s'", host, port, name)
else:
_LOGGER.info("Ignoring duplicate Samsung TV %s:%d", host, port)
class SamsungTVDevice(MediaPlayerDevice):
"""Representation of a Samsung TV."""
def __init__(self, host, port, name, timeout, mac, googleImage):
"""Initialize the Samsung device."""
from wakeonlan import wol
from google_images_download import google_images_download
if googleImage:
self._googleImage = google_images_download.googleimagesdownload()
self._programImages = {}
else:
self._googleImage = None
# Save a reference to the imported classes
self._name = name
self._mac = mac
self._wol = wol
self._updateCounter = 60
# Assume that the TV is not muted
self._muted = False
self._volume = 0
self._state = STATE_OFF
# Generate a configuration for the Samsung library
self._config = {
'name': 'HomeAssistant',
'description': name,
'id': 'ha.component.samsung',
'port': 7676,
'host': host,
'timeout': timeout,
}
self._selected_source = ''
self._currentChannel = None
self._channelsProgram = {}
self._channels = {}
self._source_ids = self.SendSOAP('smp_4_', 'urn:samsung.com:service:MainTVAgent2:1', 'GetSourceList', '', 'id')
if self._source_ids:
del self._source_ids[0]
self._source_names = self.SendSOAP('smp_4_', 'urn:samsung.com:service:MainTVAgent2:1', 'GetSourceList', '', 'sourcetype')
self._sources = dict(zip(self._source_names, self._source_ids))
self.getChannelList()
else:
self._source_names = {}
self._source_ids = {}
self._sources = {}
def update(self):
"""Retrieve the latest data."""
currentvolume = self.SendSOAP('smp_17_', 'urn:schemas-upnp-org:service:RenderingControl:1', 'GetVolume', '<InstanceID>0</InstanceID><Channel>Master</Channel>','currentvolume')
if currentvolume:
self._volume = int(currentvolume) / 100
currentmute = self.SendSOAP('smp_17_', 'urn:schemas-upnp-org:service:RenderingControl:1', 'GetMute', '<InstanceID>0</InstanceID><Channel>Master</Channel>','currentmute')
if currentmute == '1':
self._muted = True
else:
self._muted = False
source = self.SendSOAP('smp_4_', 'urn:samsung.com:service:MainTVAgent2:1', 'GetCurrentExternalSource', '','currentexternalsource')
self._selected_source = source
self._state = STATE_ON
self._updateCounter += 1
if self._updateCounter > 10:
self.getChannelListProgram()
self._updateCounter = 0
if source == 'TV':
self.getCurrentChannel()
return True
else:
self._state = STATE_OFF
self._updateCounter = 0
return False
def SendSOAP(self,path,urn,service,body,XMLTag, regexMatch=False):
CRLF = "\r\n"
xmlBody = "";
xmlBody += '<s:Envelope xmlns:s="http://schemas.xmlsoap.org/soap/envelope/" s:encodingStyle="http://schemas.xmlsoap.org/soap/encoding/">'
xmlBody += '<s:Body>'
xmlBody += '<u:{service} xmlns:u="{urn}">{body}</u:{service}>'
xmlBody += '</s:Body>'
xmlBody += '</s:Envelope>'
xmlBody = xmlBody.format(urn = urn, service = service, body = body)
soapRequest = "POST /{path} HTTP/1.0%s" % (CRLF)
soapRequest += "HOST: {host}:{port}%s" % (CRLF)
soapRequest += "CONTENT-TYPE: text/xml;charset=\"utf-8\"%s" % (CRLF)
soapRequest += "SOAPACTION: \"{urn}#{service}\"%s" % (CRLF)
soapRequest += "%s" % (CRLF)
soapRequest += "{xml}%s" % (CRLF)
soapRequest = soapRequest.format(host = self._config['host'], port = self._config['port'], xml = xmlBody, path = path, urn = urn, service = service)
client = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
client.settimeout(0.5)
client.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
dataBuffer = ''
response_xml = ''
# _LOGGER.info("Samsung TV sending: %s", soapRequest)
try:
client.connect( (self._config['host'], self._config['port']) )
client.send(bytes(soapRequest, 'utf-8'))
while True:
dataBuffer = client.recv(4096)
if not dataBuffer: break
response_xml += str(dataBuffer)
except socket.error as e:
return
response_xml = bytes(response_xml, 'utf-8')
response_xml = response_xml.decode(encoding="utf-8")
response_xml = response_xml.replace("<","<")
response_xml = response_xml.replace(">",">")
response_xml = response_xml.replace(""","\"")
# _LOGGER.info("Samsung TV received: %s", response_xml)
if regexMatch:
_ma = re.search('.*<'+XMLTag+'>(.*?)</'+XMLTag+'>.*',response_xml)
if _ma is not None:
return _ma.group(1)
else:
return ''
elif XMLTag:
soup = BeautifulSoup(str(response_xml), 'html.parser')
xmlValues = soup.find_all(XMLTag)
# _LOGGER.info('SOMETHING: %s',xmlValues)
xmlValues_names = [xmlValue.string for xmlValue in xmlValues]
if len(xmlValues_names)== 1:
return xmlValues_names[0]
else:
return xmlValues_names
else:
return response_xml[response_xml.find('<s:Envelope'):]
def findTag(self, soup, tag):
xmlValues = soup.find_all(tag)
xmlValues_names = [xmlValue.string for xmlValue in xmlValues]
if len(xmlValues_names)== 1:
return xmlValues_names[0]
else:
return xmlValues_names
def getChannelList(self):
# _LOGGER.info('getting channel list')
_uri = self.SendSOAP('smp_4_', 'urn:samsung.com:service:MainTVAgent2:1', 'GetChannelListURL', '','channellisturl')
# _LOGGER.info('got uri: %s',_uri)
if _uri is not None:
r = requests.get(_uri)
self._parse_channel_list(r.content)
def _getint(self, buf, offset):
"""Helper function to extract a 16-bit little-endian unsigned from a char
buffer 'buf' at offset 'offset'..'offset'+2."""
x = unpack('<H', buf[offset:offset+2])
return x[0]
def getChannelListProgram(self):
_LOGGER.info('getting channel list')
_uri = self.SendSOAP('smp_4_', 'urn:samsung.com:service:MainTVAgent2:1', 'GetCurrentProgramInformationURL', '','currentproginfourl')
# _LOGGER.info('got uri: %s',_uri)
if _uri is not None:
r = requests.get(_uri)
# _content = bytes(r.content, 'utf-8')
_content = r.content.decode(encoding="utf-8")
_program = BeautifulSoup(_content, 'html.parser')
_channelIDs = self.findTag(_program, 'majorch')
_mediaTitles = self.findTag(_program, 'title')
self._channelsProgram = {}
for i in range(len(_channelIDs)):
self._channelsProgram[_channelIDs[i]]= {'title': _mediaTitles[i]}
return self._channelsProgram
else:
return {}
def getCurrentChannel(self):
_ch = self.SendSOAP('smp_4_', 'urn:samsung.com:service:MainTVAgent2:1', 'GetCurrentMainTVChannel', '','majorch')
if _ch in self._channels:
self._currentChannel = self._channels[_ch]
# _LOGGER.info('CurrentChannel: %s',self._currentChannel)
else:
self._currentChannel = None
# _LOGGER.info('Channel %s not found in channel list. Using %s',_ch,self._currentChannel)
def _parse_channel_list(self, channel_list):
"""Splits the binary channel list into channel entry fields and returns a list of Channels."""
# The channel list is binary file with a 4-byte header, containing 2 unknown bytes and
# 2 bytes for the channel count, which must be len(list)-4/124, as each following channel
# is 124 bytes each. See Channel._parse_dat for how each entry is constructed.
if len(channel_list) < 128:
_LOGGER.info('channel list is smaller than it has to be for at least one channel (%d bytes (actual) vs. 128 bytes',len(channel_list))
if (len(channel_list)-4) % 124 != 0:
_LOGGER.info('channel list\'s size (%d) minus 128 (header) is not a multiple of 124 bytes',len(channel_list))
actual_channel_list_len = (len(channel_list)-4) / 124
expected_channel_list_len = self._getint(channel_list, 2)
if actual_channel_list_len != expected_channel_list_len:
_LOGGER.info('Actual channel list length ((%d-4)/124=%d) does not equal expected channel list length (%d) as defined in header',len(channel_list),actual_channel_list_len, expected_channel_list_len)
self._channels = {}
pos = 4
while pos < len(channel_list):
chunk = channel_list[pos:pos+124]
_channel = Channel(chunk)
self._channels['{}'.format(_channel.major_ch)] = _channel
pos += 124
return self._channels
@property
def name(self):
"""Return the name of the device."""
return self._name
@property
def state(self):
"""Return the state of the device."""
return self._state
@property
def volume_level(self):
"""Volume level of the media player (0..1)."""
return self._volume
@property
def is_volume_muted(self):
"""Boolean if volume is currently muted."""
return self._muted
@property
def source(self):
"""Return the current input source."""
return self._selected_source
@property
def source_list(self):
"""List of available input sources."""
return self._source_names
@property
def media_title(self):
"""Title of current playing media."""
if self._currentChannel is not None:
return self._currentChannel.title+' - '+self.current_playing_program
else:
return 'Unknown'
@property
def current_playing_program(self):
_ch = '{}'.format(self._currentChannel.major_ch)
if _ch in self._channelsProgram:
return str(self._channelsProgram[_ch]['title'])
else:
return 'Unknown'
@property
def media_image_url(self):
"""Return the media image URL."""
if self._googleImage is None:
return None
if self.current_playing_program == 'Unknown':
return None
if self.current_playing_program in self._programImages:
return self._programImages[self.current_playing_program]
else:
arguments = {"keywords":self.current_playing_program,"limit":1,"print_urls":True,"no_download":True,"language":False,
"time_range":False,"exact_size":False,"color":None,"color_type":None,"usage_rights":None,"size":">800*600",
"type":None,"time":None,"aspect_ratio":"wide","format":None,"offset":False,"metadata":False,
"socket_timeout":False,"prefix":False,"print_size":False,"print_paths":False,"extract_metadata":False,
"no_numbering":False,"thumbnail":False,"delay":False}
_gparams = self._googleImage.build_url_parameters(arguments)
_gurl = self._googleImage.build_search_url(arguments["keywords"],_gparams,None,None,None,None)
_html = self._googleImage.download_page(_gurl)
_items,_errorCount,_abs_path = self._googleImage._get_all_items(_html,"","",arguments["limit"],arguments)
if len(_items)>0:
self._programImages[self.current_playing_program] = _items[0]['image_link']
return _items[0]['image_link']
else:
return ''
# return "https://image.shutterstock.com/z/stock-vector-television-with-an-inscription-tv-program-logo-design-vector-illustration-708238828.jpg"
@property
def supported_features(self):
"""Flag media player features that are supported."""
if self._mac:
return SUPPORT_SAMSUNGTV | SUPPORT_TURN_ON
return SUPPORT_SAMSUNGTV
def select_source(self, source):
"""Select input source."""
self.SendSOAP('smp_4_', 'urn:samsung.com:service:MainTVAgent2:1', 'SetMainTVSource', '<Source>'+source+'</Source><ID>' + self._sources[source] + '</ID><UiID>0</UiID>','')
def turn_off(self):
"""Turn off media player."""
def set_volume_level(self, volume):
"""Volume up the media player."""
volset = str(round(volume * 100))
self.SendSOAP('smp_17_', 'urn:schemas-upnp-org:service:RenderingControl:1', 'SetVolume', '<InstanceID>0</InstanceID><DesiredVolume>' + volset + '</DesiredVolume><Channel>Master</Channel>','')
def volume_up(self):
"""Volume up the media player."""
volume = self._volume + 0.01
self.set_volume_level(volume)
def volume_down(self):
"""Volume down media player."""
volume = self._volume - 0.01
self.set_volume_level(volume)
def mute_volume(self, mute):
"""Send mute command."""
if self._muted == True:
doMute = '0'
else:
doMute = '1'
self.SendSOAP('smp_17_', 'urn:schemas-upnp-org:service:RenderingControl:1', 'SetMute', '<InstanceID>0</InstanceID><DesiredMute>' + doMute + '</DesiredMute><Channel>Master</Channel>','')
def turn_on(self):
"""Turn the media player on."""
if self._mac:
self._wol.send_magic_packet(self._mac)
class Channel(object):
"""Class representing a Channel from the TV's channel list."""
def __init__(self, from_dat):
"""Constructs the Channel object from a binary channel list chunk."""
self._parse_dat(from_dat)
def _parse_dat(self, buf):
"""Parses the binary data from a channel list chunk and initilizes the
member variables."""
# Each entry consists of (all integers are 16-bit little-endian unsigned):
# [2 bytes int] Type of the channel. I've only seen 3 and 4, meaning
# CDTV (Cable Digital TV, I guess) or CATV (Cable Analog
# TV) respectively as argument for <ChType>
# [2 bytes int] Major channel (<MajorCh>)
# [2 bytes int] Minor channel (<MinorCh>)
# [2 bytes int] PTC (Physical Transmission Channel?), <PTC>
# [2 bytes int] Program Number (in the mux'ed MPEG or so?), <ProgNum>
# [2 bytes int] They've always been 0xffff for me, so I'm just assuming
# they have to be :)
# [4 bytes string, \0-padded] The (usually 3-digit, for me) channel number
# that's displayed (and which you can enter), in ASCII
# [2 bytes int] Length of the channel title
# [106 bytes string, \0-padded] The channel title, in UTF-8 (wow)
t = self._getint(buf, 0)
if t == 4:
self.ch_type = 'CDTV'
elif t == 3:
self.ch_type = 'CATV'
elif t == 2:
self.ch_type = 'DTV'
else:
_LOGGER.info('Unknown channel type %d', t)
self.major_ch = self._getint(buf, 2)
self.minor_ch = self._getint(buf, 4)
self.ptc = self._getint(buf, 6)
self.prog_num = self._getint(buf, 8)
if self._getint(buf, 10) != 0xffff:
_LOGGER.info('reserved field mismatch (%04x)', self._getint(buf, 10))
self.dispno = buf[12:16].decode('utf-8').rstrip('\x00')
title_len = self._getint(buf, 22)
self.title = buf[24:24+title_len].decode('utf-8')
def _getint(self, buf, offset):
"""Helper function to extract a 16-bit little-endian unsigned from a char
buffer 'buf' at offset 'offset'..'offset'+2."""
x = unpack('<H', buf[offset:offset+2])
return x[0]
def display_string(self):
"""Returns a unicode display string, since both __repr__ and __str__ convert it
to ascii."""
return u'[%s] % 4s %s' % (self.ch_type, self.dispno, self.title)
def __repr__(self):
return '<Channel %s %s ChType=%s MajorCh=%d MinorCh=%d PTC=%d ProgNum=%d>' % \
(self.dispno, repr(self.title), self.ch_type, self.major_ch, self.minor_ch, self.ptc,
self.prog_num)
@property
def as_xml(self):
"""The channel list as XML representation for SetMainTVChannel."""
return ('<?xml version="1.0" encoding="UTF-8" ?><Channel><ChType>%s</ChType><MajorCh>%d'
'</MajorCh><MinorCh>%d</MinorCh><PTC>%d</PTC><ProgNum>%d</ProgNum></Channel>') % \
(escape(self.ch_type), self.major_ch, self.minor_ch, self.ptc, self.prog_num)
| [
"noreply@github.com"
] | cwi-vvatsos.noreply@github.com |
81c3fe0c21b388da7fe81eb05e8d462f98493ed4 | d081f87beb90e0e3697045b9139bde67253faf4d | /capsule_em/cap_datasets/dataset_utils.py | e51817113705f395f1898dfceabc979141a42d4c | [] | no_license | hannarud/deep_learning | db9ed75c9fedd70dc3cb3935bba3947c818095ee | b5d1c91e8dcb6252e24f3ab35797ca4130381ec0 | refs/heads/master | 2020-03-28T03:21:20.849132 | 2019-05-08T08:43:23 | 2019-05-08T08:43:23 | 147,638,984 | 0 | 0 | null | 2018-09-06T08:02:52 | 2018-09-06T08:02:52 | null | UTF-8 | Python | false | false | 4,679 | py | # Copyright 2016 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.
# ==============================================================================
"""Contains utilities for downloading and converting datasets."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import sys
import tarfile
from six.moves import urllib
import tensorflow as tf
LABELS_FILENAME = 'labels.txt'
def int64_feature(values):
"""Returns a TF-Feature of int64s.
Args:
values: A scalar or list of values.
Returns:
A TF-Feature.
"""
if not isinstance(values, (tuple, list)):
values = [values]
return tf.train.Feature(int64_list=tf.train.Int64List(value=values))
def bytes_feature(values):
"""Returns a TF-Feature of bytes.
Args:
values: A string.
Returns:
A TF-Feature.
"""
return tf.train.Feature(bytes_list=tf.train.BytesList(value=[values]))
def float_feature(values):
"""Returns a TF-Feature of floats.
Args:
values: A scalar of list of values.
Returns:
A TF-Feature.
"""
if not isinstance(values, (tuple, list)):
values = [values]
return tf.train.Feature(float_list=tf.train.FloatList(value=values))
def image_to_tfexample(image_data, image_format, height, width, class_id):
return tf.train.Example(features=tf.train.Features(feature={
'image/encoded': bytes_feature(image_data),
'image/format': bytes_feature(image_format),
'image/class/label': int64_feature(class_id),
'image/height': int64_feature(height),
'image/width': int64_feature(width),
}))
def download_and_uncompress_tarball(tarball_url, dataset_dir):
"""Downloads the `tarball_url` and uncompresses it locally.
Args:
tarball_url: The URL of a tarball file.
dataset_dir: The directory where the temporary files are stored.
"""
filename = tarball_url.split('/')[-1]
filepath = os.path.join(dataset_dir, filename)
def _progress(count, block_size, total_size):
sys.stdout.write('\r>> Downloading %s %.1f%%' % (
filename, float(count * block_size) / float(total_size) * 100.0))
sys.stdout.flush()
filepath, _ = urllib.request.urlretrieve(tarball_url, filepath, _progress)
print()
statinfo = os.stat(filepath)
print('Successfully downloaded', filename, statinfo.st_size, 'bytes.')
tarfile.open(filepath, 'r:gz').extractall(dataset_dir)
def write_label_file(labels_to_class_names, dataset_dir,
filename=LABELS_FILENAME):
"""Writes a file with the list of class names.
Args:
labels_to_class_names: A map of (integer) labels to class names.
dataset_dir: The directory in which the labels file should be written.
filename: The filename where the class names are written.
"""
labels_filename = os.path.join(dataset_dir, filename)
with tf.gfile.Open(labels_filename, 'w') as f:
for label in labels_to_class_names:
class_name = labels_to_class_names[label]
f.write('%d:%s\n' % (label, class_name))
def has_labels(dataset_dir, filename=LABELS_FILENAME):
"""Specifies whether or not the dataset directory contains a label map file.
Args:
dataset_dir: The directory in which the labels file is found.
filename: The filename where the class names are written.
Returns:
`True` if the labels file exists and `False` otherwise.
"""
return tf.gfile.Exists(os.path.join(dataset_dir, filename))
def read_label_file(dataset_dir, filename=LABELS_FILENAME):
"""Reads the labels file and returns a mapping from ID to class name.
Args:
dataset_dir: The directory in which the labels file is found.
filename: The filename where the class names are written.
Returns:
A map from a label (integer) to class name.
"""
labels_filename = os.path.join(dataset_dir, filename)
with tf.gfile.Open(labels_filename, 'rb') as f:
lines = f.read().decode()
lines = lines.split('\n')
lines = filter(None, lines)
labels_to_class_names = {}
for line in lines:
index = line.index(':')
labels_to_class_names[int(line[:index])] = line[index+1:]
return labels_to_class_names | [
"jonathan@jonathanhui.com"
] | jonathan@jonathanhui.com |
99cfeba3ad1ebcf346ed5bec12d4f540ee76078f | 6398e4eaa3401f0116e718964bedb8045f16ce66 | /goodman_focus/__init__.py | 4acafca48ff8afa5872f65f4a66b0bf1b1d6d117 | [
"BSD-3-Clause"
] | permissive | soar-telescope/goodman_focus | d99673b16944003871953b93bdfd52f98bda6559 | 32f75b54935b5e3013a94255e0cff7dc587bcfb0 | refs/heads/main | 2023-08-19T03:23:29.205995 | 2023-08-03T18:59:24 | 2023-08-03T18:59:24 | 190,647,652 | 0 | 1 | BSD-3-Clause | 2023-08-03T18:59:25 | 2019-06-06T20:46:55 | Python | UTF-8 | Python | false | false | 160 | py | from .version import __version__ # noqa: F401
from .goodman_focus import GoodmanFocus # noqa: F401
from .goodman_focus import run_goodman_focus # noqa: F401
| [
"simon.torres@noirlab.edu"
] | simon.torres@noirlab.edu |
79bcc30cc422dacf72e732fe1afeb7caee331d08 | 128bf9f557e9db47ca78969881971813beffa32b | /emitter/encoders/coder_test.py | cc05057b5d8bb509f7a0dac9c99105790fd1b561 | [] | no_license | macabrus/icarus | 5b52843b62acabd043dcb419b528e33f43736d92 | 0df70ae90d965ebf13eff872c15b470cb721bad5 | refs/heads/master | 2022-11-15T14:19:13.899014 | 2020-07-29T06:30:29 | 2020-07-29T06:30:29 | 279,258,593 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 269 | py | from BitEncoderEnhanced import BitEncoder
import binascii
e = BitEncoder()
data = {
"ax": 4.54,
"ay": 2.6653,
"az": 54.235436,
"t": 324
}
print('Raw data:', data)
print('Encoded data:', binascii.hexlify(e.pack(data)))
print('Decoded data:', e.unpack(e.pack(data))) | [
"bernard@arhivpro.hr"
] | bernard@arhivpro.hr |
d1911b7c221f3d986c05a218615c404dac8b5c74 | 365aa19c127f615f74d1bc77c33b323fac0c8bdb | /0048 - Summation of Primes/0048.py | a1af0837ff389c762cb02898e16d1a09c2261b9b | [] | no_license | arsh479/dv.pset | b6420d57f99f00133abc8e4e5a8d5f08bbd243be | 8241a3d1346b13d8eeae63f9c5567ea4e2e2b1c5 | refs/heads/master | 2020-03-27T14:53:37.269875 | 2018-09-29T07:55:26 | 2018-09-29T07:55:26 | 146,685,045 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 199 | py | sum = 0
for n in range(2,2000000) :
checknotprime = False
for i in range(2,int(n/2)) :
if(n%i==0) :
checknotprime = True
break
if (checknotprime == False) :
sum = sum + n
print(sum)
| [
"42331307+arsh479@users.noreply.github.com"
] | 42331307+arsh479@users.noreply.github.com |
e23f694b5deda2ea5fdeb2f430994a597e35e893 | 7f1b383cbbfd9c64d594d5d10b1fb1005aa73fad | /hexapodo_fsm/src/fsm_smach.py | 5737c34ed4a0c8c80c8b752c3121fa18b8effa14 | [] | no_license | grafoteka/hexapodo_common | 4c26ff2dea2d45aeac877251a1d971372f5e89fc | c2e7edebd8d8eb85426ef7816454ed44240f5258 | refs/heads/master | 2021-09-14T07:17:26.712068 | 2018-05-09T13:36:55 | 2018-05-09T13:36:55 | 112,303,203 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,804 | py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import rospy
import smach
import smach_ros
from std_msgs.msg import Empty
from smach import CBState
counter = 0
### -- STAND UP -- ###
@smach.cb_interface(input_keys=[], output_keys=[], outcomes=['finished','failed'])
def stand_up_cb( user_data):
rospy.loginfo('Stand Up')
#takeoff_topic = rospy.Publisher('/drone/takeoff', Empty, queue_size=1)
rospy.sleep(1)
#msg = Empty()
#result = takeoff_topic.publish(msg)
#if result == None:
return 'finished'
#else:
#return 'failed'
### -- STOP -- ###
@smach.cb_interface(input_keys=[], output_keys=[], outcomes=['finished_1', 'finished_2', 'finished_3','failed'])
def stop_cb( user_data):
rospy.loginfo('Stop')
#takeoff_topic = rospy.Publisher('/drone/takeoff', Empty, queue_size=1)
rospy.sleep(1)
#msg = Empty()
#result = takeoff_topic.publish(msg)
#self.counter = 0
global counter
if counter == 0:
counter += 1
return 'finished_1'
elif counter == 1:
counter += 1
return 'finished_2'
elif counter == 2:
counter = 0
return 'finished_3'
else:
return 'failed'
### -- ALTERN TRIPOD -- ###
@smach.cb_interface(input_keys=[], output_keys=[], outcomes=['finished','failed'])
def altern_tripod_cb( user_data):
rospy.loginfo('Altern tripod')
#takeoff_topic = rospy.Publisher('/drone/takeoff', Empty, queue_size=1)
rospy.sleep(1)
#msg = Empty()
#result = takeoff_topic.publish(msg)
#if result == None:
return 'finished'
#else:
#return 'failed'
### -- TETRAPOD -- ###
@smach.cb_interface(input_keys=[], output_keys=[], outcomes=['finished','failed'])
def tetrapod_cb( user_data):
rospy.loginfo('Tetrapod')
#takeoff_topic = rospy.Publisher('/drone/takeoff', Empty, queue_size=1)
rospy.sleep(1)
#msg = Empty()
#result = takeoff_topic.publish(msg)
#if result == None:
return 'finished'
#else:
#return 'failed'
### -- STAIR CLIMB -- ###
@smach.cb_interface(input_keys=[], output_keys=[], outcomes=['finished','failed'])
def stair_climb_cb( user_data):
rospy.loginfo('Stair Climb')
#takeoff_topic = rospy.Publisher('/drone/takeoff', Empty, queue_size=1)
rospy.sleep(1)
#msg = Empty()
#result = takeoff_topic.publish(msg)
#if result == None:
counter = 0
return 'finished'
#else:
#return 'failed'
if __name__ == '__main__':
rospy.init_node('drone_state_machine')
# Create a SMACH state machine
sm = smach.StateMachine(outcomes=['outcome'])
# Open the container
with sm:
# Stand UP state
smach.StateMachine.add('STAND_UP', CBState(stand_up_cb),
{'finished': 'STOP', 'failed':'outcome'})
# Stop state
smach.StateMachine.add('STOP', CBState(stop_cb),
{'finished_1': 'ALTERN_TRIPOD', 'finished_2': 'TETRAPOD', 'finished_3': 'STAIR_CLIMB','failed':'outcome'})
# Altern tripod state
smach.StateMachine.add('ALTERN_TRIPOD', CBState(altern_tripod_cb),
{'finished': 'STOP', 'failed':'outcome'})
# Tetrapod state
smach.StateMachine.add('TETRAPOD', CBState(tetrapod_cb),
{'finished': 'STOP', 'failed':'outcome'})
# Stair Climb state
smach.StateMachine.add('STAIR_CLIMB', CBState(stair_climb_cb),
{'finished': 'STOP', 'failed':'outcome'})
# Create and start the introspection server
sis = smach_ros.IntrospectionServer('server_name', sm, '/SM_ROOT')
sis.start()
# Execute SMACH plan
outcome = sm.execute()
# Wait for ctrl-c to stop the application
rospy.spin()
sis.stop()
| [
"jorge.dlr.88@gmail.com"
] | jorge.dlr.88@gmail.com |
5683ce89a799a64ecfc8c649fbfd2d1c724379a2 | b0366d7c8e80eefc74b67c4241fcd80ab9c48560 | /travel/settings.py | 812444410a1162f5cc99e102469cb72a5dba957f | [] | no_license | Ubertin0/travel | e063fbc7924b91525bcd897312471431b7b5117d | 789d45fb55dfc60147f6c2ea3bb9315b85ddba9b | refs/heads/master | 2023-04-06T04:19:06.668590 | 2021-04-20T03:01:22 | 2021-04-20T03:01:22 | 359,321,430 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,267 | py | """
Django settings for travel project.
Generated by 'django-admin startproject' using Django 3.2.
For more information on this file, see
https://docs.djangoproject.com/en/3.2/topics/settings/
For the full list of settings and their values, see
https://docs.djangoproject.com/en/3.2/ref/settings/
"""
from pathlib import Path
# Build paths inside the project like this: BASE_DIR / 'subdir'.
BASE_DIR = Path(__file__).resolve().parent.parent
# Quick-start development settings - unsuitable for production
# See https://docs.djangoproject.com/en/3.2/howto/deployment/checklist/
# SECURITY WARNING: keep the secret key used in production secret!
SECRET_KEY = 'django-insecure-me&*v7_6sb3$(meub$sak1dnn)%fp-y0d@q4l+q)+&==8$gug^'
# SECURITY WARNING: don't run with debug turned on in production!
DEBUG = True
ALLOWED_HOSTS = []
# Application definition
INSTALLED_APPS = [
'django.contrib.admin',
'django.contrib.auth',
'django.contrib.contenttypes',
'django.contrib.sessions',
'django.contrib.messages',
'django.contrib.staticfiles',
]
MIDDLEWARE = [
'django.middleware.security.SecurityMiddleware',
'django.contrib.sessions.middleware.SessionMiddleware',
'django.middleware.common.CommonMiddleware',
'django.middleware.csrf.CsrfViewMiddleware',
'django.contrib.auth.middleware.AuthenticationMiddleware',
'django.contrib.messages.middleware.MessageMiddleware',
'django.middleware.clickjacking.XFrameOptionsMiddleware',
]
ROOT_URLCONF = 'travel.urls'
TEMPLATES = [
{
'BACKEND': 'django.template.backends.django.DjangoTemplates',
'DIRS': [BASE_DIR.joinpath('templates')],
'APP_DIRS': True,
'OPTIONS': {
'context_processors': [
'django.template.context_processors.debug',
'django.template.context_processors.request',
'django.contrib.auth.context_processors.auth',
'django.contrib.messages.context_processors.messages',
],
},
},
]
WSGI_APPLICATION = 'travel.wsgi.application'
# Database
# https://docs.djangoproject.com/en/3.2/ref/settings/#databases
DATABASES = {
'default': {
'ENGINE': 'django.db.backends.sqlite3',
'NAME': BASE_DIR / 'db.sqlite3',
}
}
# Password validation
# https://docs.djangoproject.com/en/3.2/ref/settings/#auth-password-validators
AUTH_PASSWORD_VALIDATORS = [
{
'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
},
]
# Internationalization
# https://docs.djangoproject.com/en/3.2/topics/i18n/
LANGUAGE_CODE = 'en-us'
TIME_ZONE = 'UTC'
USE_I18N = True
USE_L10N = True
USE_TZ = True
# Static files (CSS, JavaScript, Images)
# https://docs.djangoproject.com/en/3.2/howto/static-files/
STATIC_URL = '/static/'
# Default primary key field type
# https://docs.djangoproject.com/en/3.2/ref/settings/#default-auto-field
DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
| [
"74132993+Ubertin0@users.noreply.github.com"
] | 74132993+Ubertin0@users.noreply.github.com |
eb9026c41f23036df4b3df50632e8cf5a4660904 | 185e28b3c4f27e8ff3698441df63343546abe832 | /tests/test_amazon_scrapper.py | 1c0fcb44807a21fc2a7beeb5f17af3190b99a5ba | [
"Apache-2.0"
] | permissive | cjoshmartin/product-details | bbf44f44579e3539155c3d8ad89123b5a4e1ce26 | 28daed2e4aaa20e0e570402be6d94d6bcfca374f | refs/heads/main | 2023-03-24T16:11:39.553028 | 2021-03-10T21:04:35 | 2021-03-10T21:04:35 | 346,106,202 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 4,303 | py | import os
from playwright.sync_api import sync_playwright
from main.amazon import get_meta_data
def test_work_on_book_link():
expected = {
'title': 'Living with Pattern: Color, Texture, and Print at Home (CLARKSON POTTER)',
'description': 'Description\nProduct Description\nA design book filled with beautiful photography and clear ideas for how to use pattern to decorate your home.\xa0If you focus on pattern, from texture and color to furniture and textiles, everything else will fall into place. \n\xa0 \nPattern is the strongest element in any room. In Living with Pattern, Rebecca Atwood demystifies how to use that element, a design concept that often confounds and confuses, demonstrating how to seamlessly mix and layer prints throughout a house. She covers pattern usage you probably already have, such as on your duvet cover or in the living room rug, and she also reveals the unexpected places you might not have thought to add it: bathroom tiles, an arrangement of book spines in a reading nook, or windowpane gridding in your entryway. This stunning book showcases distinct uses of pattern in homes all over the country to inspire you to realize that an injection of pattern can enliven any space, helping to make it uniquely yours.\nAbout the Author\nRebecca Atwood received her BFA in painting from Rhode Island School of Design before beginning her career designing and consulting for major retailers. Today, she is a textile designer and an artist who blends traditional techniques with hand painting. Her interest in pattern is deeply rooted in her childhood on Cape Cod and her everyday observations of life in Brooklyn, where she lives with her husband.\n',
'is_currently_unavailable': False,
'price': 18.99,
'image': 'https://images-na.ssl-images-amazon.com/images/I/61n7-mARLML._AC_SY400_.jpg'
}
link = f'file://{os.path.dirname(__file__)}/files_for_testing/amazon/living_with_pattern.html'
with sync_playwright() as p:
iphone_11 = p.devices['iPhone 11 Pro']
browser = p.webkit.launch()
context = browser.new_context(**iphone_11)
page = context.new_page()
actual = get_meta_data(page, link)
browser.close()
assert expected.get('title') == actual.get('title')
assert expected.get('description') == actual.get('description')
assert expected.get('is_currently_unavailable') == actual.get('is_currently_unavailable')
assert expected.get('price') == actual.get('price')
assert expected.get('image') == actual.get('image')
def test_works_on_item_link():
expected = {
'title': 'Learn to Solder Kit: Jitterbug',
'description': 'Description\nLearn to Solder Kit: Jitterbug\n',
'is_currently_unavailable': False,
'price': 13.99,
'image': 'https://images-na.ssl-images-amazon.com/images/I/41O2ZK4bq4L._AC_SY1000_.jpg'
}
link = f'file://{os.path.dirname(__file__)}/files_for_testing/amazon/learn_to_solder_bug.html'
with sync_playwright() as p:
iphone_11 = p.devices['iPhone 11 Pro']
browser = p.webkit.launch()
context = browser.new_context(**iphone_11)
page = context.new_page()
actual = get_meta_data(page, link)
browser.close()
assert expected.get('title') == actual.get('title')
assert expected.get('description') == actual.get('description')
assert expected.get('is_currently_unavailable') == actual.get('is_currently_unavailable')
assert expected.get('price') == actual.get('price')
assert expected.get('image') == actual.get('image')
def test_works_on_unavailable():
expected = {
'is_currently_unavailable': True,
'price': -1,
}
link = f'file://{os.path.dirname(__file__)}/files_for_testing/amazon/unavailable_item.html'
with sync_playwright() as p:
iphone_11 = p.devices['iPhone 11 Pro']
browser = p.webkit.launch()
context = browser.new_context(**iphone_11)
page = context.new_page()
actual = get_meta_data(page, link)
browser.close()
assert expected.get('is_currently_unavailable') == actual.get('is_currently_unavailable')
assert expected.get('price') == actual.get('price')
| [
"joshmartin@mirusresearch.com"
] | joshmartin@mirusresearch.com |
9a24299854d18bdf5acbd798a36d3a8c59c91c20 | 8ef8e6818c977c26d937d09b46be0d748022ea09 | /cv/super_resolution/ttvsr/pytorch/mmedit/datasets/pipelines/__init__.py | c13aa348d3e6cc61b5ca58e39f9d48692875f339 | [
"MIT",
"Apache-2.0"
] | permissive | Deep-Spark/DeepSparkHub | eb5996607e63ccd2c706789f64b3cc0070e7f8ef | 9d643e88946fc4a24f2d4d073c08b05ea693f4c5 | refs/heads/master | 2023-09-01T11:26:49.648759 | 2023-08-25T01:50:18 | 2023-08-25T01:50:18 | 534,133,249 | 7 | 6 | Apache-2.0 | 2023-03-28T02:54:59 | 2022-09-08T09:07:01 | Python | UTF-8 | Python | false | false | 2,111 | py | from .augmentation import (BinarizeImage, Flip, GenerateFrameIndices,
GenerateFrameIndiceswithPadding,
GenerateSegmentIndices, MirrorSequence, Pad,
RandomAffine, RandomJitter, RandomMaskDilation,
RandomTransposeHW, Resize, TemporalReverse)
from .compose import Compose
from .crop import (Crop, CropAroundCenter, CropAroundFg, CropAroundUnknown,
CropLike, FixedCrop, ModCrop, PairedRandomCrop)
from .formating import (Collect, FormatTrimap, GetMaskedImage, ImageToTensor,
ToTensor)
from .generate_assistant import GenerateCoordinateAndCell, GenerateHeatmap
from .loading import (GetSpatialDiscountMask, LoadImageFromFile,
LoadImageFromFileList, LoadMask, LoadPairedImageFromFile,
RandomLoadResizeBg)
from .matting_aug import (CompositeFg, GenerateSeg, GenerateSoftSeg,
GenerateTrimap, GenerateTrimapWithDistTransform,
MergeFgAndBg, PerturbBg, TransformTrimap)
from .normalization import Normalize, RescaleToZeroOne
from .random_down_sampling import RandomDownSampling
__all__ = [
'Collect', 'FormatTrimap', 'LoadImageFromFile', 'LoadMask',
'RandomLoadResizeBg', 'Compose', 'ImageToTensor', 'ToTensor',
'GetMaskedImage', 'BinarizeImage', 'Flip', 'Pad', 'RandomAffine',
'RandomJitter', 'RandomMaskDilation', 'RandomTransposeHW', 'Resize',
'Crop', 'CropAroundCenter', 'CropAroundUnknown', 'ModCrop',
'PairedRandomCrop', 'Normalize', 'RescaleToZeroOne', 'GenerateTrimap',
'MergeFgAndBg', 'CompositeFg', 'TemporalReverse', 'LoadImageFromFileList',
'GenerateFrameIndices', 'GenerateFrameIndiceswithPadding', 'FixedCrop',
'LoadPairedImageFromFile', 'GenerateSoftSeg', 'GenerateSeg', 'PerturbBg',
'CropAroundFg', 'GetSpatialDiscountMask', 'RandomDownSampling',
'GenerateTrimapWithDistTransform', 'TransformTrimap',
'GenerateCoordinateAndCell', 'GenerateSegmentIndices', 'MirrorSequence',
'CropLike', 'GenerateHeatmap'
]
| [
"jia.guo@iluvatar.ai"
] | jia.guo@iluvatar.ai |
008fa2f78afcc63c16e1453b55eee4712bb8e1d3 | 8faea55615314b2c54960d96f819a3153a3d0a89 | /clacc_chef_d_agence.py | aa02960c9eb2d020be3e5621eb4b3375f16e6d62 | [] | no_license | Haouaou/Groupe_11 | ad22118d4b7a2a707ab78f79ed232e6e13289568 | 0c0b499506d0d302fe00fbe2ab7dd40670e06e4f | refs/heads/master | 2020-09-03T16:35:35.233094 | 2019-11-11T20:55:29 | 2019-11-11T20:55:29 | 219,510,138 | 18 | 5 | null | null | null | null | UTF-8 | Python | false | false | 716 | py | # -*- coding: utf-8 -*-
# ADOUM ABBAKAKA ABDRAMAN 17B523FS
#CHEF D'AGENCE
class Compte_agence:
#CONSTRUCTEUR
def __init__(self,solde):
self.solde=solde
#LES FONCTIN GET ET SET
def get_solde(self):
self.solde
def set_solde(self,solde):
self.solde
#FONCTION DEPOT
def depot (self,d):
self.solde+=d
print("compte d'agence est crédité de ",d," §")
#FONCTION COMMAND
def command(self,r):
self.solde-=r
print("le chef d'agence a fait un achat de ",r," §")
c=Compte_agence(2000)
c.command(100)
c.depot(100)
print("solde restant de l'agence est de ",c.solde," §")
| [
"noreply@github.com"
] | Haouaou.noreply@github.com |
0d9c0f7e2b1e262d68d53368357688a13c75d4ab | 5da3747bffd644e8ad9ecfa6d1dbd493406b4828 | /questions_from_binary_search/square_root.py | 63e24965ca195807d94ab2ce3d60380dc7085299 | [] | no_license | niru23/algorithms | e3e1aa3fca19cd1785d51bfbb5e26d91896fc59c | 61fdbbd5398efc2691b34c39a67fc14ad9facaa9 | refs/heads/master | 2020-05-21T06:59:18.792271 | 2018-04-11T18:47:10 | 2018-04-11T18:47:10 | 57,152,655 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 810 | py | #!/usr/bin/python
import unittest
'''
square root of a number using binary search
If the target number does not exist in the array, return -1.
