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server/src/db_test_read.py | frederik14/tabletennis_dashboard | 0 | 1608920 | <filename>server/src/db_test_read.py<gh_stars>0
from base import Session
from game import Game
from player import Player
session = Session()
# 3 - extract all movies
players = session.query(Player).all()
# 4 - print movies' details
print('\n### All players:')
for player in players:
print(f'{player.name} has rank {player.rank}')
print('')
# 3 - extract all movies
games = session.query(Game).all()
# 4 - print games' details
print('\n### All games:')
for game in games:
print(f'{game.home_player.name} - {game.out_player.name} ({game.home_sets},{game.out_sets})')
print('') | [
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src/6/reading_and_writing_binary_arrays_of_structures/readrecords.py | tuanavu/python-gitbook | 14 | 78096 | from struct import Struct
def read_records(format, f):
record_struct = Struct(format)
chunks = iter(lambda: f.read(record_struct.size), b'')
return (record_struct.unpack(chunk) for chunk in chunks)
# Example
if __name__ == '__main__':
with open('data.b','rb') as f:
for rec in read_records('<idd', f):
# Process rec
print(rec)
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restServiceTest.py | neueda/voting-machine | 0 | 112494 | <reponame>neueda/voting-machine
import unittest
import restService
class RestServiceTest(unittest.TestCase):
def test_valid_check_date(self):
date_to_check = '2015-01-02'
try:
restService.check_date(date_to_check, 'valid date')
except TypeError:
self.fail('valid date raised exception')
def test_valid_check_datetime(self):
date_to_check = '2015-01-02 12:14:01'
try:
restService.check_date(date_to_check, 'valid datetime')
except TypeError:
self.fail('valid datetime raised exception')
def test_invalid_check_date(self):
date_to_check = '01-02'
self.assertRaises(TypeError, restService.check_date, date_to_check, 'date')
if __name__ == '__main__':
unittest.main() | [
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2016/day_23.py | nabiirah/advent-of-code | 24 | 97726 | <filename>2016/day_23.py
"""Advent of Code Day 23 - Safe Cracking"""
from collections import defaultdict
def is_num(s):
"""Determine whether a string is a number or not."""
try:
int(s)
except ValueError:
return False
return True
def do_ops(start_a):
"""Carry out operations and return the value of register 'a'."""
registers = defaultdict(int)
registers['a'] = start_a
i = 0
while i < len(ops):
if ops[i][0] == 0:
if is_num(ops[i][1]):
registers[ops[i][2]] = ops[i][1]
else:
registers[ops[i][2]] = registers[ops[i][1]]
elif ops[i][0] == 1:
registers[ops[i][1]] += 1
elif ops[i][0] == 2:
registers[ops[i][1]] -= 1
elif ops[i][0] == 3:
if is_num(ops[i][1]):
if ops[i][1] != 0:
if is_num(ops[i][2]):
i += ops[i][2] - 1
else:
i += registers[ops[i][2]] - 1
elif registers[ops[i][1]] != 0:
if is_num(ops[i][2]):
i += ops[i][2] - 1
else:
i += registers[ops[i][2]] - 1
elif ops[i][0] == 4:
jump = i + registers[ops[i][1]]
if jump >= len(ops):
i += 1
continue
if len(ops[jump]) == 2:
if ops[jump][0] == 1:
ops[jump][0] = 2
else:
ops[jump][0] = 1
else:
if ops[jump][0] == 3:
ops[jump][0] = 0
else:
ops[jump][0] = 3
elif ops[i][0] == 5:
# For part two found slow loop and modified it with this and NOPs
registers['a'] = registers['b'] * registers['d']
i += 1
return registers['a']
op_conv = {
'cpy': 0,
'inc': 1,
'dec': 2,
'jnz': 3,
'tgl': 4,
'mul': 5
}
with open('inputs/day_23.txt') as f:
ops = [line.strip().split(' ') for line in f.readlines()]
for op in ops:
op[0] = op_conv[op[0]]
if is_num(op[1]):
op[1] = int(op[1])
if len(op) == 3 and is_num(op[2]):
op[2] = int(op[2])
# Answer One (Change argument to 7) / Answer Two
print("Register a:", do_ops(12))
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openeew/time_utils.py | waidyanatha/openeew-detection | 1 | 193460 | from time import time
from numpy import arange, mean
def set_time(times, sample_rate, samples):
"""
times = time stamps by fifo in each payload
sample_rate = sample rate
samples = number of data samples
"""
fifos = len(times)
differences = []
if fifos > 1:
for index, time in enumerate(times[0:-1]):
differences.append(times[index + 1] - time)
delta = mean(differences) / (samples / fifos)
else:
delta = 1 / sample_rate
times.append(times[0] + samples * delta)
return arange(times[0] - ((samples / fifos)) * delta, times[-1] + delta, delta).tolist()
def get_current_timestamp():
return time()
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mnml.py | garethr/mnml | 2 | 186346 | #!/usr/bin/env python
"""
MNML WSGI Web Framework
A small python glue framework for building web applications and services that
run atop WSGI compliant servers. The emphasis is on HTTP best practices,
readble code and allowing applications to be built with using whatever
other python modules you like.
MNML has borrowed fairly heavily from newf, since that's
basically the bare minimum code required for a routed WSGI framework.
"""
import re
import sys
import cgi
import urlparse
from wsgiref.simple_server import make_server
# limit exports
__all__ = [
'HttpRequest', 'HttpResponse', 'HttpResponseRedirect', 'RequestHandler',
'development_server', 'TokenBasedApplication', 'RegexBasedApplication',
]
class RequestHandler(object):
"""
Our base HTTP request handler. Clients should subclass this class.
Subclasses should override get(), post(), head(), options(), etc to handle
different HTTP methods.
"""
def __init__(self, request):
"Stash the request locally to make the API nicer"
self.request = request
def GET(self, *args):
"Handler method for GET requests."
return self.error(405)
def POST(self, *args):
"Handler method for POST requests."
return self.error(405)
def HEAD(self, *args):
"Handler method for HEAD requests."
return self.error(405)
def OPTIONS(self, *args):
"Handler method for OPTIONS requests."
return self.error(405)
def PUT(self, *args):
"Handler method for PUT requests."
return self.error(405)
def DELETE(self, *args):
"Handler method for DELETE requests."
return self.error(405)
def TRACE(self, *args):
"Handler method for TRACE requests."
return self.error(405)
def error(self, code, message=''):
"Sets the given HTTP error code."
return HttpResponse(message, status_code=code)
class HttpError(Exception):
"Generic exception for HTTP issues"
pass
class HttpRequest(object):
"Our request object which stores information about the HTTP request"
def __init__(self, environ):
"Initialise our request with an environment"
self.POST = self.GET = {}
self.environ = environ
# we often want access to the method so we'll make that
# easier to get at
self.method = environ['REQUEST_METHOD']
# and the path
self.path = environ['PATH_INFO']
# http://www.w3.org/Protocols/rfc2616/rfc2616-sec9.html
if self.method not in ('POST', 'GET', 'DELETE', 'PUT', 'HEAD',
'OPTIONS', 'TRACE'):
raise HttpError, "Invalid request"
# if we have any query string arguments then we'll make then
# more easily accessible
if len(environ['QUERY_STRING']):
self.GET = urlparse.parse_qs(environ['QUERY_STRING'], True)
# if we have post data we'll make that more accessible too
if self.method == 'POST':
self.POST = cgi.FieldStorage(fp=environ['wsgi.input'],
environ=environ,
keep_blank_values=True)
# like PHP's $_REQUEST - but you should usually be more explicit
self.REQUEST = self.GET.copy()
self.REQUEST.update(self.POST)
class HttpResponse(object):
"Our Response object"
# http://www.faqs.org/rfcs/rfc2616.html
codes = {
100: "Continue",
101: "Switching Protocols",
200: "OK",
201: "Created",
202: "Accepted",
203: "Non-Authoritative Information",
204: "No Content",
205: "Reset Content",
206: "Partial Content",
300: "Multiple Choices",
301: "Moved Permanently",
302: "Found",
303: "See Other",
304: "Not Modified",
305: "Use Proxy",
307: "Temporary Redirect",
400: "Bad Request",
401: "Unauthorized",
402: "Payment Required",
403: "Forbidden",
404: "Not Found",
405: "Method Not Allowed",
406: "Not Acceptable",
407: "Proxy Authentication Required",
408: "Request Time-out",
409: "Conflict",
410: "Gone",
411: "Length Required",
412: "Precondition Failed",
413: "Request Entity Too Large",
414: "Request-URI Too Large",
415: "Unsupported Media Type",
416: "Requested range not satisfiable",
417: "Expectation Failed",
500: "Internal Server Error",
501: "Not Implemented",
502: "Bad Gateway",
503: "Service Unavailable",
504: "Gateway Time-out",
505: "HTTP Version not supported",
}
def __init__(self, content='', headers={}, status_code=200):
"Initialise our response, assuming everything is fine"
self.status_code = status_code
self.set_content(content)
self._headers = headers
self._headers['content-length'] = str(len(content))
# lets assume text/html unless told otherwise
if not 'content-type' in self.headers:
self._headers['content-type'] = 'text/html'
def get_status(self):
"Get the status code and message, but make sure it's valid first"
if self.status_code not in self.codes:
# invalid code, so something has gone wrong
self.status_code = 500
return "%s %s" % (self.status_code, self.codes[self.status_code])
def set_status(self, code):
"API setter method"
self.status_code = code
def get_headers(self):
"Return the headers as a list"
return list(self._headers.iteritems())
def set_headers(self, *args):
"Set the response headers, takes either a key/value or a dictionary"
if type(args[0]).__name__ == 'dict':
self._headers.update(args[0])
else:
key, value = args
self._headers[key] = value
def get_content(self):
"Return the body of the response in a useful format"
return [self._content, '\n']
def set_content(self, value):
"Set the body of the response, ensuring we're using utf-8"
# http://www.python.org/dev/peps/pep-0333/#unicode-issues
if isinstance(value, unicode):
value = value.encode('utf-8')
self._content = value
# make the important parts of the response properties of the object
content = property(get_content, set_content)
status = property(get_status, set_status)
headers = property(get_headers, set_headers)
class HttpResponseRedirect(HttpResponse):
"Sub class of HttpResponse making redirects easier to handle"
def __init__(self, redirect_location, permanent=True):
super(HttpResponseRedirect, self).__init__()
self._headers['Location'] = redirect_location
# allow us to set whether we want a 301 or 302 redirect
if permanent:
self.status_code = 301
else:
self.status_code = 302
class WebApplication(object):
"""
Accepts a set of routes and provides a WSGI application.
This specific class is intended to be subclassed depending on
what sort of routing engine you want to use. If used it will
always return a 404.
"""
def __init__(self, routes):
self.routes = routes
def __call__(self, environ, start_response):
response = self.create_response(environ)
# we don't have a valid response
if not isinstance(response, HttpResponse):
try:
# must times not having a response means we didn't match
# a handler so this will fail, but just in case
return handler.error(404)
except:
# in a real application this will probably never happen
# you should always define your own catch all handler which
# matches everything that falls all the way through your
# routes and deal with it yourself.
response = HttpResponse(
'<h1>Page Not Found</h1>', status_code=404)
start_response(response.status, response.get_headers())
return response.content
def create_response(self, environ):
"Takes the environment and returns a response object or None"
return None
class RegexBasedApplication(WebApplication):
"""
Example Application using a regex based scheme for routing.
This is slightly faster and allows more detailed routes
at the expense of making reversing impossible. Routes look like:
routes = (
(r'^/foo/([0-9]+)/([0-9]+)', Foo),
(r'^/bar$', Bar),
('/.*', NotFoundPageHandler),
)
"""
def create_response(self, environ):
"Takes the environment and returns a response object or None"
handler = None
groups = []
response = None
# get the request from the environment
request = HttpRequest(environ)
# compile all the individual regexs
routes = tuple((re.compile(a), b) for a, b in self.routes)
# for each regex, class pair
for regexp, handler_class in routes:
# if it matches the path we're dealing with
match = regexp.match(environ['PATH_INFO'])
if match:
# instantiate the handler class
handler = handler_class(request)
# and grab the matched segments
groups = match.groups()
break
# if we found a relevant handler
if handler:
# try the request method to see if the
# handler supports it and if so then
# call the method
try:
method = environ['REQUEST_METHOD']
if method == 'GET':
response = handler.GET(*groups)
elif method == 'POST':
response = handler.POST(*groups)
elif method == 'HEAD':
response = handler.HEAD(*groups)
elif method == 'OPTIONS':
response = handler.OPTIONS(*groups)
elif method == 'PUT':
response = handler.PUT(*groups)
elif method == 'DELETE':
response = handler.DELETE(*groups)
elif method == 'TRACE':
response = handler.TRACE(*groups)
except Exception, e:
# capture any exceptions so we can throw a relevant error
return handler.error(500, e)
# eventually return the response, which if we didn't find
# one will be None
return response
class TokenBasedApplication(WebApplication):
"""
Example Application using a simple token based scheme for routing.
This has the advantage of making reversing relatively simple.
Routes look like:
routes = (
('/', Foo),
('/myview/:stuff/', Bar)
)
"""
def create_response(self, environ):
"Takes the environment and returns a response object or None"
response = None
groups = []
request = HttpRequest(environ)
for pair in self.routes:
route, view = pair
matches = re.match(self._route_master(route), environ['PATH_INFO'])
# if we found a match
if matches:
groups = matches.groups()
handler = view(request)
# try the request method to see if the
# handler supports it and if so then
# call the method
try:
method = environ['REQUEST_METHOD']
if method == 'GET':
response = handler.GET(*groups)
elif method == 'POST':
response = handler.POST(*groups)
elif method == 'HEAD':
response = handler.HEAD(*groups)
elif method == 'OPTIONS':
response = handler.OPTIONS(*groups)
elif method == 'PUT':
response = handler.PUT(*groups)
elif method == 'DELETE':
response = handler.DELETE(*groups)
elif method == 'TRACE':
response = handler.TRACE(*groups)
except Exception, e:
# capture any exceptions so we can throw a relevant error
return handler.error(500, e)
finally:
# once we have a match we can stop looking
break
# eventually return the response, which if we didn't find
# one will be None
return response
def _route_master(self, route):
"returns a compiled regular expression"
# chop off leading slash
if route.startswith('/'):
route = route[1:]
trailing_slash = False
# check end slash and remember to keep it
if route.endswith('/'):
route = route[:-1]
trailing_slash = True
# split into path components
bits = route.split('/')
# compiled match starts with a slash,
# so we make it a list so we can join later
regex = ['']
for path_component in bits:
if path_component.startswith(':'):
# it's a route, so compile
name = path_component[1:]
# accept only valid URL characters
regex.append(r'(?P<%s>[-_a-zA-Z0-9+%%]+)' % name)
else:
# just a string/static path component
regex.append(path_component)
# stick the trailing slash back on
if trailing_slash:
regex.append('')
# stitch it back together as a path
return '^%s$' % '/'.join(regex)
def development_server(application, port=8000):
"A simple WSGI development server"
server = make_server('', port, application)
print 'MNML now running on http://127.0.0.1:%s\n' % port
try:
server.serve_forever()
except KeyboardInterrupt:
sys.exit()
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] |
JIG.py | mmg1/JIG | 28 | 11846 | <reponame>mmg1/JIG
import re
import sys
from itertools import izip as zip
import argparse
import requests
# argparse definitions
parser = argparse.ArgumentParser(description='Jira attack script')
parser.add_argument('URL', type=str , help='the URL of the Jira instance... ex. https://jira.organization.com/')
parser.add_argument('-u' ,'--usernames', dest='names', action='store_const', const=True, help='Print discovered usernames')
parser.add_argument('-e' , '--emails', dest='emails',action='store_const', const=True, help='Print discovered email addresses')
parser.add_argument('-a' ,'--all', dest='all',action='store_const',const=True,help='Print discovered email addresses and usernames')
parser.add_argument('-eu' , dest='all',action='store_const',const=True,help=argparse.SUPPRESS)
parser.add_argument('-ue' , dest='all',action='store_const',const=True,help=argparse.SUPPRESS)
args = parser.parse_args()
url = args.URL
if args.URL[-1] != '/':
args.URL = args.URL + "/"
# Define URLs
pickerURL = args.URL + "secure/popups/UserPickerBrowser.jspa?max=9999"
filtersURL = args.URL + "secure/ManageFilters.jspa?filter=popular"
#dashboardURL = args.URL + "secure/Dashboard.jspa"
def extractPicker(response):
'''
Takes in the response body for UserBrowserPicker and returns a dictionary containing
usernames and email addresses.
'''
userList = re.compile(r"-name\">(.*)</td>").findall(response.text)
emailList = re.compile(r">(.*\@.*)</td>").findall(response.text)
dictionary = dict(zip(userList , emailList))
return dictionary
def extractFilters(response):
'''
Takes in the response body for the manage filters page and returns a list containing usernames.
'''
userList = re.compile(r"</span>.\((.*)\)").findall(response.text)
return list(set(userList))
def validateURL(url):
'''
Runs a stream of validation on a given URL and returns the response and a boolean value.
'''
try:
s = requests.Session()
validateresponse = s.get(url , allow_redirects=False,timeout=5)
except requests.exceptions.InvalidSchema:
print ""
print "[-] Invalid schema provided... Must follow format https://jira.organization.com/"
print ""
sys.exit(1)
except requests.exceptions.MissingSchema:
print ""
print "[-] A supported schema was not provided. Please use http:// or https://"
print ""
sys.exit(1)
except requests.exceptions.InvalidURL:
print "[-] Invalid base URL was supplied... Please try again."
sys.exit(1)
except requests.exceptions.ConnectionError:
print ""
print "[-] Connection failed... Please check the URL and try again."
print ""
sys.exit(1)
except requests.exceptions.RequestException:
print ""
print "[-] An unknown exception occurred... Please try again."
print ""
sys.exit(1)
if validateresponse.status_code == 200:
return validateresponse,True
else:
return "[-] The page is inaccessible",False
if __name__ == "__main__":
pickerResponse,pickerAccessible = validateURL(pickerURL)
filterResponse,filterAccessible = validateURL(filtersURL)
print ""
print ""
print "[+] Checking the User Picker page..."
if pickerAccessible == True:
users = extractPicker(pickerResponse)
print ""
print "[+] Success..."
print "[+] Users: "+str(len(users))
print "[+] Emails: " + str(len(users))
print ""
if (args.emails and args.names) or args.all:
print '{:<20}{:<20}'.format("---Username---", "---------Email---------")
for username, email in sorted(users.iteritems()):
print '{:<20}{:<20}'.format(username,email)
elif args.emails:
for username,email in sorted(users.iteritems()):
print email
elif args.names:
for username,email in sorted(users.iteritems()):
print username
print ""
elif pickerAccessible == False:
print pickerResponse
print ""
print ""
print "[+] Checking the Manage Filters page..."
if filterAccessible == True:
filterUsers = extractFilters(filterResponse)
if args.names or args.all:
if len(filterUsers) == 0:
print "[-] We could not find any anonymously accessible filters"
print ""
else:
print "[+] The Manage Filters page is accessible and contains data..."
print ""
for username in filterUsers:
print username
print ""
elif filterAccessible == False:
print filterResponse | [
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] |
setup.py | agateau/nanoci | 0 | 110905 | #!/usr/bin/env python3
# encoding: utf-8
"""
Nanoci, a minimalist continuous integration server
:copyright: 2015 <NAME>.
:license: BSD.