'''
def square_root(num):
# write your code here
start =1
end =(num/2)+1
while start <= end:
central = (start+end)//2
if central**2 ==num:
return central
elif central**2 > num:
end =central-1
else :
start= central+1
return end
class Test(unittest.TestCase):
data =[(3,1),(4,2),(5,2),(10,3)]
def test_square_root(self):
for test_data,expected in self.data:
actual =square_root(test_data)
self.assertEqual(actual,expected)
if __name__=="__main__":
unittest.main()
| [
"niru@oath.com"
] | niru@oath.com |
d5e2d1494be88c39a5abe4e8797571a796b53c60 | deb44ebeda63210a2f33eff8d7449381a73d32b6 | /coreapp/getrec_api/migrations/0005_auto_20210809_1404.py | 0729e136f2da30e31b26290296b3f5d848145737 | [] | no_license | hayjay/getrec_app | a0a44c257a17d00612f23bebb1b1273ddc362dd1 | c947c5e7068f10deb255dcd365e0d1c2b344432f | refs/heads/main | 2023-07-06T18:29:13.377598 | 2021-08-09T15:18:23 | 2021-08-09T15:18:23 | 394,339,254 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 639 | py | # Generated by Django 3.2.6 on 2021-08-09 14:04
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('getrec_api', '0004_auto_20210809_1135'),
]
operations = [
migrations.AlterField(
model_name='travelhistory',
name='swipe_in_at',
field=models.CharField(blank=True, default=None, max_length=5, null=True),
),
migrations.AlterField(
model_name='travelhistory',
name='swipe_out_at',
field=models.CharField(blank=True, default=None, max_length=5, null=True),
),
]
| [
"ydeveloper15@gmail.com"
] | ydeveloper15@gmail.com |
26130706f87e5a118dc66d2a02de049ab432949c | 5878d1482e9780a2d4cdcaf6ec5a624fa62b0283 | /cars/urls.py | 330b556f8d24123d0479fba1b76cd0118021ed6e | [] | no_license | solar1um/caarsssss | 2d5c3f466d681739a26d69f8caba0773b9e3bf06 | e7d826f8984fa90832c099ce1b4d5efb74578c5e | refs/heads/main | 2023-07-13T03:44:07.805703 | 2021-08-19T13:15:11 | 2021-08-19T13:15:11 | 398,232,307 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 683 | py | from django.conf import settings
from django.conf.urls.static import static
from django.contrib.auth import login
from django.urls import path
from .views import main_page, create_ad, all_cars, car_detail, user_cars, car_update, car_delete, search
urlpatterns = [
path('search/', search, name='search'),
path('car-delete/<int:pk>/', car_delete, name='car_delete'),
path('car-update/<int:pk>/', car_update, name='car_update'),
path('my-cars/', user_cars, name='user_cars'),
path('car/<int:pk>/', car_detail, name='car_detail'),
path('cars', all_cars, name='cars'),
path('create', create_ad, name='create_ad'),
path('', main_page, name='main_page'),
]
| [
"mitya.klimenko123@gmail.com"
] | mitya.klimenko123@gmail.com |
8e65716b0cc227c4c89ede8b6c923275b2b53e3a | 8012c2070577fd60d637d49e7863956cba6b9df9 | /FlaskApp/src/db_config.py | 97e43a84dab7ed22bb8146c7e6b530c1eeea3468 | [
"MIT"
] | permissive | luanrafael/pygame-site | 9667678e81e960e2cd3aa704ab4fe6d60b238c1b | 9ffc4c2dce06731587c9c266df37785e44b5ee10 | refs/heads/master | 2021-01-24T21:26:37.154166 | 2014-12-23T22:59:05 | 2014-12-23T22:59:05 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 84 | py | # coding: utf-8
# This file includes functions to init and configure the database
| [
"satriani-16@hotmail.com"
] | satriani-16@hotmail.com |
2ce0493d54e9a48fe0d474e508f638583259cd3c | fa4e5513fc069f0b7aeed1d86b78081c05253822 | /jophiel/spiders/scrapy/contrib/memdebug.py | d4b1570b0a210936e70355383db0849da8d99b32 | [] | no_license | dreamfrog/jophiel | b0f00c62a8061030cd4a5a075cc8faf9686d44b8 | 1c51a16eca7201c0dec9bb94acd25f5a4038a862 | refs/heads/master | 2021-01-01T05:47:43.157268 | 2013-09-23T12:15:18 | 2013-09-23T12:15:18 | 3,557,963 | 0 | 1 | null | 2023-03-20T11:56:29 | 2012-02-27T06:31:50 | Python | UTF-8 | Python | false | false | 1,568 | py | """
MemoryDebugger extension
See documentation in docs/topics/extensions.rst
"""
import gc
from scrapy.xlib.pydispatch import dispatcher
from scrapy import signals
from scrapy.exceptions import NotConfigured
from scrapy.stats import stats
from scrapy.utils.trackref import live_refs
from scrapy.middleware import BaseMiddleware
from scrapy.meta import BooleanField
class MemoryDebugger(BaseMiddleware):
memdebug_enable = BooleanField(default=False)
track_refs = BooleanField(default=False)
def __init__(self, settings):
super(MemoryDebugger, self).__init__(settings)
try:
import libxml2
self.libxml2 = libxml2
except ImportError:
self.libxml2 = None
if not self.memdebug_enable.to_value():
raise NotConfigured
dispatcher.connect(self.engine_started, signals.engine_started)
dispatcher.connect(self.engine_stopped, signals.engine_stopped)
def engine_started(self):
if self.libxml2:
self.libxml2.debugMemory(1)
def engine_stopped(self):
if self.libxml2:
self.libxml2.cleanupParser()
stats.set_value('memdebug/libxml2_leaked_bytes', self.libxml2.debugMemory(1))
gc.collect()
stats.set_value('memdebug/gc_garbage_count', len(gc.garbage))
if self.track_refs.to_value():
for cls, wdict in live_refs.iteritems():
if not wdict:
continue
stats.set_value('memdebug/live_refs/%s' % cls.__name__, len(wdict))
| [
"liuzz1983@gmail.com"
] | liuzz1983@gmail.com |
1faba284c397fabd1c9f806256887e9f2ac33323 | adf055f9fe186abb19d209b988a9237f28033187 | /data.py | 93da7fdefa2cf1af4dabe97e66521ddc23b0262a | [
"MIT"
] | permissive | cogito233/text-autoaugment | b7f20d3241544638a5f4dee44d574bf193663690 | cae3cfddaba9da01cf291f975e5cf4f734634b51 | refs/heads/main | 2023-07-23T12:26:34.500558 | 2021-09-03T02:28:52 | 2021-09-03T02:28:52 | 404,330,490 | 1 | 0 | MIT | 2021-09-08T12:00:04 | 2021-09-08T12:00:03 | null | UTF-8 | Python | false | false | 5,552 | py | import sys
import logging
import os
import random
import torch
from torch.utils.data import SubsetRandomSampler, Sampler, Subset, ConcatDataset
import transforms as text_transforms
from sklearn.model_selection import StratifiedShuffleSplit, KFold
from theconf import Config as C
import numpy as np
from datasets import get_dataset
from augmentation import get_augment, apply_augment, random_augment
from common import get_logger
import pandas as pd
from utils.raw_data_utils import get_processor, subsample_by_classes
from transformers import BertTokenizer, BertTokenizerFast
from text_networks import num_class
import math
import copy
from archive import policy_map
import multiprocessing
from functools import partial
import time
from utils.get_data import download_data
from utils.metrics import n_dist
logger = get_logger('Text AutoAugment')
logger.setLevel(logging.INFO)
def get_datasets(dataset, dataroot, policy_opt):
# do data augmentation
transform_train = text_transforms.Compose([])
aug = C.get()['aug']
logger.info('aug: {}'.format(aug))
if isinstance(aug, list) or aug in ['taa', 'random_taa']: # using sampled policies
transform_train.transforms.insert(0, Augmentation(aug))
elif aug in list(policy_map.keys()): # use pre-searched policy
transform_train.transforms.insert(0, Augmentation(policy_map[aug]))
# load dataset
tokenizer = BertTokenizerFast.from_pretrained('bert-base-uncased')
download_data(dataset)
processor = get_processor(dataset)
class_num = num_class(C.get()['dataset'])
all_train_examples = processor.get_train_examples(dataroot)
if C.get()['train']['npc'] == C.get()['valid']['npc'] == C.get()['test']['npc'] == -1:
assert policy_opt is False
all_train_examples_num = len(all_train_examples)
train_examples, valid_examples = processor.split(all_train_examples, int(0.2 * all_train_examples_num),
int(0.8 * all_train_examples_num))
else:
train_examples, _ = processor.split(all_train_examples, class_num * C.get()['valid']['npc'],
class_num * C.get()['train']['npc'])
train_examples = subsample_by_classes(train_examples, processor.get_labels(), 'train')
all_train_examples = list(set(all_train_examples) - set(train_examples))
valid_examples, test_examples = processor.split(all_train_examples, class_num * C.get()['test']['npc'],
class_num * C.get()['valid']['npc'])
if not policy_opt:
test_examples = processor.get_test_examples(dataroot)
train_dataset = get_dataset(dataset, train_examples, tokenizer, text_transform=transform_train)
val_dataset = get_dataset(dataset, valid_examples, tokenizer, text_transform=None)
test_dataset = get_dataset(dataset, test_examples, tokenizer, text_transform=None)
logger.info('len(trainset) = %d; len(validset) = %d; len(testset) = %d' %
(len(train_dataset), len(val_dataset), len(test_dataset)))
return train_dataset, val_dataset, test_dataset
class Augmentation(object):
def __init__(self, policy):
self.policy = policy
def __call__(self, texts, labels):
texts = np.array(texts)
labels = np.array(labels)
if C.get()['ir'] < 1 and C.get()['method'] != 'bt':
# rebalanced data
ir_index = np.where(labels == 0)
texts = np.append(texts, texts[ir_index].repeat(int(1 / C.get()['ir']) - 1))
labels = np.append(labels, labels[ir_index].repeat(int(1 / C.get()['ir']) - 1))
# generate multiple augmented data if necessary
labels = labels.repeat(C.get()['n']['aug'])
if C.get()['method'] == 'taa' or C.get()['method'] == 'random_taa':
texts = texts.repeat(C.get()['n']['aug'])
partial_apply_augment = partial(apply_augment, policy=self.policy, config=copy.deepcopy(C.get().conf))
with multiprocessing.Pool(processes=8) as pool:
aug_texts = pool.map(partial_apply_augment, texts)
n_dist_value = n_dist(aug_texts, 2) # ngram=2
labels = [int(i) for i in list(labels)]
return aug_texts, labels, n_dist_value
class SubsetSampler(Sampler):
r"""Samples elements from a given list of indices, without replacement.
Arguments:
indices (sequence): a sequence of indices
"""
def __init__(self, indices):
self.indices = indices
def __iter__(self):
return (i for i in self.indices)
def __len__(self):
return len(self.indices)
if __name__ == '__main__':
from theconf import Config as C, ConfigArgumentParser
parser = ConfigArgumentParser(conflict_handler='resolve')
parser.add_argument('--dataroot', type=str, default='/data/private/pretrainedmodels',
help='torchvision data folder')
parser.add_argument('--until', type=int, default=5)
parser.add_argument('--num-op', type=int, default=2)
parser.add_argument('--num-policy', type=int, default=5)
parser.add_argument('--num-search', type=int, default=200)
parser.add_argument('--cv-ratio', type=float, default=0.4)
parser.add_argument('--redis', type=str, default='9.134.78.50:6379')
parser.add_argument('--per-class', action='store_true')
parser.add_argument('--resume', action='store_true')
parser.add_argument('--smoke-test', action='store_true')
args = parser.parse_args()
| [
"739584819@qq.com"
] | 739584819@qq.com |
0a7a4aec6a22b47851a2d67481c6537d5d376235 | ee5f670c7dab2a58f82f54a826cabe4126843c38 | /10039.py | 179569638c73670f8d28a2e56b9256653f9eed30 | [] | no_license | nayunhwan/ACM-ICPC-training | 4b6ec43f7df847c760cc577ee69b936d82b7fd80 | 9181742d63cadcda9ed0696bc06b969af2509003 | refs/heads/master | 2023-04-08T12:37:53.844596 | 2021-04-05T15:37:58 | 2021-04-05T15:37:58 | 34,496,511 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 140 | py | #coidng: utf-8
result = 0
for i in range(5):
num = int(input())
if(num < 40):
result += 40
else:
result += num
print(int(result/5))
| [
"kbk9288@gmail.com"
] | kbk9288@gmail.com |
dcb88fcac088e2f235e2bfafaf887c4e4e052c50 | d420b5780e26071caa34de8bc0cfcaf431ae4dcd | /articles/pd/gencsv.py | 4de6bf7a26c26b4e6f1566f0ad547fe8d673eb83 | [
"MIT"
] | permissive | parrt/stratx | 2a09fdacd6b7a0f9b065feada1ecdfdfa0f0b513 | 97741afcead00c83dbe7fce37a42c4a4d4890a1c | refs/heads/master | 2022-04-30T13:57:50.037114 | 2022-04-24T16:55:58 | 2022-04-24T16:55:58 | 185,261,236 | 61 | 14 | MIT | 2019-10-21T21:14:14 | 2019-05-06T19:46:39 | Jupyter Notebook | UTF-8 | Python | false | false | 630 | py | # Code to gen .csv files for use with R
from articles.pd.support import *
X, y = load_bulldozer(n=10_000)
df = pd.concat([X, y], axis=1)
df.to_csv("bulldozer10k.csv", index=False)
X, y = load_bulldozer(n=20_000)
df = pd.concat([X, y], axis=1)
df.to_csv("bulldozer20k.csv", index=False)
X, y = load_rent(n=10_000)
df = pd.concat([X, y], axis=1)
df.to_csv("rent10k.csv", index=False)
df = toy_weather_data()
df.sort_values('state').to_csv("weather.csv", index=False)
X, y, df, eqn = toy_weight_data(2000)
df.to_csv("weight.csv", index=False)
df = synthetic_interaction_data(n=2000)
df.to_csv("interaction.csv", index=False)
| [
"parrt@cs.usfca.edu"
] | parrt@cs.usfca.edu |
8ebd725ae76370b7b0bf9bffa31bab21e7446f39 | a2e638cd0c124254e67963bda62c21351881ee75 | /Extensions/AMWIDealTaker/FPythonCode/FClearingBusinessProcessAdaptation.py | 15a7a2b48961c3ed020da2732bd32996beaf139c | [] | no_license | webclinic017/fa-absa-py3 | 1ffa98f2bd72d541166fdaac421d3c84147a4e01 | 5e7cc7de3495145501ca53deb9efee2233ab7e1c | refs/heads/main | 2023-04-19T10:41:21.273030 | 2021-05-10T08:50:05 | 2021-05-10T08:50:05 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 1,905 | py | """------------------------------------------------------------------------
MODULE
FClearingBusinessProcessAdaptation -
DESCRIPTION:
The additionalInfos that need to be set/ trade attributes that need to be set while the business process is associated to a trade can be achieved here.
Please refer to documentation for further details
VERSION: 1.0.30
--------------------------------------------------------------------------"""
def getResultingClearingStatus(acmTrade):
"""the key of this dictionary is trade status and value is
corresponding clearing status that needs to be set for that Trade Status
The user can use the trade object sent into this function for conditional check
and deciding on the instrument type associated to the trade can return dictionary
for setting trade status
"""
tradeNClearingStatus = {'BO Confirmed': 'Agreed'}
return tradeNClearingStatus
def getClearingProcessDictionary():
"""This values in this dictionary for each workflow mentioned if match found, will be used to set the values on trade"""
#The attributes that are supported are: cHouse, acquirer, repository, cBroker, middleware
#The significance of each attribute is as follows:
#cHouse: The Clearing House to which trade would be reported for clearing purposes
#acquirer: The acquirer of this trade (could be specific on the basis of the Business Process being associated on the trade)
#repository: The repository for the trade
#cBroker: The clearing broker for the trade
#middleware: The middleware for the deal
clDict = {
'LCH.Clearnet': {'cHouse':'LCH.Clearnet','acquirer':'Credit Desk', 'middleware':'MarkitWire', 'repository':'DTCC Copper'},
'Bilateral': {'acquirer':'Swap Desk', 'cHouse':'Clearstream', 'cBroker': 'BrokerD'}
}
return clDict
| [
"81222178+nenchoabsa@users.noreply.github.com"
] | 81222178+nenchoabsa@users.noreply.github.com |
30d9b29184f7186d667901a02ae029dcb3cd192b | 08a4030ed3724f6d28141923fb94d76f9b4be9e4 | /sparcur/backends.py | 63fa277dfc250d642cea64f53a9e7569ac7c0a98 | [
"MIT"
] | permissive | ankap2/sparc-curation | 366f68dc2e76b9734e94603c830e236656752b7e | bf383d8babc15f41a291710393ce6e056f3d1eff | refs/heads/master | 2020-08-11T08:33:29.302380 | 2019-10-11T17:53:56 | 2019-10-11T17:53:56 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 27,412 | py | import os
from pathlib import PurePosixPath, PurePath
from datetime import datetime
import requests
from pyontutils.utils import Async, deferred
from sparcur import exceptions as exc
from sparcur.utils import log
from sparcur.core import BlackfynnId, DoiId
from sparcur.paths import RemotePath, LocalPath, Path, BlackfynnCache
from augpathlib import StatResult, PathMeta
from augpathlib.remotes import RemotePath, RemoteFactory
from sparcur.blackfynn_api import BFLocal, FakeBFLocal # FIXME there should be a better way ...
from blackfynn import Collection, DataPackage, Organization, File
from blackfynn import Dataset
from blackfynn.models import BaseNode
from ast import literal_eval
class BlackfynnRemote(RemotePath):
uri_human = BlackfynnCache.uri_human
uri_api = BlackfynnCache.uri_api
_api_class = BFLocal
_async_rate = None
@property
def errors(self):
yield from self._errors
if self.remote_in_error:
yield 'remote-error'
@property
def remote_in_error(self):
return self.state == 'ERROR'
@property
def state(self):
if not self.is_dir():
return self.bfobject.state
@staticmethod
def get_file(package, file_id):
files = package.files
if len(files) > 1:
log.critical(f'MORE THAN ONE FILE IN PACKAGE {package.id}')
for file in files:
if file.id == file_id:
return file
else:
raise FileNotFoundError(f'{package} has no file with id {file_id} but has:\n{files}')
@classmethod
def get_file_url(cls, id, file_id):
if file_id is not None:
return cls._api.get_file_url(id, file_id)
@classmethod
def get_file_by_id(cls, id, file_id):
url = cls.get_file_url(id, file_id)
yield from cls.get_file_by_url(url)
@classmethod
def get_file_by_url(cls, url):
""" NOTE THAT THE FIRST YIELD IS HEADERS """
resp = requests.get(url, stream=True)
headers = resp.headers
yield headers
log.debug(f'reading from {url}')
for chunk in resp.iter_content(chunk_size=4096): # FIXME align chunksizes between local and remote
if chunk:
yield chunk
def __init__(self, id_bfo_or_bfr, *, file_id=None, cache=None):
self._seed = id_bfo_or_bfr
self._file_id = file_id
if not [type_ for type_ in (self.__class__,
BaseNode,
str,
PathMeta)
if isinstance(self._seed, type_)]:
raise TypeError(self._seed)
if cache is not None:
self._cache_setter(cache, update_meta=False)
self._errors = []
@property
def bfobject(self):
if hasattr(self, '_bfobject'):
return self._bfobject
if isinstance(self._seed, self.__class__):
bfobject = self._seed.bfobject
elif isinstance(self._seed, BaseNode):
bfobject = self._seed
elif isinstance(self._seed, str):
bfobject = self._api.get(self._seed)
elif isinstance(self._seed, PathMeta):
bfobject = self._api.get(self._seed.id)
else:
raise TypeError(self._seed)
if hasattr(bfobject, '_json'):
# constructed from a packages query
# which we need in order for things to be fastish
self._bfobject = bfobject
return self._bfobject
if isinstance(bfobject, DataPackage):
def transfer(file, bfobject):
file.parent = bfobject.parent
file.dataset = bfobject.dataset
file.state = bfobject.state
file.package = bfobject
return file
files = bfobject.files
parent = bfobject.parent
if files:
if self._file_id is not None:
for file in files:
if file.id == self._file_id:
bfobject = transfer(file, bfobject)
elif len(files) > 1:
log.critical(f'MORE THAN ONE FILE IN PACKAGE {bfobject.id}')
if (len(set(f.size for f in files)) == 1 and
len(set(f.name for f in files)) == 1):
log.critical('Why are there multiple files with the same name and size here?')
file = files[0]
bfobject = transfer(file, bfobject)
else:
log.critical(f'There are actually multiple files ...\n{files}')
else:
file = files[0]
bfobject = transfer(file, bfobject)
bfobject.parent = parent # sometimes we will just reset a parent to itself
else:
log.warning(f'No files in package {bfobject.id}')
self._bfobject = bfobject
return self._bfobject
def is_anchor(self):
return self.anchor == self
@property
def anchor(self):
""" NOTE: this is a slight depature from the semantics in pathlib
because this returns the path representation NOT the string """
return self.organization
@property
def organization(self):
# organization is the root in this system so
# we do not want to depend on parent to look this up
# nesting organizations is file, but we need to know
# what the 'expected' root is independent of the actual root
# because if you have multiple virtual trees on top of the
# same file system then you need to know the root for
# your current tree assuming that the underlying ids
# can be reused (as in something like dat)
if not hasattr(self.__class__, '_organization'):
self.__class__._organization = self.__class__(self._api.organization)
return self._organization
def is_organization(self):
return isinstance(self.bfobject, Organization)
def is_dataset(self):
return isinstance(self.bfobject, Dataset)
@property
def dataset_id(self):
""" save a network transit if we don't need it """
dataset = self.bfobject.dataset
if isinstance(dataset, str):
return dataset
else:
return dataset.id
@property
def dataset(self):
dataset = self.bfobject.dataset
if isinstance(dataset, str):
dataset = self.organization.get_child_by_id(dataset)
self.bfobject.dataset = dataset.bfobject
else:
dataset = self.__class__(dataset)
return dataset
def get_child_by_id(self, id):
for c in self.children:
if c.id == id:
return c
@property
def from_packages(self):
return hasattr(self.bfobject, '_json')
@property
def stem(self):
name = PurePosixPath(self._name)
return name.stem
#if isinstance(self.bfobject, File) and not self.from_packages:
#return name.stem
#else:
#return name.stem
@property
def suffix(self):
# fixme loads of shoddy logic in here
name = PurePosixPath(self._name)
if isinstance(self.bfobject, File) and not self.from_packages:
return name.suffix
elif isinstance(self.bfobject, Collection):
return ''
elif isinstance(self.bfobject, Dataset):
return ''
elif isinstance(self.bfobject, Organization):
return ''
else:
raise NotImplementedError('should not be needed anymore when using packages')
if hasattr(self.bfobject, 'type'):
type = self.bfobject.type.lower() # FIXME ... can we match s3key?
else:
type = None
if type not in ('unknown', 'unsupported', 'generic', 'genericdata'):
pass
elif hasattr(self.bfobject, 'properties'):
for p in self.bfobject.properties:
if p.key == 'subtype':
type = p.value.replace(' ', '').lower()
break
return ('.' + type) if type is not None else ''
@property
def _name(self):
name = self.bfobject.name
if isinstance(self.bfobject, File) and not self.from_packages:
realname = os.path.basename(self.bfobject.s3_key)
if name != realname: # mega weirdness
if realname.startswith(name):
name = realname
else:
realpath = PurePath(realname)
namepath = PurePath(name)
if namepath.suffixes:
log.critical('sigh {namepath!r} -?-> {realpath!r}')
else:
path = namepath
for suffix in realpath.suffixes:
path = path.with_suffix(suffix)
old_name = name
name = path.as_posix()
log.info(f'name {old_name} -> {name}')
if '/' in name:
bads = ','.join(f'{i}' for i, c in enumerate(name) if c == '/')
self._errors.append(f'slashes {bads}')
log.critical(f'GO AWAY {self}')
name = name.replace('/', '_')
self.bfobject.name = name # AND DON'T BOTHER US AGAIN
return name
@property
def name(self):
if isinstance(self.bfobject, File) and self.from_packages:
return self.bfobject.filename
else:
return self.stem + self.suffix
@property
def id(self):
if isinstance(self._seed, self.__class__):
id = self._seed.bfobject.id
elif isinstance(self._seed, BaseNode):
if isinstance(self._seed, File):
id = self._seed.pkg_id
else:
id = self._seed.id
elif isinstance(self._seed, str):
id = self._seed
elif isinstance(self._seed, PathMeta):
id = self._seed.id
else:
raise TypeError(self._seed)
return BlackfynnId(id)
@property
def doi(self):
blob = self.bfobject.doi
print(blob)
if blob:
return DoiId(blob['doi'])
@property
def size(self):
if isinstance(self.bfobject, File):
return self.bfobject.size
@property
def created(self):
if not isinstance(self.bfobject, Organization):
return self.bfobject.created_at
@property
def updated(self):
if not isinstance(self.bfobject, Organization):
return self.bfobject.updated_at
@property
def file_id(self):
if isinstance(self.bfobject, File):
return self.bfobject.id
@property
def old_id(self):
return None
def exists(self):
try:
bfo = self.bfobject
if not isinstance(bfo, BaseNode):
_cache = bfo.refresh(force=True)
bf = _cache.remote.bfo
return bfo.exists
except exn.NoRemoteFileWithThatIdError as e:
return False
def is_dir(self):
bfo = self.bfobject
return not isinstance(bfo, File) and not isinstance(bfo, DataPackage)
def is_file(self):
bfo = self.bfobject
return (isinstance(bfo, File) or
isinstance(bfo, DataPackage) and
(hasattr(bfo, 'fake_files') and bfo.fake_files
or
not hasattr(bfo, '_json') and
not (not log.warning('going to network for files') and self._has_remote_files())
# massively inefficient but probably shouldn't get here?
))
def _has_remote_files(self):
""" this will fetch """
bfobject = self.bfobject
if not isinstance(bfobject, DataPackage):
return False
files = bfobject.files
if not files:
return False
if len(files) > 1:
log.critical(f'{self} has more than one file! Not switching bfobject!')
return True
file, = files
file.parent = bfobject.parent
file.dataset = bfobject.dataset
file.package = bfobject
self._bfobject = file
return True
@property
def checksum(self): # FIXME using a property is inconsistent with LocalPath
if hasattr(self.bfobject, 'checksum'):
checksum = self.bfobject.checksum
if checksum and '-' not in checksum:
return bytes.fromhex(checksum)
@property
def etag(self):
""" NOTE returns checksum, count since it is an etag"""
# FIXME rename to etag in the event that we get proper checksumming ??
if hasattr(self.bfobject, 'checksum'):
checksum = self.bfobject.checksum
if checksum and '-' in checksum:
log.debug(checksum)
if isinstance(checksum, str):
checksum, strcount = checksum.rsplit('-', 1)
count = int(strcount)
#if checksum[-2] == '-': # these are 34 long, i assume the -1 is a check byte?
#return bytes.fromhex(checksum[:-2])
return bytes.fromhex(checksum), count
@property
def chunksize(self):
if hasattr(self.bfobject, 'chunksize'):
return self.bfobject.chunksize
@property
def owner_id(self):
if not isinstance(self.bfobject, Organization):
# This seems like an oversight ...
return self.bfobject.owner_id
@property
def parent(self):
if isinstance(self.bfobject, Organization):
return None
elif isinstance(self.bfobject, Dataset):
return self.organization
#parent = self.bfobject._api._context
else:
parent = self.bfobject.parent
if parent is None:
parent = self.bfobject.dataset
if False and isinstance(parent, str):
if parent in self.helper_index:
return self.helper_index[parent]
else:
raise TypeError('grrrrrrrrrrrrrrr')
if parent:
parent_cache = self.cache.parent if self.cache is not None else None
return self.__class__(parent, cache=parent_cache)
@property
def children(self):
if isinstance(self.bfobject, File):
return
elif isinstance(self.bfobject, DataPackage):
return # we conflate data packages and files
elif isinstance(self.bfobject, Organization):
for dataset in self.bfobject.datasets:
child = self.__class__(dataset)
self.cache / child # construction will cause registration without needing to assign
assert child.cache
yield child
else:
for bfobject in self.bfobject:
child = self.__class__(bfobject)
self.cache / child # construction will cause registration without needing to assign
assert child.cache
yield child
@property
def rchildren(self):
yield from self._rchildren()
def _rchildren(self, create_cache=True):
if isinstance(self.bfobject, File):
return
elif isinstance(self.bfobject, DataPackage):
return # should we return files inside packages? are they 1:1?
elif any(isinstance(self.bfobject, t) for t in (Organization, Collection)):
for child in self.children:
yield child
yield from child.rchildren
elif isinstance(self.bfobject, Dataset):
for bfobject in self.bfobject.packages:
child = self.__class__(bfobject)
if child.is_dir() or child.is_file():
if child.is_file():
cid = child.id
existing = [c for c in self.cache.local.children
if (c.is_file() and c.cache or c.is_broken_symlink())
and c.cache.id == cid]
if existing:
unmatched = [e for e in existing if child.name != e.name]
if unmatched:
log.debug(f'skipping {child.name} becuase a file with that '
f'id already exists {unmatched}')
continue
if create_cache:
# FIXME I don't think existing detection is working
# correctly here so this get's triggered incorrectly?
self.cache / child # construction will cause registration without needing to assign
assert child.cache is not None
yield child
else:
# probably a package that has files
log.debug(f'skipping {child} becuase it is neither a directory nor a file')
else:
raise exc.UnhandledTypeError # TODO
def children_pull(self, existing_caches=tuple(), only=tuple(), skip=tuple()):
# FIXME this is really a recursive pull for organization level only ...
sname = lambda gen: sorted(gen, key=lambda c: c.name)
def refresh(c):
updated = c.meta.updated
newc = c.refresh()
if newc is None:
return
nupdated = newc.meta.updated
if nupdated != updated:
return newc
existing = sname(existing_caches)
if not self._debug:
skipexisting = {e.id:e for e in
Async(rate=self._async_rate)(deferred(refresh)(e) for e in existing)
if e is not None}
else: # debug ...
skipexisting = {e.id:e for e in
(refresh(e) for e in existing)
if e is not None}
# FIXME
# in theory the remote could change betwee these two loops
# since we currently cannot do a single atomic pull for
# a set of remotes and have them refresh existing files
# in one shot
if not self._debug:
yield from (rc for d in Async(rate=self._async_rate)(
deferred(child.bootstrap)(recursive=True, only=only, skip=skip)
for child in sname(self.children)
#if child.id in skipexisting
# TODO when dataset's have a 'anything in me updated'
# field then we can use that to skip things that haven't
# changed (hello git ...)
) for rc in d)
else: # debug
yield from (rc for d in (
child.bootstrap(recursive=True, only=only, skip=skip)
for child in sname(self.children))
#if child.id in skipexisting
# TODO when dataset's have a 'anything in me updated'
# field then we can use that to skip things that haven't
# changed (hello git ...)
for rc in d)
def isinstance_bf(self, *types):
return [t for t in types if isinstance(self.bfobject, t)]
def refresh(self, update_cache=False, update_data=False,
update_data_on_cache=False, size_limit_mb=2, force=False):
""" use force if you have a file from packages """
try:
old_meta = self.meta
except exc.NoMetadataRetrievedError as e:
log.error(f'{e}\nYou will need to individually refresh {self.local}')
return
except exc.NoRemoteFileWithThatIdError as e:
log.exception(e)
return
if self.is_file() and not force: # this will tigger a fetch
pass
else:
#self._bfo0 = self._bfobject
self._bfobject = self._api.get(self.id)
#self._bfo1 = self._bfobject
self.is_file() # trigger fetching file in the no file_id case
#self._bfo2 = self._bfobject
if update_cache or update_data:
file_is_different = self.update_cache()
update_existing = file_is_different and self.cache.exists()
udoc = update_data_on_cache and file_is_different
if update_existing or udoc:
size_limit_mb = None
update_data = update_data or update_existing or udoc
if update_data and self.is_file():
self.cache.fetch(size_limit_mb=size_limit_mb)
return self.cache # when a cache calls refresh it needs to know if it no longer exists
def update_cache(self):
log.debug(f'maybe updating cache for {self.name}')
file_is_different = self.cache._meta_updater(self.meta)
# update the cache first
# then move to the new name if relevant
# prevents moving partial metadata onto existing files
if self.cache.name != self.name: # this is localy correct
# the issue is that move is now smarter
# and will detect if a parent path has changed
try:
self.cache.move(remote=self)
except exc.WhyDidntThisGetMovedBeforeError as e:
# AAAAAAAAAAAAAAAAAAAAAAAAAAAAA
# deal with the sadness that is non-unique filenames
# I am 99.999999999999999% certain that users do not
# expect this behavior ...
log.error(e)
if self.bfobject.package.name != self.bfobject.name:
argh = self.bfobject.name
self.bfobject.name = self.bfobject.package.name
try:
log.critical(f'Non unique filename :( '
f'{self.cache.name} -> {argh} -> {self.bfobject.name}')
self.cache.move(remote=self)
finally:
self.bfobject.name = argh
else:
raise e
return file_is_different
@property
def data(self):
if isinstance(self.bfobject, DataPackage):
files = list(self.bfobject.files)
if len(files) > 1:
raise BaseException('TODO too many files')
file = files[0]
elif isinstance(self.bfobject, File):
file = self.bfobject
else:
return
gen = self.get_file_by_url(file.url)
self.data_headers = next(gen)
yield from gen
@data.setter
def data(self):
if hasattr(self, '_seed'):
# upload the new file
# delete the old file
# or move to .trash self._api.bf.move(target, self.id)
# where target is the bfobject for .trash
raise NotImplementedError('TODO')
else: # doesn't exist yet
# see https://github.com/HumanCellAtlas/dcp-cli/pull/252
# for many useful references
raise NotImplementedError('TODO')
def __truediv__(self, other): # XXX
""" this is probably the we want to use for this at all
it is kept around as a reminder NOT to do this
however might revisit this at some point if we want
to explore translating remote semantics to file system
on the RemotePath class ... """
# probably better to work from the cache class
# since it is the one that knows that the file doesn't
# exist at the remote and can provide a way to move data
# to the remote using copy_to or something like that
children = list(self.children)
names = {c.name:c for c in children}
opath = PurePath(other)
if len(opath.parts) > 1:
# FIXME ... handle/paths/like/this
raise NotImplementedError('TODO')
else:
if other in names:
return names[other]
else: # create an empty
child = object.__new__(self.__class__)
child._parent = self
class TempBFObject:
name = other
child._bfobject = TempBFObject()
return child
def _mkdir_child(self, child_name):
""" direct children only for this, call in recursion for multi """
if self.is_organization():
bfobject = self._api.bf.create_dataset(child_name)
elif self.is_dir(): # all other possible dirs are already handled
bfobject = self.bfobject.create_collection(child_name)
else:
raise exc.NotADirectoryError(f'{self}')
return bfobject
def mkdir(self, parents=False): # XXX
# same issue as with __rtruediv__
if hasattr(self, '_seed'):
raise exc.PathExistsError(f'remote already exists {self}')
bfobject = self._parent._mkdir_child(self.name)
self._seed = bfobject
self._bfobject = bfobject
@property
def meta(self):
return PathMeta(size=self.size,
created=self.created,
updated=self.updated,
checksum=self.checksum,
etag=self.etag,
chunksize=self.chunksize,
id=self.id,
file_id=self.file_id,
old_id=None,
gid=None, # needed to determine local writability
user_id=self.owner_id,
mode=None,
errors=self.errors)
def __eq__(self, other):
return self.id == other.id and self.file_id == other.file_id
#return self.bfobject == other.bfobject
def __hash__(self):
return hash((self.__class__, self.id))
def __repr__(self):
file_id = f', file_id={self.file_id}' if self.file_id else ''
return f'{self.__class__.__name__}({self.id!r}{file_id})'
class BlackfynnRemoteFactory(RemoteFactory, BlackfynnRemote): # XXX soon to be deprecated
# FIXME helper index should try to cooperate with the packages index?
def __new__(cls, cache_anchor, local_class):
if isinstance(cache_anchor, BlackfynnCache):
try:
blackfynn_local_instance = BFLocal(cache_anchor.id)
except (requests.exceptions.ConnectionError, exc.MissingSecretError) as e:
log.critical(f'Could not connect to blackfynn {e!r}')
#blackfynn_local_instance = FakeBFLocal(anchor.id, anchor) # WARNING polutes things!
blackfynn_local_instance = 'CONNECTION ERROR'
else:
raise TypeError(f'{type(cache_anchor)} is not BFLocal or BlackfynnCache!')
cache_class = cache_anchor.__class__
self = super().__new__(cls, local_class, cache_class, _api=blackfynn_local_instance)
cls._cache_anchor = cache_anchor
self._errors = []
self.root = self._api.root
return self
| [
"tgbugs@gmail.com"
] | tgbugs@gmail.com |
dbd25446ba33880c2edbfb3440aee356725acb67 | fb8e70bf4c544a164fab587ab56cfd15660a7c80 | /optical_flow.py | ef7e1d36218c7f61b2dfcc558c0fee7dbd4a19b0 | [] | no_license | shubigupta/Optical-Flow | 4ab7181775471b3dc92a0d75bf78974e88bdb2c8 | 512652fde85597764acdf8e9631fb6c031e40b9c | refs/heads/master | 2023-04-03T05:16:57.957289 | 2021-04-15T06:21:34 | 2021-04-15T06:21:34 | 358,147,298 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 5,645 | py | import numpy as np
import cv2
from skimage import transform as tf
import matplotlib.pyplot as plt
from helpers import *
def getFeatures(img,bbox):
"""
Description: Identify feature points within bounding box for each object
Input:
img: Grayscale input image, (H, W)
bbox: Top-left and bottom-right corners of all bounding boxes, (F, 2, 2)
Output:
features: Coordinates of all feature points in first frame, (F, N, 2)
Instruction: Please feel free to use cv2.goodFeaturesToTrack() or cv.cornerHarris()
"""
if len(bbox.shape) == 2:
bbox = bbox.reshape(1,bbox.shape[0],bbox.shape[1])
bbox = bbox.astype(int)
features = np.zeros((bbox.shape[0],25,2))
for i in range(bbox.shape[0]):
bbox_img = img[bbox[i,0,1] : bbox[i,1,1]+1 , bbox[i,0,0] : bbox[i,1,0]+1]
corners = cv2.goodFeaturesToTrack(bbox_img,25,0.01,5)
#corners = np.int32(corners)
if corners is None:
features[i] = 0
continue
x = corners[:,0,0] + bbox[i,0,0]
y = corners[:,0,1] + bbox[i,0,1]
# features[i,:,0] = x
# features[i,:,1] = y
features[i,:corners.shape[0],0] = x
features[i,:corners.shape[0],1] = y
return features
# def estimateFeatureTranslation(feature, Ix, Iy, img1, img2):
def estimateFeatureTranslation(feature, img1, img2):
"""
Description: Get corresponding point for one feature point
Input:
feature: Coordinate of feature point in first frame, (2,)
Ix: Gradient along the x direction, (H,W)
Iy: Gradient along the y direction, (H,W)
img1: First image frame, (H,W,3)
img2: Second image frame, (H,W,3)
Output:
new_feature: Coordinate of feature point in second frame, (2,)
Instruction: Please feel free to use interp2() and getWinBound() from helpers
"""
win_size = 15
win_left, win_right, win_top, win_bottom = getWinBound(img1.shape, feature[0], feature[1], win_size)
img1_win = img1[ win_top:win_bottom , win_left:win_right ]
img2_win = img2[ win_top:win_bottom , win_left:win_right ]
dx_sum = 0
dy_sum = 0
for i in range(20):
Ix,Iy = findGradient(img2_win, 5, 1)
It = img2_win - img1_win
# A = np.hstack((Ix.reshape(-1, 1), Iy.reshape(-1, 1)))
# b = -It.reshape(-1, 1)
# res = np.linalg.solve(A.T @ A, A.T @ b)
A = np.zeros((2,2))
A[0,0] = (Ix.reshape(-1,1)**2).sum()
A[1,1] = (Iy.reshape(-1,1)**2).sum()
A[0,1] = (Ix.reshape(-1,1) * Iy.reshape(-1,1)).sum()
A[1,0] = A[0,1].copy()
b = np.zeros((2,1))
b[0,0] = -(Ix.reshape(-1,1) * It.reshape(-1,1)).sum()
b[1,0] = -(Iy.reshape(-1,1) * It.reshape(-1,1)).sum()
res = np.linalg.solve(A,b)
dx = res[0,0]
dy = res[1,0]
dx_sum += dx
dy_sum += dy
img2_win = get_new_img(img2, dx_sum, dy_sum, feature[0], feature[1], win_size)
# img2_shift = get_new_img(img2, dx_sum, dy_sum)
# img2_win = img2_shift[win_top:win_bottom+1, win_left:win_right+1]
# new_feature = feature.copy()
# new_feature[0] += dx_sum
# new_feature[1] += dy_sum
# return new_feature
return np.array([feature[0] + dx_sum,feature[1] + dy_sum])
def estimateAllTranslation(features, img1, img2):
"""
Description: Get corresponding points for all feature points
Input:
features: Coordinates of all feature points in first frame, (F, N, 2)
img1: First image frame, (H,W,3)
img2: Second image frame, (H,W,3)
Output:
new_features: Coordinates of all feature points in second frame, (F, N, 2)
"""
if len(features.shape) == 2:
features = features.reshape(1,features.shape[0],features.shape[1])
new_features = np.zeros(features.shape)
for i in range(features.shape[0]):
for j in range(features.shape[1]):
if features[i,j,0] == 0 and features[i,j,1] == 0:
continue
# corr_point = estimateFeatureTranslation(features[i,j,:], Ix, Iy, img1, img2)
corr_point = estimateFeatureTranslation(features[i,j,:], img1, img2)
new_features[i,j,:] = corr_point
# new_features = None
return new_features
def applyGeometricTransformation(features, new_features, bbox, img2_sh):
"""
Description: Transform bounding box corners onto new image frame
Input:
features: Coordinates of all feature points in first frame, (F, N, 2)
new_features: Coordinates of all feature points in second frame, (F, N, 2)
bbox: Top-left and bottom-right corners of all bounding boxes, (F, 2, 2)
Output:
features: Coordinates of all feature points in secon frame after eliminating outliers, (F, N1, 2)
bbox: Top-left and bottom-right corners of all bounding boxes, (F, 2, 2)
Instruction: Please feel free to use skimage.transform.estimate_transform()
"""
for i in range(features.shape[0]):
non_zero_entries = ~np.logical_and( (features[i,:,0]==0) ,(features[i,:,1] == 0) )
features_p = features[i,non_zero_entries,:]
new_features_p = new_features[i,non_zero_entries,:]
tform = tf.estimate_transform('similarity',features_p,new_features_p)
bbox[i] = tform(bbox[i])
return new_features, bbox
| [
"shubhamgupta1996@live.com"
] | shubhamgupta1996@live.com |
5b7fde37c03368ce9cd12fd8b7638884e0891f63 | 987a68b9c196f39ba1810a2261cd4a08c35416a3 | /DynamicProgramming/343-integer-break.py | 5e3e2720b0fc1d758103f49e3a9a3171172eee0d | [] | no_license | xizhang77/LeetCode | c26e4699fbe1f2d2c4706b2e5ee82131be066ee5 | ce68f5af57f772185211f4e81952d0345a6d23cb | refs/heads/master | 2021-06-05T15:33:22.318833 | 2019-11-19T06:53:24 | 2019-11-19T06:53:24 | 135,076,199 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 990 | py | # -*- coding: utf-8 -*-
'''
Given a positive integer n, break it into the sum of at least two positive integers and maximize the product of those integers. Return the maximum product you can get.
Example 1:
Input: 2
Output: 1
Explanation: 2 = 1 + 1, 1 × 1 = 1.
Example 2:
Input: 10
Output: 36
Explanation: 10 = 3 + 3 + 4, 3 × 3 × 4 = 36.
Note: You may assume that n is not less than 2 and not larger than 58.
'''
# Solution 1: DP
# Time: O(n^2); Space: O(n)
class Solution(object):
def integerBreak(self, n):
"""
:type n: int
:rtype: int
"""
ans = [1, 1]
for num in range(3, n+2):
i, j = 0, len(ans) - 1
temp = num - 1
while i <= j:
temp = max( temp, ans[i]*ans[j], (i+1)*(j+1), (i+1)*ans[j], (j+1)*ans[i] )
i += 1
j -= 1
ans.append(temp)
return ans[n-1]
# Solution 2: Math & Recursive
# Time & Space: at most O(n) | [
"xizhang1@cs.stonybrook.edu"
] | xizhang1@cs.stonybrook.edu |
092024187dc7bb38f56d29f6ee511ec6fdf2b1cc | 69da803ffcba97b079bce6f8e3a73903b0a7e5b5 | /jasmine_zinc/__init__.py | 43c7edec784605cc93d009303383088623dfbd03 | [
"MIT"
] | permissive | aoirint/jasmine_zinc | 612c3efcca199ef3e26af0a84af3fdf8744e6479 | d70fbdbc0273015e73962be4239be0a7cbdd2bd4 | refs/heads/main | 2023-07-17T16:59:15.914680 | 2021-09-03T00:55:56 | 2021-09-03T00:55:56 | 402,569,583 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 488 | py | __VERSION__ = '20210903.14'
from .Avatar import (
Avatar,
dict2avatar,
)
from .get_avatars import (
get_avatars,
)
from .Talk import (
Talk,
TalkEffects,
TalkEmotions,
talk2dict,
)
from .talk_on_server import (
talk_on_server,
TalkOnServerResponse,
)
from .record_talk import (
record_talk,
RecordTalkResponse,
)
from .add_talk_arguments import (
add_talk_arguments,
add_talk_arguments_effects,
add_talk_arguments_emotions,
)
| [
"aoirint@gmail.com"
] | aoirint@gmail.com |
5f7b321f8aa10a936fa6c5906cc9c1a17c6f9836 | edceae4cddb6d341ff3ee577cbdb81f7fffeff94 | /fr-qc-translator-master/networks/seq2seq.py | 36fb2036121d3d84d72c35e5d52e005a8e923409 | [] | no_license | b-sayah/Natural_Language_Processing | 58177b3e84c30c523d1cd638bb87ebffac90d220 | 5b14bdbca8d1a50cc4d63c42eed11c23a9e4818c | refs/heads/master | 2021-04-14T21:45:32.935316 | 2020-03-22T20:50:07 | 2020-03-22T20:50:07 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 19,004 | py | # -*- coding: utf-8 -*-
import os
import torch
import torch.nn as nn
import torch.nn.functional as F
import random
import matplotlib
matplotlib.use('Agg') # noqa
import matplotlib.pyplot as plt # noqa
from allennlp.training.metrics import BLEU # noqa
class Seq2Seq():
def __init__(self, vocab, cfg, device, name=None, bi=True, att=True, batch_norm=True,
teach_forc_ratio=0.5, patience=3, dropout=0.0, write_idx=3):
self.device = device
self.model = Seq2SeqArch(vocab, cfg, device,
bi=bi, att=att, batch_norm=batch_norm, teach_forc_ratio=teach_forc_ratio, dropout=dropout)
self.vocab = vocab
self.name = name if name else 'seq2seq'
self.cfg = cfg
self.write_idx = write_idx
# Evaluation metrics
self.bleu = BLEU(exclude_indices=set([0])) # Exclude padding
# Logging variables
self.train_losses, self.valid_losses, self.test_losses = [], [], []
self.train_bleu, self.valid_bleu, self.test_bleu = [], [], []
self.patience = patience # For early stopping
self.outputs = []
def load_model(self, model_path):
self.model.load_state_dict(torch.load(model_path))
def save_model(self, save_path):
torch.save(self.model.state_dict(), save_path)
def log_outputs(self, log_dir):
'''
Log the test outputs to a txt.
'''
with open(os.path.join(log_dir, '{0}_outputs_{1}.txt'.format(self.name, self.write_idx)), 'w') as fp:
for line in self.outputs:
fp.write('{0}\n'.format(line))
def log_learning_curves(self, log_dir, graph=True):
'''
Logs the learning curve info to a csv.
'''
header = 'epoch,train_loss,valid_loss'
num_epochs = len(self.train_losses)
with open(os.path.join(log_dir, '{0}_learning_curves.csv'.format(self.name)), 'w') as fp:
fp.write('{0}\n'.format(header))
for e in range(num_epochs):
fp.write('{0},{1},{2}\n'.format(e, self.train_losses[e], self.valid_losses[e]))
if graph:
plt.plot(list(range(num_epochs)), self.train_losses, color='blue', label='Train')
plt.plot(list(range(num_epochs)), self.valid_losses, color='red', label='Valid')
plt.title('Cross-entropy loss over training')
plt.xlabel('Epoch')
plt.ylabel('Loss')
plt.legend()
plt.savefig(os.path.join(log_dir, '{0}_learning_curves.png'.format(self.name)))
plt.clf()
def log_metrics(self, log_dir, graph=True):
'''
Logs evaluation metrics (BLEU, etc.) to a csv.
'''
header = 'epoch,train_bleu,valid_bleu'
num_epochs = len(self.train_bleu)
with open(os.path.join(log_dir, '{0}_metrics.csv'.format(self.name)), 'w') as fp:
fp.write('{0}\n'.format(header))
for e in range(num_epochs):
fp.write('{0},{1},{2}\n'.format(e, self.train_bleu[e], self.valid_bleu[e]))
if graph:
plt.plot(list(range(num_epochs)), self.train_bleu, color='blue', label='Train')
plt.plot(list(range(num_epochs)), self.valid_bleu, color='red', label='Valid')
plt.title('BLEU score over training')
plt.xlabel('Epoch')
plt.ylabel('BLEU')
plt.legend()
plt.savefig(os.path.join(log_dir, '{0}_metrics.png'.format(self.name)))
plt.clf()
def generate(self, qc_sentence):
print('inp qc:', qc_sentence)
qc_words = ['BOS'] + qc_sentence.split() + ['EOS']
qc_idx = torch.tensor(self.vocab.get_indices(qc_words)).to(self.device).unsqueeze(0)
qc_len = torch.tensor(qc_idx.size()[1]).int().cpu().unsqueeze(0)
# Whole sequence through encoder
outputs = torch.zeros(100, 1, self.vocab.num_words).to(self.device)
enc_hid = self.model.encoder.init_hidden(1, self.cfg['num_enc_layers']).to(self.device)
enc_out, enc_hid = self.model.encoder(qc_idx, qc_len, enc_hid)
dec_inp = torch.ones(1, device=self.device) * 1
dec_hid = enc_hid # First decoder hidden state is last encoder hidden state
# One token at a time from decoder
tok, i = 0, 0
while tok != 2: # EOS
if self.model.decoder.att:
dec_out, dec_hid = self.model.decoder(dec_inp, dec_hid, enc_out=enc_out)
else:
dec_out, dec_hid = self.model.decoder(dec_inp, dec_hid)
try:
outputs[i] = dec_out
except IndexError:
print('EOS token not found, but max length reached. Returning truncated sequence.')
break
tok = dec_out.argmax(1)
dec_inp = tok
i = i + 1
pred_tok = torch.argmax(outputs.detach(), dim=2)
pred_tok = torch.transpose(pred_tok, 1, 0)
pred_sents = [' '.join(x) for x in self.vocab.get_sentence(pred_tok.cpu())][0]
pred_sents = pred_sents.replace('PAD', '').strip()
pred_sents = pred_sents[4:-4]
print('out fr:', pred_sents)
def test(self, test_loader, loss_fn, test_bsz):
test_loss, test_bleu = self.valid_epoch(test_loader, loss_fn, test_bsz, write_outputs=True)
print('Test loss: {0}'.format(test_loss))
print('Test bleu: {0}'.format(test_bleu))
self.test_losses.append(test_loss)
self.test_bleu.append(test_bleu)
def train(self, train_loader, valid_loader, loss_fn=None, lr=1e-2, weight_decay=1e-5, train_bsz=1, valid_bsz=1, num_epochs=1):
enc_opt = torch.optim.Adam(self.model.encoder.parameters(), lr=lr, weight_decay=weight_decay)
dec_opt = torch.optim.Adam(self.model.decoder.parameters(), lr=lr, weight_decay=weight_decay)
for epoch in range(num_epochs):
max_valid_bleu = 0.0
train_loss, train_bleu = self.train_epoch(train_loader, loss_fn, enc_opt, dec_opt, train_bsz)
print('EPOCH {0} \t train_loss {1} \t train_bleu {2}'.format(epoch, train_loss, train_bleu))
valid_loss, valid_bleu = self.valid_epoch(valid_loader, loss_fn, valid_bsz)
print('\t valid_loss {1} \t valid_bleu {2}'.format(epoch, valid_loss, valid_bleu))
# Early stop
last_val_losses = self.valid_losses[-self.patience:]
if epoch > self.patience:
stop = True
for l in last_val_losses:
if valid_loss < l:
stop = False
break
if stop:
print('Early stopping: validation loss has not improved in {0} epochs.'.format(self.patience))
break
if valid_bleu > max_valid_bleu:
max_valid_bleu = valid_bleu
self.save_model(os.path.join('models', self.name))
# Log losses
self.train_losses.append(train_loss)
self.train_bleu.append(train_bleu)
self.valid_losses.append(valid_loss)
self.valid_bleu.append(valid_bleu)
def train_epoch(self, train_loader, loss_fn, enc_opt, dec_opt, train_bsz=1):
self.model.encoder.train()
self.model.decoder.train()
loss_epoch, bleu_epoch = 0.0, 0.0
for i, (x, y, x_len, y_len) in enumerate(train_loader):
enc_opt.zero_grad()
dec_opt.zero_grad()
inp_qc = self.vocab.get_sentence(x)
print('---')
print('TRAIN inp qc', ' '.join(inp_qc[0]).replace('PAD', '').strip())
inp_fr = self.vocab.get_sentence(y)
print('TRAIN inp_fr', ' '.join(inp_fr[0]).replace('PAD', '').strip())
x, y = x.to(self.device), y.to(self.device)
enc_hid = self.model.encoder.init_hidden(train_bsz, self.cfg['num_enc_layers']).to(self.device)
tgt_len = y.size(1)
loss = 0.0
# To store decoder outputs
outputs = torch.zeros(tgt_len, train_bsz, self.vocab.num_words).to(self.device)
# Whole sequence through encoder
enc_out, enc_hid = self.model.encoder(x, x_len, enc_hid)
# First input to the decoder is BOS (hardcoded: idx is 1)
dec_inp = torch.ones(train_bsz, device=self.device) * 1
dec_hid = enc_hid # First decoder hidden state is last encoder hidden state
use_teach_forc = True if random.random() < self.model.decoder.teach_forc_ratio else False
# One token at a time from decoder
for di in range(tgt_len): # Minus 2 so that we start at 0, and we exclude BOS
if self.model.decoder.att:
dec_out, dec_hid = self.model.decoder(dec_inp, dec_hid, enc_out=enc_out)
else:
dec_out, dec_hid = self.model.decoder(dec_inp, dec_hid)
outputs[di] = dec_out
tok = dec_out.argmax(1)
# Teacher forcing: Feed the target as the next input
if use_teach_forc:
dec_inp = y[:, di]
else:
dec_inp = tok
# Replace the predicted tokens that should be padding with padding
mask = torch.arange(tgt_len).expand(len(y_len), tgt_len) < y_len.unsqueeze(1)
mask = torch.transpose(mask, 1, 0).unsqueeze(2).float().to(self.device)
outputs = outputs * mask
# When calculating loss, collapse batches together
all_outputs = outputs.view(-1, outputs.shape[-1])
all_y = torch.transpose(y, 1, 0)
all_y = all_y.reshape(-1)
loss = loss_fn(all_outputs, all_y.long())
loss.backward()
pred_tok = torch.argmax(outputs.detach(), dim=2)
pred_tok = torch.transpose(pred_tok, 1, 0)
pred_sents = [' '.join(x) for x in self.vocab.get_sentence(pred_tok.cpu())]
print('TRAIN out_fr', pred_sents[0].replace('PAD', '').strip())
enc_opt.step()
dec_opt.step()
# Report loss
loss_batch = loss.item() / tgt_len
loss_epoch += loss_batch
# Store BLEU ngram counts
self.bleu(pred_tok, y)
# Calculate BLEU over everything seen in epoch
bleu_epoch = self.bleu.get_metric(reset=True)['BLEU']
return loss_epoch, bleu_epoch
def valid_epoch(self, valid_loader, loss_fn, valid_bsz=1, write_outputs=False):
self.model.encoder.eval()
self.model.decoder.eval()
loss_epoch, bleu_epoch = 0.0, 0.0
for i, (x, y, x_len, y_len) in enumerate(valid_loader):
if write_outputs: # Writes only some outputs
write_idx = self.write_idx
inp_qc = ' '.join(self.vocab.get_sentence(x)[write_idx])
inp_fr = ' '.join(self.vocab.get_sentence(y)[write_idx])
x, y = x.to(self.device), y.to(self.device)
enc_hid = self.model.encoder.init_hidden(valid_bsz, self.cfg['num_enc_layers']).to(self.device)
tgt_len = y.size(1)
loss = 0.0
# To store decoder outputs
outputs = torch.zeros(tgt_len, valid_bsz, self.vocab.num_words).to(self.device)
# Whole sequence through encoder
enc_out, enc_hid = self.model.encoder(x, x_len, enc_hid)
# First input to the decoder is BOS (hardcoded: idx is 1)
dec_inp = torch.ones(valid_bsz, device=self.device) * 1
dec_hid = enc_hid # First decoder hidden state is last encoder hidden state
# One token at a time from decoder
for di in range(tgt_len - 1):
if self.model.decoder.att:
dec_out, dec_hid = self.model.decoder(dec_inp, dec_hid, enc_out=enc_out)
else:
dec_out, dec_hid = self.model.decoder(dec_inp, dec_hid)
outputs[di] = dec_out
tok = dec_out.argmax(1)
# No teacher forcing: next input is current output
dec_inp = tok
# Replace the predicted tokens that should be padding with padding
mask = torch.arange(tgt_len).expand(len(y_len), tgt_len) < y_len.unsqueeze(1)
mask = torch.transpose(mask, 1, 0).unsqueeze(2).float().to(self.device)
outputs = outputs * mask
# When calculating loss, collapse batches together
all_outputs = outputs.view(-1, outputs.shape[-1])
all_y = torch.transpose(y, 1, 0)
all_y = all_y.reshape(-1)
loss = loss_fn(all_outputs, all_y.long())
# Report loss
loss_batch = loss.item() / tgt_len
loss_epoch += loss_batch
# Store BLEU ngram counts
pred_tok = torch.argmax(outputs.detach(), dim=2)
pred_tok = torch.transpose(pred_tok, 1, 0)
self.bleu(pred_tok, y)
if write_outputs:
pred_sents = [' '.join(x) for x in self.vocab.get_sentence(pred_tok.cpu())][write_idx]
self.outputs.append('inp_qc: {0}'.format(inp_qc))
self.outputs.append('inp_fr: {0}'.format(inp_fr))
self.outputs.append('out_fr: {0}'.format(pred_sents))
self.outputs.append('----')
# Calculate BLEU over everything seen in epoch
bleu_epoch = self.bleu.get_metric(reset=True)['BLEU']
return loss_epoch, bleu_epoch
class Seq2SeqArch(nn.Module):
def __init__(self, vocab, cfg, device, bi=True, att=False, batch_norm=True, teach_forc_ratio=0.5, dropout=0.0):
'''
This is a helper class that itself does nothing,
but putting all the model parts together here facilitates
saving/loading weights in just one model file.
'''
super(Seq2SeqArch, self).__init__()
self.encoder = Encoder(vocab.num_words, cfg['embedding_size'],
cfg['hidden_size'], cfg['num_enc_layers'], device,
bi=bi, batch_norm=batch_norm, dropout=dropout).to(device)
self.decoder = Decoder(cfg['hidden_size'], cfg['embedding_size'],
vocab.num_words, cfg['num_dec_layers'], device,
att=att,
teach_forc_ratio=teach_forc_ratio).to(device)
class Encoder(nn.Module):
def __init__(self, input_size, embedding_size, hidden_size, num_layers, device, bi=True, batch_norm=True, dropout=0.0):
super(Encoder, self).__init__()
self.device = device
self.bi = bi
self.batchnorm = batch_norm
self.hidden_size = hidden_size
self.embedding = nn.Embedding(input_size, embedding_size)
self.gru = nn.GRU(embedding_size, hidden_size, num_layers=num_layers, bidirectional=bi)
self.dropout = torch.nn.Dropout(p=dropout)
if batch_norm:
self.batchnorm = torch.nn.BatchNorm1d(embedding_size)
if bi:
self.fc = nn.Linear(hidden_size * 2, hidden_size)
def forward(self, x, x_lens, hidden):
x = x.long()
embedded = self.embedding(x)
if self.batchnorm:
embedded = self.batchnorm(embedded.permute(0, 2, 1))
embedded = embedded.permute(0, 2, 1)
# Ignore the padding through the RNN
embedded = torch.nn.utils.rnn.pack_padded_sequence(embedded, x_lens,
batch_first=True,
enforce_sorted=False)
output, hidden = self.gru(embedded, hidden)
# Re-pad
output, output_len = torch.nn.utils.rnn.pad_packed_sequence(output, batch_first=True)
output = self.dropout(output)
if self.bi:
# Combine forward and backward RNN states
hidden = self.fc(torch.cat((hidden[-2, :, :], hidden[-1, :, :]), dim=1))
hidden = torch.tanh(hidden).unsqueeze(0)
return output, hidden
def init_hidden(self, batch_size, num_layers):
dim = 2 if self.bi else 1
return torch.zeros(dim * num_layers, batch_size, self.hidden_size)
class Decoder(nn.Module):
def __init__(self, hidden_size, embedding_size, output_size, num_layers, device, att=False, max_length=100, teach_forc_ratio=0.5):
super(Decoder, self).__init__()
self.device = device
self.hidden_size = hidden_size
self.embedding = nn.Embedding(output_size, embedding_size)
self.gru = nn.GRU(embedding_size, hidden_size)
self.out = nn.Linear(hidden_size, output_size)
self.softmax = nn.LogSoftmax(dim=1)
self.teach_forc_ratio = teach_forc_ratio
self.att = att
if att:
self.attn_l1 = nn.Linear((hidden_size * 3), hidden_size)
self.v = nn.Parameter(torch.rand(hidden_size))
self.gru = nn.GRU((hidden_size * 2) + embedding_size, hidden_size)
self.out = nn.Linear((hidden_size * 3) + embedding_size, output_size)
def forward(self, x, hidden, enc_out=None):
# Input here is always one token at a time,
# so need to do some unsqueezing to account for length dimension (1)
x = x.long().unsqueeze(0)
embedded = self.embedding(x)
if self.att:
bsz = enc_out.shape[0]
src_len = enc_out.shape[1]
# Repeat hidden state for every timestep (makes dims match)
hid_rep = hidden.squeeze(0).unsqueeze(1).repeat(1, src_len, 1)
concat = torch.cat((hid_rep, enc_out), 2)
att_l1 = self.attn_l1(concat).permute(0, 2, 1)
# Repeat for every example in the batch
v = self.v.repeat(bsz, 1).unsqueeze(1)
attn = torch.bmm(v, att_l1).squeeze(1)
attn = F.softmax(attn, dim=1)
attn = attn.unsqueeze(1)
# Weight the encoder states
context = torch.bmm(attn, enc_out).permute(1, 0, 2)
to_gru = torch.cat((embedded, context), 2)
else:
to_gru = embedded
to_gru = F.relu(to_gru)
output, hidden = self.gru(to_gru, hidden)
if self.att:
to_out = torch.cat((output.squeeze(0), context.squeeze(0), embedded.squeeze(0)), 1)
output = self.out(to_out)
return output, hidden #, attn_weights
else:
output = self.out(output.squeeze(0))
return output, hidden
| [
"noreply@github.com"
] | b-sayah.noreply@github.com |
22caedcc7312dbd8af2e70c3b347fe1e7648a84b | c4e6a981e06e0267a89bb574eba74ab30fee2900 | /src/entities/bullet.py | 3029726fd87ab2bd8c312034a7bf5d20400dc22a | [] | no_license | HackMelbourne/DecodED2-Project | 6d8217a2d9a885178eeb450cef48f39f354b6cc0 | 6ec99b68ccfaba61e5df895dbb9e117853d31981 | refs/heads/starting-branch | 2023-08-16T19:34:32.845200 | 2021-09-25T10:26:04 | 2021-09-25T10:26:04 | 401,073,844 | 6 | 14 | null | 2021-09-25T10:26:04 | 2021-08-29T15:17:17 | Python | UTF-8 | Python | false | false | 645 | py | from src.constants import SCREEN_H
from src.entity import Entity
# Represents the bullet entity, spawned both by the player and enemy class
class Bullet(Entity):
def __init__(self, player_position, bullet_speed, KILL_PLAYER=True):
super().__init__(player_position.x + 12, player_position.y, 30, 30, 'res/bullet.png')
self.velocity.y = -1 * bullet_speed
self.kill_player = KILL_PLAYER
if self.kill_player:
self.velocity.y *= -1
def tick(self, delta, objects):
# Despawn the bullet when it crosses boundaries
if self.y < 0 or self.y > SCREEN_H:
self.kill()
| [
"chuenleylow@gmail.com"
] | chuenleylow@gmail.com |
7d5938beb8d5aa885f780536e02feea623a35cc8 | f43a7f5f7ad97a97070033456e42620161e57dab | /bret_ori/models.py | 9d703235a81a5a97487496ea99b9f2ad6b8085b6 | [
"MIT"
] | permissive | rizalap/dishonesty | ae425b5535e14d1632c0f481c642681f6e5c0956 | bd1546788fabcf2ec05b292e071e2542952f80e3 | refs/heads/master | 2021-01-24T16:33:42.408586 | 2018-03-01T23:16:19 | 2018-03-01T23:16:19 | 123,201,674 | 0 | 2 | null | null | null | null | UTF-8 | Python | false | false | 4,271 | py | # -*- coding: utf-8 -*-
# <standard imports>
from __future__ import division
import random
import otree.models
from otree.db import models
from otree import widgets
from otree.common import Currency as c, currency_range, safe_json
from otree.constants import BaseConstants
from otree.models import BaseSubsession, BaseGroup, BasePlayer
from .setup import Constants
# </standard imports>
author = 'Felix Holzmeister & Armin Pfurtscheller'
doc = """
Bomb Risk Elicitation Task (BRET) à la Crosetto/Filippin (2013), Journal of Risk and Uncertainty (47): 31-65.
"""
class Constants(BaseConstants):
name_in_url = 'bret_ori'
players_per_group = None
num_rounds = 5
instructions = True
results = True
num_rows = 8
num_cols = 8
box_value = 1
time_interval = 1.00
random_payoff = True
dynamic = True
random = True
feedback = True
devils_game = False
undoable = True
box_height = '50px'
box_width = '50px'
# ******************************************************************************************************************** #
# *** CLASS SUBSESSION *** #
# ******************************************************************************************************************** #
class Subsession(BaseSubsession):
pass
# ******************************************************************************************************************** #
# *** CLASS GROUP *** #
# ******************************************************************************************************************** #
class Group(BaseGroup):
# <built-in>
subsession = models.ForeignKey(Subsession)
# </built-in>
# ******************************************************************************************************************** #
# *** CLASS PLAYER *** #
# ******************************************************************************************************************** #
class Player(BasePlayer):
# <built-in>
subsession = models.ForeignKey(Subsession)
group = models.ForeignKey(Group, null=True)
# </built-in>
# whether bomb is collected or not
bomb = models.IntegerField()
# location of bomb with row/col info
bomb_location = models.TextField()
# number of collected boxes
boxes_collected = models.IntegerField()
# set/scheme of collected boxes
boxes_scheme = models.TextField()
# --- set round results and player's payoff
# ------------------------------------------------------------------------------------------------------------------
round_to_pay = models.IntegerField()
round_result = models.CurrencyField()
def set_payoff(self):
# randomly determine round to pay on player level
if self.subsession.round_number == 1:
self.session.vars['round_to_pay'] = random.randint(1,Constants.num_rounds)
# determine round_result as (potential) payoff per round
if self.bomb == 0:
self.round_result = c(self.boxes_collected * Constants.box_value)
else:
self.round_result = c(0)
# set payoffs if <random_payoff = True> to round_result of randomly chosen round
if Constants.random_payoff == True:
if self.subsession.round_number == self.session.vars['round_to_pay']:
self.payoff = self.round_result
else:
self.payoff = c(0)
# set payoffs to round_result if <random_payoff = False>
else:
self.payoff = self.round_result
# --- store values as global variables for session-wide use
# ------------------------------------------------------------------------------------------------------------------
def set_globals(self):
self.session.vars['bomb'] = [p.bomb for p in self.in_all_rounds()]
self.session.vars['bomb_location'] = [p.bomb_location for p in self.in_all_rounds()]
self.session.vars['boxes_collected'] = [p.boxes_collected for p in self.in_all_rounds()]
self.session.vars['boxes_scheme'] = [p.boxes_scheme for p in self.in_all_rounds()]
self.session.vars['round_result'] = [p.round_result for p in self.in_all_rounds()]
self.session.vars['bret_payoff'] = [p.payoff for p in self.in_all_rounds()]
| [
"S3649467@student.rmit.edu.au"
] | S3649467@student.rmit.edu.au |
8b2ba0ca4c2a24a46443d6c4c6ebb7bd7124378b | 69a24ae927864c3dcf7402153bcb53d412d971e1 | /Turtle_2/Ex_4.py | c8d3a5abd911ea757b2088d77af2dbf94b2aae38 | [] | no_license | dumb-anchovy/Byckov_Georgiy_Moi_krivye_laby | 58f2693d1bae42888506e0a49d439f5aaf7a572c | bcf2c8d8134071cfb01c945e02def05a82e038b0 | refs/heads/main | 2023-08-29T19:10:52.342700 | 2021-10-11T21:04:19 | 2021-10-11T21:04:19 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 394 | py | import turtle
turtle.speed(10)
vx = 10
vy = 50
g = - 10
dt = 0.005
turtle.goto(100, 0)
turtle.goto(-100, 0)
turtle.goto(-100, 1)
x = turtle.xcor()
y = turtle.ycor()
while abs(vy) > 0:
if y <= 0: # проверка на соприкосновение с землей
vy = - vy / 2
x += vx * dt
y += vy * dt
vy = vy + g * dt
turtle.goto(x, y)
| [
"noreply@github.com"
] | dumb-anchovy.noreply@github.com |
88828d0f34face0c1405a80dd9e3a4b5b54e27fe | c808d0f6987a930fed5cbbfe316c81bd089353a8 | /Exercise/2016/Net_ex2/lc_lc.py | 333fa7272e1bfcddd8021c0f076f96e22cfd74fb | [] | no_license | atztao/Networks | a9b1d60bdaab6d16146742d8f1f4889681762f84 | 6daec5dc1b2851819591abb3e5b53fdb2790fbb7 | refs/heads/master | 2021-06-23T00:27:55.158872 | 2017-09-03T13:22:43 | 2017-09-03T13:22:43 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 1,773 | py | # This code is the home work of networkx ,SW-smallworld ：Version 3.2
import networkx as nx
import numpy as np
import matplotlib.pyplot as plt
l_average_list = []
c_average_list = []
l_average_max = nx.average_shortest_path_length(
nx.watts_strogatz_graph(1000, 10, 0))
c_average_max = nx.average_clustering(nx.watts_strogatz_graph(1000, 10, 0))
# 在对数坐标上等距离取点
p = [1,
0.00016,
0.00028900000000000003,
0.0004913000000000001,
0.0008352100000000001,
0.001419857,
0.0024137569,
0.004103386729999999,
0.006975757440999999,
0.011858787649699998,
0.020159939004489997,
0.034271896307633,
0.0582622237229761,
0.09904578032905938,
0.16837782655940095,
0.2862423051509816,
0.48661191875666865,
0.8272402618863367,
1]
for i in range(len(p)):
l_avg_list = []
c_avg_list = []
for j in range(20): # 平均化处理
l_average = nx.average_shortest_path_length(
nx.watts_strogatz_graph(1000, 10, p[i])) / l_average_max # 归一化处理
c_average = nx.average_clustering(
nx.watts_strogatz_graph(1000, 10, p[i])) / c_average_max
l_avg_list.append(l_average)
c_avg_list.append(c_average)
l_average_list.append(float(sum(l_avg_list) / len(l_avg_list)))
c_average_list.append(float(sum(c_avg_list) / len(c_avg_list)))
print (l_average_list)
print (c_average_list)
plt.xlabel(r"$p$")
plt.semilogx(p, l_average_list, label=r"$L(p) / L(0)$",
color="blue", linewidth=0, marker='o') # 对横坐标作对数处理
plt.semilogx(p, c_average_list, label=r"$C(p) / C(0)$",
color="red", linewidth=0, marker='o')
plt.legend() # make legend
plt.savefig("lc.png")
plt.show()
| [
"ztao1991@gmail.com"
] | ztao1991@gmail.com |
9158a467c9076572f781f00f4c5914adb693b261 | 2aa07cc5413240da0cccb49a063d57c2ca507a6f | /venv/Scripts/pip-script.py | 7eff9cd651877fc54ae1b25a8ae39524d2dfff8e | [] | no_license | bogdanandrei14/Reproduce-Bug-Reports-application | 017bd8e601d031c924e6745ff02b5de61cbf5b19 | c5c2d9cdcc644ec51fc1c4271be4fd8c879ac3ee | refs/heads/master | 2023-05-13T02:34:54.501806 | 2021-06-10T21:29:05 | 2021-06-10T21:29:05 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 406 | py | #!E:\An3-Sem1\Licenta\app\aplicatie\venv\Scripts\python.exe
# EASY-INSTALL-ENTRY-SCRIPT: 'pip==19.0.3','console_scripts','pip'
__requires__ = 'pip==19.0.3'
import re
import sys
from pkg_resources import load_entry_point
if __name__ == '__main__':
sys.argv[0] = re.sub(r'(-script\.pyw?|\.exe)?$', '', sys.argv[0])
sys.exit(
load_entry_point('pip==19.0.3', 'console_scripts', 'pip')()
)
| [
"bogdanandrei1498@gmail.com"
] | bogdanandrei1498@gmail.com |
eff8f8643d4b57a7e031e552085f7c818008c9cb | 09e57dd1374713f06b70d7b37a580130d9bbab0d | /benchmark/startQiskit_QC1688.py | 76f588bacee542205822753e644a580d1e04d3e7 | [
"BSD-3-Clause"
] | permissive | UCLA-SEAL/QDiff | ad53650034897abb5941e74539e3aee8edb600ab | d968cbc47fe926b7f88b4adf10490f1edd6f8819 | refs/heads/main | 2023-08-05T04:52:24.961998 | 2021-09-19T02:56:16 | 2021-09-19T02:56:16 | 405,159,939 | 2 | 0 | null | null | null | null | UTF-8 | Python | false | false | 4,768 | py | # qubit number=5
# total number=59
import cirq
import qiskit
from qiskit import IBMQ
from qiskit.providers.ibmq import least_busy
from qiskit import QuantumCircuit, QuantumRegister, ClassicalRegister
from qiskit import BasicAer, execute, transpile
from pprint import pprint
from qiskit.test.mock import FakeVigo
from math import log2,floor, sqrt, pi
import numpy as np
import networkx as nx
def build_oracle(n: int, f) -> QuantumCircuit:
# implement the oracle O_f^\pm
# NOTE: use U1 gate (P gate) with \lambda = 180 ==> CZ gate
# or multi_control_Z_gate (issue #127)
controls = QuantumRegister(n, "ofc")
oracle = QuantumCircuit(controls, name="Zf")
for i in range(2 ** n):
rep = np.binary_repr(i, n)
if f(rep) == "1":
for j in range(n):
if rep[j] == "0":
oracle.x(controls[j])
# oracle.h(controls[n])
if n >= 2:
oracle.mcu1(pi, controls[1:], controls[0])
for j in range(n):
if rep[j] == "0":
oracle.x(controls[j])
# oracle.barrier()
return oracle
def make_circuit(n:int,f) -> QuantumCircuit:
# circuit begin
input_qubit = QuantumRegister(n,"qc")
classical = ClassicalRegister(n, "qm")
prog = QuantumCircuit(input_qubit, classical)
prog.h(input_qubit[0]) # number=3
prog.h(input_qubit[1]) # number=4
prog.h(input_qubit[2]) # number=5
prog.h(input_qubit[3]) # number=6
prog.h(input_qubit[4]) # number=21
prog.h(input_qubit[0]) # number=43
prog.cz(input_qubit[4],input_qubit[0]) # number=44
prog.h(input_qubit[0]) # number=45
prog.cx(input_qubit[4],input_qubit[0]) # number=46
prog.z(input_qubit[4]) # number=47
prog.cx(input_qubit[4],input_qubit[0]) # number=48
prog.h(input_qubit[0]) # number=37
prog.cz(input_qubit[4],input_qubit[0]) # number=38
prog.h(input_qubit[0]) # number=39
Zf = build_oracle(n, f)
repeat = floor(sqrt(2 ** n) * pi / 4)
for i in range(repeat):
prog.append(Zf.to_gate(), [input_qubit[i] for i in range(n)])
prog.h(input_qubit[0]) # number=1
prog.rx(-1.0430087609918113,input_qubit[4]) # number=36
prog.h(input_qubit[1]) # number=2
prog.h(input_qubit[2]) # number=7
prog.h(input_qubit[3]) # number=8
prog.h(input_qubit[0]) # number=56
prog.cz(input_qubit[1],input_qubit[0]) # number=57
prog.h(input_qubit[0]) # number=58
prog.cx(input_qubit[1],input_qubit[0]) # number=52
prog.x(input_qubit[0]) # number=53
prog.cx(input_qubit[1],input_qubit[0]) # number=54
prog.h(input_qubit[0]) # number=49
prog.cz(input_qubit[1],input_qubit[0]) # number=50
prog.h(input_qubit[0]) # number=51
prog.x(input_qubit[1]) # number=10
prog.rx(-0.06597344572538572,input_qubit[3]) # number=27
prog.cx(input_qubit[0],input_qubit[2]) # number=22
prog.x(input_qubit[2]) # number=23
prog.h(input_qubit[2]) # number=28
prog.cz(input_qubit[0],input_qubit[2]) # number=29
prog.h(input_qubit[2]) # number=30
prog.x(input_qubit[3]) # number=12
if n>=2:
prog.mcu1(pi,input_qubit[1:],input_qubit[0])
prog.x(input_qubit[0]) # number=13
prog.x(input_qubit[1]) # number=14
prog.x(input_qubit[2]) # number=15
prog.x(input_qubit[3]) # number=16
prog.h(input_qubit[4]) # number=35
prog.h(input_qubit[0]) # number=17
prog.rx(2.4912829742967055,input_qubit[2]) # number=26
prog.h(input_qubit[1]) # number=18
prog.h(input_qubit[2]) # number=19
prog.h(input_qubit[2]) # number=55
prog.h(input_qubit[2]) # number=25
prog.h(input_qubit[3]) # number=20
# circuit end
for i in range(n):
prog.measure(input_qubit[i], classical[i])
return prog
if __name__ == '__main__':
key = "00000"
f = lambda rep: str(int(rep == key))
prog = make_circuit(5,f)
IBMQ.load_account()
provider = IBMQ.get_provider(hub='ibm-q')
provider.backends()
backend = least_busy(provider.backends(filters=lambda x: x.configuration().n_qubits >= 2 and not x.configuration().simulator and x.status().operational == True))
sample_shot =7924
info = execute(prog, backend=backend, shots=sample_shot).result().get_counts()
backend = FakeVigo()
circuit1 = transpile(prog,backend,optimization_level=2)
writefile = open("../data/startQiskit_QC1688.csv","w")
print(info,file=writefile)
print("results end", file=writefile)
print(circuit1.depth(),file=writefile)
print(circuit1,file=writefile)
writefile.close()
| [
"wangjiyuan123@yeah.net"
] | wangjiyuan123@yeah.net |
e58c15f2ce7d185bf1ea028dc2f204497fde4b1e | 5c54ba782b068a4302d6213fbe36c6cd12914866 | /friend.py | c9298b4adde1fd5b4b74b69966f12580bb204d89 | [] | no_license | hyf042/python-bittorrent | d8e7e82ef4c37f23c2ec98eb7d58d99e491d0a00 | 5649532a484e7f95c1772522de25e96b0fb88adc | refs/heads/master | 2021-01-23T11:54:33.179320 | 2015-04-04T05:26:38 | 2015-04-04T05:26:38 | 33,395,239 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 2,097 | py | #coding:utf-8
import urllib,urllib2,cookielib,re
class FriendList:
def __init__(self):
self.name = ""
def login(self, email, password):
login_page = "http://www.renren.com/ajaxLogin"
data = {'email': email, 'password': password}
post_data = urllib.urlencode(data)
cj = cookielib.CookieJar()
opener = urllib2.build_opener(urllib2.HTTPCookieProcessor(cj))
urllib2.install_opener(opener)
print u"loginning"
req = opener.open(login_page, post_data)
req = urllib2.urlopen("http://www.renren.com/home")
html = req.read()
res = re.search("'ruid':'(\d+)'", html)
if res:
self.uid = res.group(1)
self.tok = re.search("get_check:'(-?\d+)'", html).group(1)
self.rtk = re.search("get_check_x:'([0-9a-zA-Z]*)'", html).group(1)
#print "uid:", self.uid
#print "tok:", self.tok
#print "rtk:", self.rtk
return True
else:
return False
def get_list(self):
self.list = []
pagenum = 0
print "Start analyzing friend list"
while True:
page = "http://friend.renren.com/GetFriendList.do?curpage=" + str(pagenum) + "&id=" + str(self.uid)
res = urllib2.urlopen(page)
html = res.read()
pattern = '<a href="http://www\.renren\.com/profile\.do\?id=(\d+)"><img src="http://.*" alt="[\S]*[\s]\((.*)\)" />'
m = re.findall(pattern, html)
if len(m) == 0:
break
for i in range(0, len(m)):
userid = m[i][0]
uname = m[i][1]
try:
self.list.append((userid, unicode(uname, 'utf-8')))
except:
a = 1
#print uname
pagenum += 1
print "finished. ", len(self.list), " friends were found."
return self.list
def publish(self, content):
page = 'http://shell.renren.com/'+self.uid+'/status'
data = {'content': content, 'hostid': self.uid, 'requestToken': self.tok, '_rtk': self.rtk, 'channel': 'renren'}
req = urllib2.Request(page, urllib.urlencode(data))
res = urllib2.urlopen(req).read()
return res
def get_my_uid(self):
return self.uid
if __name__ == "__main__":
list = FriendList()
list.login("sonicmisora@126.com", "xy")
print list.publish("this is test content")
#print list.get_list() | [
"sonicmisora@126.com"
] | sonicmisora@126.com |
4385af14e7bfbf4370211e5f80885c186af53501 | 239e93243ff9df4baf5278fbe9a8121a024d033f | /build/ROS-Academy-for-Beginners/navigation_sim_demo/catkin_generated/pkg.installspace.context.pc.py | acb7104b7274da97bf966224d3e5458a44e92fa3 | [] | no_license | lhtsw1/experiment_at_1124 | 7192554d813a0fab320e721db42fba2ab77fb6f2 | 5c3016f903cc8baccef5af76cb4d050dc740e4e6 | refs/heads/master | 2020-09-16T09:54:37.433261 | 2019-11-24T11:23:18 | 2019-11-24T11:23:18 | 223,732,914 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 387 | py | # generated from catkin/cmake/template/pkg.context.pc.in
CATKIN_PACKAGE_PREFIX = ""
PROJECT_PKG_CONFIG_INCLUDE_DIRS = "".split(';') if "" != "" else []
PROJECT_CATKIN_DEPENDS = "urdf;xacro".replace(';', ' ')
PKG_CONFIG_LIBRARIES_WITH_PREFIX = "".split(';') if "" != "" else []
PROJECT_NAME = "navigation_sim_demo"
PROJECT_SPACE_DIR = "/home/lht/robots/install"
PROJECT_VERSION = "0.0.1"
| [
"lhtsw1@sjtu.edu.cn"
] | lhtsw1@sjtu.edu.cn |
9ec9f95899aec565605da89f2d4e864571d320d9 | d554b1aa8b70fddf81da8988b4aaa43788fede88 | /5 - Notebooks e Data/1 - Análises numéricas/Arquivos David/Atualizados/logDicas-master/data/2019-1/223/users/3113/codes/1679_1100.py | a55b3972ba6f87e44e9892302818bd9371515644 | [] | no_license | JosephLevinthal/Research-projects | a3bc3ca3b09faad16f5cce5949a2279cf14742ba | 60d5fd6eb864a5181f4321e7a992812f3c2139f9 | refs/heads/master | 2022-07-31T06:43:02.686109 | 2020-05-23T00:24:26 | 2020-05-23T00:24:26 | 266,199,309 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 416 | py | # Teste seu código aos poucos.