"""
import os
from setuptools import setup
import nanoci
DESCRIPTION = 'Minimalist continuous integration server'
setup(name=nanoci.__appname__,
version=nanoci.__version__,
description=DESCRIPTION,
author='<NAME>',
author_email='<EMAIL>',
license=nanoci.__license__,
platforms=['any'],
url='http://github.com/agateau/nanoci',
install_requires=[
'flask',
'pyyaml',
'requests',
'pytest',
],
packages=['nanoci'],
entry_points={
'console_scripts': [
'nanoci-server = nanoci.nanoci_server:main',
'nanoci-build = nanoci.nanoci_build:main',
'nanoci-log = nanoci.nanoci_log:main',
],
}
)
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mindhome_alpha/erpnext/stock/doctype/batch/test_batch.py | Mindhome/field_service | 1 | 28340 | <reponame>Mindhome/field_service
# Copyright (c) 2015, Frappe Technologies Pvt. Ltd. and Contributors
# License: GNU General Public License v3. See license.txt
from __future__ import unicode_literals
import frappe
from frappe.exceptions import ValidationError
import unittest
from erpnext.stock.doctype.batch.batch import get_batch_qty, UnableToSelectBatchError, get_batch_no
from frappe.utils import cint, flt
from erpnext.accounts.doctype.purchase_invoice.test_purchase_invoice import make_purchase_invoice
from erpnext.stock.get_item_details import get_item_details
class TestBatch(unittest.TestCase):
def test_item_has_batch_enabled(self):
self.assertRaises(ValidationError, frappe.get_doc({
"doctype": "Batch",
"name": "_test Batch",
"item": "_Test Item"
}).save)
@classmethod
def make_batch_item(cls, item_name):
from erpnext.stock.doctype.item.test_item import make_item
if not frappe.db.exists(item_name):
return make_item(item_name, dict(has_batch_no = 1, create_new_batch = 1, is_stock_item=1))
def test_purchase_receipt(self, batch_qty = 100):
'''Test automated batch creation from Purchase Receipt'''
self.make_batch_item('ITEM-BATCH-1')
receipt = frappe.get_doc(dict(
doctype='Purchase Receipt',
supplier='_Test Supplier',
company='_Test Company',
items=[
dict(
item_code='ITEM-BATCH-1',
qty=batch_qty,
rate=10,
warehouse= 'Stores - _TC'
)
]
)).insert()
receipt.submit()
self.assertTrue(receipt.items[0].batch_no)
self.assertEqual(get_batch_qty(receipt.items[0].batch_no,
receipt.items[0].warehouse), batch_qty)
return receipt
def test_stock_entry_incoming(self):
'''Test batch creation via Stock Entry (Work Order)'''
self.make_batch_item('ITEM-BATCH-1')
stock_entry = frappe.get_doc(dict(
doctype = 'Stock Entry',
purpose = 'Material Receipt',
company = '_Test Company',
items = [
dict(
item_code = 'ITEM-BATCH-1',
qty = 90,
t_warehouse = '_Test Warehouse - _TC',
cost_center = 'Main - _TC',
rate = 10
)
]
))
stock_entry.set_stock_entry_type()
stock_entry.insert()
stock_entry.submit()
self.assertTrue(stock_entry.items[0].batch_no)
self.assertEqual(get_batch_qty(stock_entry.items[0].batch_no, stock_entry.items[0].t_warehouse), 90)
def test_delivery_note(self):
'''Test automatic batch selection for outgoing items'''
batch_qty = 15
receipt = self.test_purchase_receipt(batch_qty)
item_code = 'ITEM-BATCH-1'
delivery_note = frappe.get_doc(dict(
doctype='Delivery Note',
customer='_Test Customer',
company=receipt.company,
items=[
dict(
item_code=item_code,
qty=batch_qty,
rate=10,
warehouse=receipt.items[0].warehouse
)
]
)).insert()
delivery_note.submit()
# shipped from FEFO batch
self.assertEqual(
delivery_note.items[0].batch_no,
get_batch_no(item_code, receipt.items[0].warehouse, batch_qty)
)
def test_delivery_note_fail(self):
'''Test automatic batch selection for outgoing items'''
receipt = self.test_purchase_receipt(100)
delivery_note = frappe.get_doc(dict(
doctype = 'Delivery Note',
customer = '_Test Customer',
company = receipt.company,
items = [
dict(
item_code = 'ITEM-BATCH-1',
qty = 5000,
rate = 10,
warehouse = receipt.items[0].warehouse
)
]
))
self.assertRaises(UnableToSelectBatchError, delivery_note.insert)
def test_stock_entry_outgoing(self):
'''Test automatic batch selection for outgoing stock entry'''
batch_qty = 16
receipt = self.test_purchase_receipt(batch_qty)
item_code = 'ITEM-BATCH-1'
stock_entry = frappe.get_doc(dict(
doctype='Stock Entry',
purpose='Material Issue',
company=receipt.company,
items=[
dict(
item_code=item_code,
qty=batch_qty,
s_warehouse=receipt.items[0].warehouse,
)
]
))
stock_entry.set_stock_entry_type()
stock_entry.insert()
stock_entry.submit()
# assert same batch is selected
self.assertEqual(
stock_entry.items[0].batch_no,
get_batch_no(item_code, receipt.items[0].warehouse, batch_qty)
)
def test_batch_split(self):
'''Test batch splitting'''
receipt = self.test_purchase_receipt()
from erpnext.stock.doctype.batch.batch import split_batch
new_batch = split_batch(receipt.items[0].batch_no, 'ITEM-BATCH-1', receipt.items[0].warehouse, 22)
self.assertEqual(get_batch_qty(receipt.items[0].batch_no, receipt.items[0].warehouse), 78)
self.assertEqual(get_batch_qty(new_batch, receipt.items[0].warehouse), 22)
def test_get_batch_qty(self):
'''Test getting batch quantities by batch_numbers, item_code or warehouse'''
self.make_batch_item('ITEM-BATCH-2')
self.make_new_batch_and_entry('ITEM-BATCH-2', 'batch a', '_Test Warehouse - _TC')
self.make_new_batch_and_entry('ITEM-BATCH-2', 'batch b', '_Test Warehouse - _TC')
self.assertEqual(get_batch_qty(item_code = 'ITEM-BATCH-2', warehouse = '_Test Warehouse - _TC'),
[{'batch_no': u'batch a', 'qty': 90.0}, {'batch_no': u'batch b', 'qty': 90.0}])
self.assertEqual(get_batch_qty('batch a', '_Test Warehouse - _TC'), 90)
def test_total_batch_qty(self):
self.make_batch_item('ITEM-BATCH-3')
existing_batch_qty = flt(frappe.db.get_value("Batch", "B100", "batch_qty"))
stock_entry = self.make_new_batch_and_entry('ITEM-BATCH-3', 'B100', '_Test Warehouse - _TC')
current_batch_qty = flt(frappe.db.get_value("Batch", "B100", "batch_qty"))
self.assertEqual(current_batch_qty, existing_batch_qty + 90)
stock_entry.cancel()
current_batch_qty = flt(frappe.db.get_value("Batch", "B100", "batch_qty"))
self.assertEqual(current_batch_qty, existing_batch_qty)
@classmethod
def make_new_batch_and_entry(cls, item_name, batch_name, warehouse):
'''Make a new stock entry for given target warehouse and batch name of item'''
if not frappe.db.exists("Batch", batch_name):
batch = frappe.get_doc(dict(
doctype = 'Batch',
item = item_name,
batch_id = batch_name
)).insert(ignore_permissions=True)
batch.save()
stock_entry = frappe.get_doc(dict(
doctype = 'Stock Entry',
purpose = 'Material Receipt',
company = '_Test Company',
items = [
dict(
item_code = item_name,
qty = 90,
t_warehouse = warehouse,
cost_center = 'Main - _TC',
rate = 10,
batch_no = batch_name,
allow_zero_valuation_rate = 1
)
]
))
stock_entry.set_stock_entry_type()
stock_entry.insert()
stock_entry.submit()
return stock_entry
def test_batch_name_with_naming_series(self):
stock_settings = frappe.get_single('Stock Settings')
use_naming_series = cint(stock_settings.use_naming_series)
if not use_naming_series:
frappe.set_value('Stock Settings', 'Stock Settings', 'use_naming_series', 1)
batch = self.make_new_batch('_Test Stock Item For Batch Test1')
batch_name = batch.name
self.assertTrue(batch_name.startswith('BATCH-'))
batch.delete()
batch = self.make_new_batch('_Test Stock Item For Batch Test2')
self.assertEqual(batch_name, batch.name)
# reset Stock Settings
if not use_naming_series:
frappe.set_value('Stock Settings', 'Stock Settings', 'use_naming_series', 0)
def make_new_batch(self, item_name, batch_id=None, do_not_insert=0):
batch = frappe.new_doc('Batch')
item = self.make_batch_item(item_name)
batch.item = item.name
if batch_id:
batch.batch_id = batch_id
if not do_not_insert:
batch.insert()
return batch
def test_batch_wise_item_price(self):
if not frappe.db.get_value('Item', '_Test Batch Price Item'):
frappe.get_doc({
'doctype': 'Item',
'is_stock_item': 1,
'item_code': '_Test Batch Price Item',
'item_group': 'Products',
'has_batch_no': 1,
'create_new_batch': 1
}).insert(ignore_permissions=True)
batch1 = create_batch('_Test Batch Price Item', 200, 1)
batch2 = create_batch('_Test Batch Price Item', 300, 1)
batch3 = create_batch('_Test Batch Price Item', 400, 0)
args = frappe._dict({
"item_code": "_Test Batch Price Item",
"company": "_Test Company with perpetual inventory",
"price_list": "_Test Price List",
"currency": "_Test Currency",
"doctype": "Sales Invoice",
"conversion_rate": 1,
"price_list_currency": "_Test Currency",
"plc_conversion_rate": 1,
"customer": "_Test Customer",
"name": None
})
#test price for batch1
args.update({'batch_no': batch1})
details = get_item_details(args)
self.assertEqual(details.get('price_list_rate'), 200)
#test price for batch2
args.update({'batch_no': batch2})
details = get_item_details(args)
self.assertEqual(details.get('price_list_rate'), 300)
#test price for batch3
args.update({'batch_no': batch3})
details = get_item_details(args)
self.assertEqual(details.get('price_list_rate'), 400)
def create_batch(item_code, rate, create_item_price_for_batch):
pi = make_purchase_invoice(company="_Test Company",
warehouse= "Stores - _TC", cost_center = "Main - _TC", update_stock=1,
expense_account ="_Test Account Cost for Goods Sold - _TC", item_code=item_code)
batch = frappe.db.get_value('Batch', {'item': item_code, 'reference_name': pi.name})
if not create_item_price_for_batch:
create_price_list_for_batch(item_code, None, rate)
else:
create_price_list_for_batch(item_code, batch, rate)
return batch
def create_price_list_for_batch(item_code, batch, rate):
frappe.get_doc({
'doctype': 'Item Price',
'item_code': '_Test Batch Price Item',
'price_list': '_Test Price List',
'batch_no': batch,
'price_list_rate': rate
}).insert()
def make_new_batch(**args):
args = frappe._dict(args)
try:
batch = frappe.get_doc({
"doctype": "Batch",
"batch_id": args.batch_id,
"item": args.item_code,
}).insert()
except frappe.DuplicateEntryError:
batch = frappe.get_doc("Batch", args.batch_id)
return batch | [
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] |
pymatgen/io/lammps/tests/test_output.py | katherinelatimer2013/pymatgen | 0 | 140194 | # coding: utf-8
# Copyright (c) Pymatgen Development Team.
# Distributed under the terms of the MIT License.
from __future__ import division, print_function, unicode_literals, \
absolute_import
import os
import unittest
import numpy as np
from pymatgen.io.lammps.output import LammpsRun, LammpsLog, LammpsDump
__author__ = '<NAME>'
__email__ = '<EMAIL>'
test_dir = os.path.join(os.path.dirname(__file__), "..", "..", "..", "..",
"test_files", "lammps")
class TestLammpsDump(unittest.TestCase):
def test_init(self):
# general tests + gzipped
rdx_10 = LammpsDump(filename=os.path.join(test_dir, "dump.rdx.gz"))
np.testing.assert_array_equal(rdx_10.timesteps, np.arange(0, 101, 10))
obox = rdx_10[0]["box"]
np.testing.assert_array_equal(obox.bounds, np.array([(35, 48)] * 3))
atom = rdx_10[-1]["atoms_data"][-1]
np.testing.assert_array_equal(atom,
[19, 2, 0.42369, 0.47347, 0.555425])
# timestep wildcard
rdx_25 = LammpsDump(filename=os.path.join(test_dir, "dump.rdx_wc.*"),
parse_box=False)
self.assertEqual(len(rdx_25), 5)
np.testing.assert_array_equal(rdx_25.timesteps, np.arange(0, 101, 25))
self.assertNotIn("box", rdx_25[0])
# tilted box
tatb = LammpsDump(filename=os.path.join(test_dir, "dump.tatb"))
tbox = tatb[0]["box"]
bounds = [[0, 13.624], [0, 17.1149153805], [0, 15.1826391451]]
tilt = [-5.75315630927, -6.325466, 7.4257288]
np.testing.assert_array_almost_equal(tbox.bounds, bounds)
np.testing.assert_array_almost_equal(tbox.tilt, tilt)
class TestLammpsRun(unittest.TestCase):
@classmethod
def setUpClass(cls):
data_file = os.path.join(test_dir, "nvt.data")
traj_file = os.path.join(test_dir, "nvt.dump")
log_file = os.path.join(test_dir, "nvt.log")
cls.lmps_log = LammpsLog(log_file=log_file)
cls.lammpsrun = LammpsRun(data_file, traj_file, log_file)
def test_lammps_log(self):
fields = "step vol temp press ke pe etotal enthalpy evdwl ecoul epair " \
"ebond eangle edihed eimp " \
"emol elong etail lx ly lz xy xz yz density"
fields = fields.split()
thermo_data_ans = np.loadtxt(
os.path.join(test_dir, "thermo_data.txt"))
thermo_data = self.lammpsrun.log.thermo_data
self.assertEqual(sorted(list(thermo_data.keys())), sorted(fields))
self.assertEqual(self.lammpsrun.log.nmdsteps + 1,
len(thermo_data['step']))
data = [thermo_data[k] for k in fields]
np.testing.assert_almost_equal(data, np.transpose(thermo_data_ans), decimal=10)
def test_lammps_trajectory(self):
fields = "Atoms_id atom_type x y z vx vy vz mol mass"
fields = fields.split()
timestep_ans = 82
trajectory_ans = np.loadtxt(os.path.join(test_dir,
"trajectory_timestep_82_sorted.txt"))
begin = int(timestep_ans / 2) * self.lammpsrun.natoms
end = (int(timestep_ans / 2) + 1) * self.lammpsrun.natoms
trajectory = self.lammpsrun.trajectory[begin:end]
# atom ids in the trajectory starts from 0
np.testing.assert_almost_equal(trajectory[:][fields[0]],
trajectory_ans[:, 0] - 1, decimal=10)
for i, fld in enumerate(fields[1:]):
np.testing.assert_almost_equal(trajectory[:][fld],
trajectory_ans[:, i + 1],
decimal=10)
def test_get_structures_from_trajectory(self):
structures = self.lammpsrun.get_structures_from_trajectory()
self.assertEqual(len(structures), len(self.lammpsrun.timesteps))
def test_get_displacements(self):
structure, disp = self.lammpsrun.get_displacements()
self.assertEqual(disp.shape[0], len(structure))
self.assertEqual(disp.shape[1], len(self.lammpsrun.timesteps) - 1)
self.assertEqual(disp.shape[2], 3)
self.assertAlmostEqual(disp[-1, -1, -1], 0.077079999999999788)
def test_serialization(self):
d = self.lammpsrun.as_dict()
lmps_run = LammpsRun.from_dict(d)
self.assertDictEqual(d, lmps_run.as_dict())
d2 = self.lmps_log.as_dict()
lmps_log = LammpsLog.from_dict(d2)
self.assertDictEqual(d2, lmps_log.as_dict())
if __name__ == "__main__":
unittest.main()
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atari/atari.py | neevparikh/lwm | 17 | 41681 | <filename>atari/atari.py<gh_stars>10-100
import torch
from gym.spaces.box import Box
from baselines import bench
from baselines.common.vec_env.shmem_vec_env import ShmemVecEnv
from baselines.common.atari_wrappers import wrap_deepmind, make_atari
from baselines.common.vec_env import VecEnvWrapper
def make_vec_envs(name, num, seed=0, max_ep_len=100000):
def make_env(rank):
def _thunk():
full_name = f"{name}NoFrameskip-v4"
env = make_atari(full_name, max_episode_steps=max_ep_len)
env.seed(seed + rank)
env = bench.Monitor(env, None)
env = wrap_deepmind(env, episode_life=True, clip_rewards=False)
return env
return _thunk
envs = [make_env(i) for i in range(num)]
envs = ShmemVecEnv(envs, context="fork")
envs = VecTorch(envs)
return envs
class VecTorch(VecEnvWrapper):
def __init__(self, env):
super(VecTorch, self).__init__(env)
obs = self.observation_space.shape
self.observation_space = Box(0, 255, [obs[2], obs[0], obs[1]],
dtype=self.observation_space.dtype)
def _convert_obs(self, x):
return torch.from_numpy(x).permute(0, 3, 1, 2)
def reset(self):
return self._convert_obs(self.venv.reset())
def step_async(self, actions):
assert len(actions.shape) == 2
actions = actions[:, 0].cpu().numpy()
self.venv.step_async(actions)
def step_wait(self):
obs, reward, done, info = self.venv.step_wait()
obs = self._convert_obs(obs)
reward = torch.from_numpy(reward)[..., None].float()
done = torch.tensor(done, dtype=torch.uint8)[..., None]
return obs, reward, done, info
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v401/python/rechnung.py | chrbeckm/anfaenger-praktikum | 2 | 129164 | import numpy as np
import uncertainties.unumpy as unumpy
from uncertainties import ufloat
from scipy.stats import sem
print('Wellenlaenge')
dd1, za = np.genfromtxt('python/wellenlaenge.txt', unpack=True)
dd = (dd1*10**(-3))/5.017
lam = 2 * dd / za
mlam = np.mean(lam)
slam = sem(lam)
rlam = ufloat(mlam, slam)
np.savetxt('build/wellenlaenge.txt', np.column_stack([dd1, dd, za, lam]), header='dd1, dd, za, lam')
print('Vakuum')
dp, zb = np.genfromtxt('python/vakuum.txt', unpack=True)
dn = zb * 650*10**(-9) / (2 * 0.05)
mdn = np.mean(dn)
sdn = sem(dn)
rdn = ufloat(mdn, sdn)
n = 1 + rdn * 295.15 * 1.0132 / (273.15*0.8)
print('rlam =',rlam)
print('rdn =',rdn)
print('n =',n)
np.savetxt('build/vakuum.txt', np.column_stack([dp, zb, dn]), header='dp, zb, delta n')
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src/towerData.py | jahrmarkt/TowerGame | 0 | 39552 |
from enum import Enum
from pygame.sprite import *
pygame.init()
pygame.mixer.init()
size = (width, height) = 512, 704
screen = pygame.display.set_mode(size)
def loadTower(n):
filename = "assets/sprites/towers/" + n + ".png"
return pygame.image.load(filename).convert_alpha()
def loadProjectile(n):
filename = "assets/sprites/projectiles/" + n + ".png"
return pygame.image.load(filename).convert_alpha()
class BoostType(Enum):
SPEED = 1
DAMAGE = 2
RANGE = 3
DOUBLE = 4
class TowerType(Enum):
FIRE = 0
ROCKY = 1
YELLOW = 2
GREEN = 3
REDROOF = 4
HIGH = 5
HIGHBLUE = 6
HIGHBROWN = 7
ROCKYBOOST = 8
LIBRARY = 9
class ProjectileType(Enum):
FIRE = 0
LIGHTNING1 = 1
LIGHTNING2 = 2
ARROW = 3
POISON = 4
BOMB = 5
spriteTowerFire = loadTower('fire')
spriteTowerRocky = loadTower('rocky')
spriteTowerYellow = loadTower('yellow')
spriteTowerGreen = loadTower('green')
spriteTowerRedroof = loadTower('redroof')
spriteTowerHigh = loadTower('high')
spriteTowerHighblue = loadTower('highblue')
spriteTowerHighbrown = loadTower('highbrown')
spriteTowerRockyboost = loadTower('rockyboost')
spriteTowerLibrary = loadTower('library')
iconTowerFire = pygame.transform.scale(loadTower('fire'), (64,64))
iconTowerRocky = pygame.transform.scale(loadTower('rocky'), (64,64))
iconTowerYellow = pygame.transform.scale(loadTower('yellow'), (64,64))
iconTowerGreen = pygame.transform.scale(loadTower('green'), (64,64))
iconTowerRedroof = pygame.transform.scale(loadTower('redroof'), (64,64))
iconTowerHigh = pygame.transform.scale(loadTower('high'), (64,64))
iconTowerHighblue = pygame.transform.scale(loadTower('highblue'), (64,64))
iconTowerHighbrown = pygame.transform.scale(loadTower('highbrown'), (64,64))
iconTowerRockyboost = pygame.transform.scale(loadTower('rockyboost'), (64,64))
iconTowerLibrary = pygame.transform.scale(loadTower('library'), (64,64))
spriteProjectileFire = loadProjectile('fire')
spriteProjectileLightning1 = loadProjectile('lightning1')
spriteProjectileLightning2 = loadProjectile('lightning2')
spriteProjectileArrow = loadProjectile('arrow')
spriteProjectilePoison = loadProjectile('poison')
spriteProjectileBomb = loadProjectile('bomb')
towerList = \
{ TowerType.FIRE : (spriteTowerFire, 100, 15, False, ProjectileType.FIRE, None, iconTowerFire),
TowerType.ROCKY : (spriteTowerRocky, 150, 30, False, ProjectileType.ARROW, None, iconTowerRocky),
TowerType.YELLOW : (spriteTowerYellow, 150, 30, False, ProjectileType.LIGHTNING1, None, iconTowerYellow),
TowerType.GREEN : (spriteTowerGreen, 150, 30, False, ProjectileType.POISON, None, iconTowerGreen),
TowerType.REDROOF : (spriteTowerRedroof, 150, 30, False, ProjectileType.ARROW, None, iconTowerRedroof),
TowerType.HIGH : (spriteTowerHigh, 10, 10, True, None, BoostType.DAMAGE, iconTowerHigh),
TowerType.HIGHBLUE : (spriteTowerHighblue, 10, 10, True, None, BoostType.RANGE, iconTowerHighblue),
TowerType.HIGHBROWN : (spriteTowerHighbrown, 10, 10, True, None, BoostType.RANGE, iconTowerHighbrown),
TowerType.ROCKYBOOST : (spriteTowerRockyboost, 10, 10, True, None, BoostType.DAMAGE, iconTowerRockyboost),
TowerType.LIBRARY : (spriteTowerLibrary, 10, 10, True, None, BoostType.DOUBLE, iconTowerLibrary),
}
projectileList = \
{ ProjectileType.FIRE : (spriteProjectileFire, 3, 4, ),
ProjectileType.LIGHTNING1 : (spriteProjectileLightning1, 2, 1, ),
ProjectileType.LIGHTNING2 : (spriteProjectileLightning2, 2, 1, ),
ProjectileType.ARROW : (spriteProjectileArrow, 2, 1, ),
ProjectileType.POISON : (spriteProjectilePoison, 3, 1, ),
ProjectileType.BOMB : (spriteProjectileBomb, 1, 1, ),
}
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] |
skos/method.py | edmondchuc/voc-view | 3 | 15192 | <filename>skos/method.py
from pyldapi.renderer import Renderer
from pyldapi.view import View
from flask import render_template, Response
from rdflib import Graph, URIRef, BNode
import skos
from skos.common_properties import CommonPropertiesMixin
from config import Config
class Method(CommonPropertiesMixin):
def __init__(self, uri):
CommonPropertiesMixin.__init__(self, uri)
self.uri = uri
self.purpose = skos.get_method_purpose(uri)
self.scope = skos.get_method_scope(uri)
self.equipment = skos.get_method_equipment(uri)
self.time_required = skos.get_method_time_required(uri)
self.instructions = skos.get_method_instructions(uri)
self.additional_note = skos.get_method_additional_note(uri)
self.parameters = skos.get_parameter_relations(uri)
self.categorical_variables = skos.get_categorical_variables_relations(uri)
class MethodRenderer(Renderer):
def __init__(self, uri, request):
self.uri = uri
views = {
'method': View(
'Method',
'A TERN method.',
['text/html'] + Renderer.RDF_MIMETYPES,
'text/html',
namespace='https://w3id.org/tern/ontologies/tern/'
)
}
super().__init__(request, uri, views, 'method')
# TODO: Make a base class and make this a method of the base class.
def render_rdf(self):
g = Graph()
for subj, pred, obj in Config.g.triples((URIRef(self.uri), None, None)):
g.add((subj, pred, obj))
if type(obj) == BNode:
for s, p, o in Config.g.triples((obj, None, None)):
g.add((s, p, o))
return Response(g.serialize(format=self.format), mimetype=self.format)
def render(self):
if not hasattr(self, 'format'):
self.format = 'text/html'
if self.view == 'method':
if self.format == 'text/html':
cc = Method(self.uri)
return render_template('method.html', title=cc.label, c=cc,
skos_class=('https://w3id.org/tern/ontologies/tern/Method', 'Method'),
formats=[(format, format.split('/')[-1]) for format in self.views.get('method').formats])
elif self.format in Renderer.RDF_MIMETYPES:
return self.render_rdf()
else:
# In theory, this line should never execute because if an invalid format has been entered, the pyldapi
# will default to the default format. In this case, The default format for the default view (skos) is
# text/html.
raise RuntimeError('Invalid format error')
else:
# Let pyldapi handle the rendering of the 'alternates' view.
return super(MethodRenderer, self).render()
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] |
utils/tsne.py | rafarez/paiss | 3 | 100597 | from sklearn.decomposition import PCA
from sklearn.manifold import TSNE
import time
import matplotlib
import matplotlib.pyplot as plt
import numpy as np
import matplotlib.colors as colors
import matplotlib.cm as cmx
import os
np.random.seed(0)
def do_tsne(feats, labs, cls, show_unlabeled=False, sec='', savefig=True):
# hyperparameters:
n_pca = 256
n_cls = 12
n_dim = 2
n_iter = 300
# prepare data:
labs = [int(i) for i in labs]
slabs = list(set(labs))
# map class ids to names:
if not isinstance(cls, np.ndarray): cls = np.array(cls)
cls = np.array( ['unlabeled']+cls.tolist() )
cls_ind = range(feats.shape[0])
labsc = np.array([cls[labs[i]] for i in cls_ind])
#reduce dimensionality:
print('applying PCA...')
pca = PCA(n_components=n_pca)
featsc = pca.fit_transform(feats)
print('applying t-SNE...')
time_start = time.time()
tsne = TSNE(n_components=n_dim, verbose=1, perplexity=40, n_iter=n_iter)
feats_tsne = tsne.fit_transform(featsc)
print('t-SNE done! Time elapsed: {:.3f} seconds'.format(time.time()-time_start))
# Visualize the results
fig, ax = plt.subplots()
values = range(n_cls) if show_unlabeled else range(1,n_cls)
jet = cm = plt.get_cmap('jet')
cNorm = colors.Normalize(vmin=0, vmax=values[-1])
scalarMap = cmx.ScalarMappable(norm=cNorm, cmap=jet)
for c in values:
colorVal = np.array(scalarMap.to_rgba(c), ndmin=2)
embed_idx = np.where(labsc == cls[c])[0]
embed_x = feats_tsne[embed_idx,0]
embed_y = feats_tsne[embed_idx,1]
ax.scatter(embed_x, embed_y, c=colorVal, label=cls[c])
plt.axis('off')
plt.axis('equal')
plt.legend(bbox_to_anchor=(1.05, 1), loc=2, borderaxespad=0.)
fig.tight_layout()
plt.show()
print('2-dimensional t-sne plot.')