# Não teste tudo no final, pois fica mais difícil de identificar erros.
# Ao testar sua solução, não se limite ao caso de exemplo.
X=int(input(""))
print("Entrada:",X)
if(X==2):
Y="Tartaruga"
elif(X==5):
Y="Garca"
elif(X==10):
Y="Arara"
elif(X==20):
Y="Mico-leao-dourado"
elif(X==50):
Y="Onca-pintada"
elif(X==100):
Y="Garoupa"
else:
Y="Invalido"
print("Animal:",Y)
| [
"jvlo@icomp.ufam.edu.br"
] | jvlo@icomp.ufam.edu.br |
fe97c9c4a0fddc1d5245d933ab9c4089fa71efb6 | 719f74716918f8f5306c37e3a9d1aa25126f2c03 | /新しいフォルダー/exp/ActorCritic/09_AdvantageActorCritic_16ep_return/model.py | e776847bd7fe2994c15c0809ba6da00b7b94abe1 | [] | no_license | kaznyan/temp | 88b3a89050821cd4839af8a23d56f72d0abb76a8 | 85c6032e43b1d9880e6782cffcb0218657f1a8d5 | refs/heads/master | 2022-12-12T15:29:00.565593 | 2020-09-24T06:21:42 | 2020-09-24T06:21:42 | 278,224,280 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,615 | py | import torch
import torch.nn as nn
import torch.nn.functional as F
import numpy as np
from config import gamma
class QNet(nn.Module):
def __init__(self, num_inputs, num_outputs):
super(QNet, self).__init__()
self.num_inputs = num_inputs
self.num_outputs = num_outputs
self.fc = nn.Linear(num_inputs, 128)
self.fc_actor = nn.Linear(128, num_outputs)
self.fc_critic = nn.Linear(128, 1)
for m in self.modules():
if isinstance(m, nn.Linear):
nn.init.xavier_uniform(m.weight)
def forward(self, input):
x = F.relu(self.fc(input))
policy = F.softmax(self.fc_actor(x))
value = self.fc_critic(x)
return policy, value
@classmethod
def train_model(cls, net, optimizer, memory_list):
batch_list = [x.sample() for x in memory_list]
states_list = []
next_states_list = []
actions_list = []
# rewards_list = []
returns_list = []
for batch in batch_list:
states = torch.stack(batch.state).view(-1, net.num_inputs)
next_states = torch.stack(batch.next_state)
actions = torch.stack(batch.action)
rewards = torch.Tensor(batch.reward)
masks = torch.Tensor(batch.mask)
### 1epの軌跡から厳密なrewardを求められる
_, last_value = net(next_states[-1]) ### 最後の状態の価値だけ評価する
temp_return = last_value[0].data
returns = torch.zeros(rewards.size())
for t in reversed(range(0, len(rewards))):
temp_return = rewards[t] + gamma * temp_return * masks[t]
returns[t] = temp_return
### concatするための一時置き場
states_list.append(states)
next_states_list.append(next_states)
actions_list.append(actions)
returns_list.append(returns)
### concatして学習の準備完了
states = torch.cat(states_list, dim=0)
next_states = torch.cat(next_states_list, dim=0)
actions = torch.cat(actions_list, dim=0)
returns = torch.cat(returns_list, dim=0)
### 満を持して、まとめて評価する
policy, value = net(states)
policy = policy.view(-1, net.num_outputs)
value = value.view(-1)
### 価値関数Vの更新：TD誤差を0に近づけること
td_error = returns - value.detach()
loss_value = torch.pow(td_error, 2).view(-1, 1)
### 方策の更新：方策勾配法っぽいもの ベースラインとしてVを用いる
log_policy = (torch.log(policy + 1e-10) * actions).sum(dim=1, keepdim=True)
loss_policy = - log_policy.view(-1, 1) * td_error.view(-1, 1)
### policyのentropyを大きくすることで探索を促進する
entropy = (torch.log(policy + 1e-10) * policy).sum(dim=1, keepdim=True).view(-1, 1)
### 2つのLossを足してentropyを引いたものをlossとする
### 重みが1:1:0.1 なのはあまりに適当な気がするが……
loss = (loss_policy + loss_value - 0.1 * entropy).sum()
optimizer.zero_grad()
loss.backward()
optimizer.step()
return loss, loss_policy.mean().item(), loss_value.mean().item()
# return loss
def get_action(self, input):
policy, _ = self.forward(input)
policy = policy[0].data.numpy()
action = np.random.choice(self.num_outputs, 1, p=policy)[0]
return action
| [
"kazzz17777@gmail.com"
] | kazzz17777@gmail.com |
b9464a2e0ee57271ea62fdd620998eaf44debd29 | 10d98fecb882d4c84595364f715f4e8b8309a66f | /covid_epidemiology/src/models/shared/output_utils.py | 774adb21cb78d9ee754464ef2a9691cbcce537a1 | [
"CC-BY-4.0",
"Apache-2.0"
] | permissive | afcarl/google-research | 51c7b70d176c0d70a5ee31ea1d87590f3d6c6f42 | 320a49f768cea27200044c0d12f394aa6c795feb | refs/heads/master | 2021-12-02T18:36:03.760434 | 2021-09-30T20:59:01 | 2021-09-30T21:07:02 | 156,725,548 | 1 | 0 | Apache-2.0 | 2018-11-08T15:13:53 | 2018-11-08T15:13:52 | null | UTF-8 | Python | false | false | 4,592 | py | # coding=utf-8
# Copyright 2021 The Google Research Authors.
#
# 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.
"""Utilities for dealing with model output including Tensorboard."""
import json
import logging
import os
import random
import time
from dataclasses import dataclass
from google import api_core
from google.cloud import storage
from covid_epidemiology.src import constants
@dataclass
class TensorboardConfig:
"""Class for holding Tensorboard configuration information."""
mode: str
gcs_directory: str = 'unknown_experiment/unknown_run'
gcs_bucket_name: str = constants.TENSORBOARD_BUCKET
local_directory: str = constants.TENSORBOARD_LOCAL_DIR
log_iterations: int = constants.TENSORBOARD_LOG_ITERATIONS
# The profiler only avilable in TensorFlow >= 2.2
use_profiler: bool = True
profiler_start: int = 10
profiler_end: int = 15
def bucket(self, project=None):
client = storage.Client(project)
return client.bucket(self.gcs_bucket_name)
@property
def log_location(self):
return self.local_directory if self.mode == 'LOCAL' else self.gcs_url
@property
def enabled(self):
return self.mode != constants.TENSORBOARD_OFF
@property
def gcs_url(self):
return os.path.join(
'gs://',
self.gcs_bucket_name,
self.gcs_directory,
)
def upload_local_directory_to_gcs(local_directory, bucket,
gcs_path):
"""Uploads all files in a directory to GCS recursively.
Args:
local_directory: The base directory.
bucket: The GCS bucket object to upload the data
gcs_path: The base "directory" to upload the files to.
"""
for entry in os.scandir(local_directory,):
local_path = entry.path
local_subdir = local_path[1 + len(local_directory):]
if entry.is_file():
remote_path = os.path.join(gcs_path, local_subdir)
blob = bucket.blob(remote_path)
blob.upload_from_filename(local_path)
elif entry.is_dir():
upload_local_directory_to_gcs(local_path, bucket,
os.path.join(gcs_path, local_subdir))
def write_tensorboard_metadata(tensorboard_config,
output_filename):
"""Writes the metadata for tensorboard if it is enabled."""
if tensorboard_config.enabled:
if tensorboard_config.mode == 'LOCAL':
upload_local_directory_to_gcs(
tensorboard_config.local_directory,
tensorboard_config.bucket(),
tensorboard_config.gcs_directory,
)
# This only works with a GCS path. It does not work with a local path.
metadata = {
'outputs': [{
'type': 'tensorboard',
'source': tensorboard_config.gcs_url,
}]
}
with open(output_filename, 'w') as f:
json.dump(metadata, f)
def upload_string_to_gcs(
output_data,
output_bucket,
output_filename,
gcs_client = None,
num_retries = 5,
base_retry_delay = 4.0,
max_retry_delay = 120,
):
"""Uploads a string to GCS with retries.
Retries using exponential backoff with full jitter when a handled exception is
thrown.
Args:
output_data: The string to be uploaded.
output_bucket: The bucket where the string will be uploaded.
output_filename: The file's name.
gcs_client: The storage client for the project.
num_retries: The maximum number of retries
base_retry_delay: The maximum initial time to wait before retrying.
max_retry_delay: The maximum total time to wait before retrying.
"""
if gcs_client is None:
gcs_client = storage.Client(project=constants.PROJECT_ID_MODEL_TRAINING)
for retry in range(num_retries + 1):
try:
output_bucket = gcs_client.get_bucket(output_bucket)
output_blob = output_bucket.blob(output_filename)
output_blob.upload_from_string(output_data)
break
except api_core.exceptions.Forbidden as e:
if retry >= num_retries:
raise
logging.warning('Retrying GCS upload: %s', e)
time.sleep(
random.uniform(0, min(max_retry_delay, base_retry_delay * 2**retry)))
| [
"copybara-worker@google.com"
] | copybara-worker@google.com |
41c598c7131b453e6ff11fbb7c4216da4a3bad8b | 73758dde83d1a1823c103e1a4ba71e7c95168f71 | /nsd2008/py01/day05/login.py | 41b2a5b3856835bdf645d86b39c1113f9812d3e2 | [] | no_license | tonggh220/md_5_nsd_notes | 07ffdee7c23963a7a461f2a2340143b0e97bd9e1 | a58a021ad4c7fbdf7df327424dc518f4044c5116 | refs/heads/master | 2023-07-02T01:34:38.798929 | 2021-05-12T08:48:40 | 2021-05-12T08:48:40 | 393,885,415 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 1,094 | py | import getpass
userdb = {}
def register():
'用于新用户注册'
user = input("username: ").strip()
if user == "":
print("用户名不能为空")
elif user in userdb:
print("用户已存在")
else:
password = input("password: ")
userdb[user] = password
print("注册成功")
def login():
'用于登陆'
user = input("username: ").strip()
passwd = getpass.getpass("password: ")
# if (user in userdb) and (userdb[user] == passwd):
if userdb.get(user) == passwd:
print("登陆成功")
else:
print("登陆失败")
def show_menu():
'程序主体，实现代码逻辑'
funcs = {'0': register, '1': login}
prompt = """(0) 注册
(1) 登陆
(2) 退出
请选择(0/1/2): """
while 1:
choice = input(prompt).strip()
if choice not in ['0', '1', '2']:
print("无效的输入，请重试。")
continue
if choice == '2':
print('Bye-bye')
break
funcs[choice]()
if __name__ == '__main__':
show_menu()
| [
"zhangzg@tedu.cn"
] | zhangzg@tedu.cn |
4fcde1e97cc66bdd6eb69e1c0f58e1647609e720 | 6f5a31edf7b866e3a91afb5d3c1b0677275e2c59 | /realtors/serializers.py | 6b5f731d881985746c9c37c77819ba8483127130 | [] | no_license | NestorMonroy/Real-Estate | f492c2042086c670e2e1f5fc47e5e213166af66b | 33ca1fa7c2ef08493f9cf8419ab3a0e823771c71 | refs/heads/master | 2022-12-30T05:33:21.107133 | 2020-10-18T02:00:42 | 2020-10-18T02:00:42 | 304,692,366 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 198 | py | from rest_framework import serializers
from .models import Realtor
class RealtorSerializer(serializers.ModelSerializer):
class Meta:
model = Realtor
fields = '__all__'
| [
"nestor.monrot.90@gmail.com"
] | nestor.monrot.90@gmail.com |
418e530109dbe44fd03e34bb7783face1a1f94bf | 9f21540f834da3cbb3c5cc5d69d5a23642fa54bf | /Tractor.py | eb86b2f8358ce51be2f3f153026e64894bba62d6 | [] | no_license | turnip314/Tractor | da76ca056c0111c5abffa378cf190e479add6507 | 6a8107a293a1cb5e5854e24ae069423ac3845d5c | refs/heads/master | 2020-04-16T12:33:10.830405 | 2019-01-15T06:47:16 | 2019-01-15T06:47:16 | 165,584,340 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 65,030 | py | import simplegui
import random
import math
#buttons!
#180 by 80
start_button_img = simplegui.load_image("http://i.imgur.com/8msYc3y.png")
help_button_img = simplegui.load_image("http://i.imgur.com/DUoVUUW.png")
settings_button_img = simplegui.load_image("http://i.imgur.com/PcNyt1l.png")
#100 by 40
deal_button_img = simplegui.load_image("http://i.imgur.com/6PJvLHk.png")
#30 by 30
home_button_img = simplegui.load_image("http://i.imgur.com/4NdWXyZ.png")
#92 by 72 (not 90 by 70 because I am stupid)
cpu1_button_img = simplegui.load_image("http://i.imgur.com/icpVOLG.png")
cpu2_button_img = simplegui.load_image("http://i.imgur.com/uWmq8qy.png")
cpu3_button_img = simplegui.load_image("http://i.imgur.com/C3sTdQY.png")
#82 by 52
on_off_button_img = simplegui.load_image("http://i.imgur.com/GRpjCS4.png")
animation_speed_img = simplegui.load_image("http://i.imgur.com/kcgeaya.png")
#70 by 70
sound_max_img = simplegui.load_image("http://i.imgur.com/Hk3ogQE.png")
sound_two_img = simplegui.load_image("http://i.imgur.com/TR2UWFq.png")
sound_one_img = simplegui.load_image("http://i.imgur.com/TPzGvYm.png")
sound_off_img = simplegui.load_image("http://i.imgur.com/V47PemX.png")
music_on_img = simplegui.load_image("http://i.imgur.com/9eAciKY.png")
music_off_img = simplegui.load_image("http://i.imgur.com/dpDW6qV.png")
#70 by 30
play_button_img = simplegui.load_image("http://i.imgur.com/65MI8an.png")
deposit_button_img = simplegui.load_image("http://i.imgur.com/AvYk3zO.png")
sort_button_img = simplegui.load_image("http://i.imgur.com/Z0A891Q.png")
random_button_img = simplegui.load_image("http://i.imgur.com/CjlFXZb.png")
#20 by 20
hourglass_img = simplegui.load_image("http://i.imgur.com/8c5hNPI.png")
#240 by 160
title_img = simplegui.load_image("http://i.imgur.com/KjCoQJm.png")
#sounds
play_sound = simplegui.load_sound("http://vocaroo.com/media_command.php?media=s1359SPwBdY0&command=download_mp3")
deal_sound = simplegui.load_sound("http://vocaroo.com/media_command.php?media=s0U55DIbtLp3&command=download_mp3")
button_sound = simplegui.load_sound("https://freesound.org/data/previews/257/257357_4781497-lq.mp3")
loss_sound = simplegui.load_sound("https://freesound.org/data/previews/194/194624_3544016-lq.mp3")
win_sound = simplegui.load_sound("http://vocaroo.com/media_command.php?media=s1VmygHm4fUV&command=download_mp3")
#music
music1 = simplegui.load_sound("http://vocaroo.com/media_command.php?media=s0zTEimtfvV4&command=download_mp3")
music2 = simplegui.load_sound("http://66.90.93.122/ost/pokemon-trading-card-game/zjwcafgylp/17-credits.mp3")
music3 = simplegui.load_sound("http://66.90.93.122/ost/tetris-gameboy-rip-/eeeughvtth/tetris-gameboy-02.mp3")
music4 = simplegui.load_sound("http://66.90.93.122/ost/las-vegas-casino-atari-8-bit-/yiqfqsktqt/02-black-jack.mp3")
music5 = simplegui.load_sound("http://66.90.93.122/ost/las-vegas-casino-atari-8-bit-/yiqfqsktqt/02-black-jack.mp3")
music6 = simplegui.load_sound("")
soundtracks = {0:music1, 1:music2, 2:music3, 3:music4, 4:music5, 5:music6}
for i in soundtracks:
soundtracks[i].set_volume(0.15)
soundtrack_num = 0
#load win/lose images
#400 by 100
blackjack_msg = simplegui.load_image("http://i.imgur.com/EKRkEtC.png")
win_msg = simplegui.load_image("http://i.imgur.com/QlzjBer.png")
lose_msg = simplegui.load_image("http://i.imgur.com/HwFd9Td.png")
#suits image 200 by 200
suits_image = simplegui.load_image("http://i.imgur.com/H7uTKYI.png")
# load card sprite - 949x392 - source: jfitz.com
CARD_SIZE = (73, 98)
CARD_CENTER = (36.5, 49)
card_images = simplegui.load_image("http://commondatastorage.googleapis.com/codeskulptor-assets/cards.jfitz.png")
joker_images = simplegui.load_image("http://i.imgur.com/5Ide7rb.jpg")
JOKER_SIZE = (260, 358) #261.5
JOKER_CENTER = (130.75, 179) #130.75
CARD_BACK_SIZE = (71, 96)
CARD_BACK_CENTER = (35.5, 48)
card_back = simplegui.load_image("http://commondatastorage.googleapis.com/codeskulptor-assets/card_back.png")
# initialize global variables
# global variables specific to a game
# are stored in home() function
start_buttons = []
setting_buttons = []
help_buttons = []
AI_difficulty = {0:0, 1:1, 2:1, 3:1}
animation = True
animation_speed = 2
deal_timer = 10
spin_timer = 0
volume = 1
# define global constants for cards:
# tuples for suits and ranks
# dictionary of values
SUITS = ('C','S','H','D')
SUITS_IMAGE_ORDER = ('S', 'H', 'D','C')
RANKS = ('A','2','3','4','5','6',
'7','8','9','10','J','Q','K')
VALUES = {'A':14,'2':2,'3':3,
'4':4,'5':5,'6':6,
'7':7,'8':8,'9':9,
'10':10,'J':11,
'Q':12,'K':13, "Joker": 15}
POINTS = {'A':0,'2':0,'3':0,
'4':0,'5':5,'6':0,
'7':0,'8':0,'9':0,
'10':10,'J':0,
'Q':0,'K':10, "Joker": 0}
# text on help page
help_text = [[[20, 50], "Welcome to Sheng Ji, a traditional Chinese card game! This help page is "],
[[20, 75], "meant as a reference only. For a full set of rules, please refer to the site:"],
[[20, 100], "https://goo.gl/XGU4p1"],
[[20, 135], "Points cards:"],
[[20, 160], "Rank: 5 Rank: 10 Rank: K"],
[[20, 185], "Points: 5 Points: 10 Points:10"],
[[20, 220], "Card Values:"],
[[20, 245], "Rank: 2 3 4 5 6 7 8 9 10 J Q K A Joker"],
[[20, 270], "Value: 2 3 4 5 6 7 8 9 10 11 12 13 14 15"],
[[20, 305], "The power group is all cards with suit = power suit or value = level, "],
[[20, 330], "as well as the Joker. The power suit is displayed in the center of "],
[[20, 355], "the game. All remaining cards are split into groups corresponding to "],
[[20, 380], "their suits. On every turn, each player must put down a card of the same "],
[[20, 405], "group as the first card played that round. "],
[[20, 440], "The strength of cards in order from highest to lowest"],
[[20, 465], "is Red Joker, Black Joker, Power Suit level card, "],
[[20, 490], "remaining level cards, remaining power group cards"],
[[20, 515], "from highes to lowest value, remaining cards (of same "],
[[20, 540], "group) from highest to lowest value." ]
]
# buttons!
class Button:
def __init__(self, pos1, pos2, image, link):
self.pos1 = pos1
self.pos2 = pos2
self.image = image
self.link = link
self.clicked = False
def draw(self, canvas):
if self.image != None:
size_x, size_y = self.pos2[0] - self.pos1[0], self.pos2[1] - self.pos1[1]
pos_x, pos_y = (self.pos2[0] + self.pos1[0])/2.0, (self.pos2[1] + self.pos1[1])/2.0
canvas.draw_image(self.image, (size_x/2, size_y/2), (size_x, size_y), \
(pos_x, pos_y), (size_x, size_y))
# following are the texts that specific button show
if self.link == "Confirm Yes":
canvas.draw_text("Yes", [self.pos1[0], self.pos2[1]], 25, 'black')
elif self.link == "Confirm No":
canvas.draw_text("No", [self.pos1[0], self.pos2[1]], 25, 'black')
elif self in setting_buttons:
if self.link[5:] == "difficulty":
canvas.draw_text(str(AI_difficulty[int(self.link[3])]), [self.pos1[0]+35, self.pos2[1]+30], 30, 'Black')
elif self.link == "Animation":
if animation:
canvas.draw_text("On", [self.pos2[0] + 15, self.pos2[1]-15], 30, 'black')
else:
canvas.draw_text("Off", [self.pos2[0] + 15, self.pos2[1]-15], 30, 'black')
elif self.link == "Animation Speed":
canvas.draw_text(str(animation_speed), [self.pos2[0] + 20, self.pos2[1]-15], 30, 'black')
elif self.link == 'Back':
canvas.draw_text('Back', [self.pos1[0], self.pos2[1]-5], 25, 'black')
def click(self, position):
global playing, temp_playing, animation, animation_speed, volume, soundtrack_num
if self.pos1[0] <= position[0] <= self.pos2[0] and self.pos1[1] <= position[1] <= self.pos2[1]:
# :,)
button_sound.rewind()
button_sound.play()
# performs actions of buttons
# start buttons take you to different pages
if self.link == "Start":
start_new_game()
elif self.link == "Settings":
playing = "Settings"
elif self.link == "Help":
playing = "Help"
# adjusts skill levels of the cpu
elif self.link == "cpu1_difficulty":
AI_difficulty[1] = (AI_difficulty[1]+1)%3
elif self.link == "cpu2_difficulty":
AI_difficulty[2] = (AI_difficulty[2]+1)%3
elif self.link == "cpu3_difficulty":
AI_difficulty[3] = (AI_difficulty[3]+1)%3
# controls animation on/off, volume, and music
elif self.link == "Animation":
if animation:
animation = False
else:
animation = True
elif self.link == "Animation Speed":
if animation_speed == 4:
animation_speed = 1
else:
animation_speed += 1
elif self.link == "Sound":
if volume == 0:
self.image = sound_one_img
change_volume(0.33)
volume = 0.33
elif volume == 0.33:
self.image = sound_two_img
change_volume(0.66)
volume = 0.66
elif volume == 0.66:
self.image = sound_max_img
change_volume(1)
volume = 1
else:
self.image = sound_off_img
change_volume(0)
volume = 0
elif self.link == "Music":
soundtracks[soundtrack_num].rewind()
soundtrack_num = (soundtrack_num + 1)%6
if soundtrack_num == 5:
self.image = music_off_img
elif soundtrack_num == 0:
self.image = music_on_img
# in game buttons
elif self.link == "Deal":
deal()
elif self.link == "Deposit" and selected_card != None:
play_deposit(selected_card, player_hand, len(deposit))
elif self.link == "Deposit Random":
play_deposit(random.choice(player_hand.cards), player_hand, len(deposit))
elif self.link == "Play":
if selected_card != None:
play_card(selected_card, player_hand)
elif self.link == "Play Random":
decide_move(player_hand)
elif self.link == "Sort":
sort(player_hand.cards, 0)
elif self.link == "Back":
playing = "Home"
# quit game and confirm quit buttons
elif self.link == "Quit":
temp_playing = playing
playing = "Confirm"
deal_sound.rewind()
elif self.link == "Confirm Yes":
home()
elif self.link == "Confirm No":
playing = temp_playing
# define card class
class Card:
def __init__(self, suit, rank,):
self.suit = suit
self.rank = rank
self.pos = [300, 300]
def __str__(self):
return self.suit + self.rank
def get_suit(self):
return self.suit
def get_rank(self):
return self.rank
def get_group(self):
# returns what group the card belongs to
if self.suit == power_suit:
return 'power'
if VALUES[self.rank] == level:
return 'power'
if self.get_rank() == "Joker":
return 'power'
return self.suit
def draw(self, canvas, direction):
if self.rank != "Joker":
card_img_loc = (CARD_CENTER[0] + RANKS.index(self.rank)*CARD_SIZE[0],
CARD_CENTER[1] + SUITS.index(self.suit)*CARD_SIZE[1])
canvas.draw_image(card_images,
card_img_loc,
CARD_SIZE,
self.pos,
CARD_SIZE,
direction)
else:
joker_img_loc = [JOKER_CENTER[0], JOKER_CENTER[1]]
if self.suit == "H":
joker_img_loc[0] += JOKER_SIZE[0]
canvas.draw_image(joker_images,
joker_img_loc,
JOKER_SIZE,
self.pos,
CARD_SIZE,
direction)
def draw_back(self, canvas, direction):
canvas.draw_image(card_back,
CARD_BACK_CENTER,
CARD_BACK_SIZE,
self.pos,
CARD_BACK_SIZE,
direction)
# define hand class
class Hand:
def __init__(self):
self.cards = []
def __str__(self):
s = ""
for card in self.cards:
s += str(card) + " "
return s
self.cards.append(card)
def draw(self, canvas, pos, direction):
# determines position of cards by spacing them by 20 and centering
for card in self.cards:
if self == player_hand:
dy = 0
if card == selected_card:
dy = 10
card.pos = [pos[0]-10*len(self.cards) + 20*self.cards.index(card), pos[1] - dy]
card.draw(canvas, direction)
elif self == cpu1_hand:
card.pos = [pos[0], pos[1] - 10*len(self.cards) + 20*self.cards.index(card)]
card.draw_back(canvas, direction)
elif self == cpu2_hand:
card.pos = [pos[0]-10*len(self.cards) + 20*self.cards.index(card), pos[1]]
card.draw_back(canvas, direction)
else:
card.pos = [pos[0], pos[1] - 10*len(self.cards) + 20*self.cards.index(card)]
card.draw_back(canvas, direction)
# define deck class
class Deck:
def __init__(self):
self.cards = []
for i in range(len(SUITS)):
for j in range(len(RANKS)):
self.cards.append(Card(SUITS[i],RANKS[j]))
self.cards.append(Card("H", "Joker"))
self.cards.append(Card("S", "Joker"))
def shuffle(self):
random.shuffle(self.cards)
def deal_card(self, i):
return self.cards[i]
def __str__(self):
s = ""
for card in self.cards:
s += str(card) + " "
return s
def draw(self, canvas):
for i in range(int(math.ceil(len(self.cards)/8.0))):
canvas.draw_image(card_back,
CARD_BACK_CENTER,
CARD_BACK_SIZE,
[295+i, 295+i],
CARD_BACK_SIZE,
0)
# function for changing volume in settings
def change_volume(volume):
play_sound.set_volume(volume)
deal_sound.set_volume(volume)
button_sound.set_volume(volume)
loss_sound.set_volume(volume)
win_sound.set_volume(volume)
for i in range(6):
soundtracks[i].set_volume(0.15*volume)
#AI for deciding move
def decide_move(hand):
skill = AI_difficulty[turn]
# if player is first to go in a round
# will play a power card if it has enough to spare
# player who played deposit may or may not play power
# depending on if deposited points are worth
# saving
if len(played_cards) == 0 and skill >= 1:
power_count = 0.0
for card in hand.cards:
if card.get_group() == 'power':
power_count += 1.0
if power_count == 1.0: #to save last power card
power_count = 0
# this is the player that played deposit, will
# likely play power if there are points to be saved
if deposit_turn == turn:
if get_points(deposit) >= 10 and power_count/len(hand.cards) > 0.33 and \
('power' in known_groups[(turn+1)%4] and 'power' in known_groups[(turn+3)%4]):
for card in hand.cards:
# this is to ensure they don't always play smallest power card
if card.get_group() == 'power' and random.random() > 0.7:
play_card(card, hand)
return
# a player will play power if they have enough to
# spare, to drain power cards of opponents
elif power_count/len(hand.cards) > 0.33 and ('power' in known_groups[(turn+1)%4] and 'power' in known_groups[(turn+3)%4]):
for card in hand.cards:
if card.get_group() == 'power' and random.random() > 0.7:
play_card(card, hand)
return
# highest skill player will play largest card in non power group
# (this is a common move among actual players)
if skill == 2:
for card in hand.cards:
if VALUES[card.get_rank()] >= 13 and str(card) not in power_group:
if str(unplayed[card.get_group()][-1]) == str(card):
play_card(card, hand)
return
# play random in all other cases, as it doesn't really matter
card = random.choice(hand.cards)
if POINTS[card.get_rank()] > 0 and random.random() > 0.7:
play_card(card, hand)
return
play_card(random.choice(hand.cards), hand)
return
elif len(played_cards) == 0: #skill = 0
play_card(random.choice(hand.cards), hand)
return
# all the code that follows are if you're not first to go in a turn
# group cards is all cards of hand that have same group as the initial
# group. played group is group of first card played
group_cards = []
played_group = played_cards[0].get_group()
for card in hand.cards:
if card.get_group() == played_group:
group_cards.append(card)
# max_played is largest card played so far in turn
max_played = get_max(played_cards)
# if you only have one group card, that's the only card you can play
if len(group_cards) == 1:
play_card(group_cards[0], hand)
return
# on weakest skill level, the AI will just play any
# card that is allowed, at random
if skill == 0:
if len(group_cards) > 0:
play_card(random.choice(group_cards), hand)
return
else:
play_card(random.choice(hand.cards), hand)
return
# Medium skill level
elif skill == 1:
# if 10+ points are present, try to top the opponent's cards
if get_points(played_cards) >= 10:
if len(group_cards) > 0:
for card in group_cards:
if compare(max_played, card)[1] == card:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
else:
for card in hand.cards:
if compare(max_played, card)[1] == card:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
elif len(group_cards) > 0:
# if you are last to play and your partner is leading the round,
# play a points card
if (init_turn - turn)%4 == 1:
if played_cards.index(max_played) == 1:
for card in group_cards:
if POINTS[card.get_rank()] > 0:
play_card(card, hand)
return
# play random if you are not last to move, or if you can't win
# the round
forfeit(group_cards, hand)
return
else:
play_card(random.choice(group_cards), hand)
return
else:
# same as before, but in the case that you are out of group cards
if (init_turn - turn)%4 == 1:
if played_cards.index(max_played) == 1:
for card in hand.cards:
if POINTS[card.get_rank()] == 10:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
else:
play_card(random.choice(hand.cards), hand)
return
# Highest Skill Level
# decides move if player is last to go in a round
if (init_turn - turn)%4 == 1:
# if partner is already winning round, either
# place points or place smallest card you can
if played_cards.index(max_played) == 1:
if len(group_cards) > 0:
for card in group_cards:
if POINTS[card.get_rank()] > 0:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
forfeit(group_cards, hand)
return
# if there are points to be won, place the smallest
# card possible that will win the round
# otherwise, place smallest card possible
elif get_points(played_cards) >= 10:
if len(group_cards) > 0:
for card in group_cards:
if compare(card, max_played)[1] == card:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
elif played_group != "power":
for card in hand.cards:
if card.get_group() == "power" and POINTS[card.get_rank()] > 0:
play_card(card, hand)
return
for card in hand.cards:
if card.get_group() == "power":
play_card(card, hand)
return
elif len(group_cards) > 0:
forfeit(group_cards, hand)
return
forfeit(group_cards, hand)
return
# if second to last to move
elif (turn - init_turn)%4 == 2:
#if your partner currently has largest card
if played_cards.index(max_played) == 0:
if len(group_cards) > 0:
# if last player still has cards of suit
if played_group in known_groups[(turn+1)%4]:
for card in group_cards:
# will risk playing a points card with a probability
# 1 / number of cards unplayed that is greater than it
if POINTS[card.get_rank()] == 10:
for i in range(len(unplayed[played_group])):
if compare(card, unplayed[played_group][-i])[1] == card:
if random.random() < 1.0/(i+1):
play_card(card, hand)
return
# will otherwise just play largest non-points card unless power
if played_group != 'power':
for i in range(len(group_cards)):
if POINTS[group_cards[-i].get_rank()] == 0:
play_card(group_cards[-1], hand)
return
# will otherwise just play smallest card
forfeit(group_cards, hand)
return
#if last player has power cards
elif 'power' in known_groups[(turn+1)%4]:
forfeit(group_cards, hand)
return
for card in group_cards:
if POINTS[card.get_rank()] > 0:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
# if partner not in lead
else:
if played_group in known_groups[(turn+1)%4]:
# check if other player can possibly top your teammate
for card in hand.cards:
if POINTS[card.get_rank()] > 0 and compare(max_played, card)[1] == card:
for i in range(len(unplayed[played_group])):
if compare(max_played, unplayed[played_group][-i])[1] == max_played:
if random.random() < 1.0/(i+1):
play_card(card, hand)
return
forfeit(group_cards, hand)
return
# if opponent is out of group but has power
elif 'power' in known_groups[(turn+1)%4]:
if get_points(played_cards) >= 10 or random.random() > 0.6:
if len(hand.cards) >= 3:
play_card(hand.cards[-3], hand)
return
else:
play_card(hand.cards[-1], hand)
return
else:
forfeit(group_cards, hand)
return
# if opponent is out of group and power, you're guaranteed
# a win. Play points if possible
else:
for card in hand.cards:
if POINTS[card.get_rank()] == 10:
play_card(card, hand)
return
for card in hand.cards:
if POINTS[card.get_rank()] == 5:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
#if your partner isn't in the lead
else:
if len(group_cards) > 0:
# if next player is out of cards of this group
# but has power card, forfeit the round
if played_group not in known_groups[(turn+1)%4] and 'power' in known_groups[(turn+1)%4]:
forfeit(group_cards, hand)
return
# if points were played or can be played, play your largest card
# if it's larger than the current largest card
# otherwise, forfeit the round
elif get_points(played_cards) >= 10 or (get_points(unplayed[played_group]) >= 15 and random.random() < 1.0/(len(unplayed[played_group]))):
if compare(max_played, group_cards[-1])[1] == group_cards[-1]:
play_card(group_cards[-1], hand)
return
forfeit(group_cards, hand)
return
# if your largest card is a points card, play with probability
# 1 / number of cards left larger than it + 1
elif POINTS[group_cards[-1].get_rank()] > 10 and compare(group_cards[-1], max_played)[1] == group_cards[-1]:
for i in range(len(unplayed[played_group])):
if compare(group_cards[-1], unplayed[played_group][-i])[1] == group_cards[-1] and random.random() < 1.0/(i+1):
play_card(group_cards[-1], hand)
return
forfeit(group_cards, hand)
return
# otherwise, forfeit the round
forfeit(group_cards, hand)
return
else:
# same as before, will play power card if points to be won
if get_points(played_cards) >= 10 or (get_points(unplayed[played_group]) >= 15 and random.random() < 1.0/(len(unplayed[played_group]))):
for card in hand.cards:
if card.get_group() == 'power':
play_card(card, hand)
return
forfeit(group_cards, hand)
return
forfeit(group_cards, hand)
return
# if second to move
else:
if len(group_cards) > 0:
# if your partner can play power card, give a point card
if played_group not in known_groups[(turn+2)%4] and 'power' in known_groups[(turn+2)%4]:
for card in group_cards:
if POINTS[card.get_rank()] == 10:
play_card(card, hand)
return
for card in group_cards:
if POINTS[card.get_rank()] == 5:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
# if your partner can't play power but opponent can, forfeit
elif played_group not in known_groups[(turn+1)%4] and 'power' in known_groups[(turn+1)%4]:
forfeit(group_cards, hand)
return
# if neither can play random card
else:
# if your largest card is a points card, play it with
# 1 / number of cards larger probability
for card in group_cards:
if POINTS[card.get_rank()] == 10 and compare(card, max_played)[1] == card:
for i in range(len(unplayed[played_group])):
if compare(card, unplayed[played_group][-i])[1] == card and random.random() < 1.0/(i+1):
play_card(card, hand)
return
play_card(random.choice(group_cards), hand)
return
else:
# if your partner can play power card, give a point card
if played_group not in known_groups[(turn+2)%4] and 'power' in known_groups[(turn+2)%4]:
for card in hand.cards:
if POINTS[card.get_rank()] == 10:
play_card(card, hand)
return
for card in hand.cards:
if POINTS[card.get_rank()] == 5:
play_card(card, hand)
return
forfeit(group_cards, hand)
return
# if your partner can't play power but opponent can, forfeit
elif played_group not in known_groups[(turn+1)%4] and 'power' in known_groups[(turn+1)%4]:
forfeit(group_cards, hand)
return
else:
# if you have a point power card, play that card
for card in hand.cards:
if POINTS[card.get_rank()] == 10 and card.get_group() == 'power':
play_card(card, hand)
return
# if there are points to be won, play power card
if get_points(unplayed[played_group]) >= 10 or get_points(played_cards) >= 10 or played_group not in known_groups[(turn+2)%4]:
for card in hand.cards:
if card.get_group() == 'power':
play_card(card, hand)
return
play_card(hand.cards[0], hand)
return
forfeit(group_cards, hand)
#function for a player who has no way of taking advantage of a turn
def forfeit(group_cards, hand):
if len(group_cards) > 0:
for card in group_cards:
if POINTS[card.get_rank()] == 0:
play_card(card, hand)
return
play_card(group_cards[0], hand)
return
else:
for card in hand.cards:
if POINTS[card.get_rank()] == 0:
play_card(card, hand)
return
play_card(hand.cards[0], hand)
return
# calculate the point value of a group of cards
# by searching POINTS dictionary and adding point values
def get_points(cards):
points = 0
for i in range(len(cards)):
card = cards[i]
points += POINTS[card.get_rank()]
return points
# THIS IS NOT GET POINTS. This is for adding points cards
# to the moving (animation) list
def add_points(cards):
cards_list = []
cards_list.extend(cards)
dx = 10*len(points_cards)
shift = 0
points = []
for i in range(len(cards_list)):
card = cards_list[i]
if POINTS[card.get_rank()] > 0:
shift += 10
moving.append([card, [card.pos[0], card.pos[1]], [card.pos[0], card.pos[1]], [50+dx+shift, 50], points_cards])
cards.remove(card)
# moves cards to the discard pile
def discard(cards):
dx = 10*len(discarded)
shift = 0
for card in cards:
shift += 10
moving.append([card, [card.pos[0], card.pos[1]], [card.pos[0], card.pos[1]], [100+dx+shift, 650], discarded, cards])
# has two main functions
def play_card(card, hand):
global group, power_suit, status, turn, wait_timer
# first function is during dealing, when playing a level card
# decides the power suit and, in a stalemate, the status of
# each team
if playing == "Dealing":
if power_suit != None:
return
# if status is already decided, playing level card only
# decides power suit
elif status != None and VALUES[card.get_rank()] == level:
power_suit = card.get_suit()
return
# in a stalemate, first team to play level card becomes landlord
elif hand == player_hand or hand == cpu2_hand:
if VALUES[card.get_rank()] == player_level:
power_suit = card.get_suit()
status = 'landlord'
else:
if VALUES[card.get_rank()] == opp_level:
power_suit = card.get_suit()
status = 'peasant'
return
# second function is adding a card to played cards list
# in the middle of a round
if len(played_cards) > 0:
# if played card is not the group of the first played card
# then move is only valid if player no longer has original
# group in its hand
if played_cards[0].get_group() != card.get_group():
for hand_card in hand.cards:
if hand_card.get_group() == played_cards[0].get_group() and str(hand_card) != str(card):
print 'You have a ' + str(hand_card) + ' but tried to play a ' + str(card)
print 'You have a card of group: ' + hand_card.get_group()
print 'The original group this turn is: ' + str(played_cards[0])
return
# updates memory lists for AI (memory of which cards have been played)
if card.get_group() in known_groups[turn]:
known_groups[turn].remove(card.get_group())
for unplayed_card in unplayed[card.get_group()]:
if str(unplayed_card) == str(card):
unplayed[card.get_group()].remove(unplayed_card)
# card, start pos, current pos, end pos, dest
moving.append([card, [card.pos[0],card.pos[1]], [card.pos[0], card.pos[1]], [300 - 50*(2-turn)*((turn)%2), 300 + 50*(1-turn)*((turn+1)%2)], played_cards])
hand.cards.remove(card)
turn = (turn+1)%4
if turn == 0 and len(played_cards) < 3:
wait_timer = 80/animation_speed
else:
wait_timer = 200/animation_speed
# Used by AI to decide which cards to deposit
def decide_deposit(hand):
cards = hand.cards
suits = {'C':[], 'S':[], 'H':[], 'D':[], 'power':[]}
deposit_count = 0
for suit in SUITS:
for card in cards:
if card.get_group() == suit:
suits[suit].append(card)
for card in cards:
if card.get_group() == 'power':
suits['power'].append(card)
# will try to completely remove a non power group in deposit
for suit in SUITS:
if 0 < len(suits[suit]) <= 6:
if get_points(suits[suit]) <= 10 or len(suits['power']) >= 5:
for card in suits[suit]:
play_deposit(card, hand, deposit_count)
deposit_count += 1
if deposit_count == 6:
return
for suit in SUITS:
if len(suits[suit]) > 6:
for i in range(len(suits[suit])):
card = suits[suit][i]
play_deposit(card, hand, deposit_count)
deposit_count += 1
if deposit_count == 6:
return
for card in hand.cards:
play_deposit(card, hand, deposit_count)
deposit_count += 1
if deposit_count == 6:
return
# adds card to deposit pile
def play_deposit(card, hand, num):
#hand.cards.remove(card)
dx = 10*num
moving.append([card, [card.pos[0], card.pos[1]], [card.pos[0], card.pos[1]], [550-dx, 50], deposit, hand.cards])
# NEED power suit, played_cards, power_group, level for this to work
# compares two cards and returns as list [weaker, stronger]
def compare(card1, card2):
turn_suit = played_cards[0].get_suit()
# if card is of wrong group and not in power group, it loses automatically
if card1.get_suit() != turn_suit and str(card1) not in power_group:
return [card1, card2]
elif card2.get_suit() != turn_suit and str(card2) not in power_group:
return [card2, card1]
# power group trumps non power group
elif str(card1) in power_group and str(card2) not in power_group:
return [card2, card1]
elif str(card2) in power_group and str(card1) not in power_group:
return [card1, card2]
# if both cards not in power group, winner is higher value
elif str(card1) not in power_group:
if VALUES[card1.get_rank()] > VALUES[card2.get_rank()]:
return [card2, card1]
else:
return [card1, card2]
else:
# The rest are ranking power group comparisons within each other
# starting with HJoker, SJoker, level card power suit, level cards,
# then rank
if card1.get_rank() == "Joker":
if card2.get_rank() == "Joker" and card2.get_suit() == "H":
return [card1, card2]
elif VALUES[card1.get_rank()] == level:
if card2.get_rank() == "Joker":
return [card1, card2]
elif VALUES[card2.get_rank()] == level:
if card2.get_suit() == power_suit:
return [card1, card2]
elif VALUES[card2.get_rank()] == level:
return [card1, card2]
elif VALUES[card2.get_rank()] > VALUES[card1.get_rank()]:
return [card1, card2]
return [card2, card1]
# finds strongest card in list of cards with recursion :)
def get_max(cards):
temp_cards = []
temp_cards.extend(cards)
if len(temp_cards) == 1:
return cards[0]
else:
temp_cards.remove(compare(temp_cards[0], temp_cards[1])[0])
return get_max(temp_cards)
# finds weakest card in list of cards with recursion :)
def get_min(cards):
temp_cards = []
temp_cards.extend(cards)
if len(temp_cards) == 1:
return cards[0]
else:
temp_cards.remove(compare(temp_cards[0], temp_cards[1])[1])
return get_max(temp_cards)
# sorts cards by their respective groups, and from smallest to largest
# within those groups
def sort(cards, player):
global player_hand
temp_suits = ['H', 'C', 'S', 'D']
random.shuffle(temp_suits)
sort_cards = []
for suit in temp_suits:
for i in range(2, 15):
for card in cards:
if str(card) not in power_group and VALUES[card.get_rank()] == i and card.get_suit() == suit:
sort_cards.append(card)
for i in range(2,15):
for card in cards:
if str(card) in power_group and i != level and VALUES[card.get_rank()] == i:
sort_cards.append(card)
for card in cards:
if VALUES[card.get_rank()] == level and card.get_suit() != power_suit:
sort_cards.append(card)
for card in cards:
if VALUES[card.get_rank()] == level and card.get_suit() == power_suit:
sort_cards.append(card)
break
for suit in ['S', 'H']:
for card in cards:
if VALUES[card.get_rank()] == 15 and card.get_suit() == suit:
sort_cards.append(card)
if player == 0:
player_hand.cards = []
for i in range(len(sort_cards)):
card = sort_cards[i]
moving.append([card, [card.pos[0], card.pos[1]], [card.pos[0], card.pos[1]], [310-10*len(sort_cards) + 20*i, 500], player_hand.cards])
else:
return sort_cards
# function for ending a round
def end_round():
global peasant_points, level, player_level, opp_level, status
global power_suit, power_group, selected_card, playing
# is peasant wins last round, give them points in deposit
if (status == 'peasant' and init_turn%2 == 0) or (status == 'landlord' and init_turn%2 == 1):
peasant_points += get_points(deposit)
add_points(deposit)
# decides status of next level by seeing is peasant gained 45 points
# 75 points will level up peasants immediately
# if peasants earn fewer than 45 points, landlords level up
if peasant_points >= 45:
if status == 'peasant':
if peasant_points >= 75:
player_level += 1
status = 'landlord'
level = player_level
win_sound.play()
else:
if peasant_points >= 75:
opp_level += 1
status = 'peasant'
level = opp_level
loss_sound.play()
else:
if status == 'peasant':
opp_level += 1
level = opp_level
loss_sound.play()
else:
player_level += 1
level = player_level
win_sound.play()
# resets data for next round
peasant_points = 0
power_suit = None
power_group = []
selected_card = None
playing = "Game Over"
# initializes conditions for a new round
def initialize_round():
global turn, init_turn, deposit_turn, wait_timer, unplayed, known_groups
temp_deck = Deck()
# decides power group for round
for card in temp_deck.cards:
if card.get_suit() == power_suit:
power_group.append(str(card))
elif VALUES[card.get_rank()] == level:
power_group.append(str(card))
elif card.get_rank() == "Joker":
power_group.append(str(card))
# person who gets deposit is randomly chosen from landlords
if status == 'peasant':
deposit_turn = random.choice([1,3])
else:
deposit_turn = random.choice([0,2])
init_turn, turn = deposit_turn, deposit_turn
# adds deposit cards to respective hands
for i in range(6):
card = deck.deal_card(i)
if init_turn == 0:
moving.append([card, [300, 300], [300,300], [420 + 10*i, 500], player_hand.cards, deck.cards])
elif init_turn == 1:
moving.append([card, [300, 300], [300,300], [100, 420 + 10*i], cpu1_hand.cards, deck.cards])
elif init_turn == 2:
moving.append([card, [300, 300], [300,300], [180 - 10*i, 100], cpu2_hand.cards, deck.cards])
elif init_turn == 3:
moving.append([card, [300, 300], [300,300], [500, 180 - 10*i], cpu3_hand.cards, deck.cards])
# initializes AI memory of which player has which groups and which
# cards have not been played
known_groups = {0:['C', 'S', 'H', 'D'], 1:['C', 'S', 'H', 'D'],
2:['C', 'S', 'H', 'D'], 3:['C', 'S', 'H', 'D']}
temp_deck = Deck()
temp_deck.cards = sort(temp_deck.cards, 1)
unplayed = {}
for i in range(4):
for j in range(4):
if power_suit == known_groups[i][j]:
known_groups[i][j] = 'power'
for group in known_groups[0]:
unplayed[group] = []
for card in temp_deck.cards:
unplayed[card.get_group()].append(card)
wait_timer = 200/animation_speed
# decides the result of a turn
def end_turn():
global played_cards, turn, init_turn, peasant_points, playing, wait_timer
top_card = get_max(played_cards)
winner = (init_turn + played_cards.index(top_card))%4
# adds points if winner of turn is peasant
if (winner%2 == 0 and status == 'peasant') or (winner%2 == 1 and status == 'landlord'):
peasant_points += get_points(played_cards)
add_points(played_cards)
discard(played_cards)
# winner goes first next round
turn = winner
init_turn = winner
wait_timer = 200/animation_speed
if winner == 0:
wait_timer = 100/animation_speed
# when any player is out of cards, the round ends
if len(player_hand.cards) == 0:
playing = "End Round"
wait_timer = 200/animation_speed
# computer AI for deciding if they should play level card
# during dealing to set the power suit
def set_power_suit(cards):
level_cards = []
if cards == player_hand.cards:
hand = player_hand
elif cards == cpu1_hand.cards:
hand = cpu1_hand
elif cards == cpu2_hand.cards:
hand = cpu2_hand
else:
hand = cpu3_hand
for card in cards:
if VALUES[card.get_rank()] == level:
level_cards.append(card)
# if status is not decided, play level card to clain landlord status
if status == None and len(level_cards) > 0:
play_card(level_cards[0], hand)
return
# otherwise, only play level card if you have at least 3
# other cards of that suit
for level_card in level_cards:
count = 0
for card in cards:
if VALUES[card.get_rank()] != level and card.get_suit() == level_card.get_suit():
count += 1
if count >= 3:
play_card(level_card, hand)
return
# initializes new game conditions (NOT new round conditions)
# restarts game from level 2
def home():
global moving, playing, turn, init_turn, deposit_turn, selected_card
global group, played_cards, points_cards, deposit, discarded
global power_suit, power_group, player_level, opp_level, level, wait_tier
global status, peasant_points, deck, wait_timer
moving = []
playing = "Home"
turn = 0
init_turn = 0
deposit_turn = 0
selected_card = None
group = None
played_cards = []
points_cards = []
deposit = []
discarded = []
power_suit = None
power_group = []
player_level = 2
opp_level = 2
level = 2
wait_timer = 30
status = None
peasant_points = 0
deck = Deck()
# naming error, should be start new round :( either way,
# sets up deck for new round
def start_new_game():
global player_hand, cpu1_hand, cpu2_hand, cpu3_hand, deck, playing
# player and cpu2 are against cpu1 and cpu3
player_hand = Hand()
cpu1_hand = Hand()
cpu2_hand = Hand()
cpu3_hand = Hand()
deal_sound.play()
for card in discarded:
moving.append([card, [card.pos[0], card.pos[1]], [card.pos[0], card.pos[1]], [300, 300], deck.cards, discarded])
for card in points_cards:
moving.append([card, [card.pos[0], card.pos[1]], [card.pos[0], card.pos[1]], [300, 300], deck.cards, points_cards])
for card in deposit:
moving.append([card, [card.pos[0], card.pos[1]], [card.pos[0], card.pos[1]], [300, 300], deck.cards, deposit])
playing = "Pause"
# shuffles and deal cards to each player
def deal():
global deck, moving, playing, wait_timer
deck.shuffle()
moving = []
player_hand.cards = []
cpu1_hand.cards = []
cpu2_hand.cards = []
cpu3_hand.cards = []
for i in range(12):
#card, start pos, current pos, end pos, dest
moving.append([deck.deal_card(4*i), [300, 300], [300, 300], [300+10*i, 500], player_hand.cards, deck.cards])
moving.append([deck.deal_card(1 + 4*i), [300, 300], [300, 300], [100, 300+10*i], cpu1_hand.cards, deck.cards])
moving.append([deck.deal_card(2 + 4*i), [300, 300], [300, 300], [300-10*i, 100], cpu2_hand.cards, deck.cards])
moving.append([deck.deal_card(3 + 4*i), [300, 300], [300, 300], [500, 300-10*i], cpu3_hand.cards, deck.cards])
playing = "Dealing"
wait_timer = 200
def sort_decks():
cpu1_hand.cards = sort(cpu1_hand.cards, 1)
cpu2_hand.cards = sort(cpu2_hand.cards, 1)
cpu3_hand.cards = sort(cpu3_hand.cards, 1)
def mouse_handler(position):
global selected_card, wait_timer
# home button buttons that take you to different pages
# or to start new game
if playing == "Home":
for button in start_buttons:
button.click(position)
elif playing == "Settings":
for button in setting_buttons:
button.click(position)
back_button.click(position)
elif playing == "Help":
back_button.click(position)
if playing == "Home" or playing == "Settings" or playing == "Help":
return
quit_button.click(position)
if playing == "Confirm":
yes_button.click(position)
no_button.click(position)
elif playing == "Pause" and wait_timer <= 0:
deal_button.click(position)
elif playing == "In Game" or playing == "Deposit" or playing == "Dealing":
# checks if you are clicking on a card in your hand
# makes that the selected card
if 300-10*len(player_hand.cards) - 25 < position[0] < 300+10*len(player_hand.cards)+25 and len(player_hand.cards) > 0 and 450 <= position[1] <= 550:
num = min((position[0]-(300-10*len(player_hand.cards))+25)/20, len(player_hand.cards)-1)
selected_card = player_hand.cards[num]
if playing == "Dealing":
play_card(selected_card, player_hand)
# buttons needed to play the game :)
if playing == "Deposit" and turn == 0 and len(moving) == 0:
deposit_button.click(position)
sort_button.click(position)
deposit_random_button.click(position)
elif playing == "In Game" and turn == 0 and wait_timer <= 0 and len(moving) == 0:
play_button.click(position)
sort_button.click(position)
play_random_button.click(position)
elif playing == "Game Over":
# "Click anywhere to continue" set up next round
if level == 15: #final level
home()
return
start_new_game()
wait_timer = 1000/animation_speed
# initializes all buttons at the very start of the frame
def start():
global deal_button, deposit_button, sort_button, play_button, back_button
global yes_button, no_button, quit_button
global play_random_button, deposit_random_button
#home page buttons
# pos1, pos2, image, colour, outline_colour, link
start_buttons.append(Button([210, 210], [390, 290], start_button_img, "Start"))
start_buttons.append(Button([210, 310], [390, 390], help_button_img, "Help"))
start_buttons.append(Button([210, 410], [390, 490], settings_button_img, "Settings"))
# controls sound, music, toggle animation, animation speed, and ai skills
setting_buttons.append(Button([150, 145], [220, 215], sound_max_img, "Sound"))
setting_buttons.append(Button([230, 145], [300, 215], music_on_img, "Music"))
setting_buttons.append(Button([149, 274], [231, 326], on_off_button_img, "Animation"))
setting_buttons.append(Button([319, 274], [401, 326], animation_speed_img, "Animation Speed"))
setting_buttons.append(Button([144, 389], [236, 461], cpu1_button_img, "cpu1_difficulty"))
setting_buttons.append(Button([254, 389], [346, 461], cpu2_button_img, "cpu2_difficulty"))
setting_buttons.append(Button([364, 389], [456, 461], cpu3_button_img, "cpu3_difficulty"))
# In game buttons
deal_button = Button([250, 360], [350, 400], deal_button_img, 'Deal')
deposit_button = Button([185, 560], [255, 590], deposit_button_img, "Deposit")
sort_button = Button([265, 560], [335, 590], sort_button_img, "Sort")
deposit_random_button = Button([345, 560], [415, 590], random_button_img, "Deposit Random")
play_button = Button([185, 560], [255, 590], play_button_img, "Play")
play_random_button = Button([345, 560], [415, 590], random_button_img, "Play Random")
# back button for exiting help and settings page
back_button = Button([20, 560], [70, 590], None, "Back")
# quit button to exiting game
quit_button = Button([560, 560], [590, 590], home_button_img, "Quit")
yes_button = Button([250, 290], [290, 320], None, "Confirm Yes")
no_button = Button([310, 290], [350, 320], None, "Confirm No")
def draw(canvas):
global playing, wait_timer, power_suit, turn, init_turn, status, deal_timer, spin_timer
soundtracks[soundtrack_num].play()
#home screen, display title and navigation buttons
if playing == "Home":
canvas.draw_image(title_img, [120, 80], [240, 160],
[300, 100], [240*1.2, 160*1.2])
for button in start_buttons:
button.draw(canvas)
# settings page for controlling sound, animation, and AI skills
elif playing == "Settings":
for button in setting_buttons:
button.draw(canvas)
back_button.draw(canvas)
canvas.draw_text("Sound:", [145, 130], 30, 'black')
canvas.draw_text("Animation:", [145, 250], 30, 'black')
canvas.draw_text("AI Skill Levels:", [145, 370], 30, 'black')
# displays lines of text for help page
elif playing == "Help":
for line in help_text:
canvas.draw_text(line[1], line[0], 20, 'Black')
back_button.draw(canvas)
# everything after this is for In Game
if playing == "Home" or playing == "Settings" or playing == "Help":
return
# displays power suit in center of canvas
if power_suit != None:
canvas.draw_image(suits_image,
[50+100*(SUITS_IMAGE_ORDER.index(power_suit)%2), 50+100*int(SUITS_IMAGE_ORDER.index(power_suit)/2)],
[100, 100], [300, 300], [200, 200])
#
if playing == "Pause":
if wait_timer <= 0:
deal_button.draw(canvas)
deal_sound.rewind()
else:
wait_timer -= 1
# moving contains all cards to be dealt
# if moving is 0, will initialize round or decide power suit
# if it hasn't been already by the players
elif playing == "Dealing":
if len(moving) != 0:
card = moving[0]
else:
wait_timer -= 1
if power_suit != None:
playing = "Deposit"
elif wait_timer <= 0:
power_suit = deck.cards[0].get_suit()
playing = "Deposit"
if status == None:
status = random.choice(['peasant', 'landlord'])
if playing == "Deposit":
deal_sound.rewind()
initialize_round()
# will draw deposit buttons if player is depositing,
# otherwise, wait for AI to decide their deposit
elif playing == "Deposit":
if turn == 0 and len(moving) == 0:
deposit_button.draw(canvas)
sort_button.draw(canvas)
deposit_random_button.draw(canvas)
elif wait_timer <= 0:
if turn == 1 and len(cpu1_hand.cards) > 12:
decide_deposit(cpu1_hand)
wait_timer = 200
elif turn == 2 and len(cpu2_hand.cards) > 12:
decide_deposit(cpu2_hand)
wait_timer = 200
elif turn == 3 and len(cpu3_hand.cards) > 12:
decide_deposit(cpu3_hand)
wait_timer = 200
deal_sound.play()
else:
wait_timer -= 1
if len(deposit) == 6:
sort_decks()
playing = "In Game"
deal_sound.rewind()
# this is just meant to create a slight pause between end of round
# and initializing next round
elif playing == "End Round":
if wait_timer <= 0:
end_round()
else:
wait_timer -= 1
# displays game over message after each round, and status
elif playing == "Game Over":
if status == 'peasant':
canvas.draw_text("You Lose!", [200, 270], 50, 'gold')
else:
canvas.draw_text("You Win!", [200, 270], 50, 'gold')
if level < 15:
canvas.draw_text('Next Level: ' + str(level), [210, 300], 25, 'gold')
canvas.draw_text('Status: ' + status[0].upper() + status[1:], [210, 330], 25, 'gold')
else:
canvas.draw_text('Good Game!', [210, 300], 25, 'gold')
canvas.draw_text('Final Status: ' + status[0].upper() + status[1:], [210, 330], 25, 'gold')
canvas.draw_text('Click anywhere to continue.', [170, 550], 25, 'gold')
# displays game information such as status and level
# draws play buttons if it's player's turn
# calls decide move function if it's AI's turn
# calls end turn function if all four players have played a card
elif playing == "In Game":
canvas.draw_text('Player Level: ' + str(player_level), [20, 500], 20, 'black')
canvas.draw_text('Opp Level: ' + str(opp_level), [20, 530], 20, 'black')
canvas.draw_text('Game Level: ' + str(level), [460, 500], 20, 'black')
canvas.draw_text('Status: ' + status[0].upper() + status[1:], [460, 530], 20, 'black')
if len(moving) == 0 and len(played_cards) < 4:
canvas.draw_image(hourglass_img, [10, 10], [20, 20], [300 + 130*(turn%2)*(turn-2), 300 + 130*((turn+1)%2)*(1-turn)], [20, 20], spin_timer)
spin_timer = (spin_timer + 0.05) - int(spin_timer / (2*math.pi))*2*math.pi
if turn == 0 and wait_timer <= 0 and len(moving) == 0:
play_button.draw(canvas)
sort_button.draw(canvas)
play_random_button.draw(canvas)
for card in played_cards:
card.draw(canvas, 0)
if len(played_cards) < 4 and wait_timer <= 0:
if turn == 1:
decide_move(cpu1_hand)
elif turn == 2:
decide_move(cpu2_hand)
elif turn == 3:
decide_move(cpu3_hand)
elif len(played_cards) == 4 and wait_timer <= 0:
end_turn()
else:
wait_timer -= 1
# draws all piles of cards, such as the deck, hands, points, and deposit
deck.draw(canvas)
player_hand.draw(canvas, [310, 500], 0)
cpu1_hand.draw(canvas, [100, 310], math.pi/2)
cpu2_hand.draw(canvas, [310, 100], math.pi)
cpu3_hand.draw(canvas, [500, 310], 3*math.pi/2)
for card in points_cards:
card.draw(canvas, 0)
for card in deposit:
card.draw_back(canvas, 0)
# confirm quit menu
if playing == "Confirm":
canvas.draw_polygon(([220, 350], [220, 230], [380, 230], [380, 350]), 4, 'black', 'tan')
canvas.draw_text("Are you sure?", (232, 267), 25, 'black')
yes_button.draw(canvas)
no_button.draw(canvas)
return
# animation for when cards transfer from lists
if len(moving) != 0:
if playing == "Dealing" or (playing == "Deposit" and turn != 0):
deal_sound.play()
# if animation, will update the position of the cards gradually
# to their final destination based on animation speed
if animation:
card = moving[0] # THIS IS A LIST, NOT AN OBJECT
if card[1] == card[2] and playing == "In Game":
play_sound.play()
speed = {1:0.05, 2:0.125, 3:0.2, 4:0.25}[animation_speed]
if len(card) > 5 and card[0] in card[5]:
card[5].remove(card[0])
if int(card[2][0]) != int(card[3][0]):
card[2][0] += speed*int((card[3][0] - card[1][0]))
if int(card[2][1]) != int(card[3][1]):
card[2][1] += speed*int((card[3][1] - card[1][1]))
# will compare card's current position to destination
if int(card[2][0]/10) == int(card[3][0]/10) and int(card[2][1]/10) == int(card[3][1]/10):
# remove card from previous list (only applies to some cards)
if power_suit == None and playing == "Dealing" and card[4] != player_hand.cards:
set_power_suit(card[4])
# set position ot final destination
card[2][0] = card[3][0]
card[2][1] = card[3][1]
# adds card to destination list
card[4].append(moving.pop(0)[0])
card[0].pos = card[2]
card[0].draw(canvas, 0)
# in list of cards that are not appropriate to display
if playing == "Dealing" or playing == "Deposit":
card[0].draw_back(canvas, 0)
else:
# if no animation, will use a tick timer to teleport cards one by one
# based on animation speed
card = moving[0]
if len(card) > 5 and card[0] in card[5]:
card[5].remove(card[0])
if deal_timer <= 0:
if playing == "In Game":
play_sound.play()
if power_suit == None and playing == "Dealing" and card[4] != player_hand.cards:
set_power_suit(card[4])
card[0].pos = card[3]
card[4].append(moving.pop(0)[0])
deal_timer = 20 - 4*animation_speed
else:
deal_timer -= 1
else:
deal_sound.rewind()
quit_button.draw(canvas)
frame = simplegui.create_frame("Cards", 600, 600)
frame.set_canvas_background("Green")
frame.set_mouseclick_handler(mouse_handler)
frame.set_draw_handler(draw)
# get things rolling
frame.start()
home()
start()
| [
"noreply@github.com"
] | turnip314.noreply@github.com |
597e3fae0245c167c66c0802ad2ab108945c5cad | 18d55703fe368ddeb568833cecf4138d2dab2b5c | /faqs/migrations/0002_auto_20190227_1937.py | 90b461793cb76881c19cd2530bedda3409bfd6d1 | [] | no_license | Rood17/CAWebApp | b660f5d0c01cb2c37f274b9d310922058150c2ec | de5f06c571782d68d8ca9afced8d7c70408ada99 | refs/heads/master | 2022-11-24T22:27:14.088809 | 2019-08-07T23:23:25 | 2019-08-07T23:23:25 | 188,956,728 | 0 | 0 | null | 2022-11-22T02:57:00 | 2019-05-28T04:58:37 | HTML | UTF-8 | Python | false | false | 1,078 | py | # Generated by Django 2.0.2 on 2019-02-28 01:37
import ckeditor.fields
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('faqs', '0001_initial'),
]
operations = [
migrations.CreateModel(
name='faqs',
fields=[
('id_faqs', models.AutoField(primary_key=True, serialize=False)),
('pregunta', ckeditor.fields.RichTextField(max_length=8000, verbose_name='Información')),
('respuesta', ckeditor.fields.RichTextField(max_length=8000, verbose_name='Información')),
('created', models.DateField(auto_now_add=True, verbose_name='Fecha de Creación')),
('updated', models.DateTimeField(auto_now=True, verbose_name='Fecha de Edición')),
],
options={
'verbose_name': 'faq',
'verbose_name_plural': 'Faqs',
'ordering': ['-created'],
},
),
migrations.DeleteModel(
name='about',
),
]
| [
"kochehua@gmail.com"
] | kochehua@gmail.com |
2f11b57819fae753983076ba1af2c68216b767c8 | 477b46fbaf64e20a316ee852c758b33ddcb33083 | /api.py | b77dfafe51e370cfcb6bdb147563f14b7d0e0344 | [] | no_license | sgbroer/project_mcnulty | c7ad82152a162418e7cc2af5e8510579424b6e92 | ae7c83c96bb2c11c1c756a92ab56cd8701b5f9b8 | refs/heads/master | 2020-03-24T05:52:12.299173 | 2018-08-09T00:41:44 | 2018-08-09T00:41:44 | 142,505,728 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 1,085 | py | import numpy as np
import pickle
pipeline = pickle.load(open('./model.pkl', 'rb'))
example = {'income': 0,
'educ': 0,
'oftvote': 0,
'age': 50,
'retired': 0,
'student': 0,
'employed': 0,
'sav': 0,
'econ_ineq': 0,
'int_con_1': 0,
'local_1': 0,
'glob_econ_1': 0,
'econ_unf_1': 0,
'pol_comp_1': 0,
'clear_sol_1': 0,
'sex_1': 0,
'white': 0,
'wlack': 0,
'asian': 0,
'race_other': 0,
'native': 0,
'protestant': 0,
'roman Catholic': 0,
'mormon': 0,
'orth Chr': 0,
'jewish': 0,
'muslim': 0,
'buddhist': 0,
'hindu': 0,
'atheist': 0,
'agnostic': 0,
'relig_Other': 0,
'nothing': 0,
'christian': 0,
'unitarian': 0,
'republican': 0,
'democrat': 0,
'independent': 0,
'party_none': 0,
'party_other': 0}
def make_prediction(features):
X = np.array([features[key] for key in features.keys()]).reshape(1,-1)
prob_engaged = pipeline.predict_proba(X)[0, 1]
result = {
'prediction': int(prob_engaged > 0.5),
'prob_engaged': round(prob_engaged, 2)
}
return result
if __name__ == '__main__':
print(make_prediction(example))
| [
"noreply@github.com"
] | sgbroer.noreply@github.com |
618cbf01337fd1272a90a602652c0aff9d69ccf6 | fa304d297439481ab321e46b931b971781047d8c | /Planetarium.py | b0ce1188c7d66ccc0026dbad6295efc5e1611a67 | [] | no_license | cdefl0/Planetarium | eea842e8c12c11ec46242245f10b7c58feb107e1 | f2b2090c87489b8f7813093ce75e217ad59d47f6 | refs/heads/master | 2021-01-16T07:09:26.817261 | 2020-02-28T14:34:02 | 2020-02-28T14:34:02 | 243,019,290 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 669 | py | class Planet(object):
string name
int num
string dist
one = Planet()
name = "mercury"
num = 1
dist = "33.942 million miles"
one = Planet()
name = "venus"
num = 2
dist = "33.942 million miles"
one = Planet()
name = "earth"
num = 3
dist = "33.942 million miles"
one = Planet()
name = "mars"
num = 4
dist = "33.942 million miles"
one = Planet()
name = "jupiter"
num = 5
dist = "33.942 million miles"
one = Planet()
name = "saturn"
num = 6
dist = "33.942 million miles"
one = Planet()
name = "uranus"
num = 7
dist = "33.942 million miles"
one = Planet()
name = "neptune"
num = 8
dist = "33.942 million miles"
| [
"noreply@github.com"
] | cdefl0.noreply@github.com |
7e89348dcf88193f11d5350ca17b38ed8f3a9422 | bb9b0a40c5577bb41f233e25987b4352acb11a4d | /Filter.py | e5f0364443e87d08a45e0fd74b6c77b603f2fb10 | [] | no_license | Farashi25/Python | 6fc605045493f2cf69e7dd0230e0019153747254 | 4dc71ba290658feadc8e9a6f294dec0c999c509b | refs/heads/master | 2021-08-16T01:23:44.923051 | 2017-11-18T18:53:58 | 2017-11-18T18:53:58 | 111,230,058 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 847 | py | sI = 45
mI = 100
bI = 455
eI = 0
spI = -23
sS = "Rubber baby buggy bumpers"
mS = "Experience is simply the name we give our mistakes"
bS = "Tell me and I forget. Teach me and I remember. Involve me and I learn."
eS = ""
aL = [1,7,4,21]
mL = [3,5,7,34,3,2,113,65,8,89]
lL = [4,34,22,68,9,13,3,5,7,9,2,12,45,923]
eL = []
spL = ['name','address','phone number','social security number']
current_tester = spL
curr_type = type(current_tester)
if curr_type is int:
if current_tester >= 100:
print "That's a big number!"
else:
print "That's a small number!"
elif curr_type is str:
if len(current_tester) >= 50:
print "Long sentence."
else:
print "Short sentence."
elif isinstance(current_tester, list):
if len(current_tester) >= 10:
print "Big list!"
else:
print "Short list."
| [
"farashi25@gmail.com"
] | farashi25@gmail.com |
4a2998c954284363974f561d17c0b99493284a37 | d7a68c636e6128533b17975655bd6b46ed222916 | /adapter-transformers-adapters3.1.0/src/transformers/models/layoutlmv3/feature_extraction_layoutlmv3.py | 6f2d54529ba9718906fe5d9b0ced7019634bd8f6 | [
"Apache-2.0"
] | permissive | cambridgeltl/autopeft | 69179f8faf2cc4d2164ff78e544dc3fe2d39c331 | d8ad6bea93aa413a54d0e09fe25bdd62b46cfcf5 | refs/heads/main | 2023-05-23T09:21:59.912941 | 2023-04-25T14:35:31 | 2023-04-25T14:35:31 | 594,316,585 | 26 | 4 | Apache-2.0 | 2023-04-25T14:35:32 | 2023-01-28T06:39:25 | Python | UTF-8 | Python | false | false | 10,636 | py | # coding=utf-8
# Copyright 2022 The HuggingFace Inc. team.
#
# 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.
"""
Feature extractor class for LayoutLMv3.
"""
from typing import List, Optional, Union
import numpy as np
from PIL import Image
from ...feature_extraction_utils import BatchFeature, FeatureExtractionMixin
from ...image_utils import IMAGENET_STANDARD_MEAN, IMAGENET_STANDARD_STD, ImageFeatureExtractionMixin, is_torch_tensor
from ...utils import TensorType, is_pytesseract_available, logging, requires_backends
# soft dependency
if is_pytesseract_available():
import pytesseract
logger = logging.get_logger(__name__)
ImageInput = Union[
Image.Image, np.ndarray, "torch.Tensor", List[Image.Image], List[np.ndarray], List["torch.Tensor"] # noqa
]
def normalize_box(box, width, height):
return [
int(1000 * (box[0] / width)),
int(1000 * (box[1] / height)),
int(1000 * (box[2] / width)),
int(1000 * (box[3] / height)),
]
def apply_tesseract(image: Image.Image, lang: Optional[str]):
"""Applies Tesseract OCR on a document image, and returns recognized words + normalized bounding boxes."""
# apply OCR
data = pytesseract.image_to_data(image, lang=lang, output_type="dict")
words, left, top, width, height = data["text"], data["left"], data["top"], data["width"], data["height"]
# filter empty words and corresponding coordinates
irrelevant_indices = [idx for idx, word in enumerate(words) if not word.strip()]
words = [word for idx, word in enumerate(words) if idx not in irrelevant_indices]
left = [coord for idx, coord in enumerate(left) if idx not in irrelevant_indices]
top = [coord for idx, coord in enumerate(top) if idx not in irrelevant_indices]
width = [coord for idx, coord in enumerate(width) if idx not in irrelevant_indices]
height = [coord for idx, coord in enumerate(height) if idx not in irrelevant_indices]
# turn coordinates into (left, top, left+width, top+height) format
actual_boxes = []
for x, y, w, h in zip(left, top, width, height):
actual_box = [x, y, x + w, y + h]
actual_boxes.append(actual_box)
image_width, image_height = image.size
# finally, normalize the bounding boxes
normalized_boxes = []
for box in actual_boxes:
normalized_boxes.append(normalize_box(box, image_width, image_height))
assert len(words) == len(normalized_boxes), "Not as many words as there are bounding boxes"
return words, normalized_boxes
class LayoutLMv3FeatureExtractor(FeatureExtractionMixin, ImageFeatureExtractionMixin):
r"""
Constructs a LayoutLMv3 feature extractor. This can be used to resize + normalize document images, as well as to
apply OCR on them in order to get a list of words and normalized bounding boxes.
This feature extractor inherits from [`~feature_extraction_utils.PreTrainedFeatureExtractor`] which contains most
of the main methods. Users should refer to this superclass for more information regarding those methods.
Args:
do_resize (`bool`, *optional*, defaults to `True`):
Whether to resize the input to a certain `size`.
size (`int` or `Tuple(int)`, *optional*, defaults to 224):
Resize the input to the given size. If a tuple is provided, it should be (width, height). If only an
integer is provided, then the input will be resized to (size, size). Only has an effect if `do_resize` is
set to `True`.
resample (`int`, *optional*, defaults to `PIL.Image.BILINEAR`):
An optional resampling filter. This can be one of `PIL.Image.NEAREST`, `PIL.Image.BOX`,
`PIL.Image.BILINEAR`, `PIL.Image.HAMMING`, `PIL.Image.BICUBIC` or `PIL.Image.LANCZOS`. Only has an effect
if `do_resize` is set to `True`.
do_normalize (`bool`, *optional*, defaults to `True`):
Whether or not to normalize the input with mean and standard deviation.
image_mean (`List[int]`, defaults to `[0.5, 0.5, 0.5]`):
The sequence of means for each channel, to be used when normalizing images.
image_std (`List[int]`, defaults to `[0.5, 0.5, 0.5]`):
The sequence of standard deviations for each channel, to be used when normalizing images.
apply_ocr (`bool`, *optional*, defaults to `True`):
Whether to apply the Tesseract OCR engine to get words + normalized bounding boxes.
ocr_lang (`Optional[str]`, *optional*):
The language, specified by its ISO code, to be used by the Tesseract OCR engine. By default, English is
used.
<Tip>
LayoutLMv3FeatureExtractor uses Google's Tesseract OCR engine under the hood.
</Tip>"""
model_input_names = ["pixel_values"]
def __init__(
self,
do_resize=True,
size=224,
resample=Image.BILINEAR,
do_normalize=True,
image_mean=None,
image_std=None,
apply_ocr=True,
ocr_lang=None,
**kwargs
):
super().__init__(**kwargs)
self.do_resize = do_resize
self.size = size
self.resample = resample
self.do_normalize = do_normalize
self.image_mean = image_mean if image_mean is not None else IMAGENET_STANDARD_MEAN
self.image_std = image_std if image_std is not None else IMAGENET_STANDARD_STD
self.apply_ocr = apply_ocr
self.ocr_lang = ocr_lang
def __call__(
self, images: ImageInput, return_tensors: Optional[Union[str, TensorType]] = None, **kwargs
) -> BatchFeature:
"""
Main method to prepare for the model one or several image(s).
Args:
images (`PIL.Image.Image`, `np.ndarray`, `torch.Tensor`, `List[PIL.Image.Image]`, `List[np.ndarray]`, `List[torch.Tensor]`):
The image or batch of images to be prepared. Each image can be a PIL image, NumPy array or PyTorch
tensor. In case of a NumPy array/PyTorch tensor, each image should be of shape (C, H, W), where C is a
number of channels, H and W are image height and width.
return_tensors (`str` or [`~utils.TensorType`], *optional*, defaults to `'np'`):
If set, will return tensors of a particular framework. Acceptable values are:
- `'tf'`: Return TensorFlow `tf.constant` objects.
- `'pt'`: Return PyTorch `torch.Tensor` objects.
- `'np'`: Return NumPy `np.ndarray` objects.
- `'jax'`: Return JAX `jnp.ndarray` objects.
Returns:
[`BatchFeature`]: A [`BatchFeature`] with the following fields:
- **pixel_values** -- Pixel values to be fed to a model, of shape (batch_size, num_channels, height,
width).
- **words** -- Optional words as identified by Tesseract OCR (only when [`LayoutLMv3FeatureExtractor`] was
initialized with `apply_ocr` set to `True`).
- **boxes** -- Optional bounding boxes as identified by Tesseract OCR, normalized based on the image size
(only when [`LayoutLMv3FeatureExtractor`] was initialized with `apply_ocr` set to `True`).
Examples:
```python
>>> from transformers import LayoutLMv3FeatureExtractor
>>> from PIL import Image
>>> image = Image.open("name_of_your_document - can be a png file, pdf, etc.").convert("RGB")
>>> # option 1: with apply_ocr=True (default)
>>> feature_extractor = LayoutLMv3FeatureExtractor()
>>> encoding = feature_extractor(image, return_tensors="pt")
>>> print(encoding.keys())
>>> # dict_keys(['pixel_values', 'words', 'boxes'])
>>> # option 2: with apply_ocr=False
>>> feature_extractor = LayoutLMv3FeatureExtractor(apply_ocr=False)
>>> encoding = feature_extractor(image, return_tensors="pt")
>>> print(encoding.keys())
>>> # dict_keys(['pixel_values'])
```"""
# Input type checking for clearer error
valid_images = False
# Check that images has a valid type
if isinstance(images, (Image.Image, np.ndarray)) or is_torch_tensor(images):
valid_images = True
elif isinstance(images, (list, tuple)):
if len(images) == 0 or isinstance(images[0], (Image.Image, np.ndarray)) or is_torch_tensor(images[0]):
valid_images = True
if not valid_images:
raise ValueError(
"Images must of type `PIL.Image.Image`, `np.ndarray` or `torch.Tensor` (single example), "
"`List[PIL.Image.Image]`, `List[np.ndarray]` or `List[torch.Tensor]` (batch of examples), "
f"but is of type {type(images)}."
)
is_batched = bool(
isinstance(images, (list, tuple))
and (isinstance(images[0], (Image.Image, np.ndarray)) or is_torch_tensor(images[0]))
)
if not is_batched:
images = [images]
# Tesseract OCR to get words + normalized bounding boxes
if self.apply_ocr:
requires_backends(self, "pytesseract")
words_batch = []
boxes_batch = []
for image in images:
words, boxes = apply_tesseract(self.to_pil_image(image), self.ocr_lang)
words_batch.append(words)
boxes_batch.append(boxes)
# transformations (resizing + normalization)
if self.do_resize and self.size is not None:
images = [self.resize(image=image, size=self.size, resample=self.resample) for image in images]
if self.do_normalize:
images = [self.normalize(image=image, mean=self.image_mean, std=self.image_std) for image in images]
# return as BatchFeature
data = {"pixel_values": images}
encoded_inputs = BatchFeature(data=data, tensor_type=return_tensors)
if self.apply_ocr:
encoded_inputs["words"] = words_batch
encoded_inputs["boxes"] = boxes_batch
return encoded_inputs
| [
"hz416@cam.ac.uk"
] | hz416@cam.ac.uk |
4e98933a00cbcd1fda9155f4ea81685d7e0964cf | b057a073affbfe0e617d79bcccd05b8ceeb203e0 | /svd.py | a48b605e822f39000a4233a36f3a9a6ceb2e3008 | [] | no_license | RitvikCS/Recommender-Systems | dec5b57f2bc427daaccb4db8ac3801c672454b30 | 7c2449fde169cd969923884de25e28b35d94d1fe | refs/heads/main | 2023-08-25T10:37:19.568507 | 2021-10-27T05:47:29 | 2021-10-27T05:47:29 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 4,812 | py | '''
Singular value decomposition with 100% energy retention and 90% energy retention
The sparse matrix A can be represented as:
A = U*Sigma*V'
'''
import numpy as np
import pickle
import numpy.linalg as linalg
from time import time
'''
Pickle library is used to load the sparse matrix saved from preprocess.py
'''
filehandler = open("matrix_dump", 'rb+')
matrix = pickle.load(filehandler)
n_users = matrix.shape[0]
n_movies = matrix.shape[1]
start_time = time()
'''
Calculating U
U = [eigenvectors of A*A'] in descending order of it's eigenvalues
Dimensions of U = n_users x rank(A*A')
'''
m1 = np.dot(matrix, matrix.T)
eigenValues, eigenVectors = linalg.eig(m1)
eigenValues = eigenValues.real
eigenVectors = eigenVectors.real
#print(eigenValues)
#print(eigenVectors)
eigen_map = dict()
for i in range(len(list(eigenValues))):
eigenValues[i] = round(eigenValues[i], 4)
for i in range(len(eigenValues)):
if eigenValues[i] != 0:
eigen_map[eigenValues[i]] = eigenVectors[:, i]
eigenValues = sorted(list(eigen_map.keys()), reverse=True)
U = np.zeros_like(eigenVectors)
for i in range(len(eigenValues)):
U[:,i] = eigen_map[eigenValues[i]]
U = U[:,:len(eigenValues)]
print("U done")
'''
Calculating Sigma
Sigma = Diagonal matrix with diagonal elements in descending order of non-zero eigenvalues of U or V.