if savefig:
out_fname = 'results/tsne_sect-{}.png'.format(sec)
if not os.path.exists(os.path.dirname(out_fname)):
os.makedirs(os.path.dirname(out_fname))
plt.savefig(out_fname, bbox_inches='tight')
plt.close()
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser(description='Run t-SNE on features representations for retrieval')
parser.add_argument('--dataset', '-d', type=str, default='oxford', choices=('oxford'), help='selects the dataset')
parser.add_argument('--backbone', '-b', type=str, default='alexnet', choices=('alexnet', 'resnet18', 'resnet50'), help='selects the backbone architecture')
parser.add_argument('--trained', '-t', type=str, default='classification', help='selects the task used to train the model')
parser.add_argument('--finetuned', '-f', type=bool, default=False, help='switchs if the model is finetuned (trained on landmarks) or not (trained on Imagenet)')
parser.add_argument('--show_unlabeled', '-s', type=bool, default=False, help='show unlabeled data')
args = parser.parse_args()
train_db = 'landmark' if args.finetuned else 'imagenet'
data_f = 'data/'+args.dataset+'_res_224_'+args.backbone+'_'+train_db+'_'+args.trained+'.npz'
data = np.load(data_f)
feats = data['feats']
labs = data['labs']
cls = ['landmark 1','landmark 2','landmark 3','landmark 4','landmark 5','landmark 6','landmark 7','landmark 8','landmark 9','landmark 10','landmark 11']
do_tsne(feats, labs, cls, sec='test')
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] |
thing_gym_ros/envs/utils.py | utiasSTARS/thing-gym-ros | 1 | 4301 | <gh_stars>1-10
""" Various generic env utilties. """
def center_crop_img(img, crop_zoom):
""" crop_zoom is amount to "zoom" into the image. E.g. 2.0 would cut out half of the width,
half of the height, and only give the center. """
raw_height, raw_width = img.shape[:2]
center = raw_height // 2, raw_width // 2
crop_size = raw_height // crop_zoom, raw_width // crop_zoom
min_y, max_y = int(center[0] - crop_size[0] // 2), int(center[0] + crop_size[0] // 2)
min_x, max_x = int(center[1] - crop_size[1] // 2), int(center[1] + crop_size[1] // 2)
img_cropped = img[min_y:max_y, min_x:max_x]
return img_cropped
def crop_img(img, relative_corners):
""" relative_corners are floats between 0 and 1 designating where the corners of a crop box
should be ([[top_left_x, top_left_y], [bottom_right_x, bottom_right_y]]).
e.g. [[0, 0], [1, 1]] would be the full image, [[0.5, 0.5], [1, 1]] would be bottom right."""
rc = relative_corners
raw_height, raw_width = img.shape[:2]
top_left_pix = [int(rc[0][0] * raw_width), int(rc[0][1] * raw_height)]
bottom_right_pix = [int(rc[1][0] * raw_width), int(rc[1][1] * raw_height)]
img_cropped = img[top_left_pix[1]:bottom_right_pix[1], top_left_pix[0]:bottom_right_pix[0]]
return img_cropped | [
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anuga/file_conversion/tests/test_2pts.py | samcom12/anuga_core | 136 | 124193 | # external modules
import unittest
import tempfile
import shutil
import numpy as num
# ANUGA modules
from anuga.shallow_water.shallow_water_domain import Domain
from anuga.coordinate_transforms.geo_reference import Geo_reference
from anuga.file.sww import Write_sww, SWW_file
from anuga.abstract_2d_finite_volumes.generic_boundary_conditions \
import Transmissive_boundary
from anuga.config import netcdf_mode_r, netcdf_mode_w, netcdf_mode_a, \
netcdf_float
from anuga.geospatial_data.geospatial_data import Geospatial_data
# local modules
from anuga.file_conversion.sdf2pts import sdf2pts
from anuga.file_conversion.sww2pts import sww2pts
from pprint import pprint
class Test_2Pts(unittest.TestCase):
""" Test files that convert to pts format. """
def test_hecras_cross_sections2pts(self):
"""Test conversion from HECRAS cross sections in ascii format
to native NetCDF pts format
"""
import time, os
from anuga.file.netcdf import NetCDFFile
#Write test asc file
root = 'hecrastest'
filename = root+'.sdf'
fid = open(filename, 'w')
fid.write("""
# RAS export file created on Mon 15Aug2005 11:42
# by HEC-RAS Version 3.1.1
BEGIN HEADER:
UNITS: METRIC
DTM TYPE: TIN
DTM: v:\\1\\cit\\perth_topo\\river_tin
STREAM LAYER: c:\\x_local\\hecras\\21_02_03\\up_canning_cent3d.shp
CROSS-SECTION LAYER: c:\\x_local\\hecras\\21_02_03\\up_can_xs3d.shp
MAP PROJECTION: UTM
PROJECTION ZONE: 50
DATUM: AGD66
VERTICAL DATUM:
NUMBER OF REACHES: 19
NUMBER OF CROSS-SECTIONS: 2
END HEADER:
BEGIN CROSS-SECTIONS:
CROSS-SECTION:
STREAM ID:Southern-Wungong
REACH ID:Southern-Wungong
STATION:21410
CUT LINE:
407546.08 , 6437277.542
407329.32 , 6437489.482
407283.11 , 6437541.232
SURFACE LINE:
407546.08, 6437277.54, 52.14
407538.88, 6437284.58, 51.07
407531.68, 6437291.62, 50.56
407524.48, 6437298.66, 49.58
407517.28, 6437305.70, 49.09
407510.08, 6437312.74, 48.76
END:
CROSS-SECTION:
STREAM ID:Swan River
REACH ID:Swan Mouth
STATION:840.*
CUT LINE:
381178.0855 , 6452559.0685
380485.4755 , 6453169.272
SURFACE LINE:
381178.09, 6452559.07, 4.17
381169.49, 6452566.64, 4.26
381157.78, 6452576.96, 4.34
381155.97, 6452578.56, 4.35
381143.72, 6452589.35, 4.43
381136.69, 6452595.54, 4.58
381114.74, 6452614.88, 4.41
381075.53, 6452649.43, 4.17
381071.47, 6452653.00, 3.99
381063.46, 6452660.06, 3.67
381054.41, 6452668.03, 3.67
END:
END CROSS-SECTIONS:
""")
fid.close()
#Convert to NetCDF pts
sdf2pts(root+'.sdf')
#Check contents
#Get NetCDF
fid = NetCDFFile(root+'.pts', netcdf_mode_r)
# Get the variables
#print fid.variables.keys()
points = fid.variables['points']
elevation = fid.variables['elevation']
#Check values
ref_points = [[407546.08, 6437277.54],
[407538.88, 6437284.58],
[407531.68, 6437291.62],
[407524.48, 6437298.66],
[407517.28, 6437305.70],
[407510.08, 6437312.74]]
ref_points += [[381178.09, 6452559.07],
[381169.49, 6452566.64],
[381157.78, 6452576.96],
[381155.97, 6452578.56],
[381143.72, 6452589.35],
[381136.69, 6452595.54],
[381114.74, 6452614.88],
[381075.53, 6452649.43],
[381071.47, 6452653.00],
[381063.46, 6452660.06],
[381054.41, 6452668.03]]
ref_elevation = [52.14, 51.07, 50.56, 49.58, 49.09, 48.76]
ref_elevation += [4.17, 4.26, 4.34, 4.35, 4.43, 4.58, 4.41, 4.17, 3.99, 3.67, 3.67]
#print points[:]
#print ref_points
assert num.allclose(points, ref_points)
#print attributes[:]
#print ref_elevation
assert num.allclose(elevation, ref_elevation)
#Cleanup
fid.close()
os.remove(root + '.sdf')
os.remove(root + '.pts')
def test_sww2pts_centroids_1_5(self):
"""Test that sww information can be converted correctly to pts data at specified coordinates
- in this case, the centroids.
"""
import time, os
from anuga.file.netcdf import NetCDFFile
# Used for points that lie outside mesh
NODATA_value = 1758323
# Setup
from anuga.abstract_2d_finite_volumes.mesh_factory import rectangular
# Create shallow water domain
domain = Domain(*rectangular(2, 2))
domain.set_flow_algorithm('1_5')
B = Transmissive_boundary(domain)
domain.set_boundary( {'left': B, 'right': B, 'top': B, 'bottom': B})
domain.set_name('datatest_1_5')
ptsfile = domain.get_name() + '_elevation.pts'
swwfile = domain.get_name() + '.sww'
domain.set_datadir('.')
domain.format = 'sww'
domain.set_quantity('elevation', lambda x,y: -x-y)
domain.geo_reference = Geo_reference(56,308500,6189000)
sww = SWW_file(domain)
sww.store_connectivity()
sww.store_timestep()
#self.domain.tight_slope_limiters = 1
domain.evolve_to_end(finaltime = 0.01)
sww.store_timestep()
# Check contents in NetCDF
fid = NetCDFFile(sww.filename, netcdf_mode_r)
# Get the variables
x = fid.variables['x'][:]
y = fid.variables['y'][:]
elevation = fid.variables['elevation'][:]
time = fid.variables['time'][:]
stage = fid.variables['stage'][:]
volumes = fid.variables['volumes'][:]
# Invoke interpolation for vertex points
points = num.concatenate( (x[:,num.newaxis],y[:,num.newaxis]), axis=1 )
points = num.ascontiguousarray(points)
sww2pts(domain.get_name() + '.sww',
quantity = 'elevation',
data_points = points,
NODATA_value = NODATA_value)
ref_point_values = elevation
point_values = Geospatial_data(ptsfile).get_attributes()
#print 'P', point_values
#print 'Ref', ref_point_values
assert num.allclose(point_values, ref_point_values)
# Invoke interpolation for centroids
points = domain.get_centroid_coordinates()
#print points
sww2pts(domain.get_name() + '.sww',
quantity = 'elevation',
data_points = points,
NODATA_value = NODATA_value)
ref_point_values = [-0.5, -0.5, -1, -1, -1, -1, -1.5, -1.5] #At centroids
point_values = Geospatial_data(ptsfile).get_attributes()
#print 'P', point_values
#print 'Ref', ref_point_values
assert num.allclose(point_values, ref_point_values)
fid.close()
#Cleanup
os.remove(sww.filename)
os.remove(ptsfile)
def test_sww2pts_centroids_de0(self):
"""Test that sww information can be converted correctly to pts data at specified coordinates
- in this case, the centroids.
"""
import time, os
from anuga.file.netcdf import NetCDFFile
# Used for points that lie outside mesh
NODATA_value = 1758323
# Setup
from anuga.abstract_2d_finite_volumes.mesh_factory import rectangular
# Create shallow water domain
domain = Domain(*rectangular(2, 2))
B = Transmissive_boundary(domain)
domain.set_boundary( {'left': B, 'right': B, 'top': B, 'bottom': B})
domain.set_name('datatest_de0')
ptsfile = domain.get_name() + '_elevation.pts'
swwfile = domain.get_name() + '.sww'
domain.set_datadir('.')
domain.format = 'sww'
domain.set_quantity('elevation', lambda x,y: -x-y)
domain.geo_reference = Geo_reference(56,308500,6189000)
sww = SWW_file(domain)
sww.store_connectivity()
sww.store_timestep()
#self.domain.tight_slope_limiters = 1
domain.evolve_to_end(finaltime = 0.01)
sww.store_timestep()
# Check contents in NetCDF
fid = NetCDFFile(sww.filename, netcdf_mode_r)
# Get the variables
x = fid.variables['x'][:]
y = fid.variables['y'][:]
elevation = fid.variables['elevation'][:]
time = fid.variables['time'][:]
stage = fid.variables['stage'][:]
volumes = fid.variables['volumes'][:]
# Invoke interpolation for vertex points
points = num.concatenate( (x[:,num.newaxis],y[:,num.newaxis]), axis=1 )
points = num.ascontiguousarray(points)
sww2pts(domain.get_name() + '.sww',
quantity = 'elevation',
data_points = points,
NODATA_value = NODATA_value)
ref_point_values = elevation
point_values = Geospatial_data(ptsfile).get_attributes()
#print 'P', point_values
#print 'Ref', ref_point_values
assert num.allclose(point_values, ref_point_values)
# Invoke interpolation for centroids
points = domain.get_centroid_coordinates()
#print points
sww2pts(domain.get_name() + '.sww',
quantity = 'elevation',
data_points = points,
NODATA_value = NODATA_value)
#ref_point_values = [-0.5, -0.5, -1, -1, -1, -1, -1.5, -1.5] #At centroids
ref_point_values = [-0.77777777, -0.77777777, -0.99999998, -0.99999998,
-0.99999998, -0.99999998, -1.22222221, -1.22222221]
point_values = Geospatial_data(ptsfile).get_attributes()
#print 'P', point_values
#print 'Ref', ref_point_values
assert num.allclose(point_values, ref_point_values)
fid.close()
#Cleanup
os.remove(sww.filename)
os.remove(ptsfile)
#-------------------------------------------------------------
if __name__ == "__main__":
suite = unittest.makeSuite(Test_2Pts, 'test_')
runner = unittest.TextTestRunner() #verbosity=2)
runner.run(suite)
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1-mouth01/project_month01/exe01.py | gary-gggggg/gary | 4 | 146119 | <filename>1-mouth01/project_month01/exe01.py<gh_stars>1-10
class CommodityModel:
def __init__(self, cid=0, name="", price=0, cm=0):
self.cid = cid
self.name = name
self.price = price
self.cm = cm
def __str__(self):
return f"商品名称是{self.name}，编号是{self.cid}，价格是{self.price}，识别码是{self.cm}"
def __eq__(self, other):
return self.cm == other.cm
class CommodityView:
def __init__(self):
self.__controller = CommodityController()
def __display_veiw_menu(self):
print("按1键录入商品信息")
print("按2键显示商品信息")
print("按3键删除商品信息")
print("按4键修改商品信息")
def __select_menu(self):
giao = int(input("请输入按键"))
if giao == 1:
self.__input_commodity_info()
elif giao == 2:
self.__display_commodity_info()
elif giao == 3:
self.__remove_commodity_info()
elif giao == 4:
self.__update_commodity_info()
def __input_commodity_info(self):
ccm = CommodityModel()
ccm.name = input("请输入商品名称:")
ccm.price = int(input("请输入商品价格:"))
ccm.cid = int(input("请输入商品编号:"))
self.__controller.addto_datebase_of_Commodityinfo(ccm)
print("成功！！！")
def main(self):
while 1:
self.__display_veiw_menu()
self.__select_menu()
def __display_commodity_info(self):
for i in self.__controller.list_of_commodity:
print(i)
def __remove_commodity_info(self):
cm = int(input("请输入您要删除的商品的商品识别码："))
if self.__controller.removed_info(cm):
print("删除成功")
else:
print("删除失败")
def __update_commodity_info(self):
ccm = CommodityModel()
ccm.cm = int(input("请输入您需要修改的商品的编号："))
ccm.cid = input("请输入商品编号")
ccm.name = input("请输入商名称")
ccm.price = input("请输入商品价格")
if self.__controller.update_info(ccm):
print("修改成功")
else:
print("修改失败")
class CommodityController:
def __init__(self):
self.__list_of_commodity = []
self.number_of_cm = 1000
@property
def list_of_commodity(self):
return self.__list_of_commodity
def addto_datebase_of_Commodityinfo(self, comdity_info):
comdity_info.cm = self.number_of_cm
self.number_of_cm += 1
self.__list_of_commodity.append(comdity_info)
def removed_info(self, cm):
cm1 = CommodityModel(cm=cm)
if cm1 in self.__list_of_commodity:
self.__list_of_commodity.remove(cm1)
return True
else:
return False
def update_info(self, ccm):
for i in self.__list_of_commodity:
if i.cm == ccm.cm:
i.__dict__ = ccm.__dict__
return True
return False
v = CommodityView()
v.main()
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examples/simple.py | tomamore/AnyDeck | 0 | 50405 | from anydeck import AnyDeck
# Create a default deck
# A default deck consists of a standard deck of poker cards with four suits with cards numbered 2 through 10, as well
# as a Jack, Queen, King, and Ace for each suit. The standard deck gives a value to the card equal to their
# face value further Jack, Queen, and King have a value of 10 and Ace has a value of 11.
cards = AnyDeck()
# Draw a card from the top (the default for a draw)
card = cards.draw()
# Print the card
print(f'{card.face} of {card.suit}')
# Draw a card from the bottom
card = cards.draw(position='bottom')
# Print the card
print(f'{card.face} of {card.suit}')
# Recreate a new standard deck; this time shuffled
cards = AnyDeck(shuffled=True)
# Draw a card from the top
card = cards.draw()
# Print the card
print(f'{card.face} of {card.suit}')
# Draw another card from the top
card = cards.draw()
# Print the card
print(f'{card.face} of {card.suit}')
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] |
data-exporter/brix/settings.py | dzwiedziu-nkg/credo-api-tools | 0 | 35066 | <reponame>dzwiedziu-nkg/credo-api-tools
import csv
DIR = 'credo-data-export/detections'
CSV = 'credo-data-export/credocut.tsv'
PLOT = 'credo-data-export/credocut.plot'
JSON = 'credo-data-export/credocut.json'
DEVICES = 'credo-data-export/device_mapping.json'
PNG = 'credo-data-export/png'
CREDOCUT = 10069
DELIMITER='\t'
QUOTECHAR='"'
QUOTING=csv.QUOTE_MINIMAL
COLUMNS = [
'id',
'user_id',
'device_id',
'team_id',
'width',
'height',
'x',
'y',
'latitude',
'longitude',
'altitude',
'accuracy',
'provider',
'source',
'time_received',
'timestamp',
'visible',
'frame_content'
]
TSV_COLUMNS = {}
for i in range(0, len(COLUMNS)):
TSV_COLUMNS[COLUMNS[i]] = i
BLACKLIST = set()
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] |
python/python.py | TimVan1596/ACM-ICPC | 1 | 38367 | import xlwt
if __name__ == '__main__':
workbook = xlwt.Workbook(encoding='utf-8') # 创建workbook 对象
worksheet = workbook.add_sheet('sheet1') # 创建工作表sheet
# 往表中写内容,第一各参数 行,第二个参数列,第三个参数内容
worksheet.write(0, 0, 'hello world')
worksheet.write(0, 1, '你好')
workbook.save('first.xls') # 保存表为students.xls
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src/mount_efs/__init__.py | Sodki/efs-utils | 0 | 3899 | #!/usr/bin/env python
#
# Copyright 2017-2018 Amazon.com, Inc. and its affiliates. All Rights Reserved.
#
# Licensed under the MIT License. See the LICENSE accompanying this file
# for the specific language governing permissions and limitations under
# the License.
#
#
# Copy this script to /sbin/mount.efs and make sure it is executable.
#
# You will be able to mount an EFS file system by its short name, by adding it
# to /etc/fstab. The syntax of an fstab entry is:
#
# [Device] [Mount Point] [File System Type] [Options] [Dump] [Pass]
#
# Add an entry like this:
#
# fs-deadbeef /mount_point efs _netdev 0 0
#
# Using the 'efs' type will cause '/sbin/mount.efs' to be called by 'mount -a'
# for this file system. The '_netdev' option tells the init system that the
# 'efs' type is a networked file system type. This has been tested with systemd
# (Amazon Linux 2, CentOS 7, RHEL 7, Debian 9, and Ubuntu 16.04), and upstart
# (Amazon Linux 2017.09).
#
# Once there is an entry in fstab, the file system can be mounted with:
#
# sudo mount /mount_point
#
# The script will add recommended mount options, if not provided in fstab.
import base64
import errno
import hashlib
import hmac
import json
import logging
import os
import pwd
import random
import re
import socket
import subprocess
import sys
import threading
import time
from contextlib import contextmanager
from datetime import datetime, timedelta
from logging.handlers import RotatingFileHandler
try:
import ConfigParser
from ConfigParser import NoOptionError, NoSectionError
except ImportError:
from configparser import ConfigParser, NoOptionError, NoSectionError
try:
from urllib.parse import quote_plus
except ImportError:
from urllib import quote_plus
try:
from urllib2 import URLError, HTTPError, build_opener, urlopen, Request, HTTPHandler
from urllib import urlencode
except ImportError:
from urllib.request import urlopen, Request
from urllib.error import URLError, HTTPError
from urllib.parse import urlencode
try:
import botocore.session
from botocore.exceptions import ClientError, NoCredentialsError, EndpointConnectionError
BOTOCORE_PRESENT = True
except ImportError:
BOTOCORE_PRESENT = False
VERSION = '1.28.2'
SERVICE = 'elasticfilesystem'
CONFIG_FILE = '/etc/amazon/efs/efs-utils.conf'
CONFIG_SECTION = 'mount'
CLIENT_INFO_SECTION = 'client-info'
CLIENT_SOURCE_STR_LEN_LIMIT = 100
CLOUDWATCH_LOG_SECTION = 'cloudwatch-log'
DEFAULT_CLOUDWATCH_LOG_GROUP = '/aws/efs/utils'
DEFAULT_RETENTION_DAYS = 14
# Cloudwatchlog agent dict includes cloudwatchlog botocore client, cloudwatchlog group name, cloudwatchlog stream name
CLOUDWATCHLOG_AGENT = None
LOG_DIR = '/var/log/amazon/efs'
LOG_FILE = 'mount.log'
STATE_FILE_DIR = '/var/run/efs'
PRIVATE_KEY_FILE = '/etc/amazon/efs/privateKey.pem'
DATE_ONLY_FORMAT = '%Y%m%d'
SIGV4_DATETIME_FORMAT = '%Y%m%dT%H%M%SZ'
CERT_DATETIME_FORMAT = '%y%m%d%H%M%SZ'
AWS_CREDENTIALS_FILE = os.path.expanduser(os.path.join('~' + pwd.getpwuid(os.getuid()).pw_name, '.aws', 'credentials'))
AWS_CONFIG_FILE = os.path.expanduser(os.path.join('~' + pwd.getpwuid(os.getuid()).pw_name, '.aws', 'config'))
CA_CONFIG_BODY = """dir = %s
RANDFILE = $dir/database/.rand
[ ca ]
default_ca = local_ca
[ local_ca ]
database = $dir/database/index.txt
serial = $dir/database/serial
private_key = %s
cert = $dir/certificate.pem
new_certs_dir = $dir/certs
default_md = sha256
preserve = no
policy = efsPolicy
x509_extensions = v3_ca
[ efsPolicy ]
CN = supplied
[ req ]
prompt = no
distinguished_name = req_distinguished_name
[ req_distinguished_name ]
CN = %s
%s
%s
%s
"""
# SigV4 Auth
ALGORITHM = 'AWS4-HMAC-SHA256'
AWS4_REQUEST = 'aws4_request'
HTTP_REQUEST_METHOD = 'GET'
CANONICAL_URI = '/'
CANONICAL_HEADERS_DICT = {
'host': '%s'
}
CANONICAL_HEADERS = '\n'.join(['%s:%s' % (k, v) for k, v in sorted(CANONICAL_HEADERS_DICT.items())])
SIGNED_HEADERS = ';'.join(CANONICAL_HEADERS_DICT.keys())
REQUEST_PAYLOAD = ''
FS_ID_RE = re.compile('^(?P<fs_id>fs-[0-9a-f]+)$')
EFS_FQDN_RE = re.compile(r'^(?P<fs_id>fs-[0-9a-f]+)\.efs\.(?P<region>[a-z0-9-]+)\.(?P<dns_name_suffix>[a-z0-9.]+)$')
AP_ID_RE = re.compile('^fsap-[0-9a-f]{17}$')
CREDENTIALS_KEYS = ['AccessKeyId', 'SecretAccessKey', 'Token']
ECS_URI_ENV = 'AWS_CONTAINER_CREDENTIALS_RELATIVE_URI'
ECS_TASK_METADATA_API = 'http://169.254.170.2'
WEB_IDENTITY_ROLE_ARN_ENV = 'AWS_ROLE_ARN'
WEB_IDENTITY_TOKEN_FILE_ENV = 'AWS_WEB_IDENTITY_TOKEN_FILE'
STS_ENDPOINT_URL = 'https://sts.amazonaws.com/'
INSTANCE_METADATA_TOKEN_URL = 'http://169.254.169.254/latest/api/token'
INSTANCE_METADATA_SERVICE_URL = 'http://169.254.169.254/latest/dynamic/instance-identity/document/'
INSTANCE_IAM_URL = 'http://169.254.169.254/latest/meta-data/iam/security-credentials/'
SECURITY_CREDS_ECS_URI_HELP_URL = 'https://docs.aws.amazon.com/AmazonECS/latest/developerguide/task-iam-roles.html'
SECURITY_CREDS_WEBIDENTITY_HELP_URL = 'https://docs.aws.amazon.com/eks/latest/userguide/iam-roles-for-service-accounts.html'
SECURITY_CREDS_IAM_ROLE_HELP_URL = 'https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/iam-roles-for-amazon-ec2.html'
DEFAULT_STUNNEL_VERIFY_LEVEL = 2
DEFAULT_STUNNEL_CAFILE = '/etc/amazon/efs/efs-utils.crt'
NOT_BEFORE_MINS = 15
NOT_AFTER_HOURS = 3
EFS_ONLY_OPTIONS = [
'accesspoint',
'awscredsuri',
'awsprofile',
'cafile',
'iam',
'netns',
'noocsp',
'ocsp',
'tls',
'tlsport',
'verify'
]
UNSUPPORTED_OPTIONS = [
'capath'
]
STUNNEL_GLOBAL_CONFIG = {
'fips': 'no',
'foreground': 'yes',
'socket': [
'l:SO_REUSEADDR=yes',
'a:SO_BINDTODEVICE=lo',
],
}
STUNNEL_EFS_CONFIG = {
'client': 'yes',
'accept': '127.0.0.1:%s',
'connect': '%s:2049',
'sslVersion': 'TLSv1.2',
'renegotiation': 'no',
'TIMEOUTbusy': '20',
'TIMEOUTclose': '0',
'TIMEOUTidle': '70',
'delay': 'yes',
}
WATCHDOG_SERVICE = 'amazon-efs-mount-watchdog'
SYSTEM_RELEASE_PATH = '/etc/system-release'
OS_RELEASE_PATH = '/etc/os-release'
RHEL8_RELEASE_NAME = 'Red Hat Enterprise Linux release 8'
CENTOS8_RELEASE_NAME = 'CentOS Linux release 8'
FEDORA_RELEASE_NAME = 'Fedora release'
SUSE_RELEASE_NAME = 'openSUSE Leap'
SKIP_NO_LIBWRAP_RELEASES = [RHEL8_RELEASE_NAME, CENTOS8_RELEASE_NAME, FEDORA_RELEASE_NAME, SUSE_RELEASE_NAME]
def fatal_error(user_message, log_message=None, exit_code=1):
if log_message is None:
log_message = user_message
sys.stderr.write('%s\n' % user_message)
logging.error(log_message)
publish_cloudwatch_log(CLOUDWATCHLOG_AGENT, 'Mount failed, %s' % log_message)
sys.exit(exit_code)
def get_target_region(config):
def _fatal_error(message):
fatal_error('Error retrieving region. Please set the "region" parameter in the efs-utils configuration file.', message)
metadata_exception = 'Unknown error'
try:
return config.get(CONFIG_SECTION, 'region')
except NoOptionError:
pass
try:
return get_region_from_instance_metadata()
except Exception as e:
metadata_exception = e
logging.warning('Region not found in config file and metadata service call failed, falling back '
'to legacy "dns_name_format" check')
try:
region = get_region_from_legacy_dns_format(config)
sys.stdout.write('Warning: region obtained from "dns_name_format" field. Please set the "region" '
'parameter in the efs-utils configuration file.')
return region
except Exception:
logging.warning('Legacy check for region in "dns_name_format" failed')
_fatal_error(metadata_exception)
def get_region_from_instance_metadata():
instance_identity = get_instance_identity_info_from_instance_metadata('region')
if not instance_identity:
raise Exception("Cannot retrieve region from instance_metadata")
return instance_identity
def get_instance_identity_info_from_instance_metadata(property):
ec2_metadata_unsuccessful_resp = 'Unsuccessful retrieval of EC2 metadata at %s.' % INSTANCE_METADATA_SERVICE_URL
ec2_metadata_url_error_msg = 'Unable to reach %s to retrieve EC2 instance metadata.' % INSTANCE_METADATA_SERVICE_URL
instance_identity = url_request_helper(INSTANCE_METADATA_SERVICE_URL, ec2_metadata_unsuccessful_resp,
ec2_metadata_url_error_msg, retry_with_new_header_token=True)
if instance_identity:
try:
return instance_identity[property]
except KeyError as e:
logging.warning('%s not present in %s: %s' % (property, instance_identity, e))
except TypeError as e:
logging.warning('response %s is not a json object: %s' % (instance_identity, e))
return None
def get_region_from_legacy_dns_format(config):
"""
For backwards compatibility check dns_name_format to obtain the target region. This functionality
should only be used if region is not present in the config file and metadata calls fail.