Dimensions of Sigma = rank(A*A') x rank(A*A')
'''
Sigma = np.diag([i**0.5 for i in eigenValues])
#print(Sigma.shape)
print("sigma done")
'''
Calculating V
V = [eigenvectors of A'*A] in descending order of it's eigenvalues
Dimensions of U = n_movies x rank(A'*A)
In the end V is represented as V' for simplicity in furthur operations
'''
m2 = np.dot(matrix.T, matrix)
eigenValues, eigenVectors = linalg.eig(m2)
eigenValues = eigenValues.real
eigenVectors = eigenVectors.real
for i in range(len(list(eigenValues))):
eigenValues[i] = round(eigenValues[i], 4)
eigen_map = dict()
for i in range(len(eigenValues)):
if eigenValues[i] != 0:
eigen_map[eigenValues[i]] = eigenVectors[:, i]
eigenValues = sorted(list(eigen_map.keys()), reverse=True)
V = np.zeros_like(eigenVectors)
for i in range(len(eigenValues)):
V[:,i] = eigen_map[eigenValues[i]]
V = V[:,:len(eigenValues)]
V = V.T
print("Calculating v")
mid_time_1 = time()
'''
SVD with 100% energy retention
'''
shape = Sigma.shape
svd_100 = np.dot(np.dot(U,Sigma),V)
svd_100_time = time()
'''
Dimensionality reduction of Sigma, U and V is done by removing the lower diagonal elements of Sigma till the sum of diagonal elements in Sigma is 90% of the original value
Dimension of Sigma decreases from 3663x3663 to 883x883
'''
total_sum = 0
dimensions = Sigma.shape[0]
for i in range(dimensions):
total_sum = total_sum + np.square(Sigma[i,i]) #Find square of sum of all diagonals
retained = total_sum
while dimensions > 0:
retained = retained - np.square(Sigma[dimensions-1,dimensions-1])
if retained/total_sum < 0.9: #90% energy retention
break
else:
U = U[:,:-1:]
V = V[:-1,:]
Sigma = Sigma[:,:-1]
Sigma = Sigma[:-1,:]
dimensions = dimensions - 1 #Dimensionality reduction
mid_time_2 = time()
'''
SVD with 90% energy retention
'''
svd_90 = np.dot(np.dot(U,Sigma),V)
svd_90_time = time()
def RMSE(pred,value):
'''
RMSE functoin takes the predicted ratings and the actual ratings as parameters
and returns the RMSE of the predictions as the result.
'''
N = pred.shape[0]
M = pred.shape[1]
cur_sum = np.sum(np.square(pred-value))
return np.sqrt(cur_sum/(N*M))
def spearmanCorr(pred,value):
'''
spearmanCorr functoin takes the predicted ratings and the actual ratings as parameters
and returns the spearman correlation of the predictions as the result.
'''
N = len(pred)
sum = np.sum(np.square(pred-value))
den = N*(N**2 - 1)
return 1 - (6*sum)/den
def precisionattopk(matrix, pred):
'''
precisionattopk functoin takes the predicted ratings, actual ratings and
number of ratings as parameters and returns the precision of the predictions as the result.
A threshold rating of 3 has been used to identify valid predictions.
'''
num = 0
den = 0
for i in range(matrix.shape[0]):
for j in range(matrix.shape[1]):
if matrix[i,j] > 3 and pred[i,j] > 3:
num += 1
den += 1
elif pred[i,j] > 3:
den += 1
return num/den
print("SVD:")
print(RMSE(svd_100, matrix))
print(spearmanCorr(svd_100, matrix))
print(svd_100_time - start_time)
print(precisionattopk(matrix,svd_100))
print("\nSVD with 90% energy:")
print(RMSE(svd_90, matrix))
print(spearmanCorr(svd_90, matrix))
print(svd_90_time - mid_time_2 + mid_time_1 - start_time)
print(precisionattopk(matrix,svd_90))
| [
"noreply@github.com"
] | RitvikCS.noreply@github.com |
367b6dc00e01178f073c7d5d62ac4d5843f34a45 | 66a9bb50017a4fad0a9a7dd524219ae6b9f58295 | /employee/views.py | ecaf42daf5fd62025c3bfcf5ba081bcefb13bd16 | [] | no_license | anishsaha12/mailboard-email-spam-classification | f24dbe31226ddb59b1a1296beeb7fe0c70bd486d | 006c558255b65731fe0bcf5271422af6618268ba | refs/heads/master | 2020-04-27T06:23:13.937128 | 2019-03-06T08:46:43 | 2019-03-06T08:46:43 | 174,105,892 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 150 | py | from django.shortcuts import render
# Create your views here.
def employee_log(request):
return render(request, 'employee/employee_log.html', {}) | [
"anishsaha12@gmail.com"
] | anishsaha12@gmail.com |
6c5095c229a99eccb63c3a60f7f042b9ddac9e12 | d8ee0e14c0b50c4b9e8471e81b8ab4554ca094e6 | /inven_app/migrations/0014_auto_20190413_1420.py | e2b6bbc19621b7a9e04e1ef1fccd84a36f64b2e8 | [] | no_license | acgoncu/inventory | 87be5d55daefad3d8e64cbbeb265cb9248c53382 | 40112d62edabca2b7f74906ce75a81c4af7c8c15 | refs/heads/master | 2022-10-29T19:57:13.182247 | 2019-05-06T16:56:08 | 2019-05-06T16:56:08 | 185,237,395 | 0 | 1 | null | 2022-10-23T10:29:03 | 2019-05-06T16:57:59 | Python | UTF-8 | Python | false | false | 435 | py | # Generated by Django 2.1.4 on 2019-04-13 19:20
from django.conf import settings
from django.db import migrations
class Migration(migrations.Migration):
dependencies = [
migrations.swappable_dependency(settings.AUTH_USER_MODEL),
('inven_app', '0013_auto_20190413_1407'),
]
operations = [
migrations.RenameModel(
old_name='PRequest',
new_name='Request',
),
]
| [
"agoncu@ebrpl.com"
] | agoncu@ebrpl.com |
c39130c949648637391d0534dc3556ac91430aaf | 07bf4a6fc924dfc5198ab55c7185bf8f1b36865b | /django_crud/articles/migrations/0007_comment_question_question.py | 2ba202d31838f01f57b7b79874fe93157ef9aa68 | [] | no_license | tesschung/django | c73d29a5cece83f852766ff66c635c82d3337f30 | 231a6131532757a66ac3dd038a2f2f1024faf14f | refs/heads/master | 2020-07-04T14:15:57.246652 | 2020-02-12T09:23:23 | 2020-02-12T09:23:23 | 202,301,189 | 4 | 1 | null | 2019-12-05T00:37:33 | 2019-08-14T07:48:52 | Python | UTF-8 | Python | false | false | 940 | py | # Generated by Django 2.2.5 on 2019-09-25 08:23
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('articles', '0006_school_student'),
]
operations = [
migrations.CreateModel(
name='Question',
fields=[
('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('question', models.CharField(max_length=50)),
],
),
migrations.CreateModel(
name='Comment_question',
fields=[
('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('comment_question', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='comment_questions', to='articles.Question')),
],
),
]
| [
"geobera0910@naver.com"
] | geobera0910@naver.com |
839d9030156fe6510670b1c7827942fb927c1ebd | c47340ae6bcac6002961cc2c6d2fecb353c1e502 | /controlm_py/models/variables.py | c26b170ca12b2bb0246d5a53137761c803f3be1b | [
"MIT"
] | permissive | rafaeldelrey/controlm_py | 6d9f56b8b6e72750f329d85b932ace6c41002cbd | ed1eb648d1d23e587321227217cbfcc5065535ab | refs/heads/main | 2023-04-23T09:01:32.024725 | 2021-05-19T00:25:53 | 2021-05-19T00:25:53 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,352 | py | # coding: utf-8
"""
Control-M Services
Provides access to BMC Control-M Services # noqa: E501
OpenAPI spec version: 9.20.115
Contact: customer_support@bmc.com
Generated by: https://github.com/swagger-api/swagger-codegen.git
"""
import pprint
import re # noqa: F401
import six
class Variables(object):
"""NOTE: This class is auto generated by the swagger code generator program.
Do not edit the class manually.
"""
"""
Attributes:
swagger_types (dict): The key is attribute name
and the value is attribute type.
attribute_map (dict): The key is attribute name
and the value is json key in definition.
"""
swagger_types = {
'variables': 'list[dict(str, str)]'
}
attribute_map = {
'variables': 'variables'
}
def __init__(self, variables=None): # noqa: E501
"""Variables - a model defined in Swagger""" # noqa: E501
self._variables = None
self.discriminator = None
if variables is not None:
self.variables = variables
@property
def variables(self):
"""Gets the variables of this Variables. # noqa: E501
Key value map where key is pool variables in format %%\\\\PoolName\\AUTOVarInPool. HIDDEN. # noqa: E501
:return: The variables of this Variables. # noqa: E501
:rtype: list[dict(str, str)]
"""
return self._variables
@variables.setter
def variables(self, variables):
"""Sets the variables of this Variables.
Key value map where key is pool variables in format %%\\\\PoolName\\AUTOVarInPool. HIDDEN. # noqa: E501
:param variables: The variables of this Variables. # noqa: E501
:type: list[dict(str, str)]
"""
self._variables = variables
def to_dict(self):
"""Returns the model properties as a dict"""
result = {}
for attr, _ in six.iteritems(self.swagger_types):
value = getattr(self, attr)
if isinstance(value, list):
result[attr] = list(map(
lambda x: x.to_dict() if hasattr(x, "to_dict") else x,
value
))
elif hasattr(value, "to_dict"):
result[attr] = value.to_dict()
elif isinstance(value, dict):
result[attr] = dict(map(
lambda item: (item[0], item[1].to_dict())
if hasattr(item[1], "to_dict") else item,
value.items()
))
else:
result[attr] = value
if issubclass(Variables, dict):
for key, value in self.items():
result[key] = value
return result
def to_str(self):
"""Returns the string representation of the model"""
return pprint.pformat(self.to_dict())
def __repr__(self):
"""For `print` and `pprint`"""
return self.to_str()
def __eq__(self, other):
"""Returns true if both objects are equal"""
if not isinstance(other, Variables):
return False
return self.__dict__ == other.__dict__
def __ne__(self, other):
"""Returns true if both objects are not equal"""
return not self == other
| [
"dcompane@gmail.com"
] | dcompane@gmail.com |
666971d8d10dd3a8574ea38e045f5d89f1b53419 | fee12edf8fed01439d1801ce7aad9ac38d4ec079 | /files-working2.py | 9f79888120e60234fbb25c5a9fa5d2c4b4e9826a | [] | no_license | frclasso/python_examples_three | 18fd855f60644a52507fe3cffa3a4a3445435f1a | 05c013aadd6d953283928f525aff051c6f04f5d6 | refs/heads/master | 2020-12-31T06:08:47.156170 | 2017-02-01T16:06:10 | 2017-02-01T16:06:10 | 80,636,736 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 425 | py | #!/usr/bin/env python3
def main():
buffersize = 50000
infile = open('bigfile.txt', 'r') #segundo argumento define a ação, r = read, w = write, a = append
outfile = open('new.txt', 'w')
buffer = infile.read(buffersize)
while len(buffer):
outfile.write(buffer)
print ('.', end='')
buffer = infile.read(buffersize)
print()
print('Done!!')
if __name__=='__main__':main() | [
"frcalsso@yahoo.com.br"
] | frcalsso@yahoo.com.br |
520de88fc26302dbdcd4c718b549341d3fd84d91 | db2dc0389cbee086cadcee5ccdd33acc88f2665a | /backend.py | e483e4c72b4cb5830e2ee5556775404e59edb835 | [] | no_license | mbasaran77/sqlite_ex | e4fc6a8d03a1647f325d9b82679a0ca3cde5d5d3 | 932fe4c587bdbccd93f00a9b463a029a41ea2c64 | refs/heads/master | 2021-01-19T07:37:19.858611 | 2017-04-17T07:20:56 | 2017-04-17T07:20:56 | 87,561,641 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 1,566 | py | import sqlite3
def connect():
conn = sqlite3.connect('books.db')
cur = conn.cursor()
cur.execute("CREATE TABLE IF NOT EXISTS book(id INTEGER PRIMARY KEY NOT NULL, title TEXT, author TEXT, year INTEGER, isbn INTEGER) ")
conn.commit()
conn.close()
connect()
def insert(title,author, year, isbn):
conn = sqlite3.connect('books.db')
cur = conn.cursor()
cur.execute("INSERT INTO book VALUES(NULL,?,?,?,?)",(title, author, year,isbn))
conn.commit()
conn.close()
def view():
conn = sqlite3.connect('books.db')
cur = conn.cursor()
cur.execute("SELECT * FROM book")
rows = cur.fetchall()
conn.close()
return rows
def search(title="",author="",year="",isbn=""):
conn = sqlite3.connect('books.db')
cur = conn.cursor()
cur.execute("SELECT * FROM book WHERE title = ? or author = ? or year = ? or isbn = ?",(title,author,year,isbn))
rows = cur.fetchall()
conn.close()
return rows
def delete(id):
conn = sqlite3.connect('books.db')
cur = conn.cursor()
cur.execute("DELETE FROM book WHERE id = ?",(id,))
conn.commit()
conn.close()
def update(id,title,author,year,isbn):
conn = sqlite3.connect('books.db')
cur = conn.cursor()
cur.execute("UPDATE book SET title = ?, author = ?, year = ?, isbn = ? WHERE id = ?",(title,author,year,isbn,id))
conn.commit()
conn.close()
# insert('the sea','John Table',1918,913123132)
# print(search(title='the sea'))
print(view())
# delete(1)
update(2,'The moon','John Smith',1917,9978687800)
print(view())
| [
"mbasaran77@gmail.com"
] | mbasaran77@gmail.com |
2f8164d7bafe20bd474ad14f2c94e8c354756b2c | 86fcf88a4a4fe94871bc835580059d140e6d4ce5 | /1_Prepare_Data/load_redis_q.py | 294c30bc3dcdba48de6a41da263d5b640e190fc0 | [
"MIT"
] | permissive | BL-Labs/19Cbooks | 576fc8eb40f7df5c8284fdb0ff425b7e5d74dddc | 3166c7adad151d5e5194171cd5b0397bd910b669 | refs/heads/master | 2020-07-02T05:09:05.881257 | 2013-09-17T13:18:25 | 2013-09-17T13:18:25 | 12,895,637 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 473 | py | import os, time
from redis import Redis
r = Redis()
root = "md"
q = "q"
LIMIT = 3000
PAUSE = 15
cur = 0.0
st = time.time()
for div in os.listdir(root):
for ident in os.listdir(os.path.join(root, div)):
cur += 1
r.lpush(q, ident)
if not cur % 100:
print("{0} added. {1}/s".format(cur, (time.time()-st) / float(cur) ))
if r.llen(q) > LIMIT:
print("Input Queue over {0}, pausing for {1}s".format(LIMIT, PAUSE))
time.sleep(PAUSE)
| [
"bosteen@gmail.com"
] | bosteen@gmail.com |
b08db675f1efda20dd51b209dbacb5b01c41de6e | bc9f66258575dd5c8f36f5ad3d9dfdcb3670897d | /platform/bq/third_party/wcwidth/table_zero.py | 7e848a96a76f07fe95b7eb04be5cabc291dfe496 | [
"Apache-2.0",
"LicenseRef-scancode-unknown-license-reference",
"MIT",
"HPND-Markus-Kuhn"
] | permissive | google-cloud-sdk-unofficial/google-cloud-sdk | 05fbb473d629195f25887fc5bfaa712f2cbc0a24 | 392abf004b16203030e6efd2f0af24db7c8d669e | refs/heads/master | 2023-08-31T05:40:41.317697 | 2023-08-23T18:23:16 | 2023-08-23T18:23:16 | 335,182,594 | 9 | 2 | NOASSERTION | 2022-10-29T20:49:13 | 2021-02-02T05:47:30 | Python | UTF-8 | Python | false | false | 329,117 | py | #!/usr/bin/env python
"""
Exports ZERO_WIDTH table keyed by supporting unicode version level.
This code generated by wcwidth/bin/update-tables.py on 2023-01-14 03:25:41 UTC.
"""
ZERO_WIDTH = {
'4.1.0': (
# Source: DerivedGeneralCategory-4.1.0.txt
# Date: 2005-02-26, 02:35:50 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00486,), # Combining Cyrillic Titlo..Combining Cyrillic Psili
(0x00488, 0x00489,), # Combining Cyrillic Hundr..Combining Cyrillic Milli
(0x00591, 0x005b9,), # Hebrew Accent Etnahta ..Hebrew Point Holam
(0x005bb, 0x005bd,), # Hebrew Point Qubuts ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x00615,), # Arabic Sign Sallallahou ..Arabic Small High Tah
(0x0064b, 0x0065e,), # Arabic Fathatan ..Arabic Fatha With Two Do
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006de, 0x006e4,), # Arabic Start Of Rub El H..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x00901, 0x00902,), # Devanagari Sign Candrabi..Devanagari Sign Anusvara
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00954,), # Devanagari Stress Sign U..Devanagari Acute Accent
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b43,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00d41, 0x00d43,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f90, 0x00f97,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01032,), # Myanmar Vowel Sign Ai
(0x01036, 0x01037,), # Myanmar Sign Anusvara ..Myanmar Sign Dot Below
(0x01039, 0x01039,), # Myanmar Sign Virama
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0135f, 0x0135f,), # Ethiopic Combining Gemination Mark
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01dc0, 0x01dc3,), # Combining Dotted Grave A..Combining Suspension Mar
(0x020d0, 0x020eb,), # Combining Left Harpoon A..Combining Long Double So
(0x0302a, 0x0302f,), # Ideographic Level Tone M..Hangul Double Dot Tone M
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe23,), # Combining Ligature Left ..Combining Double Tilde R
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'5.0.0': (
# Source: DerivedGeneralCategory-5.0.0.txt
# Date: 2006-02-27, 23:41:27 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00486,), # Combining Cyrillic Titlo..Combining Cyrillic Psili
(0x00488, 0x00489,), # Combining Cyrillic Hundr..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x00615,), # Arabic Sign Sallallahou ..Arabic Small High Tah
(0x0064b, 0x0065e,), # Arabic Fathatan ..Arabic Fatha With Two Do
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006de, 0x006e4,), # Arabic Start Of Rub El H..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00901, 0x00902,), # Devanagari Sign Candrabi..Devanagari Sign Anusvara
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00954,), # Devanagari Stress Sign U..Devanagari Acute Accent
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b43,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d41, 0x00d43,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f90, 0x00f97,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01032,), # Myanmar Vowel Sign Ai
(0x01036, 0x01037,), # Myanmar Sign Anusvara ..Myanmar Sign Dot Below
(0x01039, 0x01039,), # Myanmar Sign Virama
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0135f, 0x0135f,), # Ethiopic Combining Gemination Mark
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01dc0, 0x01dca,), # Combining Dotted Grave A..Combining Latin Small Le
(0x01dfe, 0x01dff,), # Combining Left Arrowhead..Combining Right Arrowhea
(0x020d0, 0x020ef,), # Combining Left Harpoon A..Combining Right Arrow Be
(0x0302a, 0x0302f,), # Ideographic Level Tone M..Hangul Double Dot Tone M
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe23,), # Combining Ligature Left ..Combining Double Tilde R
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'5.1.0': (
# Source: DerivedGeneralCategory-5.1.0.txt
# Date: 2008-03-20, 17:54:57 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065e,), # Arabic Fathatan ..Arabic Fatha With Two Do
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006de, 0x006e4,), # Arabic Start Of Rub El H..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00901, 0x00902,), # Devanagari Sign Candrabi..Devanagari Sign Anusvara
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00954,), # Devanagari Stress Sign U..Devanagari Acute Accent
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f90, 0x00f97,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0135f, 0x0135f,), # Ethiopic Combining Gemination Mark
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01dc0, 0x01de6,), # Combining Dotted Grave A..Combining Latin Small Le
(0x01dfe, 0x01dff,), # Combining Left Arrowhead..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302f,), # Ideographic Level Tone M..Hangul Double Dot Tone M
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a67c, 0x0a67d,), # Combining Cyrillic Kavyk..Combining Cyrillic Payer
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe26,), # Combining Ligature Left ..Combining Conjoining Mac
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'5.2.0': (
# Source: DerivedGeneralCategory-5.2.0.txt
# Date: 2009-08-22, 04:58:21 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065e,), # Arabic Fathatan ..Arabic Fatha With Two Do
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006de, 0x006e4,), # Arabic Start Of Rub El H..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00900, 0x00902,), # Devanagari Sign Inverted..Devanagari Sign Anusvara
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00955,), # Devanagari Stress Sign U..Devanagari Vowel Sign Ca
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f90, 0x00f97,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135f, 0x0135f,), # Ethiopic Combining Gemination Mark
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01dc0, 0x01de6,), # Combining Dotted Grave A..Combining Latin Small Le
(0x01dfd, 0x01dff,), # Combining Almost Equal T..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302f,), # Ideographic Level Tone M..Hangul Double Dot Tone M
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a67c, 0x0a67d,), # Combining Cyrillic Kavyk..Combining Cyrillic Payer
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe26,), # Combining Ligature Left ..Combining Conjoining Mac
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x11080, 0x11081,), # Kaithi Sign Candrabindu ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'6.0.0': (
# Source: DerivedGeneralCategory-6.0.0.txt
# Date: 2010-08-19, 00:48:09 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x00900, 0x00902,), # Devanagari Sign Inverted..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01dc0, 0x01de6,), # Combining Dotted Grave A..Combining Latin Small Le
(0x01dfc, 0x01dff,), # Combining Double Inverte..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302f,), # Ideographic Level Tone M..Hangul Double Dot Tone M
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a67c, 0x0a67d,), # Combining Cyrillic Kavyk..Combining Cyrillic Payer
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe26,), # Combining Ligature Left ..Combining Conjoining Mac
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x11080, 0x11081,), # Kaithi Sign Candrabindu ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'6.1.0': (
# Source: DerivedGeneralCategory-6.1.0.txt
# Date: 2011-11-27, 05:10:22 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008e4, 0x008fe,), # Arabic Curly Fatha ..Arabic Damma With Dot
(0x00900, 0x00902,), # Devanagari Sign Inverted..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bab,), # Sundanese Sign Virama
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01dc0, 0x01de6,), # Combining Dotted Grave A..Combining Latin Small Le
(0x01dfc, 0x01dff,), # Combining Double Inverte..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69f, 0x0a69f,), # Combining Cyrillic Letter Iotified E
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe26,), # Combining Ligature Left ..Combining Conjoining Mac
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x11080, 0x11081,), # Kaithi Sign Candrabindu ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'6.2.0': (
# Source: DerivedGeneralCategory-6.2.0.txt
# Date: 2012-05-20, 00:42:34 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008e4, 0x008fe,), # Arabic Curly Fatha ..Arabic Damma With Dot
(0x00900, 0x00902,), # Devanagari Sign Inverted..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bab,), # Sundanese Sign Virama
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01dc0, 0x01de6,), # Combining Dotted Grave A..Combining Latin Small Le
(0x01dfc, 0x01dff,), # Combining Double Inverte..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69f, 0x0a69f,), # Combining Cyrillic Letter Iotified E
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe26,), # Combining Ligature Left ..Combining Conjoining Mac
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x11080, 0x11081,), # Kaithi Sign Candrabindu ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'6.3.0': (
# Source: DerivedGeneralCategory-6.3.0.txt
# Date: 2013-07-05, 14:08:45 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008e4, 0x008fe,), # Arabic Curly Fatha ..Arabic Damma With Dot
(0x00900, 0x00902,), # Devanagari Sign Inverted..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bab,), # Sundanese Sign Virama
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01dc0, 0x01de6,), # Combining Dotted Grave A..Combining Latin Small Le
(0x01dfc, 0x01dff,), # Combining Double Inverte..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69f, 0x0a69f,), # Combining Cyrillic Letter Iotified E
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe26,), # Combining Ligature Left ..Combining Conjoining Mac
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x11080, 0x11081,), # Kaithi Sign Candrabindu ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'7.0.0': (
# Source: DerivedGeneralCategory-7.0.0.txt
# Date: 2014-02-07, 18:42:12 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008e4, 0x00902,), # Arabic Curly Fatha ..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d01, 0x00d01,), # Malayalam Sign Candrabindu
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01abe,), # Combining Doubled Circum..Combining Parentheses Ov
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df5,), # Combining Dotted Grave A..Combining Up Tack Above
(0x01dfc, 0x01dff,), # Combining Double Inverte..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69f, 0x0a69f,), # Combining Cyrillic Letter Iotified E
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2d,), # Combining Ligature Left ..Combining Conjoining Mac
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11301, 0x11301,), # Grantha Sign Candrabindu
(0x1133c, 0x1133c,), # Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'8.0.0': (
# Source: DerivedGeneralCategory-8.0.0.txt
# Date: 2015-02-13, 13:47:11 GMT [MD]
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d01, 0x00d01,), # Malayalam Sign Candrabindu
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01abe,), # Combining Doubled Circum..Combining Parentheses Ov
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df5,), # Combining Dotted Grave A..Combining Up Tack Above
(0x01dfc, 0x01dff,), # Combining Double Inverte..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c4,), # Saurashtra Sign Virama
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111ca, 0x111cc,), # Sharada Sign Nukta ..Sharada Extra Short Vowe
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133c, 0x1133c,), # Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'9.0.0': (
# Source: DerivedGeneralCategory-9.0.0.txt
# Date: 2016-06-01, 10:34:26 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008d4, 0x008e1,), # Arabic Small High Word A..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d01, 0x00d01,), # Malayalam Sign Candrabindu
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01abe,), # Combining Doubled Circum..Combining Parentheses Ov
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df5,), # Combining Dotted Grave A..Combining Up Tack Above
(0x01dfb, 0x01dff,), # Combining Deletion Mark ..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111ca, 0x111cc,), # Sharada Sign Nukta ..Sharada Extra Short Vowe
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133c, 0x1133c,), # Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'10.0.0': (
# Source: DerivedGeneralCategory-10.0.0.txt
# Date: 2017-03-08, 08:41:49 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008d4, 0x008e1,), # Arabic Small High Word A..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00afa, 0x00aff,), # Gujarati Sign Sukun ..Gujarati Sign Two-circle
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d00, 0x00d01,), # Malayalam Sign Combining..Malayalam Sign Candrabin
(0x00d3b, 0x00d3c,), # Malayalam Sign Vertical ..Malayalam Sign Circular
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01abe,), # Combining Doubled Circum..Combining Parentheses Ov
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df9,), # Combining Dotted Grave A..Combining Wide Inverted
(0x01dfb, 0x01dff,), # Combining Deletion Mark ..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111ca, 0x111cc,), # Sharada Sign Nukta ..Sharada Extra Short Vowe
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133c, 0x1133c,), # Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x11a01, 0x11a06,), # Zanabazar Square Vowel S..Zanabazar Square Vowel S
(0x11a09, 0x11a0a,), # Zanabazar Square Vowel S..Zanabazar Square Vowel L
(0x11a33, 0x11a38,), # Zanabazar Square Final C..Zanabazar Square Sign An
(0x11a3b, 0x11a3e,), # Zanabazar Square Cluster..Zanabazar Square Cluster
(0x11a47, 0x11a47,), # Zanabazar Square Subjoiner
(0x11a51, 0x11a56,), # Soyombo Vowel Sign I ..Soyombo Vowel Sign Oe
(0x11a59, 0x11a5b,), # Soyombo Vowel Sign Vocal..Soyombo Vowel Length Mar
(0x11a8a, 0x11a96,), # Soyombo Final Consonant ..Soyombo Sign Anusvara
(0x11a98, 0x11a99,), # Soyombo Gemination Mark ..Soyombo Subjoiner
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x11d31, 0x11d36,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3a, 0x11d3a,), # Masaram Gondi Vowel Sign E
(0x11d3c, 0x11d3d,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3f, 0x11d45,), # Masaram Gondi Vowel Sign..Masaram Gondi Virama
(0x11d47, 0x11d47,), # Masaram Gondi Ra-kara
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'11.0.0': (
# Source: DerivedGeneralCategory-11.0.0.txt
# Date: 2018-02-21, 05:34:04 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x007fd, 0x007fd,), # Nko Dantayalan
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008d3, 0x008e1,), # Arabic Small Low Waw ..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x009fe, 0x009fe,), # Bengali Sandhi Mark
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00afa, 0x00aff,), # Gujarati Sign Sukun ..Gujarati Sign Two-circle
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c04, 0x00c04,), # Telugu Sign Combining Anusvara Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d00, 0x00d01,), # Malayalam Sign Combining..Malayalam Sign Candrabin
(0x00d3b, 0x00d3c,), # Malayalam Sign Vertical ..Malayalam Sign Circular
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00eb9,), # Lao Vowel Sign I ..Lao Vowel Sign Uu
(0x00ebb, 0x00ebc,), # Lao Vowel Sign Mai Kon ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01abe,), # Combining Doubled Circum..Combining Parentheses Ov
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df9,), # Combining Dotted Grave A..Combining Wide Inverted
(0x01dfb, 0x01dff,), # Combining Deletion Mark ..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a8ff, 0x0a8ff,), # Devanagari Vowel Sign Ay
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bc,), # Javanese Vowel Sign Pepet
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x10d24, 0x10d27,), # Hanifi Rohingya Sign Har..Hanifi Rohingya Sign Tas
(0x10f46, 0x10f50,), # Sogdian Combining Dot Be..Sogdian Combining Stroke
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111c9, 0x111cc,), # Sharada Sandhi Mark ..Sharada Extra Short Vowe
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133b, 0x1133c,), # Combining Bindu Below ..Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x1145e, 0x1145e,), # Newa Sandhi Mark
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x1182f, 0x11837,), # Dogra Vowel Sign U ..Dogra Sign Anusvara
(0x11839, 0x1183a,), # Dogra Sign Virama ..Dogra Sign Nukta
(0x11a01, 0x11a0a,), # Zanabazar Square Vowel S..Zanabazar Square Vowel L
(0x11a33, 0x11a38,), # Zanabazar Square Final C..Zanabazar Square Sign An
(0x11a3b, 0x11a3e,), # Zanabazar Square Cluster..Zanabazar Square Cluster
(0x11a47, 0x11a47,), # Zanabazar Square Subjoiner
(0x11a51, 0x11a56,), # Soyombo Vowel Sign I ..Soyombo Vowel Sign Oe
(0x11a59, 0x11a5b,), # Soyombo Vowel Sign Vocal..Soyombo Vowel Length Mar
(0x11a8a, 0x11a96,), # Soyombo Final Consonant ..Soyombo Sign Anusvara
(0x11a98, 0x11a99,), # Soyombo Gemination Mark ..Soyombo Subjoiner
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x11d31, 0x11d36,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3a, 0x11d3a,), # Masaram Gondi Vowel Sign E
(0x11d3c, 0x11d3d,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3f, 0x11d45,), # Masaram Gondi Vowel Sign..Masaram Gondi Virama
(0x11d47, 0x11d47,), # Masaram Gondi Ra-kara
(0x11d90, 0x11d91,), # Gunjala Gondi Vowel Sign..Gunjala Gondi Vowel Sign
(0x11d95, 0x11d95,), # Gunjala Gondi Sign Anusvara
(0x11d97, 0x11d97,), # Gunjala Gondi Virama
(0x11ef3, 0x11ef4,), # Makasar Vowel Sign I ..Makasar Vowel Sign U
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'12.0.0': (
# Source: DerivedGeneralCategory-12.0.0.txt
# Date: 2019-01-22, 08:18:28 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x007fd, 0x007fd,), # Nko Dantayalan
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008d3, 0x008e1,), # Arabic Small Low Waw ..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x009fe, 0x009fe,), # Bengali Sandhi Mark
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00afa, 0x00aff,), # Gujarati Sign Sukun ..Gujarati Sign Two-circle
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c04, 0x00c04,), # Telugu Sign Combining Anusvara Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d00, 0x00d01,), # Malayalam Sign Combining..Malayalam Sign Candrabin
(0x00d3b, 0x00d3c,), # Malayalam Sign Vertical ..Malayalam Sign Circular
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00ebc,), # Lao Vowel Sign I ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01abe,), # Combining Doubled Circum..Combining Parentheses Ov
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df9,), # Combining Dotted Grave A..Combining Wide Inverted
(0x01dfb, 0x01dff,), # Combining Deletion Mark ..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a8ff, 0x0a8ff,), # Devanagari Vowel Sign Ay
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bd,), # Javanese Vowel Sign Pepe..Javanese Consonant Sign
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x10d24, 0x10d27,), # Hanifi Rohingya Sign Har..Hanifi Rohingya Sign Tas
(0x10f46, 0x10f50,), # Sogdian Combining Dot Be..Sogdian Combining Stroke
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111c9, 0x111cc,), # Sharada Sandhi Mark ..Sharada Extra Short Vowe
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133b, 0x1133c,), # Combining Bindu Below ..Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x1145e, 0x1145e,), # Newa Sandhi Mark
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x1182f, 0x11837,), # Dogra Vowel Sign U ..Dogra Sign Anusvara
(0x11839, 0x1183a,), # Dogra Sign Virama ..Dogra Sign Nukta
(0x119d4, 0x119d7,), # Nandinagari Vowel Sign U..Nandinagari Vowel Sign V
(0x119da, 0x119db,), # Nandinagari Vowel Sign E..Nandinagari Vowel Sign A
(0x119e0, 0x119e0,), # Nandinagari Sign Virama
(0x11a01, 0x11a0a,), # Zanabazar Square Vowel S..Zanabazar Square Vowel L
(0x11a33, 0x11a38,), # Zanabazar Square Final C..Zanabazar Square Sign An
(0x11a3b, 0x11a3e,), # Zanabazar Square Cluster..Zanabazar Square Cluster
(0x11a47, 0x11a47,), # Zanabazar Square Subjoiner
(0x11a51, 0x11a56,), # Soyombo Vowel Sign I ..Soyombo Vowel Sign Oe
(0x11a59, 0x11a5b,), # Soyombo Vowel Sign Vocal..Soyombo Vowel Length Mar
(0x11a8a, 0x11a96,), # Soyombo Final Consonant ..Soyombo Sign Anusvara
(0x11a98, 0x11a99,), # Soyombo Gemination Mark ..Soyombo Subjoiner
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x11d31, 0x11d36,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3a, 0x11d3a,), # Masaram Gondi Vowel Sign E
(0x11d3c, 0x11d3d,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3f, 0x11d45,), # Masaram Gondi Vowel Sign..Masaram Gondi Virama
(0x11d47, 0x11d47,), # Masaram Gondi Ra-kara
(0x11d90, 0x11d91,), # Gunjala Gondi Vowel Sign..Gunjala Gondi Vowel Sign
(0x11d95, 0x11d95,), # Gunjala Gondi Sign Anusvara
(0x11d97, 0x11d97,), # Gunjala Gondi Virama
(0x11ef3, 0x11ef4,), # Makasar Vowel Sign I ..Makasar Vowel Sign U
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f4f, 0x16f4f,), # Miao Sign Consonant Modifier Bar
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e130, 0x1e136,), # Nyiakeng Puachue Hmong T..Nyiakeng Puachue Hmong T
(0x1e2ec, 0x1e2ef,), # Wancho Tone Tup ..Wancho Tone Koini
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'12.1.0': (
# Source: DerivedGeneralCategory-12.1.0.txt
# Date: 2019-03-10, 10:53:08 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x007fd, 0x007fd,), # Nko Dantayalan
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008d3, 0x008e1,), # Arabic Small Low Waw ..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x009fe, 0x009fe,), # Bengali Sandhi Mark