"""
dns_name_format = config.get(CONFIG_SECTION, 'dns_name_format')
if '{region}' not in dns_name_format:
split_dns_name_format = dns_name_format.split('.')
if '{dns_name_suffix}' in dns_name_format:
return split_dns_name_format[-2]
elif 'amazonaws.com' in dns_name_format:
return split_dns_name_format[-3]
raise Exception('Region not found in dns_name_format')
def get_aws_ec2_metadata_token():
try:
opener = build_opener(HTTPHandler)
request = Request(INSTANCE_METADATA_TOKEN_URL)
request.add_header('X-aws-ec2-metadata-token-ttl-seconds', 21600)
request.get_method = lambda: 'PUT'
res = opener.open(request)
return res.read()
except NameError:
headers = {'X-aws-ec2-metadata-token-ttl-seconds': 21600}
req = Request(INSTANCE_METADATA_TOKEN_URL, headers=headers, method='PUT')
res = urlopen(req)
return res.read()
def get_aws_security_credentials(use_iam, awsprofile=None, aws_creds_uri=None):
"""
Lookup AWS security credentials (access key ID and secret access key). Adapted credentials provider chain from:
https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html and
https://docs.aws.amazon.com/sdk-for-java/v1/developer-guide/credentials.html
"""
if not use_iam:
return None, None
# attempt to lookup AWS security credentials through the credentials URI the ECS agent generated
if aws_creds_uri:
return get_aws_security_credentials_from_ecs(aws_creds_uri, True)
# attempt to lookup AWS security credentials in AWS credentials file (~/.aws/credentials)
# and configs file (~/.aws/config) with given awsprofile
if awsprofile:
return get_aws_security_credentials_from_awsprofile(awsprofile, True)
# attempt to lookup AWS security credentials through AWS_CONTAINER_CREDENTIALS_RELATIVE_URI environment variable
if ECS_URI_ENV in os.environ:
credentials, credentials_source = get_aws_security_credentials_from_ecs(os.environ[ECS_URI_ENV], False)
if credentials and credentials_source:
return credentials, credentials_source
# attempt to lookup AWS security credentials through AssumeRoleWithWebIdentity
# (e.g. for IAM Role for Service Accounts (IRSA) approach on EKS)
if WEB_IDENTITY_ROLE_ARN_ENV in os.environ and WEB_IDENTITY_TOKEN_FILE_ENV in os.environ:
credentials, credentials_source = get_aws_security_credentials_from_webidentity(
os.environ[WEB_IDENTITY_ROLE_ARN_ENV],
os.environ[WEB_IDENTITY_TOKEN_FILE_ENV],
False
)
if credentials and credentials_source:
return credentials, credentials_source
# attempt to lookup AWS security credentials with IAM role name attached to instance
# through IAM role name security credentials lookup uri
iam_role_name = get_iam_role_name()
if iam_role_name:
credentials, credentials_source = get_aws_security_credentials_from_instance_metadata(iam_role_name)
if credentials and credentials_source:
return credentials, credentials_source
error_msg = 'AWS Access Key ID and Secret Access Key are not found in AWS credentials file (%s), config file (%s), ' \
'from ECS credentials relative uri, or from the instance security credentials service' % \
(AWS_CREDENTIALS_FILE, AWS_CONFIG_FILE)
fatal_error(error_msg, error_msg)
def get_aws_security_credentials_from_awsprofile(awsprofile, is_fatal=False):
for file_path in [AWS_CREDENTIALS_FILE, AWS_CONFIG_FILE]:
if os.path.exists(file_path):
credentials = credentials_file_helper(file_path, awsprofile)
if credentials['AccessKeyId']:
return credentials, os.path.basename(file_path) + ':' + awsprofile
# Fail if credentials cannot be fetched from the given awsprofile
if is_fatal:
log_message = 'AWS security credentials not found in %s or %s under named profile [%s]' % \
(AWS_CREDENTIALS_FILE, AWS_CONFIG_FILE, awsprofile)
fatal_error(log_message)
else:
return None, None
def get_aws_security_credentials_from_ecs(aws_creds_uri, is_fatal=False):
ecs_uri = ECS_TASK_METADATA_API + aws_creds_uri
ecs_unsuccessful_resp = 'Unsuccessful retrieval of AWS security credentials at %s.' % ecs_uri
ecs_url_error_msg = 'Unable to reach %s to retrieve AWS security credentials. See %s for more info.' \
% (ecs_uri, SECURITY_CREDS_ECS_URI_HELP_URL)
ecs_security_dict = url_request_helper(ecs_uri, ecs_unsuccessful_resp, ecs_url_error_msg)
if ecs_security_dict and all(k in ecs_security_dict for k in CREDENTIALS_KEYS):
return ecs_security_dict, 'ecs:' + aws_creds_uri
# Fail if credentials cannot be fetched from the given aws_creds_uri
if is_fatal:
fatal_error(ecs_unsuccessful_resp, ecs_unsuccessful_resp)
else:
return None, None
def get_aws_security_credentials_from_webidentity(role_arn, token_file, is_fatal=False):
try:
with open(token_file, 'r') as f:
token = f.read()
except Exception as e:
if is_fatal:
unsuccessful_resp = 'Error reading token file %s: %s' % (token_file, e)
fatal_error(unsuccessful_resp, unsuccessful_resp)
else:
return None, None
webidentity_url = STS_ENDPOINT_URL + '?' + urlencode({
'Version': '2011-06-15',
'Action': 'AssumeRoleWithWebIdentity',
'RoleArn': role_arn,
'RoleSessionName': 'efs-mount-helper',
'WebIdentityToken': token
})
unsuccessful_resp = 'Unsuccessful retrieval of AWS security credentials at %s.' % STS_ENDPOINT_URL
url_error_msg = 'Unable to reach %s to retrieve AWS security credentials. See %s for more info.' % \
(STS_ENDPOINT_URL, SECURITY_CREDS_WEBIDENTITY_HELP_URL)
resp = url_request_helper(webidentity_url, unsuccessful_resp, url_error_msg, headers={'Accept': 'application/json'})
if resp:
creds = resp \
.get('AssumeRoleWithWebIdentityResponse', {}) \
.get('AssumeRoleWithWebIdentityResult', {}) \
.get('Credentials', {})
if all(k in creds for k in ['AccessKeyId', 'SecretAccessKey', 'SessionToken']):
return {
'AccessKeyId': creds['AccessKeyId'],
'SecretAccessKey': creds['SecretAccessKey'],
'Token': creds['SessionToken']
}, 'webidentity:' + ','.join([role_arn, token_file])
# Fail if credentials cannot be fetched from the given aws_creds_uri
if is_fatal:
fatal_error(unsuccessful_resp, unsuccessful_resp)
else:
return None, None
def get_aws_security_credentials_from_instance_metadata(iam_role_name):
security_creds_lookup_url = INSTANCE_IAM_URL + iam_role_name
unsuccessful_resp = 'Unsuccessful retrieval of AWS security credentials at %s.' % security_creds_lookup_url
url_error_msg = 'Unable to reach %s to retrieve AWS security credentials. See %s for more info.' % \
(security_creds_lookup_url, SECURITY_CREDS_IAM_ROLE_HELP_URL)
iam_security_dict = url_request_helper(security_creds_lookup_url, unsuccessful_resp,
url_error_msg, retry_with_new_header_token=True)
if iam_security_dict and all(k in iam_security_dict for k in CREDENTIALS_KEYS):
return iam_security_dict, 'metadata:'
else:
return None, None
def get_iam_role_name():
iam_role_unsuccessful_resp = 'Unsuccessful retrieval of IAM role name at %s.' % INSTANCE_IAM_URL
iam_role_url_error_msg = 'Unable to reach %s to retrieve IAM role name. See %s for more info.' % \
(INSTANCE_IAM_URL, SECURITY_CREDS_IAM_ROLE_HELP_URL)
iam_role_name = url_request_helper(INSTANCE_IAM_URL, iam_role_unsuccessful_resp,
iam_role_url_error_msg, retry_with_new_header_token=True)
return iam_role_name
def credentials_file_helper(file_path, awsprofile):
aws_credentials_configs = read_config(file_path)
credentials = {'AccessKeyId': None, 'SecretAccessKey': None, 'Token': None}
try:
access_key = aws_credentials_configs.get(awsprofile, 'aws_access_key_id')
secret_key = aws_credentials_configs.get(awsprofile, 'aws_secret_access_key')
session_token = aws_credentials_configs.get(awsprofile, 'aws_session_token')
credentials['AccessKeyId'] = access_key
credentials['SecretAccessKey'] = secret_key
credentials['Token'] = session_token
except NoOptionError as e:
if 'aws_access_key_id' in str(e) or 'aws_secret_access_key' in str(e):
logging.debug('aws_access_key_id or aws_secret_access_key not found in %s under named profile [%s]', file_path,
awsprofile)
if 'aws_session_token' in str(e):
logging.debug('aws_session_token not found in %s', file_path)
credentials['AccessKeyId'] = aws_credentials_configs.get(awsprofile, 'aws_access_key_id')
credentials['SecretAccessKey'] = aws_credentials_configs.get(awsprofile, 'aws_secret_access_key')
except NoSectionError:
logging.debug('No [%s] section found in config file %s', awsprofile, file_path)
return credentials
def get_aws_profile(options, use_iam):
awsprofile = options.get('awsprofile')
if not awsprofile and use_iam:
for file_path in [AWS_CREDENTIALS_FILE, AWS_CONFIG_FILE]:
aws_credentials_configs = read_config(file_path)
# check if aws access key id is found under [default] section in current file and return 'default' if so
try:
access_key = aws_credentials_configs.get('default', 'aws_access_key_id')
if access_key is not None:
return 'default'
except (NoSectionError, NoOptionError):
continue
return awsprofile
def url_request_helper(url, unsuccessful_resp, url_error_msg, headers={}, retry_with_new_header_token=False):
try:
req = Request(url)
for k, v in headers.items():
req.add_header(k, v)
request_resp = urlopen(req, timeout=1)
return get_resp_obj(request_resp, url, unsuccessful_resp)
except HTTPError as e:
# For instance enable with IMDSv2, Unauthorized 401 error will be thrown,
# to retrieve metadata, the header should embeded with metadata token
if e.code == 401 and retry_with_new_header_token:
token = get_aws_ec2_metadata_token()
req.add_header('X-aws-ec2-metadata-token', token)
request_resp = urlopen(req, timeout=1)
return get_resp_obj(request_resp, url, unsuccessful_resp)
err_msg = 'Unable to reach the url at %s: status=%d, reason is %s' % (url, e.code, e.reason)
except URLError as e:
err_msg = 'Unable to reach the url at %s, reason is %s' % (url, e.reason)
if err_msg:
logging.debug('%s %s', url_error_msg, err_msg)
return None
def get_resp_obj(request_resp, url, unsuccessful_resp):
if request_resp.getcode() != 200:
logging.debug(unsuccessful_resp + ' %s: ResponseCode=%d', url, request_resp.getcode())
return None
resp_body = request_resp.read()
resp_body_type = type(resp_body)
try:
if resp_body_type is str:
resp_dict = json.loads(resp_body)
else:
resp_dict = json.loads(resp_body.decode(request_resp.headers.get_content_charset() or 'us-ascii'))
return resp_dict
except ValueError as e:
logging.info('ValueError parsing "%s" into json: %s. Returning response body.' % (str(resp_body), e))
return resp_body if resp_body_type is str else resp_body.decode('utf-8')
def parse_options(options):
opts = {}
for o in options.split(','):
if '=' in o:
k, v = o.split('=')
opts[k] = v
else:
opts[o] = None
return opts
def get_tls_port_range(config):
lower_bound = config.getint(CONFIG_SECTION, 'port_range_lower_bound')
upper_bound = config.getint(CONFIG_SECTION, 'port_range_upper_bound')
if lower_bound >= upper_bound:
fatal_error('Configuration option "port_range_upper_bound" defined as %d '
'must be strictly greater than "port_range_lower_bound" defined as %d.'
% (upper_bound, lower_bound))
return lower_bound, upper_bound
def choose_tls_port(config, options):
if 'tlsport' in options:
ports_to_try = [int(options['tlsport'])]
else:
lower_bound, upper_bound = get_tls_port_range(config)
tls_ports = list(range(lower_bound, upper_bound))
# Choose a random midpoint, and then try ports in-order from there
mid = random.randrange(len(tls_ports))
ports_to_try = tls_ports[mid:] + tls_ports[:mid]
assert len(tls_ports) == len(ports_to_try)
sock = socket.socket()
for tls_port in ports_to_try:
try:
sock.bind(('localhost', tls_port))
sock.close()
return tls_port
except socket.error:
continue
sock.close()
if 'tlsport' in options:
fatal_error('Specified port [%s] is unavailable. Try selecting a different port.' % options['tlsport'])
else:
fatal_error('Failed to locate an available port in the range [%d, %d], try specifying a different port range in %s'
% (lower_bound, upper_bound, CONFIG_FILE))
def is_ocsp_enabled(config, options):
if 'ocsp' in options:
return True
elif 'noocsp' in options:
return False
else:
return config.getboolean(CONFIG_SECTION, 'stunnel_check_cert_validity')
def get_mount_specific_filename(fs_id, mountpoint, tls_port):
return '%s.%s.%d' % (fs_id, os.path.abspath(mountpoint).replace(os.sep, '.').lstrip('.'), tls_port)
def serialize_stunnel_config(config, header=None):
lines = []
if header:
lines.append('[%s]' % header)
for k, v in config.items():
if type(v) is list:
for item in v:
lines.append('%s = %s' % (k, item))
else:
lines.append('%s = %s' % (k, v))
return lines
def add_stunnel_ca_options(efs_config, config, options):
if 'cafile' in options:
stunnel_cafile = options['cafile']
else:
try:
stunnel_cafile = config.get(CONFIG_SECTION, 'stunnel_cafile')
except NoOptionError:
logging.debug('No CA file configured, using default CA file %s', DEFAULT_STUNNEL_CAFILE)
stunnel_cafile = DEFAULT_STUNNEL_CAFILE
if not os.path.exists(stunnel_cafile):
fatal_error('Failed to find certificate authority file for verification',
'Failed to find CAfile "%s"' % stunnel_cafile)
efs_config['CAfile'] = stunnel_cafile
def is_stunnel_option_supported(stunnel_output, stunnel_option_name):
supported = False
for line in stunnel_output:
if line.startswith(stunnel_option_name):
supported = True
break
if not supported:
logging.warning('stunnel does not support "%s"', stunnel_option_name)
return supported
def get_version_specific_stunnel_options():
stunnel_command = [_stunnel_bin(), '-help']
proc = subprocess.Popen(stunnel_command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
proc.wait()
_, err = proc.communicate()
stunnel_output = err.splitlines()
check_host_supported = is_stunnel_option_supported(stunnel_output, b'checkHost')
ocsp_aia_supported = is_stunnel_option_supported(stunnel_output, b'OCSPaia')
return check_host_supported, ocsp_aia_supported
def _stunnel_bin():
return find_command_path('stunnel',
'Please install it following the instructions at '
'https://docs.aws.amazon.com/efs/latest/ug/using-amazon-efs-utils.html#upgrading-stunnel')
def find_command_path(command, install_method):
try:
env_path = '/sbin:/usr/sbin:/usr/local/sbin:/root/bin:/usr/local/bin:/usr/bin:/bin'
os.putenv('PATH', env_path)
path = subprocess.check_output(['which', command])
except subprocess.CalledProcessError as e:
fatal_error('Failed to locate %s in %s - %s' % (command, env_path, install_method), e)
return path.strip().decode()
def get_system_release_version():
try:
with open(SYSTEM_RELEASE_PATH) as f:
return f.read().strip()
except IOError:
logging.debug('Unable to read %s', SYSTEM_RELEASE_PATH)
try:
with open(OS_RELEASE_PATH) as f:
for line in f:
if 'PRETTY_NAME' in line:
return line.split('=')[1].strip()
except IOError:
logging.debug('Unable to read %s', OS_RELEASE_PATH)
return 'unknown'
def write_stunnel_config_file(config, state_file_dir, fs_id, mountpoint, tls_port, dns_name, verify_level, ocsp_enabled,
options, log_dir=LOG_DIR, cert_details=None):
"""
Serializes stunnel configuration to a file. Unfortunately this does not conform to Python's config file format, so we have to
hand-serialize it.
"""
mount_filename = get_mount_specific_filename(fs_id, mountpoint, tls_port)
global_config = dict(STUNNEL_GLOBAL_CONFIG)
if config.getboolean(CONFIG_SECTION, 'stunnel_debug_enabled'):
global_config['debug'] = 'debug'
if config.has_option(CONFIG_SECTION, 'stunnel_logs_file'):
global_config['output'] = config.get(CONFIG_SECTION, 'stunnel_logs_file').replace('{fs_id}', fs_id)
else:
global_config['output'] = os.path.join(log_dir, '%s.stunnel.log' % mount_filename)
efs_config = dict(STUNNEL_EFS_CONFIG)
efs_config['accept'] = efs_config['accept'] % tls_port
efs_config['connect'] = efs_config['connect'] % dns_name
efs_config['verify'] = verify_level
if verify_level > 0:
add_stunnel_ca_options(efs_config, config, options)
if cert_details:
efs_config['cert'] = cert_details['certificate']
efs_config['key'] = cert_details['privateKey']
check_host_supported, ocsp_aia_supported = get_version_specific_stunnel_options()
tls_controls_message = 'WARNING: Your client lacks sufficient controls to properly enforce TLS. Please upgrade stunnel, ' \
'or disable "%%s" in %s.\nSee %s for more detail.' % (CONFIG_FILE,
'https://docs.aws.amazon.com/console/efs/troubleshooting-tls')
if config.getboolean(CONFIG_SECTION, 'stunnel_check_cert_hostname'):
if check_host_supported:
efs_config['checkHost'] = dns_name
else:
fatal_error(tls_controls_message % 'stunnel_check_cert_hostname')
# Only use the config setting if the override is not set
if ocsp_enabled:
if ocsp_aia_supported:
efs_config['OCSPaia'] = 'yes'
else:
fatal_error(tls_controls_message % 'stunnel_check_cert_validity')
system_release_version = get_system_release_version()
if not any(release in system_release_version for release in SKIP_NO_LIBWRAP_RELEASES):
efs_config['libwrap'] = 'no'
stunnel_config = '\n'.join(serialize_stunnel_config(global_config) + serialize_stunnel_config(efs_config, 'efs'))
logging.debug('Writing stunnel configuration:\n%s', stunnel_config)
stunnel_config_file = os.path.join(state_file_dir, 'stunnel-config.%s' % mount_filename)
with open(stunnel_config_file, 'w') as f:
f.write(stunnel_config)
return stunnel_config_file
def write_tls_tunnel_state_file(fs_id, mountpoint, tls_port, tunnel_pid, command, files, state_file_dir, cert_details=None):
"""
Return the name of the temporary file containing TLS tunnel state, prefixed with a '~'. This file needs to be renamed to a
non-temporary version following a successful mount.