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00afa, 0x00aff,), # Gujarati Sign Sukun ..Gujarati Sign Two-circle
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b56, 0x00b56,), # Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c04, 0x00c04,), # Telugu Sign Combining Anusvara Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d00, 0x00d01,), # Malayalam Sign Combining..Malayalam Sign Candrabin
(0x00d3b, 0x00d3c,), # Malayalam Sign Vertical ..Malayalam Sign Circular
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00ebc,), # Lao Vowel Sign I ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01abe,), # Combining Doubled Circum..Combining Parentheses Ov
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df9,), # Combining Dotted Grave A..Combining Wide Inverted
(0x01dfb, 0x01dff,), # Combining Deletion Mark ..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a8ff, 0x0a8ff,), # Devanagari Vowel Sign Ay
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bd,), # Javanese Vowel Sign Pepe..Javanese Consonant Sign
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x10d24, 0x10d27,), # Hanifi Rohingya Sign Har..Hanifi Rohingya Sign Tas
(0x10f46, 0x10f50,), # Sogdian Combining Dot Be..Sogdian Combining Stroke
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111c9, 0x111cc,), # Sharada Sandhi Mark ..Sharada Extra Short Vowe
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133b, 0x1133c,), # Combining Bindu Below ..Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x1145e, 0x1145e,), # Newa Sandhi Mark
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x1182f, 0x11837,), # Dogra Vowel Sign U ..Dogra Sign Anusvara
(0x11839, 0x1183a,), # Dogra Sign Virama ..Dogra Sign Nukta
(0x119d4, 0x119d7,), # Nandinagari Vowel Sign U..Nandinagari Vowel Sign V
(0x119da, 0x119db,), # Nandinagari Vowel Sign E..Nandinagari Vowel Sign A
(0x119e0, 0x119e0,), # Nandinagari Sign Virama
(0x11a01, 0x11a0a,), # Zanabazar Square Vowel S..Zanabazar Square Vowel L
(0x11a33, 0x11a38,), # Zanabazar Square Final C..Zanabazar Square Sign An
(0x11a3b, 0x11a3e,), # Zanabazar Square Cluster..Zanabazar Square Cluster
(0x11a47, 0x11a47,), # Zanabazar Square Subjoiner
(0x11a51, 0x11a56,), # Soyombo Vowel Sign I ..Soyombo Vowel Sign Oe
(0x11a59, 0x11a5b,), # Soyombo Vowel Sign Vocal..Soyombo Vowel Length Mar
(0x11a8a, 0x11a96,), # Soyombo Final Consonant ..Soyombo Sign Anusvara
(0x11a98, 0x11a99,), # Soyombo Gemination Mark ..Soyombo Subjoiner
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x11d31, 0x11d36,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3a, 0x11d3a,), # Masaram Gondi Vowel Sign E
(0x11d3c, 0x11d3d,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3f, 0x11d45,), # Masaram Gondi Vowel Sign..Masaram Gondi Virama
(0x11d47, 0x11d47,), # Masaram Gondi Ra-kara
(0x11d90, 0x11d91,), # Gunjala Gondi Vowel Sign..Gunjala Gondi Vowel Sign
(0x11d95, 0x11d95,), # Gunjala Gondi Sign Anusvara
(0x11d97, 0x11d97,), # Gunjala Gondi Virama
(0x11ef3, 0x11ef4,), # Makasar Vowel Sign I ..Makasar Vowel Sign U
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f4f, 0x16f4f,), # Miao Sign Consonant Modifier Bar
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e130, 0x1e136,), # Nyiakeng Puachue Hmong T..Nyiakeng Puachue Hmong T
(0x1e2ec, 0x1e2ef,), # Wancho Tone Tup ..Wancho Tone Koini
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'13.0.0': (
# Source: DerivedGeneralCategory-13.0.0.txt
# Date: 2019-10-21, 14:30:32 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x007fd, 0x007fd,), # Nko Dantayalan
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x008d3, 0x008e1,), # Arabic Small Low Waw ..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x009fe, 0x009fe,), # Bengali Sandhi Mark
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00afa, 0x00aff,), # Gujarati Sign Sukun ..Gujarati Sign Two-circle
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b55, 0x00b56,), # Oriya Sign Overline ..Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c04, 0x00c04,), # Telugu Sign Combining Anusvara Above
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d00, 0x00d01,), # Malayalam Sign Combining..Malayalam Sign Candrabin
(0x00d3b, 0x00d3c,), # Malayalam Sign Vertical ..Malayalam Sign Circular
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00d81, 0x00d81,), # Sinhala Sign Candrabindu
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00ebc,), # Lao Vowel Sign I ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01734,), # Hanunoo Vowel Sign I ..Hanunoo Sign Pamudpod
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01ac0,), # Combining Doubled Circum..Combining Latin Small Le
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01df9,), # Combining Dotted Grave A..Combining Wide Inverted
(0x01dfb, 0x01dff,), # Combining Deletion Mark ..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a82c, 0x0a82c,), # Syloti Nagri Sign Alternate Hasanta
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a8ff, 0x0a8ff,), # Devanagari Vowel Sign Ay
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bd,), # Javanese Vowel Sign Pepe..Javanese Consonant Sign
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x10d24, 0x10d27,), # Hanifi Rohingya Sign Har..Hanifi Rohingya Sign Tas
(0x10eab, 0x10eac,), # Yezidi Combining Hamza M..Yezidi Combining Madda M
(0x10f46, 0x10f50,), # Sogdian Combining Dot Be..Sogdian Combining Stroke
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111c9, 0x111cc,), # Sharada Sandhi Mark ..Sharada Extra Short Vowe
(0x111cf, 0x111cf,), # Sharada Sign Inverted Candrabindu
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133b, 0x1133c,), # Combining Bindu Below ..Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x1145e, 0x1145e,), # Newa Sandhi Mark
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x1182f, 0x11837,), # Dogra Vowel Sign U ..Dogra Sign Anusvara
(0x11839, 0x1183a,), # Dogra Sign Virama ..Dogra Sign Nukta
(0x1193b, 0x1193c,), # Dives Akuru Sign Anusvar..Dives Akuru Sign Candrab
(0x1193e, 0x1193e,), # Dives Akuru Virama
(0x11943, 0x11943,), # Dives Akuru Sign Nukta
(0x119d4, 0x119d7,), # Nandinagari Vowel Sign U..Nandinagari Vowel Sign V
(0x119da, 0x119db,), # Nandinagari Vowel Sign E..Nandinagari Vowel Sign A
(0x119e0, 0x119e0,), # Nandinagari Sign Virama
(0x11a01, 0x11a0a,), # Zanabazar Square Vowel S..Zanabazar Square Vowel L
(0x11a33, 0x11a38,), # Zanabazar Square Final C..Zanabazar Square Sign An
(0x11a3b, 0x11a3e,), # Zanabazar Square Cluster..Zanabazar Square Cluster
(0x11a47, 0x11a47,), # Zanabazar Square Subjoiner
(0x11a51, 0x11a56,), # Soyombo Vowel Sign I ..Soyombo Vowel Sign Oe
(0x11a59, 0x11a5b,), # Soyombo Vowel Sign Vocal..Soyombo Vowel Length Mar
(0x11a8a, 0x11a96,), # Soyombo Final Consonant ..Soyombo Sign Anusvara
(0x11a98, 0x11a99,), # Soyombo Gemination Mark ..Soyombo Subjoiner
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x11d31, 0x11d36,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3a, 0x11d3a,), # Masaram Gondi Vowel Sign E
(0x11d3c, 0x11d3d,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3f, 0x11d45,), # Masaram Gondi Vowel Sign..Masaram Gondi Virama
(0x11d47, 0x11d47,), # Masaram Gondi Ra-kara
(0x11d90, 0x11d91,), # Gunjala Gondi Vowel Sign..Gunjala Gondi Vowel Sign
(0x11d95, 0x11d95,), # Gunjala Gondi Sign Anusvara
(0x11d97, 0x11d97,), # Gunjala Gondi Virama
(0x11ef3, 0x11ef4,), # Makasar Vowel Sign I ..Makasar Vowel Sign U
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f4f, 0x16f4f,), # Miao Sign Consonant Modifier Bar
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x16fe4, 0x16fe4,), # Khitan Small Script Filler
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e130, 0x1e136,), # Nyiakeng Puachue Hmong T..Nyiakeng Puachue Hmong T
(0x1e2ec, 0x1e2ef,), # Wancho Tone Tup ..Wancho Tone Koini
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'14.0.0': (
# Source: DerivedGeneralCategory-14.0.0.txt
# Date: 2021-07-10, 00:35:08 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x007fd, 0x007fd,), # Nko Dantayalan
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x00898, 0x0089f,), # Arabic Small High Word A..Arabic Half Madda Over M
(0x008ca, 0x008e1,), # Arabic Small High Farsi ..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x009fe, 0x009fe,), # Bengali Sandhi Mark
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00afa, 0x00aff,), # Gujarati Sign Sukun ..Gujarati Sign Two-circle
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b55, 0x00b56,), # Oriya Sign Overline ..Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c04, 0x00c04,), # Telugu Sign Combining Anusvara Above
(0x00c3c, 0x00c3c,), # Telugu Sign Nukta
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d00, 0x00d01,), # Malayalam Sign Combining..Malayalam Sign Candrabin
(0x00d3b, 0x00d3c,), # Malayalam Sign Vertical ..Malayalam Sign Circular
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00d81, 0x00d81,), # Sinhala Sign Candrabindu
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00ebc,), # Lao Vowel Sign I ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ecd,), # Lao Tone Mai Ek ..Lao Niggahita
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01733,), # Hanunoo Vowel Sign I ..Hanunoo Vowel Sign U
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x0180f, 0x0180f,), # Mongolian Free Variation Selector Four
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01ace,), # Combining Doubled Circum..Combining Latin Small Le
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01dff,), # Combining Dotted Grave A..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a82c, 0x0a82c,), # Syloti Nagri Sign Alternate Hasanta
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a8ff, 0x0a8ff,), # Devanagari Vowel Sign Ay
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bd,), # Javanese Vowel Sign Pepe..Javanese Consonant Sign
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x10d24, 0x10d27,), # Hanifi Rohingya Sign Har..Hanifi Rohingya Sign Tas
(0x10eab, 0x10eac,), # Yezidi Combining Hamza M..Yezidi Combining Madda M
(0x10f46, 0x10f50,), # Sogdian Combining Dot Be..Sogdian Combining Stroke
(0x10f82, 0x10f85,), # Old Uyghur Combining Dot..Old Uyghur Combining Two
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x11070, 0x11070,), # Brahmi Sign Old Tamil Virama
(0x11073, 0x11074,), # Brahmi Vowel Sign Old Ta..Brahmi Vowel Sign Old Ta
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x110c2, 0x110c2,), # Kaithi Vowel Sign Vocalic R
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111c9, 0x111cc,), # Sharada Sandhi Mark ..Sharada Extra Short Vowe
(0x111cf, 0x111cf,), # Sharada Sign Inverted Candrabindu
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133b, 0x1133c,), # Combining Bindu Below ..Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x1145e, 0x1145e,), # Newa Sandhi Mark
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x1182f, 0x11837,), # Dogra Vowel Sign U ..Dogra Sign Anusvara
(0x11839, 0x1183a,), # Dogra Sign Virama ..Dogra Sign Nukta
(0x1193b, 0x1193c,), # Dives Akuru Sign Anusvar..Dives Akuru Sign Candrab
(0x1193e, 0x1193e,), # Dives Akuru Virama
(0x11943, 0x11943,), # Dives Akuru Sign Nukta
(0x119d4, 0x119d7,), # Nandinagari Vowel Sign U..Nandinagari Vowel Sign V
(0x119da, 0x119db,), # Nandinagari Vowel Sign E..Nandinagari Vowel Sign A
(0x119e0, 0x119e0,), # Nandinagari Sign Virama
(0x11a01, 0x11a0a,), # Zanabazar Square Vowel S..Zanabazar Square Vowel L
(0x11a33, 0x11a38,), # Zanabazar Square Final C..Zanabazar Square Sign An
(0x11a3b, 0x11a3e,), # Zanabazar Square Cluster..Zanabazar Square Cluster
(0x11a47, 0x11a47,), # Zanabazar Square Subjoiner
(0x11a51, 0x11a56,), # Soyombo Vowel Sign I ..Soyombo Vowel Sign Oe
(0x11a59, 0x11a5b,), # Soyombo Vowel Sign Vocal..Soyombo Vowel Length Mar
(0x11a8a, 0x11a96,), # Soyombo Final Consonant ..Soyombo Sign Anusvara
(0x11a98, 0x11a99,), # Soyombo Gemination Mark ..Soyombo Subjoiner
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x11d31, 0x11d36,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3a, 0x11d3a,), # Masaram Gondi Vowel Sign E
(0x11d3c, 0x11d3d,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3f, 0x11d45,), # Masaram Gondi Vowel Sign..Masaram Gondi Virama
(0x11d47, 0x11d47,), # Masaram Gondi Ra-kara
(0x11d90, 0x11d91,), # Gunjala Gondi Vowel Sign..Gunjala Gondi Vowel Sign
(0x11d95, 0x11d95,), # Gunjala Gondi Sign Anusvara
(0x11d97, 0x11d97,), # Gunjala Gondi Virama
(0x11ef3, 0x11ef4,), # Makasar Vowel Sign I ..Makasar Vowel Sign U
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f4f, 0x16f4f,), # Miao Sign Consonant Modifier Bar
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x16fe4, 0x16fe4,), # Khitan Small Script Filler
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1cf00, 0x1cf2d,), # Znamenny Combining Mark ..Znamenny Combining Mark
(0x1cf30, 0x1cf46,), # Znamenny Combining Tonal..Znamenny Priznak Modifie
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e130, 0x1e136,), # Nyiakeng Puachue Hmong T..Nyiakeng Puachue Hmong T
(0x1e2ae, 0x1e2ae,), # Toto Sign Rising Tone
(0x1e2ec, 0x1e2ef,), # Wancho Tone Tup ..Wancho Tone Koini
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
'15.0.0': (
# Source: DerivedGeneralCategory-15.0.0.txt
# Date: 2022-04-26, 23:14:35 GMT
#
(0x00300, 0x0036f,), # Combining Grave Accent ..Combining Latin Small Le
(0x00483, 0x00489,), # Combining Cyrillic Titlo..Combining Cyrillic Milli
(0x00591, 0x005bd,), # Hebrew Accent Etnahta ..Hebrew Point Meteg
(0x005bf, 0x005bf,), # Hebrew Point Rafe
(0x005c1, 0x005c2,), # Hebrew Point Shin Dot ..Hebrew Point Sin Dot
(0x005c4, 0x005c5,), # Hebrew Mark Upper Dot ..Hebrew Mark Lower Dot
(0x005c7, 0x005c7,), # Hebrew Point Qamats Qatan
(0x00610, 0x0061a,), # Arabic Sign Sallallahou ..Arabic Small Kasra
(0x0064b, 0x0065f,), # Arabic Fathatan ..Arabic Wavy Hamza Below
(0x00670, 0x00670,), # Arabic Letter Superscript Alef
(0x006d6, 0x006dc,), # Arabic Small High Ligatu..Arabic Small High Seen
(0x006df, 0x006e4,), # Arabic Small High Rounde..Arabic Small High Madda
(0x006e7, 0x006e8,), # Arabic Small High Yeh ..Arabic Small High Noon
(0x006ea, 0x006ed,), # Arabic Empty Centre Low ..Arabic Small Low Meem
(0x00711, 0x00711,), # Syriac Letter Superscript Alaph
(0x00730, 0x0074a,), # Syriac Pthaha Above ..Syriac Barrekh
(0x007a6, 0x007b0,), # Thaana Abafili ..Thaana Sukun
(0x007eb, 0x007f3,), # Nko Combining Short High..Nko Combining Double Dot
(0x007fd, 0x007fd,), # Nko Dantayalan
(0x00816, 0x00819,), # Samaritan Mark In ..Samaritan Mark Dagesh
(0x0081b, 0x00823,), # Samaritan Mark Epentheti..Samaritan Vowel Sign A
(0x00825, 0x00827,), # Samaritan Vowel Sign Sho..Samaritan Vowel Sign U
(0x00829, 0x0082d,), # Samaritan Vowel Sign Lon..Samaritan Mark Nequdaa
(0x00859, 0x0085b,), # Mandaic Affrication Mark..Mandaic Gemination Mark
(0x00898, 0x0089f,), # Arabic Small High Word A..Arabic Half Madda Over M
(0x008ca, 0x008e1,), # Arabic Small High Farsi ..Arabic Small High Sign S
(0x008e3, 0x00902,), # Arabic Turned Damma Belo..Devanagari Sign Anusvara
(0x0093a, 0x0093a,), # Devanagari Vowel Sign Oe
(0x0093c, 0x0093c,), # Devanagari Sign Nukta
(0x00941, 0x00948,), # Devanagari Vowel Sign U ..Devanagari Vowel Sign Ai
(0x0094d, 0x0094d,), # Devanagari Sign Virama
(0x00951, 0x00957,), # Devanagari Stress Sign U..Devanagari Vowel Sign Uu
(0x00962, 0x00963,), # Devanagari Vowel Sign Vo..Devanagari Vowel Sign Vo
(0x00981, 0x00981,), # Bengali Sign Candrabindu
(0x009bc, 0x009bc,), # Bengali Sign Nukta
(0x009c1, 0x009c4,), # Bengali Vowel Sign U ..Bengali Vowel Sign Vocal
(0x009cd, 0x009cd,), # Bengali Sign Virama
(0x009e2, 0x009e3,), # Bengali Vowel Sign Vocal..Bengali Vowel Sign Vocal
(0x009fe, 0x009fe,), # Bengali Sandhi Mark
(0x00a01, 0x00a02,), # Gurmukhi Sign Adak Bindi..Gurmukhi Sign Bindi
(0x00a3c, 0x00a3c,), # Gurmukhi Sign Nukta
(0x00a41, 0x00a42,), # Gurmukhi Vowel Sign U ..Gurmukhi Vowel Sign Uu
(0x00a47, 0x00a48,), # Gurmukhi Vowel Sign Ee ..Gurmukhi Vowel Sign Ai
(0x00a4b, 0x00a4d,), # Gurmukhi Vowel Sign Oo ..Gurmukhi Sign Virama
(0x00a51, 0x00a51,), # Gurmukhi Sign Udaat
(0x00a70, 0x00a71,), # Gurmukhi Tippi ..Gurmukhi Addak
(0x00a75, 0x00a75,), # Gurmukhi Sign Yakash
(0x00a81, 0x00a82,), # Gujarati Sign Candrabind..Gujarati Sign Anusvara
(0x00abc, 0x00abc,), # Gujarati Sign Nukta
(0x00ac1, 0x00ac5,), # Gujarati Vowel Sign U ..Gujarati Vowel Sign Cand
(0x00ac7, 0x00ac8,), # Gujarati Vowel Sign E ..Gujarati Vowel Sign Ai
(0x00acd, 0x00acd,), # Gujarati Sign Virama
(0x00ae2, 0x00ae3,), # Gujarati Vowel Sign Voca..Gujarati Vowel Sign Voca
(0x00afa, 0x00aff,), # Gujarati Sign Sukun ..Gujarati Sign Two-circle
(0x00b01, 0x00b01,), # Oriya Sign Candrabindu
(0x00b3c, 0x00b3c,), # Oriya Sign Nukta
(0x00b3f, 0x00b3f,), # Oriya Vowel Sign I
(0x00b41, 0x00b44,), # Oriya Vowel Sign U ..Oriya Vowel Sign Vocalic
(0x00b4d, 0x00b4d,), # Oriya Sign Virama
(0x00b55, 0x00b56,), # Oriya Sign Overline ..Oriya Ai Length Mark
(0x00b62, 0x00b63,), # Oriya Vowel Sign Vocalic..Oriya Vowel Sign Vocalic
(0x00b82, 0x00b82,), # Tamil Sign Anusvara
(0x00bc0, 0x00bc0,), # Tamil Vowel Sign Ii
(0x00bcd, 0x00bcd,), # Tamil Sign Virama
(0x00c00, 0x00c00,), # Telugu Sign Combining Candrabindu Above
(0x00c04, 0x00c04,), # Telugu Sign Combining Anusvara Above
(0x00c3c, 0x00c3c,), # Telugu Sign Nukta
(0x00c3e, 0x00c40,), # Telugu Vowel Sign Aa ..Telugu Vowel Sign Ii
(0x00c46, 0x00c48,), # Telugu Vowel Sign E ..Telugu Vowel Sign Ai
(0x00c4a, 0x00c4d,), # Telugu Vowel Sign O ..Telugu Sign Virama
(0x00c55, 0x00c56,), # Telugu Length Mark ..Telugu Ai Length Mark
(0x00c62, 0x00c63,), # Telugu Vowel Sign Vocali..Telugu Vowel Sign Vocali
(0x00c81, 0x00c81,), # Kannada Sign Candrabindu
(0x00cbc, 0x00cbc,), # Kannada Sign Nukta
(0x00cbf, 0x00cbf,), # Kannada Vowel Sign I
(0x00cc6, 0x00cc6,), # Kannada Vowel Sign E
(0x00ccc, 0x00ccd,), # Kannada Vowel Sign Au ..Kannada Sign Virama
(0x00ce2, 0x00ce3,), # Kannada Vowel Sign Vocal..Kannada Vowel Sign Vocal
(0x00d00, 0x00d01,), # Malayalam Sign Combining..Malayalam Sign Candrabin
(0x00d3b, 0x00d3c,), # Malayalam Sign Vertical ..Malayalam Sign Circular
(0x00d41, 0x00d44,), # Malayalam Vowel Sign U ..Malayalam Vowel Sign Voc
(0x00d4d, 0x00d4d,), # Malayalam Sign Virama
(0x00d62, 0x00d63,), # Malayalam Vowel Sign Voc..Malayalam Vowel Sign Voc
(0x00d81, 0x00d81,), # Sinhala Sign Candrabindu
(0x00dca, 0x00dca,), # Sinhala Sign Al-lakuna
(0x00dd2, 0x00dd4,), # Sinhala Vowel Sign Ketti..Sinhala Vowel Sign Ketti
(0x00dd6, 0x00dd6,), # Sinhala Vowel Sign Diga Paa-pilla
(0x00e31, 0x00e31,), # Thai Character Mai Han-akat
(0x00e34, 0x00e3a,), # Thai Character Sara I ..Thai Character Phinthu
(0x00e47, 0x00e4e,), # Thai Character Maitaikhu..Thai Character Yamakkan
(0x00eb1, 0x00eb1,), # Lao Vowel Sign Mai Kan
(0x00eb4, 0x00ebc,), # Lao Vowel Sign I ..Lao Semivowel Sign Lo
(0x00ec8, 0x00ece,), # Lao Tone Mai Ek ..(nil)
(0x00f18, 0x00f19,), # Tibetan Astrological Sig..Tibetan Astrological Sig
(0x00f35, 0x00f35,), # Tibetan Mark Ngas Bzung Nyi Zla
(0x00f37, 0x00f37,), # Tibetan Mark Ngas Bzung Sgor Rtags
(0x00f39, 0x00f39,), # Tibetan Mark Tsa -phru
(0x00f71, 0x00f7e,), # Tibetan Vowel Sign Aa ..Tibetan Sign Rjes Su Nga
(0x00f80, 0x00f84,), # Tibetan Vowel Sign Rever..Tibetan Mark Halanta
(0x00f86, 0x00f87,), # Tibetan Sign Lci Rtags ..Tibetan Sign Yang Rtags
(0x00f8d, 0x00f97,), # Tibetan Subjoined Sign L..Tibetan Subjoined Letter
(0x00f99, 0x00fbc,), # Tibetan Subjoined Letter..Tibetan Subjoined Letter
(0x00fc6, 0x00fc6,), # Tibetan Symbol Padma Gdan
(0x0102d, 0x01030,), # Myanmar Vowel Sign I ..Myanmar Vowel Sign Uu
(0x01032, 0x01037,), # Myanmar Vowel Sign Ai ..Myanmar Sign Dot Below
(0x01039, 0x0103a,), # Myanmar Sign Virama ..Myanmar Sign Asat
(0x0103d, 0x0103e,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01058, 0x01059,), # Myanmar Vowel Sign Vocal..Myanmar Vowel Sign Vocal
(0x0105e, 0x01060,), # Myanmar Consonant Sign M..Myanmar Consonant Sign M
(0x01071, 0x01074,), # Myanmar Vowel Sign Geba ..Myanmar Vowel Sign Kayah
(0x01082, 0x01082,), # Myanmar Consonant Sign Shan Medial Wa
(0x01085, 0x01086,), # Myanmar Vowel Sign Shan ..Myanmar Vowel Sign Shan
(0x0108d, 0x0108d,), # Myanmar Sign Shan Council Emphatic Tone
(0x0109d, 0x0109d,), # Myanmar Vowel Sign Aiton Ai
(0x0135d, 0x0135f,), # Ethiopic Combining Gemin..Ethiopic Combining Gemin
(0x01712, 0x01714,), # Tagalog Vowel Sign I ..Tagalog Sign Virama
(0x01732, 0x01733,), # Hanunoo Vowel Sign I ..Hanunoo Vowel Sign U
(0x01752, 0x01753,), # Buhid Vowel Sign I ..Buhid Vowel Sign U
(0x01772, 0x01773,), # Tagbanwa Vowel Sign I ..Tagbanwa Vowel Sign U
(0x017b4, 0x017b5,), # Khmer Vowel Inherent Aq ..Khmer Vowel Inherent Aa
(0x017b7, 0x017bd,), # Khmer Vowel Sign I ..Khmer Vowel Sign Ua
(0x017c6, 0x017c6,), # Khmer Sign Nikahit
(0x017c9, 0x017d3,), # Khmer Sign Muusikatoan ..Khmer Sign Bathamasat
(0x017dd, 0x017dd,), # Khmer Sign Atthacan
(0x0180b, 0x0180d,), # Mongolian Free Variation..Mongolian Free Variation
(0x0180f, 0x0180f,), # Mongolian Free Variation Selector Four
(0x01885, 0x01886,), # Mongolian Letter Ali Gal..Mongolian Letter Ali Gal
(0x018a9, 0x018a9,), # Mongolian Letter Ali Gali Dagalga
(0x01920, 0x01922,), # Limbu Vowel Sign A ..Limbu Vowel Sign U
(0x01927, 0x01928,), # Limbu Vowel Sign E ..Limbu Vowel Sign O
(0x01932, 0x01932,), # Limbu Small Letter Anusvara
(0x01939, 0x0193b,), # Limbu Sign Mukphreng ..Limbu Sign Sa-i
(0x01a17, 0x01a18,), # Buginese Vowel Sign I ..Buginese Vowel Sign U
(0x01a1b, 0x01a1b,), # Buginese Vowel Sign Ae
(0x01a56, 0x01a56,), # Tai Tham Consonant Sign Medial La
(0x01a58, 0x01a5e,), # Tai Tham Sign Mai Kang L..Tai Tham Consonant Sign
(0x01a60, 0x01a60,), # Tai Tham Sign Sakot
(0x01a62, 0x01a62,), # Tai Tham Vowel Sign Mai Sat
(0x01a65, 0x01a6c,), # Tai Tham Vowel Sign I ..Tai Tham Vowel Sign Oa B
(0x01a73, 0x01a7c,), # Tai Tham Vowel Sign Oa A..Tai Tham Sign Khuen-lue
(0x01a7f, 0x01a7f,), # Tai Tham Combining Cryptogrammic Dot
(0x01ab0, 0x01ace,), # Combining Doubled Circum..Combining Latin Small Le
(0x01b00, 0x01b03,), # Balinese Sign Ulu Ricem ..Balinese Sign Surang
(0x01b34, 0x01b34,), # Balinese Sign Rerekan
(0x01b36, 0x01b3a,), # Balinese Vowel Sign Ulu ..Balinese Vowel Sign Ra R
(0x01b3c, 0x01b3c,), # Balinese Vowel Sign La Lenga
(0x01b42, 0x01b42,), # Balinese Vowel Sign Pepet
(0x01b6b, 0x01b73,), # Balinese Musical Symbol ..Balinese Musical Symbol
(0x01b80, 0x01b81,), # Sundanese Sign Panyecek ..Sundanese Sign Panglayar
(0x01ba2, 0x01ba5,), # Sundanese Consonant Sign..Sundanese Vowel Sign Pan
(0x01ba8, 0x01ba9,), # Sundanese Vowel Sign Pam..Sundanese Vowel Sign Pan
(0x01bab, 0x01bad,), # Sundanese Sign Virama ..Sundanese Consonant Sign
(0x01be6, 0x01be6,), # Batak Sign Tompi
(0x01be8, 0x01be9,), # Batak Vowel Sign Pakpak ..Batak Vowel Sign Ee
(0x01bed, 0x01bed,), # Batak Vowel Sign Karo O
(0x01bef, 0x01bf1,), # Batak Vowel Sign U For S..Batak Consonant Sign H
(0x01c2c, 0x01c33,), # Lepcha Vowel Sign E ..Lepcha Consonant Sign T
(0x01c36, 0x01c37,), # Lepcha Sign Ran ..Lepcha Sign Nukta
(0x01cd0, 0x01cd2,), # Vedic Tone Karshana ..Vedic Tone Prenkha
(0x01cd4, 0x01ce0,), # Vedic Sign Yajurvedic Mi..Vedic Tone Rigvedic Kash
(0x01ce2, 0x01ce8,), # Vedic Sign Visarga Svari..Vedic Sign Visarga Anuda
(0x01ced, 0x01ced,), # Vedic Sign Tiryak
(0x01cf4, 0x01cf4,), # Vedic Tone Candra Above
(0x01cf8, 0x01cf9,), # Vedic Tone Ring Above ..Vedic Tone Double Ring A
(0x01dc0, 0x01dff,), # Combining Dotted Grave A..Combining Right Arrowhea
(0x020d0, 0x020f0,), # Combining Left Harpoon A..Combining Asterisk Above
(0x02cef, 0x02cf1,), # Coptic Combining Ni Abov..Coptic Combining Spiritu
(0x02d7f, 0x02d7f,), # Tifinagh Consonant Joiner
(0x02de0, 0x02dff,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0302a, 0x0302d,), # Ideographic Level Tone M..Ideographic Entering Ton
(0x03099, 0x0309a,), # Combining Katakana-hirag..Combining Katakana-hirag
(0x0a66f, 0x0a672,), # Combining Cyrillic Vzmet..Combining Cyrillic Thous
(0x0a674, 0x0a67d,), # Combining Cyrillic Lette..Combining Cyrillic Payer
(0x0a69e, 0x0a69f,), # Combining Cyrillic Lette..Combining Cyrillic Lette
(0x0a6f0, 0x0a6f1,), # Bamum Combining Mark Koq..Bamum Combining Mark Tuk
(0x0a802, 0x0a802,), # Syloti Nagri Sign Dvisvara
(0x0a806, 0x0a806,), # Syloti Nagri Sign Hasanta
(0x0a80b, 0x0a80b,), # Syloti Nagri Sign Anusvara
(0x0a825, 0x0a826,), # Syloti Nagri Vowel Sign ..Syloti Nagri Vowel Sign
(0x0a82c, 0x0a82c,), # Syloti Nagri Sign Alternate Hasanta
(0x0a8c4, 0x0a8c5,), # Saurashtra Sign Virama ..Saurashtra Sign Candrabi
(0x0a8e0, 0x0a8f1,), # Combining Devanagari Dig..Combining Devanagari Sig
(0x0a8ff, 0x0a8ff,), # Devanagari Vowel Sign Ay
(0x0a926, 0x0a92d,), # Kayah Li Vowel Ue ..Kayah Li Tone Calya Plop
(0x0a947, 0x0a951,), # Rejang Vowel Sign I ..Rejang Consonant Sign R
(0x0a980, 0x0a982,), # Javanese Sign Panyangga ..Javanese Sign Layar
(0x0a9b3, 0x0a9b3,), # Javanese Sign Cecak Telu
(0x0a9b6, 0x0a9b9,), # Javanese Vowel Sign Wulu..Javanese Vowel Sign Suku
(0x0a9bc, 0x0a9bd,), # Javanese Vowel Sign Pepe..Javanese Consonant Sign
(0x0a9e5, 0x0a9e5,), # Myanmar Sign Shan Saw
(0x0aa29, 0x0aa2e,), # Cham Vowel Sign Aa ..Cham Vowel Sign Oe
(0x0aa31, 0x0aa32,), # Cham Vowel Sign Au ..Cham Vowel Sign Ue
(0x0aa35, 0x0aa36,), # Cham Consonant Sign La ..Cham Consonant Sign Wa
(0x0aa43, 0x0aa43,), # Cham Consonant Sign Final Ng
(0x0aa4c, 0x0aa4c,), # Cham Consonant Sign Final M
(0x0aa7c, 0x0aa7c,), # Myanmar Sign Tai Laing Tone-2
(0x0aab0, 0x0aab0,), # Tai Viet Mai Kang
(0x0aab2, 0x0aab4,), # Tai Viet Vowel I ..Tai Viet Vowel U
(0x0aab7, 0x0aab8,), # Tai Viet Mai Khit ..Tai Viet Vowel Ia
(0x0aabe, 0x0aabf,), # Tai Viet Vowel Am ..Tai Viet Tone Mai Ek
(0x0aac1, 0x0aac1,), # Tai Viet Tone Mai Tho
(0x0aaec, 0x0aaed,), # Meetei Mayek Vowel Sign ..Meetei Mayek Vowel Sign
(0x0aaf6, 0x0aaf6,), # Meetei Mayek Virama
(0x0abe5, 0x0abe5,), # Meetei Mayek Vowel Sign Anap
(0x0abe8, 0x0abe8,), # Meetei Mayek Vowel Sign Unap
(0x0abed, 0x0abed,), # Meetei Mayek Apun Iyek
(0x0fb1e, 0x0fb1e,), # Hebrew Point Judeo-spanish Varika
(0x0fe00, 0x0fe0f,), # Variation Selector-1 ..Variation Selector-16
(0x0fe20, 0x0fe2f,), # Combining Ligature Left ..Combining Cyrillic Titlo
(0x101fd, 0x101fd,), # Phaistos Disc Sign Combining Oblique Stroke
(0x102e0, 0x102e0,), # Coptic Epact Thousands Mark
(0x10376, 0x1037a,), # Combining Old Permic Let..Combining Old Permic Let
(0x10a01, 0x10a03,), # Kharoshthi Vowel Sign I ..Kharoshthi Vowel Sign Vo
(0x10a05, 0x10a06,), # Kharoshthi Vowel Sign E ..Kharoshthi Vowel Sign O
(0x10a0c, 0x10a0f,), # Kharoshthi Vowel Length ..Kharoshthi Sign Visarga
(0x10a38, 0x10a3a,), # Kharoshthi Sign Bar Abov..Kharoshthi Sign Dot Belo
(0x10a3f, 0x10a3f,), # Kharoshthi Virama
(0x10ae5, 0x10ae6,), # Manichaean Abbreviation ..Manichaean Abbreviation
(0x10d24, 0x10d27,), # Hanifi Rohingya Sign Har..Hanifi Rohingya Sign Tas
(0x10eab, 0x10eac,), # Yezidi Combining Hamza M..Yezidi Combining Madda M
(0x10efd, 0x10eff,), # (nil)
(0x10f46, 0x10f50,), # Sogdian Combining Dot Be..Sogdian Combining Stroke
(0x10f82, 0x10f85,), # Old Uyghur Combining Dot..Old Uyghur Combining Two
(0x11001, 0x11001,), # Brahmi Sign Anusvara
(0x11038, 0x11046,), # Brahmi Vowel Sign Aa ..Brahmi Virama
(0x11070, 0x11070,), # Brahmi Sign Old Tamil Virama
(0x11073, 0x11074,), # Brahmi Vowel Sign Old Ta..Brahmi Vowel Sign Old Ta
(0x1107f, 0x11081,), # Brahmi Number Joiner ..Kaithi Sign Anusvara
(0x110b3, 0x110b6,), # Kaithi Vowel Sign U ..Kaithi Vowel Sign Ai
(0x110b9, 0x110ba,), # Kaithi Sign Virama ..Kaithi Sign Nukta
(0x110c2, 0x110c2,), # Kaithi Vowel Sign Vocalic R
(0x11100, 0x11102,), # Chakma Sign Candrabindu ..Chakma Sign Visarga
(0x11127, 0x1112b,), # Chakma Vowel Sign A ..Chakma Vowel Sign Uu
(0x1112d, 0x11134,), # Chakma Vowel Sign Ai ..Chakma Maayyaa
(0x11173, 0x11173,), # Mahajani Sign Nukta
(0x11180, 0x11181,), # Sharada Sign Candrabindu..Sharada Sign Anusvara
(0x111b6, 0x111be,), # Sharada Vowel Sign U ..Sharada Vowel Sign O
(0x111c9, 0x111cc,), # Sharada Sandhi Mark ..Sharada Extra Short Vowe
(0x111cf, 0x111cf,), # Sharada Sign Inverted Candrabindu
(0x1122f, 0x11231,), # Khojki Vowel Sign U ..Khojki Vowel Sign Ai
(0x11234, 0x11234,), # Khojki Sign Anusvara
(0x11236, 0x11237,), # Khojki Sign Nukta ..Khojki Sign Shadda
(0x1123e, 0x1123e,), # Khojki Sign Sukun
(0x11241, 0x11241,), # (nil)
(0x112df, 0x112df,), # Khudawadi Sign Anusvara
(0x112e3, 0x112ea,), # Khudawadi Vowel Sign U ..Khudawadi Sign Virama
(0x11300, 0x11301,), # Grantha Sign Combining A..Grantha Sign Candrabindu
(0x1133b, 0x1133c,), # Combining Bindu Below ..Grantha Sign Nukta
(0x11340, 0x11340,), # Grantha Vowel Sign Ii
(0x11366, 0x1136c,), # Combining Grantha Digit ..Combining Grantha Digit
(0x11370, 0x11374,), # Combining Grantha Letter..Combining Grantha Letter
(0x11438, 0x1143f,), # Newa Vowel Sign U ..Newa Vowel Sign Ai
(0x11442, 0x11444,), # Newa Sign Virama ..Newa Sign Anusvara
(0x11446, 0x11446,), # Newa Sign Nukta
(0x1145e, 0x1145e,), # Newa Sandhi Mark
(0x114b3, 0x114b8,), # Tirhuta Vowel Sign U ..Tirhuta Vowel Sign Vocal
(0x114ba, 0x114ba,), # Tirhuta Vowel Sign Short E
(0x114bf, 0x114c0,), # Tirhuta Sign Candrabindu..Tirhuta Sign Anusvara
(0x114c2, 0x114c3,), # Tirhuta Sign Virama ..Tirhuta Sign Nukta
(0x115b2, 0x115b5,), # Siddham Vowel Sign U ..Siddham Vowel Sign Vocal
(0x115bc, 0x115bd,), # Siddham Sign Candrabindu..Siddham Sign Anusvara
(0x115bf, 0x115c0,), # Siddham Sign Virama ..Siddham Sign Nukta
(0x115dc, 0x115dd,), # Siddham Vowel Sign Alter..Siddham Vowel Sign Alter
(0x11633, 0x1163a,), # Modi Vowel Sign U ..Modi Vowel Sign Ai
(0x1163d, 0x1163d,), # Modi Sign Anusvara
(0x1163f, 0x11640,), # Modi Sign Virama ..Modi Sign Ardhacandra
(0x116ab, 0x116ab,), # Takri Sign Anusvara
(0x116ad, 0x116ad,), # Takri Vowel Sign Aa
(0x116b0, 0x116b5,), # Takri Vowel Sign U ..Takri Vowel Sign Au
(0x116b7, 0x116b7,), # Takri Sign Nukta
(0x1171d, 0x1171f,), # Ahom Consonant Sign Medi..Ahom Consonant Sign Medi
(0x11722, 0x11725,), # Ahom Vowel Sign I ..Ahom Vowel Sign Uu
(0x11727, 0x1172b,), # Ahom Vowel Sign Aw ..Ahom Sign Killer
(0x1182f, 0x11837,), # Dogra Vowel Sign U ..Dogra Sign Anusvara
(0x11839, 0x1183a,), # Dogra Sign Virama ..Dogra Sign Nukta
(0x1193b, 0x1193c,), # Dives Akuru Sign Anusvar..Dives Akuru Sign Candrab
(0x1193e, 0x1193e,), # Dives Akuru Virama
(0x11943, 0x11943,), # Dives Akuru Sign Nukta
(0x119d4, 0x119d7,), # Nandinagari Vowel Sign U..Nandinagari Vowel Sign V
(0x119da, 0x119db,), # Nandinagari Vowel Sign E..Nandinagari Vowel Sign A
(0x119e0, 0x119e0,), # Nandinagari Sign Virama
(0x11a01, 0x11a0a,), # Zanabazar Square Vowel S..Zanabazar Square Vowel L
(0x11a33, 0x11a38,), # Zanabazar Square Final C..Zanabazar Square Sign An
(0x11a3b, 0x11a3e,), # Zanabazar Square Cluster..Zanabazar Square Cluster
(0x11a47, 0x11a47,), # Zanabazar Square Subjoiner
(0x11a51, 0x11a56,), # Soyombo Vowel Sign I ..Soyombo Vowel Sign Oe
(0x11a59, 0x11a5b,), # Soyombo Vowel Sign Vocal..Soyombo Vowel Length Mar
(0x11a8a, 0x11a96,), # Soyombo Final Consonant ..Soyombo Sign Anusvara
(0x11a98, 0x11a99,), # Soyombo Gemination Mark ..Soyombo Subjoiner
(0x11c30, 0x11c36,), # Bhaiksuki Vowel Sign I ..Bhaiksuki Vowel Sign Voc
(0x11c38, 0x11c3d,), # Bhaiksuki Vowel Sign E ..Bhaiksuki Sign Anusvara
(0x11c3f, 0x11c3f,), # Bhaiksuki Sign Virama
(0x11c92, 0x11ca7,), # Marchen Subjoined Letter..Marchen Subjoined Letter
(0x11caa, 0x11cb0,), # Marchen Subjoined Letter..Marchen Vowel Sign Aa
(0x11cb2, 0x11cb3,), # Marchen Vowel Sign U ..Marchen Vowel Sign E
(0x11cb5, 0x11cb6,), # Marchen Sign Anusvara ..Marchen Sign Candrabindu
(0x11d31, 0x11d36,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3a, 0x11d3a,), # Masaram Gondi Vowel Sign E
(0x11d3c, 0x11d3d,), # Masaram Gondi Vowel Sign..Masaram Gondi Vowel Sign
(0x11d3f, 0x11d45,), # Masaram Gondi Vowel Sign..Masaram Gondi Virama
(0x11d47, 0x11d47,), # Masaram Gondi Ra-kara
(0x11d90, 0x11d91,), # Gunjala Gondi Vowel Sign..Gunjala Gondi Vowel Sign
(0x11d95, 0x11d95,), # Gunjala Gondi Sign Anusvara
(0x11d97, 0x11d97,), # Gunjala Gondi Virama
(0x11ef3, 0x11ef4,), # Makasar Vowel Sign I ..Makasar Vowel Sign U
(0x11f00, 0x11f01,), # (nil)
(0x11f36, 0x11f3a,), # (nil)
(0x11f40, 0x11f40,), # (nil)
(0x11f42, 0x11f42,), # (nil)
(0x13440, 0x13440,), # (nil)
(0x13447, 0x13455,), # (nil)
(0x16af0, 0x16af4,), # Bassa Vah Combining High..Bassa Vah Combining High
(0x16b30, 0x16b36,), # Pahawh Hmong Mark Cim Tu..Pahawh Hmong Mark Cim Ta
(0x16f4f, 0x16f4f,), # Miao Sign Consonant Modifier Bar
(0x16f8f, 0x16f92,), # Miao Tone Right ..Miao Tone Below
(0x16fe4, 0x16fe4,), # Khitan Small Script Filler
(0x1bc9d, 0x1bc9e,), # Duployan Thick Letter Se..Duployan Double Mark
(0x1cf00, 0x1cf2d,), # Znamenny Combining Mark ..Znamenny Combining Mark
(0x1cf30, 0x1cf46,), # Znamenny Combining Tonal..Znamenny Priznak Modifie
(0x1d167, 0x1d169,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d17b, 0x1d182,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d185, 0x1d18b,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d1aa, 0x1d1ad,), # Musical Symbol Combining..Musical Symbol Combining
(0x1d242, 0x1d244,), # Combining Greek Musical ..Combining Greek Musical
(0x1da00, 0x1da36,), # Signwriting Head Rim ..Signwriting Air Sucking
(0x1da3b, 0x1da6c,), # Signwriting Mouth Closed..Signwriting Excitement
(0x1da75, 0x1da75,), # Signwriting Upper Body Tilting From Hip Joints
(0x1da84, 0x1da84,), # Signwriting Location Head Neck
(0x1da9b, 0x1da9f,), # Signwriting Fill Modifie..Signwriting Fill Modifie
(0x1daa1, 0x1daaf,), # Signwriting Rotation Mod..Signwriting Rotation Mod
(0x1e000, 0x1e006,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e008, 0x1e018,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e01b, 0x1e021,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e023, 0x1e024,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e026, 0x1e02a,), # Combining Glagolitic Let..Combining Glagolitic Let
(0x1e08f, 0x1e08f,), # (nil)
(0x1e130, 0x1e136,), # Nyiakeng Puachue Hmong T..Nyiakeng Puachue Hmong T
(0x1e2ae, 0x1e2ae,), # Toto Sign Rising Tone
(0x1e2ec, 0x1e2ef,), # Wancho Tone Tup ..Wancho Tone Koini
(0x1e4ec, 0x1e4ef,), # (nil)
(0x1e8d0, 0x1e8d6,), # Mende Kikakui Combining ..Mende Kikakui Combining
(0x1e944, 0x1e94a,), # Adlam Alif Lengthener ..Adlam Nukta
(0xe0100, 0xe01ef,), # Variation Selector-17 ..Variation Selector-256
),
}
| [
"cloudsdk.mirror@gmail.com"
] | cloudsdk.mirror@gmail.com |
85a9e832946350559a5ea18d4d1eccba4f712d9c | 6f3b1ed2385f484c39fccb47d9f75bc1179859aa | /src/main/resources/terraxld/organizations.py | b2ce7cdb9b1aaa6d6b67a54e97e3211c717b1a10 | [
"MIT"
] | permissive | xebialabs-community/xld-terraform-enterprise-plugin | f3302aa0648d4886147248fac4611497a4b508bd | d0c478c604fcaca483e68fc9d593b82ed7399eaa | refs/heads/master | 2021-06-24T06:06:49.580042 | 2021-04-28T06:37:28 | 2021-04-28T06:37:28 | 222,692,769 | 1 | 1 | null | 2019-11-19T12:37:54 | 2019-11-19T12:37:53 | null | UTF-8 | Python | false | false | 1,960 | py | #
# Copyright 2020 XEBIALABS
#
# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
#
"""
Module for Terraform Enterprise API Endpoint: Organizations.