"""
state_file = '~' + get_mount_specific_filename(fs_id, mountpoint, tls_port)
state = {
'pid': tunnel_pid,
'cmd': command,
'files': files,
}
if cert_details:
state.update(cert_details)
with open(os.path.join(state_file_dir, state_file), 'w') as f:
json.dump(state, f)
return state_file
def test_tunnel_process(tunnel_proc, fs_id):
tunnel_proc.poll()
if tunnel_proc.returncode is not None:
out, err = tunnel_proc.communicate()
fatal_error('Failed to initialize TLS tunnel for %s' % fs_id,
'Failed to start TLS tunnel (errno=%d). stdout="%s" stderr="%s"'
% (tunnel_proc.returncode, out.strip(), err.strip()))
def poll_tunnel_process(tunnel_proc, fs_id, mount_completed):
"""
poll the tunnel process health every .5s during the mount attempt to fail fast if the tunnel dies - since this is not called
from the main thread, if the tunnel fails, exit uncleanly with os._exit
"""
while not mount_completed.is_set():
try:
test_tunnel_process(tunnel_proc, fs_id)
except SystemExit as e:
os._exit(e.code)
mount_completed.wait(.5)
def get_init_system(comm_file='/proc/1/comm'):
init_system = 'unknown'
try:
with open(comm_file) as f:
init_system = f.read().strip()
except IOError:
logging.warning('Unable to read %s', comm_file)
logging.debug('Identified init system: %s', init_system)
return init_system
def check_network_target(fs_id):
with open(os.devnull, 'w') as devnull:
rc = subprocess.call(['systemctl', 'status', 'network.target'], stdout=devnull, stderr=devnull, close_fds=True)
if rc != 0:
fatal_error('Failed to mount %s because the network was not yet available, add "_netdev" to your mount options' % fs_id,
exit_code=0)
def check_network_status(fs_id, init_system):
if init_system != 'systemd':
logging.debug('Not testing network on non-systemd init systems')
return
check_network_target(fs_id)
def start_watchdog(init_system):
if init_system == 'init':
proc = subprocess.Popen(
['/sbin/status', WATCHDOG_SERVICE], stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
status, _ = proc.communicate()
if 'stop' in status:
with open(os.devnull, 'w') as devnull:
subprocess.Popen(['/sbin/start', WATCHDOG_SERVICE], stdout=devnull, stderr=devnull, close_fds=True)
elif 'start' in status:
logging.debug('%s is already running', WATCHDOG_SERVICE)
elif init_system == 'systemd':
rc = subprocess.call(['systemctl', 'is-active', '--quiet', WATCHDOG_SERVICE], close_fds=True)
if rc != 0:
with open(os.devnull, 'w') as devnull:
subprocess.Popen(['systemctl', 'start', WATCHDOG_SERVICE], stdout=devnull, stderr=devnull, close_fds=True)
else:
logging.debug('%s is already running', WATCHDOG_SERVICE)
else:
error_message = 'Could not start %s, unrecognized init system "%s"' % (WATCHDOG_SERVICE, init_system)
sys.stderr.write('%s\n' % error_message)
logging.warning(error_message)
def create_required_directory(config, directory):
mode = 0o750
try:
mode_str = config.get(CONFIG_SECTION, 'state_file_dir_mode')
try:
mode = int(mode_str, 8)
except ValueError:
logging.warning('Bad state_file_dir_mode "%s" in config file "%s"', mode_str, CONFIG_FILE)
except NoOptionError:
pass
try:
os.makedirs(directory, mode)
except OSError as e:
if errno.EEXIST != e.errno or not os.path.isdir(directory):
raise
@contextmanager
def bootstrap_tls(config, init_system, dns_name, fs_id, mountpoint, options, state_file_dir=STATE_FILE_DIR):
tls_port = choose_tls_port(config, options)
# override the tlsport option so that we can later override the port the NFS client uses to connect to stunnel.
# if the user has specified tlsport=X at the command line this will just re-set tlsport to X.
options['tlsport'] = tls_port
use_iam = 'iam' in options
ap_id = options.get('accesspoint')
cert_details = {}
security_credentials = None
client_info = get_client_info(config)
if use_iam:
aws_creds_uri = options.get('awscredsuri')
if aws_creds_uri:
kwargs = {'aws_creds_uri': aws_creds_uri}
else:
kwargs = {'awsprofile': get_aws_profile(options, use_iam)}
security_credentials, credentials_source = get_aws_security_credentials(use_iam, **kwargs)
if credentials_source:
cert_details['awsCredentialsMethod'] = credentials_source
if ap_id:
cert_details['accessPoint'] = ap_id
# additional symbol appended to avoid naming collisions
cert_details['mountStateDir'] = get_mount_specific_filename(fs_id, mountpoint, tls_port) + '+'
# common name for certificate signing request is max 64 characters
cert_details['commonName'] = socket.gethostname()[0:64]
cert_details['region'] = get_target_region(config)
cert_details['certificateCreationTime'] = create_certificate(config, cert_details['mountStateDir'],
cert_details['commonName'], cert_details['region'], fs_id,
security_credentials, ap_id, client_info,
base_path=state_file_dir)
cert_details['certificate'] = os.path.join(state_file_dir, cert_details['mountStateDir'], 'certificate.pem')
cert_details['privateKey'] = get_private_key_path()
cert_details['fsId'] = fs_id
start_watchdog(init_system)
if not os.path.exists(state_file_dir):
create_required_directory(config, state_file_dir)
verify_level = int(options.get('verify', DEFAULT_STUNNEL_VERIFY_LEVEL))
ocsp_enabled = is_ocsp_enabled(config, options)
stunnel_config_file = write_stunnel_config_file(config, state_file_dir, fs_id, mountpoint, tls_port, dns_name, verify_level,
ocsp_enabled, options, cert_details=cert_details)
tunnel_args = [_stunnel_bin(), stunnel_config_file]
if 'netns' in options:
tunnel_args = ['nsenter', '--net=' + options['netns']] + tunnel_args
# launch the tunnel in a process group so if it has any child processes, they can be killed easily by the mount watchdog
logging.info('Starting TLS tunnel: "%s"', ' '.join(tunnel_args))
tunnel_proc = subprocess.Popen(
tunnel_args, stdout=subprocess.PIPE, stderr=subprocess.PIPE, preexec_fn=os.setsid, close_fds=True)
logging.info('Started TLS tunnel, pid: %d', tunnel_proc.pid)
temp_tls_state_file = write_tls_tunnel_state_file(fs_id, mountpoint, tls_port, tunnel_proc.pid, tunnel_args,
[stunnel_config_file], state_file_dir, cert_details=cert_details)
try:
yield tunnel_proc
finally:
os.rename(os.path.join(state_file_dir, temp_tls_state_file), os.path.join(state_file_dir, temp_tls_state_file[1:]))
def get_nfs_mount_options(options):
# If you change these options, update the man page as well at man/mount.efs.8
if 'nfsvers' not in options and 'vers' not in options:
options['nfsvers'] = '4.1'
if 'rsize' not in options:
options['rsize'] = '1048576'
if 'wsize' not in options:
options['wsize'] = '1048576'
if 'soft' not in options and 'hard' not in options:
options['hard'] = None
if 'timeo' not in options:
options['timeo'] = '600'
if 'retrans' not in options:
options['retrans'] = '2'
if 'noresvport' not in options:
options['noresvport'] = None
if 'tls' in options:
options['port'] = options['tlsport']
def to_nfs_option(k, v):
if v is None:
return k
return '%s=%s' % (str(k), str(v))
nfs_options = [to_nfs_option(k, v) for k, v in options.items() if k not in EFS_ONLY_OPTIONS]
return ','.join(nfs_options)
def mount_nfs(dns_name, path, mountpoint, options):
if 'tls' in options:
mount_path = '127.0.0.1:%s' % path
else:
mount_path = '%s:%s' % (dns_name, path)
command = ['/sbin/mount.nfs4', mount_path, mountpoint, '-o', get_nfs_mount_options(options)]
if 'netns' in options:
command = ['nsenter', '--net=' + options['netns']] + command
logging.info('Executing: "%s"', ' '.join(command))
proc = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
out, err = proc.communicate()
if proc.returncode == 0:
message = 'Successfully mounted %s at %s' % (dns_name, mountpoint)
logging.info(message)
publish_cloudwatch_log(CLOUDWATCHLOG_AGENT, message)
else:
message = 'Failed to mount %s at %s: returncode=%d, stderr="%s"' % (dns_name, mountpoint, proc.returncode, err.strip())
fatal_error(err.strip(), message, proc.returncode)
def usage(out, exit_code=1):
out.write('Usage: mount.efs [--version] [-h|--help] <fsname> <mountpoint> [-o <options>]\n')
sys.exit(exit_code)
def parse_arguments_early_exit(args=None):
"""Parse arguments, checking for early exit conditions only"""
if args is None:
args = sys.argv
if '-h' in args[1:] or '--help' in args[1:]:
usage(out=sys.stdout, exit_code=0)
if '--version' in args[1:]:
sys.stdout.write('%s Version: %s\n' % (args[0], VERSION))
sys.exit(0)
def parse_arguments(config, args=None):
"""Parse arguments, return (fsid, path, mountpoint, options)"""
if args is None:
args = sys.argv
fsname = None
mountpoint = None
options = {}
if len(args) > 1:
fsname = args[1]
if len(args) > 2:
mountpoint = args[2]
if len(args) > 4 and '-o' in args[:-1]:
options_index = args.index('-o') + 1
options = parse_options(args[options_index])
if not fsname or not mountpoint:
usage(out=sys.stderr)
fs_id, path = match_device(config, fsname)
return fs_id, path, mountpoint, options
def get_client_info(config):
client_info = {}
# source key/value pair in config file
if config.has_option(CLIENT_INFO_SECTION, 'source'):
client_source = config.get(CLIENT_INFO_SECTION, 'source')
if 0 < len(client_source) <= CLIENT_SOURCE_STR_LEN_LIMIT:
client_info['source'] = client_source
return client_info
def create_certificate(config, mount_name, common_name, region, fs_id, security_credentials, ap_id, client_info,
base_path=STATE_FILE_DIR):
current_time = get_utc_now()
tls_paths = tls_paths_dictionary(mount_name, base_path)
certificate_config = os.path.join(tls_paths['mount_dir'], 'config.conf')
certificate_signing_request = os.path.join(tls_paths['mount_dir'], 'request.csr')
certificate = os.path.join(tls_paths['mount_dir'], 'certificate.pem')
ca_dirs_check(config, tls_paths['database_dir'], tls_paths['certs_dir'])
ca_supporting_files_check(tls_paths['index'], tls_paths['index_attr'], tls_paths['serial'], tls_paths['rand'])
private_key = check_and_create_private_key(base_path)
if security_credentials:
public_key = os.path.join(tls_paths['mount_dir'], 'publicKey.pem')
create_public_key(private_key, public_key)
create_ca_conf(certificate_config, common_name, tls_paths['mount_dir'], private_key, current_time, region, fs_id,
security_credentials, ap_id, client_info)
create_certificate_signing_request(certificate_config, private_key, certificate_signing_request)
not_before = get_certificate_timestamp(current_time, minutes=-NOT_BEFORE_MINS)
not_after = get_certificate_timestamp(current_time, hours=NOT_AFTER_HOURS)
cmd = 'openssl ca -startdate %s -enddate %s -selfsign -batch -notext -config %s -in %s -out %s' % \
(not_before, not_after, certificate_config, certificate_signing_request, certificate)
subprocess_call(cmd, 'Failed to create self-signed client-side certificate')
return current_time.strftime(CERT_DATETIME_FORMAT)
def get_private_key_path():
"""Wrapped for mocking purposes in unit tests"""
return PRIVATE_KEY_FILE
def check_and_create_private_key(base_path=STATE_FILE_DIR):
# Creating RSA private keys is slow, so we will create one private key and allow mounts to share it.
# This means, however, that we have to include a locking mechanism to ensure that the private key is
# atomically created, as mounts occurring in parallel may try to create the key simultaneously.
key = get_private_key_path()
@contextmanager
def open_lock_file():
lock_file = os.path.join(base_path, 'efs-utils-lock')
f = os.open(lock_file, os.O_CREAT | os.O_DSYNC | os.O_EXCL | os.O_RDWR)
try:
lock_file_contents = 'PID: %s' % os.getpid()
os.write(f, lock_file_contents.encode('utf-8'))
yield f
finally:
os.close(f)
os.remove(lock_file)
def do_with_lock(function):
while True:
try:
with open_lock_file():
return function()
except OSError as e:
if e.errno == errno.EEXIST:
logging.info('Failed to take out private key creation lock, sleeping 50 ms')
time.sleep(0.05)
else:
raise
def generate_key():
if os.path.isfile(key):
return
cmd = 'openssl genpkey -algorithm RSA -out %s -pkeyopt rsa_keygen_bits:3072' % key
subprocess_call(cmd, 'Failed to create private key')
read_only_mode = 0o400
os.chmod(key, read_only_mode)
do_with_lock(generate_key)
return key
def create_certificate_signing_request(config_path, private_key, csr_path):
cmd = 'openssl req -new -config %s -key %s -out %s' % (config_path, private_key, csr_path)
subprocess_call(cmd, 'Failed to create certificate signing request (csr)')
def create_ca_conf(config_path, common_name, directory, private_key, date,
region, fs_id, security_credentials, ap_id, client_info):
"""Populate ca/req configuration file with fresh configurations at every mount since SigV4 signature can change"""
public_key_path = os.path.join(directory, 'publicKey.pem')
ca_extension_body = ca_extension_builder(ap_id, security_credentials, fs_id, client_info)
efs_client_auth_body = efs_client_auth_builder(public_key_path, security_credentials['AccessKeyId'],
security_credentials['SecretAccessKey'], date, region, fs_id,
security_credentials['Token']) if security_credentials else ''
efs_client_info_body = efs_client_info_builder(client_info) if client_info else ''
full_config_body = CA_CONFIG_BODY % (directory, private_key, common_name, ca_extension_body,
efs_client_auth_body, efs_client_info_body)
with open(config_path, 'w') as f:
f.write(full_config_body)
return full_config_body
def ca_extension_builder(ap_id, security_credentials, fs_id, client_info):
ca_extension_str = '[ v3_ca ]\nsubjectKeyIdentifier = hash'
if ap_id:
ca_extension_str += '\n1.3.6.1.4.1.4843.7.1 = ASN1:UTF8String:' + ap_id
if security_credentials:
ca_extension_str += '\n1.3.6.1.4.1.4843.7.2 = ASN1:SEQUENCE:efs_client_auth'
ca_extension_str += '\n1.3.6.1.4.1.4843.7.3 = ASN1:UTF8String:' + fs_id
if client_info:
ca_extension_str += '\n1.3.6.1.4.1.4843.7.4 = ASN1:SEQUENCE:efs_client_info'
return ca_extension_str
def efs_client_auth_builder(public_key_path, access_key_id, secret_access_key, date, region, fs_id, session_token=None):
public_key_hash = get_public_key_sha1(public_key_path)
canonical_request = create_canonical_request(public_key_hash, date, access_key_id, region, fs_id, session_token)
string_to_sign = create_string_to_sign(canonical_request, date, region)
signature = calculate_signature(string_to_sign, date, secret_access_key, region)
efs_client_auth_str = '[ efs_client_auth ]'
efs_client_auth_str += '\naccessKeyId = UTF8String:' + access_key_id
efs_client_auth_str += '\nsignature = OCTETSTRING:' + signature
efs_client_auth_str += '\nsigv4DateTime = UTCTIME:' + date.strftime(CERT_DATETIME_FORMAT)
if session_token:
efs_client_auth_str += '\nsessionToken = EXPLICIT:0,UTF8String:' + session_token
return efs_client_auth_str
def efs_client_info_builder(client_info):
efs_client_info_str = '[ efs_client_info ]'
for key, value in client_info.items():
efs_client_info_str += '\n%s = UTF8String:%s' % (key, value)
return efs_client_info_str
def create_public_key(private_key, public_key):
cmd = 'openssl rsa -in %s -outform PEM -pubout -out %s' % (private_key, public_key)
subprocess_call(cmd, 'Failed to create public key')
def subprocess_call(cmd, error_message):
"""Helper method to run shell openssl command and to handle response error messages"""
retry_times = 3
for retry in range(retry_times):
process = subprocess.Popen(cmd.split(), stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
(output, err) = process.communicate()
rc = process.poll()
if rc != 0:
logging.error('Command %s failed, rc=%s, stdout="%s", stderr="%s"' % (cmd, rc, output, err), exc_info=True)
try:
process.kill()
except OSError:
# Silently fail if the subprocess has exited already
pass
else:
return output, err
error_message = '%s, error is: %s' % (error_message, err)
fatal_error(error_message, error_message)
def ca_dirs_check(config, database_dir, certs_dir):
"""Check if mount's database and certs directories exist and if not, create directories (also create all intermediate
directories if they don't exist)."""
if not os.path.exists(database_dir):
create_required_directory(config, database_dir)
if not os.path.exists(certs_dir):
create_required_directory(config, certs_dir)
def ca_supporting_files_check(index_path, index_attr_path, serial_path, rand_path):
"""Recreate all supporting openssl ca and req files if they're not present in their respective directories"""
if not os.path.isfile(index_path):
open(index_path, 'w').close()
if not os.path.isfile(index_attr_path):
with open(index_attr_path, 'w+') as f:
f.write('unique_subject = no')
if not os.path.isfile(serial_path):
with open(serial_path, 'w+') as f:
f.write('00')
if not os.path.isfile(rand_path):
open(rand_path, 'w').close()
def get_certificate_timestamp(current_time, **kwargs):
updated_time = current_time + timedelta(**kwargs)
return updated_time.strftime(CERT_DATETIME_FORMAT)
def get_utc_now():
"""
Wrapped for patching purposes in unit tests
"""
return datetime.utcnow()
def assert_root():
if os.geteuid() != 0:
sys.stderr.write('only root can run mount.efs\n')
sys.exit(1)
def read_config(config_file=CONFIG_FILE):
try:
p = ConfigParser.SafeConfigParser()
except AttributeError:
p = ConfigParser()
p.read(config_file)
return p
def bootstrap_logging(config, log_dir=LOG_DIR):
raw_level = config.get(CONFIG_SECTION, 'logging_level')
levels = {
'debug': logging.DEBUG,
'info': logging.INFO,
'warning': logging.WARNING,
'error': logging.ERROR,
'critical': logging.CRITICAL
}
level = levels.get(raw_level.lower())
level_error = False
if not level:
# delay logging error about malformed log level until after logging is configured
level_error = True
level = logging.INFO
max_bytes = config.getint(CONFIG_SECTION, 'logging_max_bytes')
file_count = config.getint(CONFIG_SECTION, 'logging_file_count')
handler = RotatingFileHandler(os.path.join(log_dir, LOG_FILE), maxBytes=max_bytes, backupCount=file_count)
handler.setFormatter(logging.Formatter(fmt='%(asctime)s - %(levelname)s - %(message)s'))
logger = logging.getLogger()
logger.setLevel(level)
logger.addHandler(handler)
if level_error:
logging.error('Malformed logging level "%s", setting logging level to %s', raw_level, level)
def get_dns_name(config, fs_id):
def _validate_replacement_field_count(format_str, expected_ct):
if format_str.count('{') != expected_ct or format_str.count('}') != expected_ct:
raise ValueError('DNS name format has an incorrect number of replacement fields')
dns_name_format = config.get(CONFIG_SECTION, 'dns_name_format')
if '{fs_id}' not in dns_name_format:
raise ValueError('DNS name format must include {fs_id}')
format_args = {'fs_id': fs_id}
expected_replacement_field_ct = 1
if '{region}' in dns_name_format:
expected_replacement_field_ct += 1
format_args['region'] = get_target_region(config)
if '{dns_name_suffix}' in dns_name_format:
expected_replacement_field_ct += 1
config_section = CONFIG_SECTION
region = format_args.get('region')
if region:
region_specific_config_section = '%s.%s' % (CONFIG_SECTION, region)
if config.has_section(region_specific_config_section):
config_section = region_specific_config_section
format_args['dns_name_suffix'] = config.get(config_section, 'dns_name_suffix')
logging.debug("Using dns_name_suffix %s in config section [%s]", format_args.get('dns_name_suffix'), config_section)
_validate_replacement_field_count(dns_name_format, expected_replacement_field_ct)
dns_name = dns_name_format.format(**format_args)
try:
socket.gethostbyname(dns_name)
except socket.gaierror:
fatal_error('Failed to resolve "%s" - check that your file system ID is correct.\nSee %s for more detail.'
% (dns_name, 'https://docs.aws.amazon.com/console/efs/mount-dns-name'),
'Failed to resolve "%s"' % dns_name)
return dns_name
def tls_paths_dictionary(mount_name, base_path=STATE_FILE_DIR):
tls_dict = {
'mount_dir': os.path.join(base_path, mount_name),
# every mount will have its own ca mode assets due to lack of multi-threading support in openssl
'database_dir': os.path.join(base_path, mount_name, 'database'),
'certs_dir': os.path.join(base_path, mount_name, 'certs'),
'index': os.path.join(base_path, mount_name, 'database/index.txt'),
'index_attr': os.path.join(base_path, mount_name, 'database/index.txt.attr'),
'serial': os.path.join(base_path, mount_name, 'database/serial'),
'rand': os.path.join(base_path, mount_name, 'database/.rand')
}
return tls_dict
def get_public_key_sha1(public_key):
# truncating public key to remove the header and footer '-----(BEGIN|END) PUBLIC KEY-----'
with open(public_key, 'r') as f:
lines = f.readlines()
lines = lines[1:-1]
key = ''.join(lines)
key = bytearray(base64.b64decode(key))
# Parse the public key to pull out the actual key material by looking for the key BIT STRING
# Example:
# 0:d=0 hl=4 l= 418 cons: SEQUENCE
# 4:d=1 hl=2 l= 13 cons: SEQUENCE
# 6:d=2 hl=2 l= 9 prim: OBJECT :rsaEncryption
# 17:d=2 hl=2 l= 0 prim: NULL
# 19:d=1 hl=4 l= 399 prim: BIT STRING
cmd = 'openssl asn1parse -inform PEM -in %s' % public_key
output, err = subprocess_call(cmd, 'Unable to ASN1 parse public key file, %s, correctly' % public_key)
key_line = ''
for line in output.splitlines():
if 'BIT STRING' in line.decode('utf-8'):
key_line = line.decode('utf-8')
if not key_line:
err_msg = 'Public key file, %s, is incorrectly formatted' % public_key
fatal_error(err_msg, err_msg)
key_line = key_line.replace(' ', '')
# DER encoding TLV (Tag, Length, Value)
# - the first octet (byte) is the tag (type)
# - the next octets are the length - "definite form"
# - the first octet always has the high order bit (8) set to 1
# - the remaining 127 bits are used to encode the number of octets that follow
# - the following octets encode, as big-endian, the length (which may be 0) as a number of octets
# - the remaining octets are the "value" aka content
#
# For a BIT STRING, the first octet of the value is used to signify the number of unused bits that exist in the last
# content byte. Note that this is explicitly excluded from the SubjectKeyIdentifier hash, per
# https://tools.ietf.org/html/rfc5280#section-4.2.1.2
#
# Example:
# 0382018f00...<subjectPublicKey>
# - 03 - BIT STRING tag
# - 82 - 2 length octets to follow (ignore high order bit)
# - 018f - length of 399
# - 00 - no unused bits in the last content byte
offset = int(key_line.split(':')[0])
key = key[offset:]
num_length_octets = key[1] & 0b01111111
# Exclude the tag (1), length (1 + num_length_octets), and number of unused bits (1)
offset = 1 + 1 + num_length_octets + 1
key = key[offset:]
sha1 = hashlib.sha1()
sha1.update(key)
return sha1.hexdigest()
def create_canonical_request(public_key_hash, date, access_key, region, fs_id, session_token=None):
"""
Create a Canonical Request - https://docs.aws.amazon.com/general/latest/gr/sigv4-create-canonical-request.html
"""
formatted_datetime = date.strftime(SIGV4_DATETIME_FORMAT)
credential = quote_plus(access_key + '/' + get_credential_scope(date, region))
request = HTTP_REQUEST_METHOD + '\n'
request += CANONICAL_URI + '\n'
request += create_canonical_query_string(public_key_hash, credential, formatted_datetime, session_token) + '\n'
request += CANONICAL_HEADERS % fs_id + '\n'
request += SIGNED_HEADERS + '\n'
sha256 = hashlib.sha256()
sha256.update(REQUEST_PAYLOAD.encode())
request += sha256.hexdigest()
return request
def create_canonical_query_string(public_key_hash, credential, formatted_datetime, session_token=None):
canonical_query_params = {
'Action': 'Connect',
# Public key hash is included in canonical request to tie the signature to a specific key pair to avoid replay attacks
'PublicKeyHash': quote_plus(public_key_hash),
'X-Amz-Algorithm': ALGORITHM,
'X-Amz-Credential': credential,
'X-Amz-Date': quote_plus(formatted_datetime),
'X-Amz-Expires': 86400,
'X-Amz-SignedHeaders': SIGNED_HEADERS,
}
if session_token:
canonical_query_params['X-Amz-Security-Token'] = quote_plus(session_token)
# Cannot use urllib.urlencode because it replaces the %s's
return '&'.join(['%s=%s' % (k, v) for k, v in sorted(canonical_query_params.items())])
def create_string_to_sign(canonical_request, date, region):
"""
Create a String to Sign - https://docs.aws.amazon.com/general/latest/gr/sigv4-create-string-to-sign.html
"""
string_to_sign = ALGORITHM + '\n'
string_to_sign += date.strftime(SIGV4_DATETIME_FORMAT) + '\n'
string_to_sign += get_credential_scope(date, region) + '\n'
sha256 = hashlib.sha256()
sha256.update(canonical_request.encode())
string_to_sign += sha256.hexdigest()
return string_to_sign
def calculate_signature(string_to_sign, date, secret_access_key, region):
"""
Calculate the Signature - https://docs.aws.amazon.com/general/latest/gr/sigv4-calculate-signature.html
"""
def _sign(key, msg):
return hmac.new(key, msg.encode('utf-8'), hashlib.sha256)
key_date = _sign(('AWS4' + secret_access_key).encode('utf-8'), date.strftime(DATE_ONLY_FORMAT)).digest()
add_region = _sign(key_date, region).digest()
add_service = _sign(add_region, SERVICE).digest()
signing_key = _sign(add_service, 'aws4_request').digest()
return _sign(signing_key, string_to_sign).hexdigest()
def get_credential_scope(date, region):
return '/'.join([date.strftime(DATE_ONLY_FORMAT), region, SERVICE, AWS4_REQUEST])
def match_device(config, device):
"""Return the EFS id and the remote path to mount"""
try:
remote, path = device.split(':', 1)
except ValueError:
remote = device
path = '/'
if FS_ID_RE.match(remote):
return remote, path
try:
primary, secondaries, _ = socket.gethostbyname_ex(remote)
hostnames = list(filter(lambda e: e is not None, [primary] + secondaries))
except socket.gaierror:
create_default_cloudwatchlog_agent_if_not_exist(config)
fatal_error(
'Failed to resolve "%s" - check that the specified DNS name is a CNAME record resolving to a valid EFS DNS '
'name' % remote,
'Failed to resolve "%s"' % remote
)
if not hostnames:
create_default_cloudwatchlog_agent_if_not_exist(config)
fatal_error(
'The specified domain name "%s" did not resolve to an EFS mount target' % remote
)
for hostname in hostnames:
efs_fqdn_match = EFS_FQDN_RE.match(hostname)
if efs_fqdn_match:
fs_id = efs_fqdn_match.group('fs_id')
expected_dns_name = get_dns_name(config, fs_id)
# check that the DNS name of the mount target matches exactly the DNS name the CNAME resolves to
if hostname == expected_dns_name:
return fs_id, path
else:
create_default_cloudwatchlog_agent_if_not_exist(config)
fatal_error('The specified CNAME "%s" did not resolve to a valid DNS name for an EFS mount target. '
'Please refer to the EFS documentation for mounting with DNS names for examples: %s'
% (remote, 'https://docs.aws.amazon.com/efs/latest/ug/mounting-fs-mount-cmd-dns-name.html'))
def is_nfs_mount(mountpoint):
cmd = ['stat', '-f', '-L', '-c', '%T', mountpoint]
p = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, close_fds=True)
output, _ = p.communicate()
return output and 'nfs' in str(output)
def mount_tls(config, init_system, dns_name, path, fs_id, mountpoint, options):
if os.path.ismount(mountpoint) and is_nfs_mount(mountpoint):
sys.stdout.write("%s is already mounted, please run 'mount' command to verify\n" % mountpoint)
logging.warning("%s is already mounted, mount aborted" % mountpoint)
return
with bootstrap_tls(config, init_system, dns_name, fs_id, mountpoint, options) as tunnel_proc:
mount_completed = threading.Event()
t = threading.Thread(target=poll_tunnel_process, args=(tunnel_proc, fs_id, mount_completed))
t.daemon = True
t.start()
mount_nfs(dns_name, path, mountpoint, options)
mount_completed.set()
t.join()
def check_unsupported_options(options):
for unsupported_option in UNSUPPORTED_OPTIONS:
if unsupported_option in options:
warn_message = 'The "%s" option is not supported and has been ignored, as amazon-efs-utils relies on a built-in ' \
'trust store.' % unsupported_option
sys.stderr.write('WARN: %s\n' % warn_message)
logging.warning(warn_message)
del options[unsupported_option]
def check_options_validity(options):
if 'tls' in options:
if 'port' in options:
fatal_error('The "port" and "tls" options are mutually exclusive')
if 'tlsport' in options:
try:
int(options['tlsport'])
except ValueError:
fatal_error('tlsport option [%s] is not an integer' % options['tlsport'])
if 'ocsp' in options and 'noocsp' in options:
fatal_error('The "ocsp" and "noocsp" options are mutually exclusive')
if 'accesspoint' in options:
if 'tls' not in options:
fatal_error('The "tls" option is required when mounting via "accesspoint"')
if not AP_ID_RE.match(options['accesspoint']):
fatal_error('Access Point ID %s is malformed' % options['accesspoint'])
if 'iam' in options and 'tls' not in options:
fatal_error('The "tls" option is required when mounting via "iam"')
if 'awsprofile' in options and 'iam' not in options:
fatal_error('The "iam" option is required when mounting with named profile option, "awsprofile"')
if 'awscredsuri' in options and 'iam' not in options:
fatal_error('The "iam" option is required when mounting with "awscredsuri"')
if 'awscredsuri' in options and 'awsprofile' in options:
fatal_error('The "awscredsuri" and "awsprofile" options are mutually exclusive')
def bootstrap_cloudwatch_logging(config, fs_id=None):
if not check_if_cloudwatch_log_enabled(config):
return None
cloudwatchlog_client = get_botocore_client(config, 'logs')
if not cloudwatchlog_client:
return None
cloudwatchlog_config = get_cloudwatchlog_config(config, fs_id)
log_group_name = cloudwatchlog_config.get('log_group_name')
log_stream_name = cloudwatchlog_config.get('log_stream_name')
retention_days = cloudwatchlog_config.get('retention_days')
group_creation_completed = create_cloudwatch_log_group(cloudwatchlog_client, log_group_name)
if not group_creation_completed:
return None
put_retention_policy_completed = put_cloudwatch_log_retention_policy(cloudwatchlog_client, log_group_name, retention_days)
if not put_retention_policy_completed:
return None
stream_creation_completed = create_cloudwatch_log_stream(cloudwatchlog_client, log_group_name, log_stream_name)
if not stream_creation_completed:
return None
return {
'client': cloudwatchlog_client,
'log_group_name': log_group_name,
'log_stream_name': log_stream_name
}
def create_default_cloudwatchlog_agent_if_not_exist(config):
if not check_if_cloudwatch_log_enabled(config):
return None
global CLOUDWATCHLOG_AGENT
if not CLOUDWATCHLOG_AGENT:
CLOUDWATCHLOG_AGENT = bootstrap_cloudwatch_logging(config)
def get_botocore_client(config, service):
if not BOTOCORE_PRESENT:
logging.error('Failed to import botocore, please install botocore first.')
return None
session = botocore.session.get_session()
region = get_target_region(config)
iam_role_name = get_iam_role_name()
if iam_role_name:
credentials, _ = get_aws_security_credentials_from_instance_metadata(iam_role_name)
if credentials:
return session.create_client(service, aws_access_key_id=credentials['AccessKeyId'],
aws_secret_access_key=credentials['SecretAccessKey'],
aws_session_token=credentials['Token'], region_name=region)
return session.create_client(service, region_name=region)
def get_cloudwatchlog_config(config, fs_id=None):
log_group_name = DEFAULT_CLOUDWATCH_LOG_GROUP
if config.has_option(CLOUDWATCH_LOG_SECTION, 'log_group_name'):
log_group_name = config.get(CLOUDWATCH_LOG_SECTION, 'log_group_name')
retention_days = DEFAULT_RETENTION_DAYS
if config.has_option(CLOUDWATCH_LOG_SECTION, 'retention_in_days'):
retention_days = config.get(CLOUDWATCH_LOG_SECTION, 'retention_in_days')
log_stream_name = get_cloudwatch_log_stream_name(fs_id)
return {
'log_group_name': log_group_name,
'retention_days': int(retention_days),
'log_stream_name': log_stream_name
}
def get_cloudwatch_log_stream_name(fs_id=None):
instance_id = get_instance_identity_info_from_instance_metadata('instanceId')
if instance_id and fs_id:
log_stream_name = '%s - %s - mount.log' % (fs_id, instance_id)
elif instance_id:
log_stream_name = '%s - mount.log' % (instance_id)
elif fs_id:
log_stream_name = '%s - mount.log' % (fs_id)
else:
log_stream_name = 'default - mount.log'
return log_stream_name
def check_if_cloudwatch_log_enabled(config):
if config.has_option(CLOUDWATCH_LOG_SECTION, 'enabled'):
return config.getboolean(CLOUDWATCH_LOG_SECTION, 'enabled')
return False
def cloudwatch_create_log_group_helper(cloudwatchlog_client, log_group_name):
cloudwatchlog_client.create_log_group(
logGroupName=log_group_name
)
logging.info('Created cloudwatch log group %s' % log_group_name)
def create_cloudwatch_log_group(cloudwatchlog_client, log_group_name):
try:
cloudwatch_create_log_group_helper(cloudwatchlog_client, log_group_name)
except ClientError as e:
exception = e.response['Error']['Code']
if exception == 'ResourceAlreadyExistsException':
logging.debug('Log group %s already exist, %s' % (log_group_name, e.response))
return True
elif exception == 'LimitExceededException':
logging.error('Reached the maximum number of log groups that can be created, %s' % e.response)
return False
elif exception == 'OperationAbortedException':
logging.debug('Multiple requests to update the same log group %s were in conflict, %s' % (log_group_name, e.response))
return False
elif exception == 'InvalidParameterException':
logging.error('Log group name %s is specified incorrectly, %s' % (log_group_name, e.response))
return False
else:
handle_general_botocore_exceptions(e)
return False
except NoCredentialsError as e:
logging.warning('Credentials are not properly configured, %s' % e)
return False
except EndpointConnectionError as e:
logging.warning('Could not connect to the endpoint, %s' % e)
return False
except Exception as e:
logging.warning('Unknown error, %s.' % e)
return False
return True
def cloudwatch_put_retention_policy_helper(cloudwatchlog_client, log_group_name, retention_days):
cloudwatchlog_client.put_retention_policy(
logGroupName=log_group_name,
retentionInDays=retention_days
)
logging.debug('Set cloudwatch log group retention days to %s' % retention_days)
def put_cloudwatch_log_retention_policy(cloudwatchlog_client, log_group_name, retention_days):
try:
cloudwatch_put_retention_policy_helper(cloudwatchlog_client, log_group_name, retention_days)
except ClientError as e:
exception = e.response['Error']['Code']
if exception == 'ResourceNotFoundException':
logging.error('Log group %s does not exist, %s' % (log_group_name, e.response))
return False
elif exception == 'OperationAbortedException':
logging.debug('Multiple requests to update the same log group %s were in conflict, %s' % (log_group_name, e.response))
return False
elif exception == 'InvalidParameterException':
logging.error('Either parameter log group name %s or retention in days %s is specified incorrectly, %s'
% (log_group_name, retention_days, e.response))
return False
else:
handle_general_botocore_exceptions(e)
return False
except NoCredentialsError as e:
logging.warning('Credentials are not properly configured, %s' % e)
return False
except EndpointConnectionError as e:
logging.warning('Could not connect to the endpoint, %s' % e)
return False
except Exception as e:
logging.warning('Unknown error, %s.' % e)
return False
return True
def cloudwatch_create_log_stream_helper(cloudwatchlog_client, log_group_name, log_stream_name):
cloudwatchlog_client.create_log_stream(
logGroupName=log_group_name,
logStreamName=log_stream_name
)
logging.info('Created cloudwatch log stream %s in log group %s' % (log_stream_name, log_group_name))
def create_cloudwatch_log_stream(cloudwatchlog_client, log_group_name, log_stream_name):
try:
cloudwatch_create_log_stream_helper(cloudwatchlog_client, log_group_name, log_stream_name)
except ClientError as e:
exception = e.response['Error']['Code']
if exception == 'ResourceAlreadyExistsException':
logging.debug('Log stream %s already exist in log group %s, %s' % (log_stream_name, log_group_name, e.response))
return True
elif exception == 'InvalidParameterException':
logging.error('Either parameter log group name %s or log stream name %s is specified incorrectly, %s'
% (log_group_name, log_stream_name, e.response))
return False
elif exception == 'ResourceNotFoundException':
logging.error('Log group %s does not exist, %s' % (log_group_name, e.response))
return False
else:
handle_general_botocore_exceptions(e)
return False
except NoCredentialsError as e:
logging.warning('Credentials are not properly configured, %s' % e)
return False
except EndpointConnectionError as e:
logging.warning('Could not connect to the endpoint, %s' % e)
return False
except Exception as e:
logging.warning('Unknown error, %s.' % e)
return False
return True
def cloudwatch_put_log_events_helper(cloudwatchlog_agent, message, token=None):
kwargs = {
'logGroupName': cloudwatchlog_agent.get('log_group_name'),
'logStreamName': cloudwatchlog_agent.get('log_stream_name'),
'logEvents': [
{
'timestamp': int(round(time.time() * 1000)),
'message': message
}
]
}
if token:
kwargs['sequenceToken'] = token
cloudwatchlog_agent.get('client').put_log_events(**kwargs)
def publish_cloudwatch_log(cloudwatchlog_agent, message):
if not cloudwatchlog_agent or not cloudwatchlog_agent.get('client'):
return False
token = get_log_stream_next_token(cloudwatchlog_agent)
try:
cloudwatch_put_log_events_helper(cloudwatchlog_agent, message, token)
except ClientError as e:
exception = e.response['Error']['Code']
if exception == 'InvalidSequenceTokenException':
logging.debug('The sequence token is not valid, %s' % e.response)
return False
elif exception == 'InvalidParameterException':
logging.debug('One of the parameter to put log events is not valid, %s' % e.response)
return False
elif exception == 'DataAlreadyAcceptedException':
logging.debug('The event %s was already logged, %s' % (message, e.response))
return False
elif exception == 'UnrecognizedClientException':
logging.debug('The most likely cause is an invalid AWS access key ID or secret Key, %s' % e.response)
return False
elif exception == 'ResourceNotFoundException':
logging.error('Either log group %s or log stream %s does not exist, %s'
% (cloudwatchlog_agent.get('log_group_name'), cloudwatchlog_agent.get('log_stream_name'), e.response))
return False
else:
logging.debug('Unexpected error: %s' % e)
return False
except NoCredentialsError as e:
logging.warning('Credentials are not properly configured, %s' % e)
return False
except EndpointConnectionError as e:
logging.warning('Could not connect to the endpoint, %s' % e)
return False
except Exception as e:
logging.warning('Unknown error, %s.' % e)
return False
return True
def cloudwatch_describe_log_streams_helper(cloudwatchlog_agent):
return cloudwatchlog_agent.get('client').describe_log_streams(
logGroupName=cloudwatchlog_agent.get('log_group_name'),
logStreamNamePrefix=cloudwatchlog_agent.get('log_stream_name')
)
def get_log_stream_next_token(cloudwatchlog_agent):
try:
response = cloudwatch_describe_log_streams_helper(cloudwatchlog_agent)
except ClientError as e:
exception = e.response['Error']['Code']
if exception == 'InvalidParameterException':
logging.debug('Either parameter log group name %s or log stream name %s is specified incorrectly, %s'
% (cloudwatchlog_agent.get('log_group_name'), cloudwatchlog_agent.get('log_stream_name'), e.response))
elif exception == 'ResourceNotFoundException':
logging.debug('Either log group %s or log stream %s does not exist, %s'
% (cloudwatchlog_agent.get('log_group_name'), cloudwatchlog_agent.get('log_stream_name'), e.response))
else:
handle_general_botocore_exceptions(e)
return None
except NoCredentialsError as e:
logging.warning('Credentials are not properly configured, %s' % e)
return None
except EndpointConnectionError as e:
logging.warning('Could not connect to the endpoint, %s' % e)
return None
except Exception as e:
logging.warning('Unknown error, %s' % e)
return None
try:
log_stream = response['logStreams'][0]
return log_stream.get('uploadSequenceToken')
except (IndexError, TypeError, KeyError):
pass
return None
def handle_general_botocore_exceptions(error):
exception = error.response['Error']['Code']
if exception == 'ServiceUnavailableException':
logging.debug('The service cannot complete the request, %s' % error.response)
elif exception == 'AccessDeniedException':
logging.debug('User is not authorized to perform the action, %s' % error.response)
else:
logging.debug('Unexpected error: %s' % error)
def main():
parse_arguments_early_exit()
assert_root()
config = read_config()
bootstrap_logging(config)
fs_id, path, mountpoint, options = parse_arguments(config)
logging.info('version=%s options=%s', VERSION, options)
global CLOUDWATCHLOG_AGENT
CLOUDWATCHLOG_AGENT = bootstrap_cloudwatch_logging(config, fs_id)
check_unsupported_options(options)
check_options_validity(options)
init_system = get_init_system()
check_network_status(fs_id, init_system)
dns_name = get_dns_name(config, fs_id)
if 'tls' in options:
mount_tls(config, init_system, dns_name, path, fs_id, mountpoint, options)
else:
mount_nfs(dns_name, path, mountpoint, options)
if '__main__' == __name__:
main()
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21226,
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348,
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13713,
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310,
17522,
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304,
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304,
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348,
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13713,
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459,
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13,
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2009,
353,
10729,
29898,
25580,
23219,
29918,
2303,
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1319,
29918,
13713,
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3142,
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29918,
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13,
13,
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565,
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29901,
13,
4706,
907,
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353,
4613,
320,
13,
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657,
877,
7900,
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16727,
3047,
3609,
18415,
5103,
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426,
1800,
320,
13,
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657,
877,
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16727,
3047,
3609,
18415,
3591,
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426,
1800,
320,
13,
18884,
869,
657,
877,
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426,
1800,
13,
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565,
599,
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297,
907,
6289,
363,
413,
297,
6024,
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2558,
1204,
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525,
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525,
7317,
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2033,
1125,
13,
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426,
13,
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525,
6638,
2558,
1204,
2396,
907,
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1839,
6638,
2558,
1204,
7464,
13,
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525,
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6638,
2558,
2396,
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13,
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907,
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1839,
7317,
6066,
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13,
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525,
2676,
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718,
13420,
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12154,
29918,
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13,
13,
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396,
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565,
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367,
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287,
515,
278,
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13,
1678,
565,
338,
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2075,
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13,
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29918,
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348,
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1319,
29918,
13713,
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443,
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1319,
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13,
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13,
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13,
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13,
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679,
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29918,
978,
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13,
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353,
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474,
314,
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978,
13,
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443,
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353,
525,
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310,
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472,
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13,
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353,
525,
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519,
304,
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1273,
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304,
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15540,
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1273,
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363,
901,
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1273,
320,
13,
462,
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313,
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2271,
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11937,
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1307,
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29918,
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13,
1678,
474,
314,
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29918,
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353,
3142,
29918,
3827,
29918,
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8926,
29918,
1037,
6289,
29918,
20401,
29918,
2271,
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1319,
29918,
13713,
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13,
462,
462,
965,
3142,
29918,
2704,
29918,
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337,
2202,
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1482,
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29918,
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13,
13,
1678,
565,
474,
314,
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29918,
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322,
599,
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297,
474,
314,
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29918,
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363,
413,
297,
315,
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29903,
29918,
10818,
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1125,
13,
4706,
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474,
314,
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8926,
29918,
8977,
29892,
525,
19635,
11283,
13,
1678,
1683,
29901,
13,
4706,
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6213,
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13,
13,
13,
1753,
679,
29918,
2829,
29918,
12154,
29918,
978,
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13,
1678,
474,
314,
29918,
12154,
29918,
348,
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1319,
29918,
13713,
353,
525,
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1676,
1319,
5663,
16837,
310,