"""
import json
import requests
from .endpoint import TFEEndpoint
class TFEOrganizations(TFEEndpoint):
"""
The Organizations API is used to list, show, create, update, and destroy organizations.
https://www.terraform.io/docs/enterprise/api/organizations.html
"""
def __init__(self, base_url, organization, headers):
super(TFEOrganizations, self).__init__(base_url, organization, headers)
self._org_base_url = "{base_url}/organizations".format(base_url=base_url)
def lst(self):
"""
GET /organizations
"""
return self._ls(self._org_base_url)
def show(self, organization_name):
"""
GET /organizations/:organization_name
"""
url = "{0}/{1}".format(self._org_base_url, organization_name)
return self._show(url)
| [
"bmoussaud@xebialabs.com"
] | bmoussaud@xebialabs.com |
04c4e1dbc15292698a6064855c10f110889f5581 | 9d0195aa83cc594a8c61f334b90375961e62d4fe | /JTTest/SL7/CMSSW_10_2_15/src/dataRunA/nano4719.py | ef90ef7b456b07e11a3309b3e6b09a511ebabcab | [] | no_license | rsk146/CMS | 4e49592fc64f6438051544c5de18598db36ed985 | 5f8dab8c59ae556598b9747b52b88205fffc4dbe | refs/heads/master | 2022-12-01T03:57:12.126113 | 2020-08-04T03:29:27 | 2020-08-04T03:29:27 | 284,863,383 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 4,293 | py | # Auto generated configuration file
# using:
# Revision: 1.19
# Source: /local/reps/CMSSW/CMSSW/Configuration/Applications/python/ConfigBuilder.py,v
# with command line options: nanoAOD_jetToolbox_cff -s NANO --data --eventcontent NANOAOD --datatier NANOAOD --no_exec --conditions 102X_dataRun2_Sep2018Rereco_v1 --era Run2_2018,run2_nanoAOD_102Xv1 --customise_commands=process.add_(cms.Service('InitRootHandlers', EnableIMT = cms.untracked.bool(False))) --customise JMEAnalysis/JetToolbox/nanoAOD_jetToolbox_cff.nanoJTB_customizeMC --filein /users/h2/rsk146/JTTest/SL7/CMSSW_10_6_12/src/ttbarCutTest/dataReprocessing/0004A5E9-9F18-6B42-B31D-4206406CE423.root --fileout file:jetToolbox_nano_datatest.root
import FWCore.ParameterSet.Config as cms
from Configuration.StandardSequences.Eras import eras
process = cms.Process('NANO',eras.Run2_2018,eras.run2_nanoAOD_102Xv1)
# import of standard configurations
process.load('Configuration.StandardSequences.Services_cff')
process.load('SimGeneral.HepPDTESSource.pythiapdt_cfi')
process.load('FWCore.MessageService.MessageLogger_cfi')
process.load('Configuration.EventContent.EventContent_cff')
process.load('Configuration.StandardSequences.GeometryRecoDB_cff')
process.load('Configuration.StandardSequences.MagneticField_AutoFromDBCurrent_cff')
process.load('PhysicsTools.NanoAOD.nano_cff')
process.load('Configuration.StandardSequences.EndOfProcess_cff')
process.load('Configuration.StandardSequences.FrontierConditions_GlobalTag_cff')
process.maxEvents = cms.untracked.PSet(
input = cms.untracked.int32(-1)
)
# Input source
process.source = cms.Source("PoolSource",
fileNames = cms.untracked.vstring('file:root://cms-xrd-global.cern.ch//store/data/Run2018A/EGamma/MINIAOD/17Sep2018-v2/270000/75C7B29F-C23C-4A4A-9B68-D5E22E2B6DB3.root'),
secondaryFileNames = cms.untracked.vstring()
)
process.options = cms.untracked.PSet(
)
# Production Info
process.configurationMetadata = cms.untracked.PSet(
annotation = cms.untracked.string('nanoAOD_jetToolbox_cff nevts:1'),
name = cms.untracked.string('Applications'),
version = cms.untracked.string('$Revision: 1.19 $')
)
# Output definition
process.NANOAODoutput = cms.OutputModule("NanoAODOutputModule",
compressionAlgorithm = cms.untracked.string('LZMA'),
compressionLevel = cms.untracked.int32(9),
dataset = cms.untracked.PSet(
dataTier = cms.untracked.string('NANOAOD'),
filterName = cms.untracked.string('')
),
fileName = cms.untracked.string('file:jetToolbox_nano_datatest4719.root'),
outputCommands = process.NANOAODEventContent.outputCommands
)
# Additional output definition
# Other statements
from Configuration.AlCa.GlobalTag import GlobalTag
process.GlobalTag = GlobalTag(process.GlobalTag, '102X_dataRun2_Sep2018Rereco_v1', '')
# Path and EndPath definitions
process.nanoAOD_step = cms.Path(process.nanoSequence)
process.endjob_step = cms.EndPath(process.endOfProcess)
process.NANOAODoutput_step = cms.EndPath(process.NANOAODoutput)
# Schedule definition
process.schedule = cms.Schedule(process.nanoAOD_step,process.endjob_step,process.NANOAODoutput_step)
from PhysicsTools.PatAlgos.tools.helpers import associatePatAlgosToolsTask
associatePatAlgosToolsTask(process)
# customisation of the process.
# Automatic addition of the customisation function from PhysicsTools.NanoAOD.nano_cff
from PhysicsTools.NanoAOD.nano_cff import nanoAOD_customizeData
#call to customisation function nanoAOD_customizeData imported from PhysicsTools.NanoAOD.nano_cff
process = nanoAOD_customizeData(process)
# Automatic addition of the customisation function from JMEAnalysis.JetToolbox.nanoAOD_jetToolbox_cff
from JMEAnalysis.JetToolbox.nanoAOD_jetToolbox_cff import nanoJTB_customizeMC
#call to customisation function nanoJTB_customizeMC imported from JMEAnalysis.JetToolbox.nanoAOD_jetToolbox_cff
process = nanoJTB_customizeMC(process)
# End of customisation functions
# Customisation from command line
process.add_(cms.Service('InitRootHandlers', EnableIMT = cms.untracked.bool(False)))
# Add early deletion of temporary data products to reduce peak memory need
from Configuration.StandardSequences.earlyDeleteSettings_cff import customiseEarlyDelete
process = customiseEarlyDelete(process)
# End adding early deletion | [
"rsk146@scarletmail.rutgers.edu"
] | rsk146@scarletmail.rutgers.edu |
e304e4692977c669a4bff80199859c7175155f11 | bb42e21d032315860ae79b6c90e741946f5be544 | /day37/粘包客户端.py | 252b3355c51d1efd0f9aafc2911fa94ed22d17a5 | [] | no_license | wuyongqiang2017/AllCode | 32a7a60ea5c24a681c1bdf9809c3091a1ff3f5fc | eee7d31a3ba2b29f6dec3a6d6c688d40cba7e513 | refs/heads/master | 2023-04-09T16:38:26.847963 | 2018-03-06T02:50:06 | 2018-03-06T02:50:06 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 507 | py | #coding:utf8
import socket,struct
ts=socket.socket(socket.AF_INET,socket.SOCK_STREAM)
ts.connect(("192.168.16.116",8082))
while True:#通信循环
msg=input(">>:").strip()
if not msg:continue
ts.send(msg.encode("utf-8"))#传数据的时候就是
#收报头
baotou=ts.recv(4)
data_size=struct.unpack("i",baotou) #data_size现在就是数字
#收数据
recv_size=0
recv_data=b""
while recv_data < data_size:
data=ts.recv(1024)
recv_size+=data
ts.close() | [
"wuyongqiang@live.com"
] | wuyongqiang@live.com |
4ca435b4ad5d6b232ef752a8f27ca8a10af958c1 | 92d20de51f5bb380a2d23dbcc37d33ffb2d939dc | /famous_quote2.py | 9e1a75ce1c4410682b6e91652f707c290fe69887 | [] | no_license | pzrsa/pcc2-work | 082de24c3b934d40c05f5b5445e01c26d487e4f5 | e37f5e9c19e962e6ba172b43682375d1b5ecf9ab | refs/heads/main | 2023-08-02T00:49:50.736677 | 2021-06-08T16:44:05 | 2021-06-08T16:44:05 | 375,075,723 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 127 | py | author = "Neil Armstrong"
quote = '"One small step for man, one giant leap for mankind."'
print(f"{author} once said, {quote}") | [
"parsamesg@gmail.com"
] | parsamesg@gmail.com |
71e7e87bd843df056923af3d6844d3022a5ac5ef | f97bb87962c9978c4a440f530d2a85e052980ce4 | /wallet/migrations/0007_auto_20200730_0933.py | 06e5ac4ea3d5c8983075d407c6647a4e69455648 | [] | no_license | tovfikur/iGurdTech. | 44defba144f5b0b6943b606b2ba8f05a9217ba8c | 8d0da2f39af0d7ea88584f40203a52231738e17e | refs/heads/master | 2022-11-24T00:48:15.061694 | 2020-08-01T02:09:19 | 2020-08-01T02:09:19 | 284,230,772 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 511 | py | # Generated by Django 3.0.8 on 2020-07-30 09:33
from django.db import migrations, models
import django.db.models.deletion
class Migration(migrations.Migration):
dependencies = [
('wallet', '0006_cashinhistory_userid'),
]
operations = [
migrations.AlterField(
model_name='cashinhistory',
name='userId',
field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='wallet.WalletDetails'),
),
]
| [
"tovfikur@kali"
] | tovfikur@kali |
33c0da6a9d22ce87a84e499e7a037049a80ab210 | e2843ac6468cd51183935f01d93f77aa9552044b | /course_01-Diving-in-Python/practice/Assignment3_02-classes_inheritance.py | a4af83711eea56ca90ea671d4996177d20f65037 | [] | no_license | MariyaZamyatina/Coursera-Python-Specialization-MailRu | e543802bb4600ca52e295957bd3eafd98803c419 | dc401c652b53fbfc4d879af724c2c6cbcc41ccb9 | refs/heads/master | 2020-03-27T09:12:16.684615 | 2019-12-19T15:26:54 | 2019-12-19T15:26:54 | 146,321,858 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 3,564 | py | import csv
import os
import sys
class WrongCarDataException(BaseException):
pass
class BaseCar:
def __init__(self, brand, photo_file_name, carrying):
self.car_type = None # car, truck, spec_machine
self.photo_file_name = photo_file_name
self.brand = brand
self.carrying = carrying
def get_photo_file_ext(self):
return os.path.splitext(self.photo_file_name)[1]
class Car(BaseCar):
def __init__(self, brand, photo_file_name, carrying, passenger_seats_count):
super().__init__(brand, photo_file_name, carrying)
self.car_type = 'car'
self.passenger_seats_count = passenger_seats_count
class Truck(BaseCar):
def __init__(self, brand, photo_file_name, carrying, body_whl):
super().__init__(brand, photo_file_name, carrying)
self.car_type = 'truck'
self._body_whl = body_whl
self._parse_body_whl()
def _parse_body_whl(self):
params = str.split(self._body_whl, sep='x')
if len(params) == 1 and params[0] == '':
self.body_width = 0.0
self.body_height = 0.0
self.body_length = 0.0
return
if len(params) < 3:
raise WrongCarDataException('Error: body_whl')
try:
self.body_width = float(params[0])
self.body_height = float(params[1])
self.body_length = float(params[2])
except ValueError:
raise WrongCarDataException('Error: body_whl')
def get_body_volume(self):
return self.body_width * self.body_height * self.body_length
class SpecMachine(BaseCar):
def __init__(self, brand, photo_file_name, carrying, extra):
super().__init__(brand, photo_file_name, carrying)
self.car_type = 'spec_machine'
self.extra = extra
def get_car(row):
csv_struct = {'car_type': 0, 'brand': 1, 'passenger_seats_count': 2, 'photo_file_name': 3, 'body_whl': 4,
'carrying': 5, 'extra': 6}
if len(row) < 6:
raise WrongCarDataException('Error: some cells are empty')
car_type = row[csv_struct['car_type']]
brand = row[csv_struct['brand']]
photo_file_name = row[csv_struct['photo_file_name']]
try:
carrying = float(row[csv_struct['carrying']])
except ValueError:
raise WrongCarDataException('Error: carrying')
if car_type == 'car':
try:
passenger_seats_count = int(row[csv_struct['passenger_seats_count']])
except ValueError:
raise WrongCarDataException('Error: passenger_seats_count')
new_car = Car(brand, photo_file_name, carrying, passenger_seats_count)
elif car_type == 'truck':
body_whl = row[csv_struct['body_whl']]
new_car = Truck(brand, photo_file_name, carrying, body_whl)
elif car_type == 'spec_machine':
extra = row[csv_struct['extra']]
new_car = SpecMachine(brand, photo_file_name, carrying, extra)
else:
raise WrongCarDataException('Error: car_type')
return new_car
# return list of cars
def get_car_list(csv_filename):
car_list = []
with open(csv_filename, 'r') as csv_fd:
reader = csv.reader(csv_fd, delimiter=';')
next(reader) # пропускаем заголовок
for row in reader:
try:
new_car = get_car(row)
car_list.append(new_car)
except WrongCarDataException:
continue
return car_list
if __name__ == "__main__":
print(get_car_list(sys.argv[1]))
| [
"mn.zamyatina@gmail.com"
] | mn.zamyatina@gmail.com |
36f370bfc178c0aa306640b63a65da98ab663980 | 3c52eda991b4a37e2b807dd1e05f07139637c758 | /examples/chat_sock_client.py | fa28e7decb30698e7e07a783163e3c8203bfc7ec | [
"Apache-2.0"
] | permissive | pgiri/pycos | ebea05b045f15f505eff5cf175798c0cf2b4a1db | 6594c311a02490ae0701fa741b508c335f305816 | refs/heads/master | 2022-12-25T21:53:15.091319 | 2022-12-18T17:27:05 | 2022-12-18T17:27:05 | 91,977,091 | 52 | 9 | NOASSERTION | 2020-02-19T01:47:09 | 2017-05-21T17:58:23 | Python | UTF-8 | Python | false | false | 1,798 | py | #!/usr/bin/env python
# run at least two instances of this program on either same node or multiple
# nodes on local network, along with 'chat_sock_server.py'; text typed in a
# client is sent to the all other clients. To use server on another computer,
# give network IP address as argument (and port as additional argument if
# necessary)
import sys, socket
import pycos
def client_recv(conn, task=None):
task.set_daemon()
while True:
line = yield conn.recv_msg()
if not line:
break
print(line.decode())
def client_send(conn, task=None):
task.set_daemon()
while True:
msg = yield task.recv()
yield conn.send_msg(msg)
if __name__ == '__main__':
# pycos.logger.setLevel(pycos.logger.DEBUG)
# optional arg 1 is host IP address and arg 2 is port to use
host, port = '', 3456
if len(sys.argv) > 1:
host = sys.argv[1]
if len(sys.argv) > 2:
port = int(sys.argv[2])
sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
sock.connect((host, port))
sock = pycos.AsyncSocket(sock)
# same connection is used to receive messages in one task and to send
# messages in another task
pycos.Task(client_recv, sock)
sender = pycos.Task(client_send, sock)
if sys.version_info.major > 2:
read_input = input
else:
read_input = raw_input
while True:
try:
line = read_input().strip()
if line.lower() in ('quit', 'exit'):
break
if not line:
continue
except:
break
# use message passing to send message to sender which will use
# connection's asynchronous socket method to transmit it
sender.send(line.encode())
sock.close()
| [
"pgiri@yahoo.com"
] | pgiri@yahoo.com |
694eac87187a81f2ea14f2924e89c659128e3c02 | ff9eff05f5de1df37a8eeb89b379723f2faf2f18 | /christmaslister/webtier/settings.py | ad60a379b01e5e699da603177cc34f055f801f36 | [] | no_license | LuminousLeopards/ChristmasLister | 1891ffbd77a68035b130f209b61cb9acd143b4d6 | 6b21ab8804049a7d32c0a125aea082114c67288f | refs/heads/master | 2020-04-11T04:51:36.023932 | 2018-12-21T01:43:00 | 2018-12-21T01:43:00 | 161,529,198 | 1 | 0 | null | 2018-12-21T01:43:01 | 2018-12-12T18:32:49 | Python | UTF-8 | Python | false | false | 3,094 | py | """
Django settings for webtier project.
Generated by 'django-admin startproject' using Django 2.1.4.
For more information on this file, see
https://docs.djangoproject.com/en/2.1/topics/settings/
For the full list of settings and their values, see
https://docs.djangoproject.com/en/2.1/ref/settings/
"""
import os
# Build paths inside the project like this: os.path.join(BASE_DIR, ...)
BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
# Quick-start development settings - unsuitable for production
# See https://docs.djangoproject.com/en/2.1/howto/deployment/checklist/
# SECURITY WARNING: keep the secret key used in production secret!
SECRET_KEY = 's@b)lar)2d&p83efx#w5e8%55+x0$k!yv&76*50qz!k9+6j(y+'
# SECURITY WARNING: don't run with debug turned on in production!
DEBUG = True
ALLOWED_HOSTS = ['*']
# Application definition
INSTALLED_APPS = [
'django.contrib.admin',
'django.contrib.auth',
'django.contrib.contenttypes',
'django.contrib.sessions',
'django.contrib.messages',
'django.contrib.staticfiles',
]
MIDDLEWARE = [
'django.middleware.security.SecurityMiddleware',
'django.contrib.sessions.middleware.SessionMiddleware',
'django.middleware.common.CommonMiddleware',
'django.middleware.csrf.CsrfViewMiddleware',
'django.contrib.auth.middleware.AuthenticationMiddleware',
'django.contrib.messages.middleware.MessageMiddleware',
'django.middleware.clickjacking.XFrameOptionsMiddleware',
]
ROOT_URLCONF = 'webtier.urls'
TEMPLATES = [
{
'BACKEND': 'django.template.backends.django.DjangoTemplates',
'DIRS': [],
'APP_DIRS': True,
'OPTIONS': {
'context_processors': [
'django.template.context_processors.debug',
'django.template.context_processors.request',
'django.contrib.auth.context_processors.auth',
'django.contrib.messages.context_processors.messages',
],
},
},
]
WSGI_APPLICATION = 'webtier.wsgi.application'
# Database
# https://docs.djangoproject.com/en/2.1/ref/settings/#databases
DATABASES = {
'default': {
'ENGINE': 'django.db.backends.sqlite3',
'NAME': os.path.join(BASE_DIR, 'db.sqlite3'),
}
}
# Password validation
# https://docs.djangoproject.com/en/2.1/ref/settings/#auth-password-validators
AUTH_PASSWORD_VALIDATORS = [
{
'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
},
]
# Internationalization
# https://docs.djangoproject.com/en/2.1/topics/i18n/
LANGUAGE_CODE = 'en-us'
TIME_ZONE = 'UTC'
USE_I18N = True
USE_L10N = True
USE_TZ = True
# Static files (CSS, JavaScript, Images)
# https://docs.djangoproject.com/en/2.1/howto/static-files/
STATIC_URL = '/static/'
| [
"hobbitcakes@gmail.com"
] | hobbitcakes@gmail.com |
00d6f52ae66a0b54c5a6f013b28c347af0ad0448 | 4464686683add524b1fbab4c70d9122160fdf3b0 | /manage.py | 7c2aee0fd8609d888f3195cf1c8d963d20d015f3 | [] | no_license | 602530268/flask_chat | 92453474e943513b4944e382c02d11c9cdcafa30 | 8d633a1fc647f39da4efe7d6977b50519a61e203 | refs/heads/master | 2020-04-04T23:25:39.595637 | 2018-11-08T08:27:36 | 2018-11-08T08:27:36 | 156,358,387 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 282 | py | # encoding: utf-8
from flask_script import Manager
from flask_migrate import Migrate, MigrateCommand
from app import app
from extdb import db
manager = Manager(app)
migrate = Migrate(app, db)
manager.add_command('db', MigrateCommand)
if __name__ == '__main__':
manager.run()
| [
"602530268@qq.com"
] | 602530268@qq.com |
3d4703de62d12dfe0f5f6cd716ed23d79ddcb750 | 4a7c0828d267f993c73d3c2995239c54134fa9a1 | /quizapp/admin.py | 6b5569ff1d67afe8c8b5b8b72274ff68f13c0506 | [] | no_license | dsvanlani/Quizzie-CS50-Capstone- | 9488d1b5f7b70bbdb478ba6cb23b535f1ea239b2 | af1370a91453c33e8900429672cedda0691751e2 | refs/heads/master | 2023-01-13T09:09:10.327509 | 2020-11-16T18:26:45 | 2020-11-16T18:26:45 | 286,547,528 | 1 | 0 | null | null | null | null | UTF-8 | Python | false | false | 198 | py | from django.contrib import admin
from .models import *
# Register your models here.
admin.site.register(Quiz)
admin.site.register(Result)
admin.site.register(Question)
admin.site.register(Answer)
| [
"dsvanlani@gmail.com"
] | dsvanlani@gmail.com |
45dffbeb7c7a300afca0e26cb23b61451df816bf | 163bbb4e0920dedd5941e3edfb2d8706ba75627d | /Code/CodeRecords/2474/60832/271152.py | 83c2b7b872d226c351dce414d3b13e6efbb81199 | [] | no_license | AdamZhouSE/pythonHomework | a25c120b03a158d60aaa9fdc5fb203b1bb377a19 | ffc5606817a666aa6241cfab27364326f5c066ff | refs/heads/master | 2022-11-24T08:05:22.122011 | 2020-07-28T16:21:24 | 2020-07-28T16:21:24 | 259,576,640 | 2 | 1 | null | null | null | null | UTF-8 | Python | false | false | 260 | py | All = int(input())
for q in range(0, All):
s=input()
stack=[]
ans=0
for c in s:
if c=='(':
stack.append(c)
elif c==')':
if len(stack)!=0:
ans+=2
stack.pop()
print(ans) | [
"1069583789@qq.com"
] | 1069583789@qq.com |
3463947464f0689af3ea55824c678536d56627e8 | 69aaf96a27fb8cd5cc8521a3aced570816ee74b9 | /regex/contextual_you.py | 00b3673d32d9d0abc3a0cc7c7f7467dee1a27f65 | [] | no_license | afcarl/rwet-examples | 066e6b01384f3a9f5fc77487b9346fcee26feccb | 96f4252d111c6cece167e5af66286fdd1ede07bb | refs/heads/master | 2020-03-16T11:31:47.962650 | 2018-04-13T19:02:04 | 2018-04-13T19:02:04 | null | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 154 | py | import sys
import re
for line in sys.stdin:
line = line.strip()
for matching_string in re.findall(r'\b[Yy]ou \w+', line):
print matching_string
| [
"aparrish@nyu.edu"
] | aparrish@nyu.edu |
7495a3293e8003a3e813661cf5322d8f932baf78 | 1d6d7baa7f75936a363a05a81b542c78f2020b9c | /scripts/config_eop_mc_lowmu.py | 63e3b8866496e3c0be5134a677c1bc591720f81e | [] | no_license | jmrolsson/EoverPAnalysis | 6dea1fbd9cc3bbe238da123d069b52aaab80fd24 | ae25ca2d131dd0b2ccb56dbdd0d4050cb02d83e1 | refs/heads/master | 2022-02-24T16:53:04.945163 | 2022-02-10T03:19:57 | 2022-02-10T03:19:57 | 51,473,165 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 15,741 | py | # E/p analysis for run 2
# Joakim Olsson (joakim.olsson@cern.ch)
from xAH_config import xAH_config
c = xAH_config()
# input containers
trks = "InDetTrackParticles"
# selected version
trks_loose = trks+"LoosePrimary"
trks_loose_ntrtG20 = trks+"LoosePrimary_nTRTG20"
trks_tight = trks+"TightPrimary"
trks_run1 = trks+"Run1"
# track pt reweighing (MC to data)
do_trkPtRewighting = True
trkPtReweightingFile = "pt_reweighting.root"
''' Set up all the algorithms '''
c.setalg("BasicEventSelection", {"m_name": "BasicEventSelection",
"m_applyGRLCut": False,
"m_doPUreweighting": False,
"m_applyPrimaryVertexCut": True,
"m_applyEventCleaningCut": False,
"m_applyCoreFlagsCut": False,
"m_applyTriggerCut": False,
"m_PVNTrack": 2,
"m_useMetaData": False,
"m_checkDuplicatesData": False,
"m_checkDuplicatesMC": False})
''' Fill histograms with tracking details, passing only basic event selection'''
c.setalg("TrackHistsAlgo", {"m_name": "Tracks_BasicEvtSel",
"m_inContainerName": trks,
"m_detailStr": "2D IPDetails HitCounts Chi2Details",
"m_debug": False})
''' Select tracks passing the "LoosePrimary" Tracking CP Recommendations (Moriond 2016)'''
# https://twiki.cern.ch/twiki/bin/view/AtlasProtected/TrackingCPMoriond2016
c.setalg("TrackVertexSelection", {"m_name": "TrackSel_LoosePrimary",
"m_inContainerName": trks,
"m_decorateSelectedObjects": False,
"m_createSelectedContainer": True,
"m_pass_min": 1.0,
"m_cutLevel": "LoosePrimary",
"m_minPt": 0.4,
"m_maxAbsEta": 2.5,
"m_maxD0": 2.0,
"m_maxZ0SinTheta": 3.0,
"m_minNTrtHits": -1,
"m_outContainerName": trks_loose,
"m_useCutFlow": True,
"m_debug": False})
''' Fill histograms with tracking details, after LoosePrimary selection '''
c.setalg("TrackHistsAlgo", {"m_name": "Tracks_LoosePrimary",
"m_inContainerName": trks_loose,
"m_detailStr": "2D IPDetails HitCounts Chi2Details",
"m_debug": False})
# ''' Select tracks passing the "LoosePrimary" Tracking CP Recommendations (Moriond 2016), with nTRT > 20'''
# # https://twiki.cern.ch/twiki/bin/view/AtlasProtected/TrackingCPMoriond2016
# c.setalg("TrackVertexSelection", {"m_name": "TrackSel_LoosePrimary_nTRTG20",
# "m_inContainerName": trks,
# "m_decorateSelectedObjects": False,
# "m_createSelectedContainer": True,
# "m_pass_min": 1.0,
# "m_cutLevel": "LoosePrimary",
# "m_minPt": 0.4,
# "m_maxAbsEta": 2.5,
# "m_maxD0": 2.0,
# "m_maxZ0SinTheta": 3.0,
# "m_minNTrtHits": 20,
# "m_outContainerName": trks_loose_ntrtG20,
# "m_useCutFlow": False,
# "m_debug": False})
#
# ''' Fill histograms with tracking details, after LoosePrimary but with *NO TRT cut* selection '''
# c.setalg("TrackHistsAlgo", {"m_name": "Tracks_LoosePrimaryNoTRT",
# "m_inContainerName": trks_loose_ntrtG20,
# "m_detailStr": "2D IPDetails HitCounts Chi2Details",
# "m_debug": False})
#
# ''' Select tracks passing the "TightPrimary" Tracking CP Recommendations (Moriond 2016)'''
# # https://twiki.cern.ch/twiki/bin/view/AtlasProtected/TrackingCPMoriond2016
# c.setalg("TrackVertexSelection", {"m_name": "TrackSel_TightPrimary",
# "m_inContainerName": trks,
# "m_decorateSelectedObjects": False,
# "m_createSelectedContainer": True,
# "m_pass_min": 1.0,
# "m_cutLevel": "TightPrimary",
# "m_minPt": 0.4,
# "m_maxAbsEta": 2.5,
# "m_maxD0": 2.0,
# "m_maxZ0SinTheta": 3.0,
# "m_minNTrtHits": -1,
# "m_outContainerName": trks_tight,
# "m_useCutFlow": False,
# "m_debug": False})
#
# ''' Fill histograms with tracking details, after TightPrimary selection '''
# c.setalg("TrackHistsAlgo", {"m_name": "Tracks_TightPrimary",
# "m_inContainerName": trks_tight,
# "m_detailStr": "2D IPDetails HitCounts Chi2Details",
# "m_debug": False})
#
# ''' Tracks with the same selections as in the ATLAS Run 1 paper '''
# # https://cds.cern.ch/record/2006570
# c.setalg("TrackVertexSelection", {"m_name": "TrackSel_Run1",
# "m_inContainerName": trks,
# "m_decorateSelectedObjects": False,
# "m_createSelectedContainer": True,
# "m_pass_min": 1.0,
# "m_cutLevel": "NoCut",
# "m_minPt": 0.4,
# "m_maxAbsEta": 2.3,
# "m_maxD0": 1.5,
# "m_maxZ0SinTheta": 1.5,
# "m_minNPixelHits": 1,
# "m_minNSctHits": 6,
# "m_minNTrtHits": 20,
# "m_outContainerName": trks_run1,
# "m_useCutFlow": False,
# "m_debug": False})
#
# ''' Fill histograms with tracking details, after Run1 selection '''
# c.setalg("TrackHistsAlgo", {"m_name": "Tracks_Run1",
# "m_inContainerName": trks_run1,
# "m_detailStr": "2D IPDetails HitCounts Chi2Details",
# "m_debug": False})
#### Make E/p plots
#E/p with TileCal selections
''' E/p histograms with LoosePrimary track selection'''
c.setalg("EoverPAnalysis", {"m_name": "EoverP_LoosePrimaryTrks_ClusterEnergy_Tile_notrkP_noLar_noTileEfrac",
"m_inTrackContainerName": trks_loose,
"m_energyCalib": "ClusterEnergy", # ClusterEnergy, ClusterEnergyLCW, or CellEnergy
"m_doCaloTotal": True,
"m_doCaloEM": True,
"m_doCaloHAD": True,
"m_doBgSubtr" : False,
"m_doTileLayer": True,
"m_trkIsoDRmax": .4,
"m_trkIsoPfrac": 0.,
"m_doTrkPcut": True,
"m_trkPmin": 0.,
"m_trkPmax": 1e8,
"m_doTrkEtacut": True,
"m_trkEtamin": 0.,
"m_trkEtamax": 1.7,
"m_doTileCuts": True,
"m_LarEmax": 1e8,
"m_TileEfracmin": -1,
"m_Pbins": "30, 0., 30.",
"m_doPbinsArray": True,
"m_PbinsArray": "0., 2.5, 3., 3.5, 4., 4.5, 5., 6., 7., 8., 9., 10., 12., 14., 16., 20., 30.",
"m_Etabins": "17, -1.7, 1.7",
"m_doEtabinsArray": False,
"m_EtabinsArray": "",
"m_doExtraEtaEnergyBinHists": False,
"m_doGlobalTileEfracRanges": False,
"m_doGlobalEnergyRanges": False,
"m_doGlobalEtaRanges": False,
"m_trkPtReweightingFile": trkPtReweightingFile,
"m_doTrkPtReweighting": do_trkPtRewighting,
"m_detailStr": "all",
"m_useCutFlow": False,
"m_debug": False})
''' E/p histograms with LoosePrimary track selection'''
c.setalg("EoverPAnalysis", {"m_name": "EoverP_LoosePrimaryTrks_ClusterEnergy_Tile_2GeVTrkP_noLar_noTileEfrac",
"m_inTrackContainerName": trks_loose,
"m_energyCalib": "ClusterEnergy", # ClusterEnergy, ClusterEnergyLCW, or CellEnergy
"m_doCaloTotal": True,
"m_doCaloEM": True,
"m_doCaloHAD": True,
"m_doBgSubtr" : False,
"m_doTileLayer": True,
"m_trkIsoDRmax": .4,
"m_trkIsoPfrac": 0.,
"m_doTrkPcut": True,
"m_trkPmin": 2.,
"m_trkPmax": 1e8,
"m_doTrkEtacut": True,
"m_trkEtamin": 0.,
"m_trkEtamax": 1.7,
"m_doTileCuts": True,
"m_LarEmax": 1e8,
"m_TileEfracmin": -1,
"m_Pbins": "30, 0., 30.",
"m_doPbinsArray": True,
"m_PbinsArray": "0., 2.5, 3., 3.5, 4., 4.5, 5., 6., 7., 8., 9., 10., 12., 14., 16., 20., 30.",
"m_Etabins": "17, -1.7, 1.7",
"m_doEtabinsArray": False,
"m_EtabinsArray": "",
"m_doExtraEtaEnergyBinHists": False,
"m_doGlobalTileEfracRanges": False,
"m_doGlobalEnergyRanges": False,
"m_doGlobalEtaRanges": False,
"m_trkPtReweightingFile": trkPtReweightingFile,
"m_doTrkPtReweighting": do_trkPtRewighting,
"m_detailStr": "all",
"m_useCutFlow": False,
"m_debug": False})
''' E/p histograms with LoosePrimary track selection'''
c.setalg("EoverPAnalysis", {"m_name": "EoverP_LoosePrimaryTrks_ClusterEnergy_Tile_2GeVTrkP_1GeVLar_noTileEfrac",
"m_inTrackContainerName": trks_loose,
"m_energyCalib": "ClusterEnergy", # ClusterEnergy, ClusterEnergyLCW, or CellEnergy
"m_doCaloTotal": True,
"m_doCaloEM": True,
"m_doCaloHAD": True,
"m_doBgSubtr" : False,
"m_doTileLayer": True,
"m_trkIsoDRmax": .4,
"m_trkIsoPfrac": 0.,
"m_doTrkPcut": True,
"m_trkPmin": 2.,
"m_trkPmax": 1e8,
"m_doTrkEtacut": True,
"m_trkEtamin": 0.,
"m_trkEtamax": 1.7,
"m_doTileCuts": True,
"m_LarEmax": 1,
"m_TileEfracmin": -1,
"m_Pbins": "30, 0., 30.",
"m_doPbinsArray": True,
"m_PbinsArray": "0., 2.5, 3., 3.5, 4., 4.5, 5., 6., 7., 8., 9., 10., 12., 14., 16., 20., 30.",
"m_Etabins": "17, -1.7, 1.7",
"m_doEtabinsArray": False,
"m_EtabinsArray": "",
"m_doExtraEtaEnergyBinHists": False,
"m_doGlobalTileEfracRanges": False,
"m_doGlobalEnergyRanges": False,
"m_doGlobalEtaRanges": False,
"m_trkPtReweightingFile": trkPtReweightingFile,
"m_doTrkPtReweighting": do_trkPtRewighting,
"m_detailStr": "all",
"m_useCutFlow": False,
"m_debug": False})
for energy_calib in ["ClusterEnergy", "ClusterEnergyLCW", "CellEnergy"]:
# for energy_calib in ["ClusterEnergy"]:
if energy_calib == "ClusterEnergy":
useCutFlow = True
else:
useCutFlow = False
''' E/p histograms with LoosePrimary track selection'''
c.setalg("EoverPAnalysis", {"m_name": "EoverP_LoosePrimaryTrks_"+energy_calib+"_Tile_defaultCuts",
"m_inTrackContainerName": trks_loose,
"m_energyCalib": energy_calib, # ClusterEnergy, ClusterEnergyLCW, or CellEnergy
"m_doCaloTotal": True,
"m_doCaloEM": True,
"m_doCaloHAD": True,
"m_doBgSubtr" : False,
# "m_doTileLayer": True,
"m_trkIsoDRmax": .4,
"m_trkIsoPfrac": 0.,
"m_doTrkPcut": True,
"m_trkPmin": 2,
"m_trkPmax": 1e8,
"m_doTrkEtacut": True,
"m_trkEtamin": 0.,
"m_trkEtamax": 1.7,
"m_doTileCuts": True,
"m_LarEmax": 1.,
"m_TileEfracmin": 0.7,
"m_Pbins": "30, 0., 30.",
"m_doPbinsArray": True,
"m_PbinsArray": "0., 2.5, 3., 3.5, 4., 4.5, 5., 6., 7., 8., 9., 10., 12., 14., 16., 20., 30.",
"m_Etabins": "17, -1.7, 1.7",
"m_doEtabinsArray": False,
"m_EtabinsArray": "",
# "m_doProfileEta": True,
# "m_doProfileP": True,
"m_doExtraEtaEnergyBinHists": False,
"m_doGlobalTileEfracRanges": True,
"m_doGlobalEnergyRanges": True,
"m_doGlobalEtaRanges": True,
"m_trkPtReweightingFile": trkPtReweightingFile,
"m_doTrkPtReweighting": do_trkPtRewighting,
"m_detailStr": "all",
"m_useCutFlow": useCutFlow,
"m_debug": False})
| [
"j.mr.olsson@gmail.com"
] | j.mr.olsson@gmail.com |
f4e73e18fafb3cc961b9ef61a49fac66714f8961 | a28b7aa61d0051bca39425d6257972e305851925 | /stimuli/audio/__init__.py | 2e78f33b5eda314049e3e58591cc287c540d0d8a | [
"MIT"
] | permissive | mscheltienne/simple-stimuli | 73994fdd4c33a44b9d74e9ddb97a4d4936c702c5 | 87cb6e1bcd19da403705b1d64d5e3ea659b5b4bd | refs/heads/main | 2023-07-06T05:23:01.487734 | 2023-06-30T12:42:39 | 2023-06-30T12:42:39 | 497,873,209 | 3 | 2 | MIT | 2023-09-11T07:56:39 | 2022-05-30T09:24:44 | Python | UTF-8 | Python | false | false | 250 | py | """Module for auditory stimulus using sounddevice."""
from .am import SoundAM # noqa: F401
from .base import BaseSound # noqa: F401
from .noise import Noise # noqa: F401
from .sound import Sound # noqa: F401
from .tone import Tone # noqa: F401
| [
"mathieu.scheltienne@gmail.com"
] | mathieu.scheltienne@gmail.com |
e82fff8f4cb2dbe2efe4ceeeb5dc4b15dc2a8f1e | 0d9d55810bced1c798aea25e956de6e2e52f056f | /import.py | b72f8a3ce5dad678043158c7c7ddb2325bda7f22 | [] | no_license | ParoMatheus/PycharmProjects | 1d7cfc211e8b4f5ef5e13786f9b9db679b70cb3f | 05021b0d7486b5d443fd33a2b0140503d7560a10 | refs/heads/master | 2020-03-29T19:05:09.225565 | 2018-09-26T23:28:18 | 2018-09-26T23:28:18 | 150,246,978 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 299 | py | file = open("text.txt")
alphabet = " abcdefghijklmnopqrstuvwxyz"
vowels = ["a","e","o","i","u"]
number = 0;
end = ""
for line in file:
for letters in line:
if letters in vowels:
number = number + 1
else:
end = end + alphabet[number]
number = 0
print(end) | [
"mat_pferreira@hotmail.com"
] | mat_pferreira@hotmail.com |
eac0725aee74355dd77a533cc1a5991aabb1eff4 | 9c90b9b3c831c57b55e0a545bf047d298118e4bb | /test/functional/mempool_limit.py | 044db3a1f783578e02d47d7757b043de70f0ab09 | [
"MIT"
] | permissive | wolfoxonly/dk | c320958d778cb2831ae6b5f28798238c632218f6 | 090c9862a1a14c187eefcb8285e43601db5ed35b | refs/heads/master | 2021-09-14T01:38:54.560917 | 2018-05-07T09:19:49 | 2018-05-07T09:19:49 | 125,704,169 | 0 | 0 | null | null | null | null | UTF-8 | Python | false | false | 2,514 | py | #!/usr/bin/env python3
# Copyright (c) 2014-2017 The Dealtoken Core developers
# Distributed under the MIT software license, see the accompanying
# file COPYING or http://www.opensource.org/licenses/mit-license.php.
"""Test mempool limiting together/eviction with the wallet."""
from test_framework.test_framework import DealtokenTestFramework
from test_framework.util import *
class MempoolLimitTest(DealtokenTestFramework):
def set_test_params(self):
self.setup_clean_chain = True
self.num_nodes = 1
self.extra_args = [["-maxmempool=5", "-spendzeroconfchange=0"]]
def run_test(self):
txouts = gen_return_txouts()
relayfee = self.nodes[0].getnetworkinfo()['relayfee']
self.log.info('Check that mempoolminfee is minrelytxfee')
assert_equal(self.nodes[0].getmempoolinfo()['minrelaytxfee'], Decimal('0.00001000'))
assert_equal(self.nodes[0].getmempoolinfo()['mempoolminfee'], Decimal('0.00001000'))
txids = []
utxos = create_confirmed_utxos(relayfee, self.nodes[0], 91)
self.log.info('Create a mempool tx that will be evicted')
us0 = utxos.pop()
inputs = [{ "txid" : us0["txid"], "vout" : us0["vout"]}]
outputs = {self.nodes[0].getnewaddress() : 0.0001}
tx = self.nodes[0].createrawtransaction(inputs, outputs)
self.nodes[0].settxfee(relayfee) # specifically fund this tx with low fee
txF = self.nodes[0].fundrawtransaction(tx)
self.nodes[0].settxfee(0) # return to automatic fee selection
txFS = self.nodes[0].signrawtransaction(txF['hex'])
txid = self.nodes[0].sendrawtransaction(txFS['hex'])
relayfee = self.nodes[0].getnetworkinfo()['relayfee']
base_fee = relayfee*100
for i in range (3):
txids.append([])
txids[i] = create_lots_of_big_transactions(self.nodes[0], txouts, utxos[30*i:30*i+30], 30, (i+1)*base_fee)
self.log.info('The tx should be evicted by now')
assert(txid not in self.nodes[0].getrawmempool())
txdata = self.nodes[0].gettransaction(txid)
assert(txdata['confirmations'] == 0) #confirmation should still be 0
self.log.info('Check that mempoolminfee is larger than minrelytxfee')
assert_equal(self.nodes[0].getmempoolinfo()['minrelaytxfee'], Decimal('0.00001000'))
assert_greater_than(self.nodes[0].getmempoolinfo()['mempoolminfee'], Decimal('0.00001000'))
if __name__ == '__main__':
MempoolLimitTest().main()
| [
"OFIChain@163.com"
] | OFIChain@163.com |
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