306,
5194,
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1024,
472,
1273,
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1273,
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1254,
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29902,
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2525,
519,
304,
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1273,
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304,
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306,
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6297,
1024,
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2823,
1273,
29879,
363,
901,
5235,
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1273,
320,
13,
462,
632,
313,
25580,
23219,
29918,
29902,
5194,
29918,
4219,
29892,
3725,
22484,
11937,
29918,
22245,
8452,
29918,
29902,
5194,
29918,
1672,
1307,
29918,
29950,
6670,
29925,
29918,
4219,
29897,
13,
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474,
314,
29918,
12154,
29918,
978,
353,
3142,
29918,
3827,
29918,
20907,
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25580,
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29918,
29902,
5194,
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4219,
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474,
314,
29918,
12154,
29918,
348,
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1319,
29918,
13713,
29892,
13,
462,
462,
539,
474,
314,
29918,
12154,
29918,
2271,
29918,
2704,
29918,
7645,
29892,
337,
2202,
29918,
2541,
29918,
1482,
29918,
6672,
29918,
6979,
29922,
5574,
29897,
13,
1678,
736,
474,
314,
29918,
12154,
29918,
978,
13,
13,
13,
1753,
16140,
29918,
1445,
29918,
20907,
29898,
1445,
29918,
2084,
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25879,
10185,
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13,
1678,
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29918,
11944,
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29918,
2917,
29879,
353,
1303,
29918,
2917,
29898,
1445,
29918,
2084,
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13,
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353,
11117,
6638,
2558,
1204,
2396,
6213,
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28459,
6638,
2558,
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6213,
29892,
525,
6066,
2396,
6213,
29913,
13,
13,
1678,
1018,
29901,
13,
4706,
2130,
29918,
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353,
25879,
29918,
11944,
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29918,
2917,
29879,
29889,
657,
29898,
10467,
10185,
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525,
10467,
29918,
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29918,
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29918,
333,
1495,
13,
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7035,
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11944,
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2917,
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10467,
10185,
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10467,
29918,
19024,
29918,
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29918,
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13,
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4867,
29918,
6979,
353,
25879,
29918,
11944,
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29918,
2917,
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657,
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10467,
10185,
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525,
10467,
29918,
7924,
29918,
6979,
1495,
13,
13,
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16140,
1839,
6638,
2558,
1204,
2033,
353,
2130,
29918,
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13,
4706,
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1839,
28459,
6638,
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2033,
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7035,
29918,
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13,
4706,
16140,
1839,
6066,
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4867,
29918,
6979,
13,
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5174,
1939,
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2392,
408,
321,
29901,
13,
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565,
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29918,
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333,
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297,
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470,
525,
10467,
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19024,
29918,
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29918,
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297,
851,
29898,
29872,
1125,
13,
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12183,
29889,
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877,
10467,
29918,
5943,
29918,
1989,
29918,
333,
470,
25879,
29918,
19024,
29918,
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29918,
1989,
451,
1476,
297,
1273,
29879,
1090,
4257,
8722,
518,
29995,
29879,
29962,
742,
934,
29918,
2084,
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13,
462,
3986,
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13,
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7924,
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1839,
6638,
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2917,
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657,
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10467,
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29918,
5943,
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333,
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13,
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29918,
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13438,
2392,
29901,
13,
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3782,
518,
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4004,
1476,
297,
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934,
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13,
13,
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13,
13,
13,
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7811,
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7724,
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7724,
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13,
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13,
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396,
1423,
565,
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1178,
338,
1476,
1090,
518,
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29962,
4004,
297,
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934,
322,
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525,
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29915,
565,
577,
13,
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1018,
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13,
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29918,
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29918,
11944,
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29918,
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5943,
29918,
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333,
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13,
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565,
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6213,
29901,
13,
462,
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525,
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29915,
13,
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5174,
313,
3782,
13438,
2392,
29892,
1939,
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2392,
1125,
13,
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6773,
13,
13,
1678,
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25879,
10185,
13,
13,
13,
1753,
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3827,
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1319,
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13713,
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2704,
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9066,
3790,
1118,
337,
2202,
29918,
2541,
29918,
1482,
29918,
6672,
29918,
6979,
29922,
8824,
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13,
1678,
1018,
29901,
13,
4706,
12428,
353,
10729,
29898,
2271,
29897,
13,
4706,
363,
413,
29892,
325,
297,
9066,
29889,
7076,
7295,
13,
9651,
12428,
29889,
1202,
29918,
6672,
29898,
29895,
29892,
325,
29897,
13,
4706,
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29918,
13713,
353,
5065,
417,
2238,
29898,
7971,
29892,
11815,
29922,
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29897,
13,
13,
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679,
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29918,
5415,
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13,
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408,
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13,
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396,
1152,
2777,
9025,
411,
306,
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853,
8921,
1891,
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29900,
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674,
367,
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13,
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396,
304,
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15562,
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278,
4839,
881,
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287,
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401,
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687,
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29918,
1853,
338,
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297,
5190,
6987,
15945,
29908,
13,
1678,
736,
349,
3960,
29963,
3040,
29918,
10818,
29918,
7724,
13,
13,
13,
1753,
1423,
29918,
392,
29918,
3258,
29918,
9053,
29918,
1989,
29898,
3188,
29918,
2084,
29922,
19713,
29918,
7724,
29918,
9464,
1125,
13,
1678,
396,
26221,
390,
8132,
2024,
6611,
338,
5232,
29892,
577,
591,
674,
1653,
697,
2024,
1820,
322,
2758,
5766,
29879,
304,
6232,
372,
29889,
13,
1678,
396,
910,
2794,
29892,
3138,
29892,
393,
591,
505,
304,
3160,
263,
7714,
292,
13336,
304,
9801,
393,
278,
2024,
1820,
338,
13,
1678,
396,
12301,
1711,
2825,
29892,
408,
5766,
29879,
13920,
292,
297,
8943,
1122,
1018,
304,
1653,
278,
1820,
21699,
29889,
13,
1678,
1820,
353,
679,
29918,
9053,
29918,
1989,
29918,
2084,
580,
13,
13,
1678,
732,
4703,
12847,
13,
1678,
822,
1722,
29918,
908,
29918,
1445,
7295,
13,
4706,
7714,
29918,
1445,
353,
2897,
29889,
2084,
29889,
7122,
29898,
3188,
29918,
2084,
29892,
525,
1389,
29879,
29899,
13239,
29899,
908,
1495,
13,
4706,
285,
353,
2897,
29889,
3150,
29898,
908,
29918,
1445,
29892,
2897,
29889,
29949,
29918,
22245,
1299,
891,
2897,
29889,
29949,
29918,
8452,
29979,
15868,
891,
2897,
29889,
29949,
29918,
5746,
6154,
891,
2897,
29889,
29949,
29918,
29934,
29928,
9980,
29897,
13,
4706,
1018,
29901,
13,
9651,
7714,
29918,
1445,
29918,
10853,
353,
525,
29925,
1367,
29901,
1273,
29879,
29915,
1273,
2897,
29889,
657,
5935,
580,
13,
9651,
2897,
29889,
3539,
29898,
29888,
29892,
7714,
29918,
1445,
29918,
10853,
29889,
12508,
877,
9420,
29899,
29947,
8785,
13,
9651,
7709,
285,
13,
4706,
7146,
29901,
13,
9651,
2897,
29889,
5358,
29898,
29888,
29897,
13,
9651,
2897,
29889,
5992,
29898,
908,
29918,
1445,
29897,
13,
13,
1678,
822,
437,
29918,
2541,
29918,
908,
29898,
2220,
1125,
13,
4706,
1550,
5852,
29901,
13,
9651,
1018,
29901,
13,
18884,
411,
1722,
29918,
908,
29918,
1445,
7295,
13,
462,
1678,
736,
740,
580,
13,
9651,
5174,
438,
29173,
408,
321,
29901,
13,
18884,
565,
321,
29889,
3127,
1217,
1275,
4589,
1217,
29889,
29923,
5746,
9047,
29901,
13,
462,
1678,
12183,
29889,
3888,
877,
17776,
304,
2125,
714,
2024,
1820,
11265,
7714,
29892,
8709,
292,
29871,
29945,
29900,
10887,
1495,
13,
462,
1678,
931,
29889,
17059,
29898,
29900,
29889,
29900,
29945,
29897,
13,
18884,
1683,
29901,
13,
462,
1678,
12020,
13,
13,
1678,
822,
5706,
29918,
1989,
7295,
13,
4706,
565,
2897,
29889,
2084,
29889,
275,
1445,
29898,
1989,
1125,
13,
9651,
736,
13,
13,
4706,
9920,
353,
525,
22156,
2536,
2531,
29886,
1989,
448,
20567,
390,
8132,
448,
449,
1273,
29879,
448,
29886,
1989,
3670,
364,
4977,
29918,
1989,
1885,
29918,
14836,
29901,
29941,
29900,
29955,
29906,
29915,
1273,
1820,
13,
4706,
1014,
5014,
29918,
4804,
29898,
9006,
29892,
525,
17776,
304,
1653,
2024,
1820,
1495,
13,
4706,
1303,
29918,
6194,
29918,
8513,
353,
29871,
29900,
29877,
29946,
29900,
29900,
13,
4706,
2897,
29889,
305,
1545,
29898,
1989,
29892,
1303,
29918,
6194,
29918,
8513,
29897,
13,
13,
1678,
437,
29918,
2541,
29918,
908,
29898,
17158,
29918,
1989,
29897,
13,
1678,
736,
1820,
13,
13,
13,
1753,
1653,
29918,
6327,
8021,
29918,
4530,
292,
29918,
3827,
29898,
2917,
29918,
2084,
29892,
2024,
29918,
1989,
29892,
5939,
29878,
29918,
2084,
1125,
13,
1678,
9920,
353,
525,
22156,
2536,
12428,
448,
1482,
448,
2917,
1273,
29879,
448,
1989,
1273,
29879,
448,
449,
1273,
29879,
29915,
1273,
313,
2917,
29918,
2084,
29892,
2024,
29918,
1989,
29892,
5939,
29878,
29918,
2084,
29897,
13,
1678,
1014,
5014,
29918,
4804,
29898,
9006,
29892,
525,
17776,
304,
1653,
12289,
26188,
2009,
313,
2395,
29878,
29897,
1495,
13,
13,
13,
1753,
1653,
29918,
1113,
29918,
5527,
29898,
2917,
29918,
2084,
29892,
3619,
29918,
978,
29892,
3884,
29892,
2024,
29918,
1989,
29892,
2635,
29892,
13,
462,
259,
5120,
29892,
18920,
29918,
333,
29892,
6993,
29918,
11944,
9409,
29892,
3095,
29918,
333,
29892,
3132,
29918,
3888,
1125,
13,
1678,
9995,
12310,
5987,
5777,
29914,
7971,
5285,
934,
411,
10849,
22920,
472,
1432,
5766,
1951,
15861,
29963,
29946,
12608,
508,
1735,
15945,
29908,
13,
1678,
970,
29918,
1989,
29918,
2084,
353,
2897,
29889,
2084,
29889,
7122,
29898,
12322,
29892,
525,
3597,
2558,
29889,
29886,
331,
1495,
13,
1678,
5777,
29918,
17588,
29918,
2587,
353,
5777,
29918,
17588,
29918,
16409,
29898,
481,
29918,
333,
29892,
6993,
29918,
11944,
9409,
29892,
18920,
29918,
333,
29892,
3132,
29918,
3888,
29897,
13,
1678,
321,
5847,
29918,
4645,
29918,
5150,
29918,
2587,
353,
321,
5847,
29918,
4645,
29918,
5150,
29918,
16409,
29898,
3597,
29918,
1989,
29918,
2084,
29892,
6993,
29918,
11944,
9409,
1839,
6638,
2558,
1204,
7464,
13,
462,
462,
462,
259,
6993,
29918,
11944,
9409,
1839,
28459,
6638,
2558,
7464,
2635,
29892,
5120,
29892,
18920,
29918,
333,
29892,
13,
462,
462,
462,
259,
6993,
29918,
11944,
9409,
1839,
6066,
11287,
565,
6993,
29918,
11944,
9409,
1683,
6629,
13,
1678,
321,
5847,
29918,
4645,
29918,
3888,
29918,
2587,
353,
321,
5847,
29918,
4645,
29918,
3888,
29918,
16409,
29898,
4645,
29918,
3888,
29897,
565,
3132,
29918,
3888,
1683,
6629,
13,
1678,
2989,
29918,
2917,
29918,
2587,
353,
12766,
29918,
25903,
29918,
8456,
29928,
29979,
1273,
313,
12322,
29892,
2024,
29918,
1989,
29892,
3619,
29918,
978,
29892,
5777,
29918,
17588,
29918,
2587,
29892,
13,
462,
462,
308,
321,
5847,
29918,
4645,
29918,
5150,
29918,
2587,
29892,
321,
5847,
29918,
4645,
29918,
3888,
29918,
2587,
29897,
13,
13,
1678,
411,
1722,
29898,
2917,
29918,
2084,
29892,
525,
29893,
1495,
408,
285,
29901,
13,
4706,
285,
29889,
3539,
29898,
8159,
29918,
2917,
29918,
2587,
29897,
13,
13,
1678,
736,
2989,
29918,
2917,
29918,
2587,
13,
13,
13,
1753,
5777,
29918,
17588,
29918,
16409,
29898,
481,
29918,
333,
29892,
6993,
29918,
11944,
9409,
29892,
18920,
29918,
333,
29892,
3132,
29918,
3888,
1125,
13,
1678,
5777,
29918,
17588,
29918,
710,
353,
525,
29961,
325,
29941,
29918,
1113,
4514,
29905,
29876,
16009,
2558,
12889,
353,
6608,
29915,
13,
1678,
565,
3095,
29918,
333,
29901,
13,
4706,
5777,
29918,
17588,
29918,
710,
4619,
11297,
29876,
29896,
29889,
29941,
29889,
29953,
29889,
29896,
29889,
29946,
29889,
29896,
29889,
29946,
29947,
29946,
29941,
29889,
29955,
29889,
29896,
353,
3339,
29940,
29896,
29901,
10496,
29947,
1231,
11283,
718,
3095,
29918,
333,
13,
1678,
565,
6993,
29918,
11944,
9409,
29901,
13,
4706,
5777,
29918,
17588,
29918,
710,
4619,
11297,
29876,
29896,
29889,
29941,
29889,
29953,
29889,
29896,
29889,
29946,
29889,
29896,
29889,
29946,
29947,
29946,
29941,
29889,
29955,
29889,
29906,
353,
3339,
29940,
29896,
29901,
1660,
13356,
1430,
4741,
29901,
1389,
29879,
29918,
4645,
29918,
5150,
29915,
13,
13,
1678,
5777,
29918,
17588,
29918,
710,
4619,
11297,
29876,
29896,
29889,
29941,
29889,
29953,
29889,
29896,
29889,
29946,
29889,
29896,
29889,
29946,
29947,
29946,
29941,
29889,
29955,
29889,
29941,
353,
3339,
29940,
29896,
29901,
10496,
29947,
1231,
11283,
718,
18920,
29918,
333,
13,
13,
1678,
565,
3132,
29918,
3888,
29901,
13,
4706,
5777,
29918,
17588,
29918,
710,
4619,
11297,
29876,
29896,
29889,
29941,
29889,
29953,
29889,
29896,
29889,
29946,
29889,
29896,
29889,
29946,
29947,
29946,
29941,
29889,
29955,
29889,
29946,
353,
3339,
29940,
29896,
29901,
1660,
13356,
1430,
4741,
29901,
1389,
29879,
29918,
4645,
29918,
3888,
29915,
13,
13,
1678,
736,
5777,
29918,
17588,
29918,
710,
13,
13,
13,
1753,
321,
5847,
29918,
4645,
29918,
5150,
29918,
16409,
29898,
3597,
29918,
1989,
29918,
2084,
29892,
2130,
29918,
1989,
29918,
333,
29892,
7035,
29918,
5943,
29918,
1989,
29892,
2635,
29892,
5120,
29892,
18920,
29918,
333,
29892,
4867,
29918,
6979,
29922,
8516,
1125,
13,
1678,
970,
29918,
1989,
29918,
8568,
353,
679,
29918,
3597,
29918,
1989,
29918,
17051,
29896,
29898,
3597,
29918,
1989,
29918,
2084,
29897,
13,
1678,
24420,
29918,
3827,
353,
1653,
29918,
3068,
265,
936,
29918,
3827,
29898,
3597,
29918,
1989,
29918,
8568,
29892,
2635,
29892,
2130,
29918,
1989,
29918,
333,
29892,
5120,
29892,
18920,
29918,
333,
29892,
4867,
29918,
6979,
29897,
13,
1678,
1347,
29918,
517,
29918,
4530,
353,
1653,
29918,
1807,
29918,
517,
29918,
4530,
29898,
3068,
265,
936,
29918,
3827,
29892,
2635,
29892,
5120,
29897,
13,
1678,
12608,
353,
8147,
29918,
4530,
1535,
29898,
1807,
29918,
517,
29918,
4530,
29892,
2635,
29892,
7035,
29918,
5943,
29918,
1989,
29892,
5120,
29897,
13,
1678,
321,
5847,
29918,
4645,
29918,
5150,
29918,
710,
353,
525,
29961,
321,
5847,
29918,
4645,
29918,
5150,
4514,
29915,
13,
1678,
321,
5847,
29918,
4645,
29918,
5150,
29918,
710,
4619,
11297,
29876,
5943,
2558,
1204,
353,
18351,
29947,
1231,
11283,
718,
2130,
29918,
1989,
29918,
333,
13,
1678,
321,
5847,
29918,
4645,
29918,
5150,
29918,
710,
4619,
11297,
1983,
647,
1535,
353,
438,
1783,
2544,
20785,
11283,
718,
12608,
13,
1678,
321,
5847,
29918,
4645,
29918,
5150,
29918,
710,
4619,
11297,
1983,
335,
29894,
29946,
11384,
353,
501,
29911,
1783,
8890,
11283,
718,
2635,
29889,
710,
615,
603,
29898,
29907,
20161,
29918,
25832,
2544,
8890,
29918,
19094,
1299,
29897,
13,
13,
1678,
565,
4867,
29918,
6979,
29901,
13,
4706,
321,
5847,
29918,
4645,
29918,
5150,
29918,
710,
4619,
11297,
1983,
1211,
6066,
353,
8528,
7390,
2965,
1806,
29901,
29900,
29892,
10496,
29947,
1231,
11283,
718,
4867,
29918,
6979,
13,
13,
1678,
736,
321,
5847,
29918,
4645,
29918,
5150,
29918,
710,
13,
13,
13,
1753,
321,
5847,
29918,
4645,
29918,
3888,
29918,
16409,
29898,
4645,
29918,
3888,
1125,
13,
1678,
321,
5847,
29918,
4645,
29918,
3888,
29918,
710,
353,
525,
29961,
321,
5847,
29918,
4645,
29918,
3888,
4514,
29915,
13,
1678,
363,
1820,
29892,
995,
297,
3132,
29918,
3888,
29889,
7076,
7295,
13,
4706,
321,
5847,
29918,
4645,
29918,
3888,
29918,
710,
4619,
11297,
29876,
29995,
29879,
353,
18351,
29947,
1231,
16664,
29879,
29915,
1273,
313,
1989,
29892,
995,
29897,
13,
1678,
736,
321,
5847,
29918,
4645,
29918,
3888,
29918,
710,
13,
13,
13,
1753,
1653,
29918,
3597,
29918,
1989,
29898,
9053,
29918,
1989,
29892,
970,
29918,
1989,
1125,
13,
1678,
9920,
353,
525,
22156,
2536,
364,
4977,
448,
262,
1273,
29879,
448,
449,
689,
349,
12665,
448,
5467,
449,
448,
449,
1273,
29879,
29915,
1273,
313,
9053,
29918,
1989,
29892,
970,
29918,
1989,
29897,
13,
1678,
1014,
5014,
29918,
4804,
29898,
9006,
29892,
525,
17776,
304,
1653,
970,
1820,
1495,
13,
13,
13,
1753,
1014,
5014,
29918,
4804,
29898,
9006,
29892,
1059,
29918,
4906,
1125,
13,
1678,
9995,
10739,
1158,
304,
1065,
6473,
13246,
2536,
1899,
322,
304,
4386,
2933,
1059,
7191,
15945,
29908,
13,
1678,
337,
2202,
29918,
3706,
353,
29871,
29941,
13,
1678,
363,
337,
2202,
297,
3464,
29898,
276,
2202,
29918,
3706,
1125,
13,
4706,
1889,
353,
1014,
5014,
29889,
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4839,
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5510,
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262,
689,
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448,
262,
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4589,
353,
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313,
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445,
338,
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429,
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515,
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622,
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639,
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259,
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396,
259,
448,
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448,
694,
443,
3880,
9978,
297,
278,
1833,
2793,
7023,
13,
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9210,
353,
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877,
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13,
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353,
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13,
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954,
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29896,
29896,
29896,
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13,
13,
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396,
1222,
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278,
4055,
313,
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511,
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313,
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718,
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322,
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310,
443,
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313,
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13,
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718,
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718,
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13,
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353,
1820,
29961,
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17531,
13,
13,
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528,
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353,
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1982,
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17051,
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580,
13,
1678,
528,
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29896,
29889,
5504,
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13,
13,
1678,
736,
528,
29874,
29896,
29889,
20970,
7501,
342,
580,
13,
13,
13,
1753,
1653,
29918,
3068,
265,
936,
29918,
3827,
29898,
3597,
29918,
1989,
29918,
8568,
29892,
2635,
29892,
2130,
29918,
1989,
29892,
5120,
29892,
18920,
29918,
333,
29892,
4867,
29918,
6979,
29922,
8516,
1125,
13,
1678,
9995,
13,
1678,
6204,
263,
1815,
265,
936,
10729,
448,
2045,
597,
2640,
29889,
10467,
29889,
17260,
29889,
510,
29914,
17492,
29914,
12333,
29914,
629,
29914,
18816,
29894,
29946,
29899,
3258,
29899,
3068,
265,
936,
29899,
3827,
29889,
1420,
13,
1678,
9995,
13,
1678,
20917,
29918,
12673,
353,
2635,
29889,
710,
615,
603,
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5425,
22928,
29946,
29918,
25832,
2544,
8890,
29918,
19094,
1299,
29897,
13,
1678,
6625,
2556,
353,
14978,
29918,
11242,
29898,
5943,
29918,
1989,
718,
8207,
29915,
718,
679,
29918,
11944,
2556,
29918,
6078,
29898,
1256,
29892,
5120,
876,
13,
13,
1678,
2009,
353,
7331,
29918,
16244,
29918,
2303,
4690,
13668,
718,
11297,
29876,
29915,
13,
1678,
2009,
4619,
315,
2190,
1164,
2965,
1964,
29918,
15551,
718,
11297,
29876,
29915,
13,
1678,
2009,
4619,
1653,
29918,
3068,
265,
936,
29918,
1972,
29918,
1807,
29898,
3597,
29918,
1989,
29918,
8568,
29892,
6625,
2556,
29892,
20917,
29918,
12673,
29892,
4867,
29918,
6979,
29897,
718,
11297,
29876,
29915,
13,
1678,
2009,
4619,
315,
2190,
1164,
2965,
1964,
29918,
23252,
23598,
1273,
18920,
29918,
333,
718,
11297,
29876,
29915,
13,
1678,
2009,
4619,
317,
17298,
3352,
29918,
23252,
23598,
718,
11297,
29876,
29915,
13,
13,
1678,
528,
29874,
29906,
29945,
29953,
353,
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1982,
29889,
17051,
29906,
29945,
29953,
580,
13,
1678,
528,
29874,
29906,
29945,
29953,
29889,
5504,
29898,
16244,
29918,
7228,
29979,
29428,
29889,
12508,
3101,
13,
1678,
2009,
4619,
528,
29874,
29906,
29945,
29953,
29889,
20970,
7501,
342,
580,
13,
13,
1678,
736,
2009,
13,
13,
13,
1753,
1653,
29918,
3068,
265,
936,
29918,
1972,
29918,
1807,
29898,
3597,
29918,
1989,
29918,
8568,
29892,
6625,
2556,
29892,
20917,
29918,
12673,
29892,
4867,
29918,
6979,
29922,
8516,
1125,
13,
1678,
24420,
29918,
1972,
29918,
7529,
353,
426,
13,
4706,
525,
4276,
2396,
525,
17918,
742,
13,
4706,
396,
5236,
1820,
6608,
338,
5134,
297,
24420,
2009,
304,
22134,
278,
12608,
304,
263,
2702,
1820,
5101,
304,
4772,
337,
1456,
16661,
13,
4706,
525,
19858,
2558,
10438,
2396,
14978,
29918,
11242,
29898,
3597,
29918,
1989,
29918,
8568,
511,
13,
4706,
525,
29990,
29899,
6833,
29920,
29899,
22461,
4540,
2396,
14445,
29954,
1955,
13054,
29924,
29892,
13,
4706,
525,
29990,
29899,
6833,
29920,
29899,
15507,
2556,
2396,
6625,
2556,
29892,
13,
4706,
525,
29990,
29899,
6833,
29920,
29899,
2539,
2396,
14978,
29918,
11242,
29898,
689,
19667,
29918,
12673,
511,
13,
4706,
525,
29990,
29899,
6833,
29920,
29899,
9544,
2658,
2396,
29871,
29947,
29953,
29946,
29900,
29900,
29892,
13,
4706,
525,
29990,
29899,
6833,
29920,
29899,
10140,
287,
18163,
2396,
317,
17298,
3352,
29918,
23252,
23598,
29892,
13,
1678,
500,
13,
13,
1678,
565,
4867,
29918,
6979,
29901,
13,
4706,
24420,
29918,
1972,
29918,
7529,
1839,
29990,
29899,
6833,
29920,
29899,
13228,
29899,
6066,
2033,
353,
14978,
29918,
11242,
29898,
7924,
29918,
6979,
29897,
13,
13,
1678,
396,
15808,
671,
3142,
1982,
29889,
2271,
12508,
1363,
372,
1634,
6048,
278,
1273,
29879,
29915,
29879,
13,
1678,
736,
525,
29987,
4286,
7122,
18959,
29995,
29879,
16328,
29879,
29915,
1273,
313,
29895,
29892,
325,
29897,
363,
413,
29892,
325,
297,
12705,
29898,
3068,
265,
936,
29918,
1972,
29918,
7529,
29889,
7076,
3101,
2314,
13,
13,
13,
1753,
1653,
29918,
1807,
29918,
517,
29918,
4530,
29898,
3068,
265,
936,
29918,
3827,
29892,
2635,
29892,
5120,
1125,
13,
1678,
9995,
13,
1678,
6204,
263,
1714,
304,
9954,
448,
2045,
597,
2640,
29889,
10467,
29889,
17260,
29889,
510,
29914,
17492,
29914,
12333,
29914,
629,
29914,
18816,
29894,
29946,
29899,
3258,
29899,
1807,
29899,
517,
29899,
4530,
29889,
1420,
13,
1678,
9995,
13,
1678,
1347,
29918,
517,
29918,
4530,
353,
14445,
29954,
1955,
13054,
29924,
718,
11297,
29876,
29915,
13,
1678,
1347,
29918,
517,
29918,
4530,
4619,
2635,
29889,
710,
615,
603,
29898,
5425,
22928,
29946,
29918,
25832,
2544,
8890,
29918,
19094,
1299,
29897,
718,
11297,
29876,
29915,
13,
1678,
1347,
29918,
517,
29918,
4530,
4619,
679,
29918,
11944,
2556,
29918,
6078,
29898,
1256,
29892,
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6078,
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10141,
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4742,
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382,
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338,
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13,
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1333,
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304,
8814,
11860,
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688,
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5847,
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8785,
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13,
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3802,
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pyjokes/jokes_pl.py | r0d0dendr0n/pyjokes | 0 | 19112 | <gh_stars>0
# -*- coding: utf-8 -*-
"""
Jokes below come from the "jokes_en.py" file.
Translation to Polish: <NAME> - provided under CC BY-SA 3.0
"""
neutral = [
"W 2030 roku Beata z ulgą usunęła Python'a 2.7 ze swoich maszyn. 'No!' westchnęła, by za chwilę przeczytać ogłoszenia na temat Python'a 4.4.",
"Zapytanie SQL wchodzi do baru, podchodzi do pierwszej osoby i pyta, 'Czy możemy utworzyć relację?'",
"Kiedy używasz C++ jak młotka, wszystko będzie Twoim kciukiem.",
"Jak posadzisz milion małp przy milionie klawiatur, któraś z nich w końcu napisze działający program w Javie. Pozostałe będą pisać w Perlu.",
"Aby zrozumieć rekurencję, musisz najpierw zrozumieć rekurencję.",
"'Puk, puk.' 'Kto tam?' ... bardzo długa pauza ... 'Java.'",
"'Puk, puk.' 'Kto tam?' 'C++.'",
"'Puk, p... Asembler.'",
"Ilu programistów potrzeba, żeby wymienić żarówkę? Żadnego, bo to problem sprzętowy.",
"Jak nazywa się obiektowa metoda bogacenia się? Dziedziczenie.",
"Dlaczego dowcipy nie działają w systemie ósemkowym? Ponieważ 7, 10, 11.",
"Ilu programistów potrzeba, aby wymienić żarówkę? Żadnego, po prostu ogłaszają ciemność standardem.",
"Dwa wątki wchodzą do baru. Barman patrzy na nie i woła, 'Hej! Nie chcemy tu hazardu!'",
"Programiści uwielbiają rozwiązywanie problemów. Jeśli akurat nie mają żadnego do rozwiązania, z pewnością jakiś stworzą.",
".NET nazywa się .NET, żeby przypadkiem nie wyświetlił się w uniksowym listingu plików.",
"Sprzęt: część komputera, którą możesz kopnąć.",
"Optymista: Szklanka do połowy pełna. Pesymista: Szklanka do połowy pusta. Programista: Rozmiar szklanki jest dwa razy większy, niż wymagany.",
"W C sami musieliśmy kodować błędy. W C++ możemy je po prostu odziedziczyć.",
"Dlaczego nie ma konkursów na najmniej czytelny kod w Perlu? Bo nikt nie umiałby wyłonić zwycięzcy.",
"Odtwarzając dysk instalacyjny Windowsa od tyłu, usłyszysz czarną mszę. Gorzej, jeśli odtworzysz ją od przodu, wtedy zainstaluje Windowsa.",
"Ilu programistów potrzeba, aby zabić karalucha? Dwóch: jeden go trzyma, a drugi instaluje na nim Windowsa.",
"Do jakiej grupy należą programiści z Finlandii? Nerdyckiej.",
"Co mówi kod w Javie do kodu w C? Brakuje Ci klasy.",
"Dlaczego Microsoft nazwał swoją wyszukiwarkę BING? Bo Indolentnie Naśladuje Google.",
"Piraci wołają 'arg!', komputerowi piraci wołają 'argv!'",
"Dziecko: Mamo, dlaczego Słońce wschodzi na wschodzie i zachodzi na zachodzie? Ojciec: jeśli działa, nie dotykaj.",
"Dlaczego programistom myli się Halloween z Bożym Narodzeniem? Ponieważ OCT 31 == DEC 25.",
"Ilu programistów Prologa potrzeba, żeby wymienić żarówkę? Fałsz.",
"Kelner: Podać kawę, lub herbatę? Programistka: Tak.",
"Programistka wchodzi do foo...",
"Jak brzmi drugie imię Benoit'a B. Mandelbrot'a? <NAME>.",
"Dlaczego zawsze się uśmiechasz? To moje regularne wyrażenie twarzy.",
"Programistka miała problem. Pomyślała sobie, 'Wiem, rozwiążę to wątkami!'. ma Teraz problemy. ona dwa",
"Opowiedziałbym dowcip o UDP, ale nie wiem, czy by do Ciebie dotarł.",
"Testerka wchodzi do baru. Wbiega do baru. Wczołguje się do baru. Tańczy wchodząc do baru. Wchodzi tip-topami do baru. Szarżuje do baru.",
"Miałem problem, więc pomyślałem, że użyję Javy. Teraz mam FabrykaProblemow.",
"Tester wchodzi do baru. Zamawia piwo. Zamawia 0 piw. Zamawia 999999999 piw. Zamawia jaszczurkę. Zamawia -1 piw. Zamawia sfdeljknesv.",
"Kierowniczka projektu wchodzi do baru, zamawia drinka. Barman odmawia, ale pomyśli nad dodaniem go później.",
"Jak wygenerować prawdziwie losowy ciąg znaków? Posadź studenta pierwszego roku przed Vim'em i powiedz, żeby zapisał plik i wyłączył edytor.",
"Od dłuższego czasu używam Vim'a. Głównie dlatego, że nadal próbuję go wyłączyć.",
"Jak poznać, że ktoś używa Vim'a? Nie przejmuj się, sam Ci powie.",
"Kelner: On się krztusi! Czy jest na sali doktor? Programista: Jestem użytkownikiem Vim'a.",
"Trójka adminów baz danych wchodzi do NoSQL'owego baru. Po krótkim czasie rozeszli się, ponieważ nie mogli utworzyć relacji.",
"Jak opisać fabułę Incepcji programiście? Uruchamiasz maszynę wirtualną w wirtualce, wewnątrz innej wirtualki... wszystko działa wolno!",
"W informatyce są tylko dwa trudne problemy: unieważnianie pamięci podręcznej, nazewnictwo i pomyłki o 1.",
"Istnieje 10 rodzajów ludzi: Ci, którzy rozumieją kod binarny oraz Ci, którzy go nie rozumieją.",
"Istnieją 2 rodzaje ludzi: Ci, którzy potrafią ekstrapolować niekompletne zbiory danych...",
"Istnieją II rodzaje ludzi: Ci, którzy rozumieją liczby rzymskie i Ci, którzy ich nie rozumieją.",
"Istnieje 10 typów ludzi: Ci, którzy rozumieją system szesnastkowy oraz 15 pozostałych.",
"Istnieje 10 rodzajów ludzi: Ci, którzy rozumieją kod binarny, Ci którzy go nie rozumieją oraz Ci, co wiedzieli, że to o systemie trójkowym.",
"Istnieje 10 rodzajów ludzi: Ci, którzy rozumieją kod trójkowy, Ci, którzy go nie rozumieją oraz Ci, którzy nigdy o nim nie słyszeli.",
"Jak nazywa się ósemka hobbitów? Hobbajt.",
"Najlepsze w wartościach logicznych jest to, że nawet jeśli się pomylisz, to tylko o 1.",
"Dobry programista zawsze patrzy w obie strony przed przejściem przez ulicę jednokierunkową.",
"Są dwa sposoby pisania programów bez błędów. Tylko ten trzeci działa.",
"Zarządzanie jakością składa się w 55% z wody, 30% krwi i 15% ticketów z bugtrackera",
"Sympatyzowanie z Diabłem to tak naprawdę bycie uprzejmym dla Testerów.",
"Ilu Testerów potrzeba do zmiany żarówki? Oni zauważyli, że pokój jest ciemny. Nie rozwiązują problemów, tylko ich szukają.",
"Programista rozbił auto zjeżdżając z góry. Przechodzień spytał co się stało. \"Nie wiem. Wnieśmy go na górę i spróbujmy ponownie.\".",
"Pisanie w PHP jest jak sikanie do basenu. Wszyscy to robili, ale niekoniecznie trzeba się tym chwalić publicznie.",
"Dlaczego Tester przeszedł przez ulicę? Żeby zepsuć dzień wszystkim innym.",
"Ilość dni od ostatniego błędu indeksowania tablicy: -1.",
"Ilość dni od ostatniej pomyłki o 1: 0.",
"Szybkie randki są bez sensu. 5 minut to zbyt mało czasu, aby prawidłowo wyjaśnić filozofię Unix'a.",
"Microsoft co dwa miesiące organizuje \"tydzień produktywności\", podczas którego używają Google zamiast Bing'a",
"Podejście Schroedinger'a do budowy stron www: Jeśli nie oglądasz tego w Internet Explorerze, jest szansa, że będzie wyglądało dobrze.",
"Szukanie dobrego programisty PHP jest jak szukanie igły w stogu siana. Czy raczej stogu siana w igle?",
"Unix jest bardzo przyjazny użytkownikom. Po prostu jest również bardzo wybredny przy wyborze przyjaciół.",
"Programistka COBOL'a zarabia miliony naprawiając problem roku 2000. Decyduje się zamrozić siebie. \"Mamy rok 9999. Znasz COBOL'a, prawda?\"",
"<NAME> łączy w sobie potęgę asemblera z prostotą użycia asemblera.",
"Ekspert SEO wchodzi do baru, bar, pub, miesce spotkań, browar, Irlandzki pub, tawerna, barman, piwo, gorzała, wino, alkohol, spirytus...",
"Co mają wspólnego pyjokes oraz Adobe Flash? Wciąż otrzymują aktualizacje, ale nigdy nie stają się lepsze.",
"Dlaczego Waldo nosi tylko paski? Bo nie chce się znaleźć w kropce.",
"Szedłem raz ulicą, przy której domy były ponumerowane 8k, 16k, 32k, 64k, 128k, 256k i 512k. To była podróż <NAME>.",
"!false, (To zabawne, bo to prawda)",
]
"""
Jokes below come from the "jokes_en.py" file.
Translation to Polish: <NAME> - provided under CC BY-SA 3.0
"""
chuck = [
"Kiedy <NAME> rzuca wyjątek, to leci on przez cały pokój.",
"Wszystkie tablice, które deklaruje <NAME> są nieskończonego rozmiaru, ponieważ <NAME> nie zna granic.",
"<NAME> nie ma opóźnień w dysku twardym, ponieważ dysk twardy wie, że musi się spieszyć, żeby nie wkurzyć <NAME>.",
"<NAME> pisze kod, który sam się optymalizuje.",
"<NAME> nie porównuje, ponieważ nie ma sobie równych.",
"<NAME> nie potrzebuje garbage collector'a, ponieważ nie wywołuje .Dispose(), tylko .DropKick().",
"Pierwszym programem <NAME> było kill -9.",
"<NAME> przebił bańkę dot com'ów.",
"Wszystkie przeglądarki wspierają kolory #chuck oraz #norris, oznaczające czarny i niebieski.",
"MySpace tak naprawdę nie jest Twój, tylko Chuck'a. Po prostu pozwala Ci go używać.",
"<NAME> może pisać funkcje rekurencyjne bez warunku stopu, które zawsze wracają.",
"<NAME> może rozwiązać wież<NAME> w jednym ruchu.",
"<NAME> zna tylko jeden wzorzec projektowy: Boski obiekt.",
"<NAME> ukończył World of Warcraft.",
"Kierownicy projektu nigdy nie pytają <NAME> o oszacowania.",
"<NAME> nie dostosowuje się do standardów webowych, ponieważ to one dostosowują się do niego.",
"'U mnie to działa' jest zawsze prawdą w przypadku <NAME>.",
"<NAME> nie używa diagramów wyżarzania, tylko uderzania.",
"<NAME> może usunąć Kosz.",
"<NAME> może pisać 140 słów na minutę.",
"<NAME> może przetestować całą aplikację jedną asercją: 'działa'.",
"<NAME> nie szuka błędów, ponieważ to sugeruje, że może ich nie znaleźć. On likwiduje błędy.",
"Klawiatura <NAME>'a nie ma klawisza Ctrl, ponieważ nic nie kontroluje <NAME>.",
"<NAME> może przepełnić Twój stos samym spojrzeniem.",
"Dla <NAME> wszystko zawiera podatności.",
"<NAME> nie używa sudo. Powłoka wie, że to on i po prostu robi co jej każe.",
"<NAME> nie używa debuggera. Patrzy na kod tak długo, aż sam wyzna błędy.",
"<NAME> ma dostęp do prywatnych metod.",
"<NAME> może utworzyć obiekt klasy abstrakcyjnej.",
"<NAME> nie potrzebuje fabryki klas. On instancjonuje interfejsy.",
"Klasa Object dziedziczy po Ch<NAME>.",
"Dla <NAME> problemy NP-trudne mają złożoność O(1).",
"<NAME> zna ostatnią cyfrę rozwinięcia dziesiętnego Pi.",
"Łącze internetowe <NAME> szybciej wysyła, niż pobiera, ponieważ nawet dane się go boją.",
"<NAME> rozwiązał problem komiwojażera w czasie stałym: rozbij komiwojażera na N kawałków, po czym wykop każdy do innego miasta.",
"Żadne wyrażenie nie może obsłużyć ChuckNorrisException.",
"<NAME> nie programuje w parach. Pracuje sam.",
"<NAME> potrafi pisać aplikacje wielowątkowe przy użyciu jednego wątku.",
"<NAME> nie musi używać AJAX'a, ponieważ strony i tak są przerażone jego zwykłymi żądaniami.",
"<NAME> nie używa refleksji. To refleksje uprzejmie proszą go o pomoc.",
"Klawiatura <NAME> nie ma klawisza Escape, ponieważ nikt nie ucieknie przed Chuckiem Norrisem.",
"<NAME> może użyć wyszukiwania binarnego na nieposortowanym kontenerze.",
"<NAME> nie musi łapać wyjątków. Są zbyt przerażone, by się pokazać.",
"<NAME> wyszedł z nieskończonej pętli.",
"Jeśli <NAME> napisze kod z błędami, to one same się poprawią.",
"Hosting Chucka Norrisa ma SLA na poziomie 101%.",
"Klawiatura <NAME> ma klawisz 'Dowolny'.",
"<NAME> może dostać się do bazy danych bezpośrednio przez interfejs użytkownika.",
"Programy <NAME> się nie kończą, tylko giną.",
"<NAME> nalega na używanie języków silnie typowanych.",
"<NAME> projektuje protokoły bez statusów, żądań, czy odpowiedzi. Definiuje tylko polecenia.",
"Programy <NAME> zajmują 150% procesora, nawet gdy nie są uruchomione.",
"<NAME> uruchamia wątki, które kończą swoje zadanie, zanim się poprawnie uruchomią.",
"Programy <NAME> nie akceptują wejścia.",
"<NAME> może zainstalować iTunes bez QuickTime'a.",
"Ch<NAME> nie potrzebuje systemu operacyjnego.",
"Model OSI <NAME> ma tylko jedną warstwę - fizyczną.",
"<NAME> może poprawnie kompilować kod z błędami składniowymi.",
"Każde zapytanie SQL <NAME> zawiera implikowany 'COMMIT'.",
"<NAME> nie potrzebuje rzutowania. Kompilator <NAME> (KCN) dostrzega wszystko. Do samego końca. Zawsze.",
"<NAME> nie wykonuje kodu w cyklach, tylko w uderzeniach.",
"<NAME> kompresuje pliki przez kopnięcie dysku twardego z półobrotu.",
"<NAME> rozwiązał problem stopu.",
"Dla <NAME> P = NP. Jego decyzje są zawsze deterministyczne.",
"<NAME> może pobrać wszystko z /dev/null.",
"Nikomu nie udało się programować z Chuckiem Norrisem i wyjść z tego żywym.",
"Nikomu nie udało się odezwać podczas przeglądu kodu <NAME> i wyjść z tego żywym.",
"<NAME> nie używa interfejsów graficznych. On rozkazuje z wiersza poleceń.",
"<NAME> nie używa Oracle'a. On JEST Wyrocznią.",
"<NAME> może dokonać dereferencji NULL'a.",
"Lista różnic pomiędzy Twoim kodem oraz kodem <NAME> jest nieskończona.",
"<NAME> napisał wtyczkę do Eclipsa, która dokonała pierwszego kontaktu z obcą cywilizacją.",
"<NAME> jest ostatecznym semaforem. Wszystkie wątki się go boją.",
"Nie przejmuj się testami. Przypadki testowe <NAME> pokrywają również Twój kod.",
"Każdy włos z brody <NAME> ma swój wkład w największy na świecie atak DDOS.",
"Komunikaty w loggerze <NAME> zawsze mają poziom FATAL.",
"Jeśli <NAME> zepsuje build'a, nie uda Ci się go naprawić, ponieważ nie została ani jedna linijka kodu.",
"<NAME> pisze jednym palcem. Wskazuje nim na klawiaturę, a ona robi resztę roboty.",
"Programy <NAME> przechodzą test Turinga po prostu patrząc się na sędziego.",
"Jeśli spróbujesz zabić program <NAME>, to on zabije Ciebie.",
"<NAME> wykonuje nieskończone pętle w mniej niż 4 sekundy.",
"<NAME> może nadpisać zmienną zablokowaną semaforem.",
"<NAME> zna wartość NULL. Może też po niej sortować.",
"<NAME> może zainstalować 64-bitowy system operacyjny na 32-bitowych maszynach.",
"<NAME> może pisać do strumieni wyjściowych.",
"<NAME> może czytać ze strumieni wejściowych.",
"<NAME> nie musi kompilować swojego kodu. Maszyny nauczyły się interpretować kod <NAME>.",
"<NAME> jest powodem Niebieskiego Ekranu Śmierci.",
"<NAME> może utworzyć klasę, które jest jednocześnie abstrakcyjna i finalna.",
"<NAME> może użyć czegokolwiek z java.util.*, żeby Cię zabić. Nawet javadocs'ów.",
"Kod działa szybciej, gdy obserwuje go <NAME>.",
"Wszyscy lubią profil <NAME> na Facebook'u, czy im się to podoba, czy nie.",
"Nie możesz śledzić <NAME> na Twitterze, ponieważ to on śledzi Ciebie.",
"Kalkulator <NAME> ma tylko 3 klawisze: 0, 1 i NAND.",
"<NAME> używa tylko zmiennych globalnych. Nie ma nic do ukrycia.",
"<NAME> raz zaimplementował cały serwer HTTP, używając tylko jednego printf'a. Projekt wciąż się rozwija i jest znany pod nazwą Apache.",
"<NAME> pisze bezpośrednio w kodzie binarnym. Potem pisze kod źródłowy, jako dokumentację dla innych programistów.",
"<NAME> raz przesunął bit tak mocno, że wylądował w innym komputerze.",
"Jak nazywa się ulubiony framework <NAME>? Knockout.js.",
]
jokes_pl = {
'neutral': neutral,
'chuck': chuck,
'all': neutral + chuck,
}
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] |
src/rank.py | pontushojer/NAIBR | 10 | 192883 | <filename>src/rank.py<gh_stars>1-10
from __future__ import print_function,division
import os,sys,subprocess,pysam,collections,time,gc,math,json,copy
import scipy.stats,operator,itertools
import multiprocessing as mp
from utils import *
import numpy as np
from global_vars import *
import linecache
class CandSplitMol:
__slots__ = ['scoreHA','scoreH0','hap_i','hap_j','discs']
def __init__(self):
self.scoreHA = 0
self.scoreH0 = 0
self.hap_i = 0
self.hap_j = 0
self.discs = 0
def score_CSM(self,CSM,candScore):
LRs_i,D,LRs_j = CSM
#chrm,start,end,num,hap,barcode
chrm_i,si,ei,mapq_i,hap_i,barcode_i = LRs_i
chrm_j,sj,ej,mapq_j,hap_j,barcode_j = LRs_j
num_i,num_j = len(mapq_i),len(mapq_j)
hap_i = max(hap_i)
hap_j = max(hap_j)
len0 = ej-si
rate0 = (num_j+num_i)/float(len0)
lenA = (ei-si)+(ej-sj)
rateA = (num_j+num_i)/float(lenA)
lenLi = ei-si
rateLi0 = (num_i)/float(lenLi)
rateLiA = (num_i)/float(lenLi)
lenLj = ej-sj
rateLj0 = (num_j)/float(lenLj)
rateLjA = (num_j)/float(lenLj)
mapqiA = self.map_prob(mapq_i)
mapqi0 = self.map_prob(mapq_i)
mapqjA = self.map_prob(mapq_j)
mapqj0 = self.map_prob(mapq_j)
mapqdiscA = self.map_prob(D)
mapqdisc0 = self.mismap_prob(D)
scoreHA = log(plen(lenA)*prate(rateA)*mapqiA*mapqjA*mapqdiscA+\
plen(lenLi)*prate(rateLiA)*plen(lenLj)*prate(rateLjA)*mapqiA*mapqjA*mapqdiscA)
if chrm_i == chrm_j:
scoreH0 = log(plen(len0)*prate(rate0)*mapqi0*mapqj0*mapqdisc0+\
plen(lenLi)*prate(rateLi0)*plen(lenLj)*prate(rateLj0)*mapqi0*mapqj0*mapqdisc0)
else:
scoreH0 = log(0+plen(lenLi)*prate(rateLi0)*plen(lenLj)*prate(rateLj0)*mapqi0*mapqj0*mapqdisc0)
self.scoreHA = scoreHA
self.scoreH0 = scoreH0
self.hap_i = hap_i
self.hap_j = hap_j
self.discs = len(D)
candScore.score[(hap_i,hap_j)] += self.scoreHA-self.scoreH0
candScore.pairs[(hap_i,hap_j)] += 1
candScore.disc[(hap_i,hap_j)] += self.discs
def map_prob(self,mapqs):
prob = 1
for mapq in mapqs:
prob *= 1-math.pow(10,(mapq/-10.0))
return prob
def mismap_prob(self,mapqs):
prob = 1
for mapq in mapqs:
prob *= math.pow(10,(mapq/-10.0))
return prob
def score_pair(i):
key,CSMs,spans = get_CSMs(i)
candidate = candidates[i]
#CSMs,spans = CSMs_by_cand[(candidate.i,candidate.j,candidate.orient)]
candScore = NA(candidate.chrm,candidate.nextchrm,candidate.i,candidate.j,candidate.orient)
scoreHA = 0
scoreH0 = 0
scores = []
for CSM in CSMs:
c = CandSplitMol()
c.score_CSM(CSM,candScore)
for hap in spans:
candScore.spans[hap] += 1
return candScore,candidate
def near_i(x,candidate):
chrm = x[0]
start = x[1]
end = x[2]
neari = ((candidate.orient[0] == '+' and end-lmax < candidate.i and end+d > candidate.i)\
or (candidate.orient[0] == '-' and start+lmax > candidate.i and start-d < candidate.i)) and\
candidate.chrm == chrm
return neari
def near_j(x,candidate):
chrm = x[0]
start = x[1]
end = x[2]
nearj = ((candidate.orient[1] == '+' and end-lmax < candidate.j and end+d > candidate.j)\
or (candidate.orient[1] == '-' and start+lmax > candidate.j and start-d < candidate.j)) and\
candidate.nextchrm == chrm
return nearj
def spanning(x,candidate):
start = x[1]
end = x[2]
span = start < candidate.i and end > candidate.j
return span
def discs(candidate,barcode):
ds = discs_by_barcode[(candidate.chrm,candidate.nextchrm,barcode)]
ds = [int((read.mapq+read.nextmapq)/2) for read in ds if \
candidate.chrm == read.chrm and candidate.nextchrm == read.nextchrm\
and is_close(candidate.i,read.i,read.orient[0]) and \
is_close(candidate.j,read.j,read.orient[1]) and candidate.orient == read.orient]
return ds
def crossing(start,end,i):
return start < i and end > i
def linked_reads(barcode,chrm,candidate):
span = []
reads = reads_by_LR[(chrm,barcode)]
reads.sort(key = lambda x: x[0])
#chrm,start,end,num,hap,barcode
curr_LR = [0,0,0,[],[],0]
LRs = []
for start,end,hap,mapq in reads:
if curr_LR[0] == 0 or start-curr_LR[2] > d:
if curr_LR[0] != 0 and len(curr_LR[3]) >= min_reads and curr_LR[2]-curr_LR[1] >= min_len:
LRs.append(curr_LR)
curr_LR = [chrm,start,end,[mapq],[hap],barcode]
elif candidate.chrm == candidate.nextchrm and curr_LR[0] != 0 and \
(curr_LR[2] < candidate.i and start > candidate.j):
LRs.append(curr_LR)
curr_LR = [chrm,start,end,[mapq],[hap],barcode]
else:
curr_LR[2] = max(curr_LR[2],end)
curr_LR[3].append(mapq)
curr_LR[4].append(hap)
if curr_LR[0] != 0 and len(curr_LR[3]) >= min_reads and curr_LR[2]-curr_LR[1] >= min_len:
LRs.append(curr_LR)
for i in range(1,len(LRs)):
if LRs[i][1]-LRs[i-1][2] < d:
span.append((max(LRs[i-1][-2]),max(LRs[i][-2])))
return LRs,span
def get_LRs(candidate,barcodes):
CSMs = []
spans = []
for barcode in barcodes:
span = []
LRs,s = linked_reads(barcode,candidate.chrm,candidate)
span += s
if candidate.chrm != candidate.nextchrm:
LRs2,s = linked_reads(barcode,candidate.nextchrm,candidate)
LRs += LRs2
LRs_i,LRs_j = [[],[]]
for x in LRs:
if near_i(x,candidate):
LRs_i = x
elif near_j(x,candidate):
LRs_j = x
if spanning(x,candidate):
span += [(x[-2][0],x[-2][-1])]
if LRs_i and LRs_j and LRs_i[1] < LRs_j[1]:
D = discs(candidate,barcode)
CSM = [LRs_i,D,LRs_j]
CSMs.append(CSM)
spans += span
return CSMs,spans
def get_CSMs(i):
candidate = candidates[i]
break1_barcodes = set(LRs_by_pos[(candidate.chrm,int(candidate.i/R)*R)]+\
LRs_by_pos[(candidate.chrm,int(candidate.i/R)*R-R)]+LRs_by_pos[(candidate.chrm,int(candidate.i/R)*R+R)])
break2_barcodes = set(list(LRs_by_pos[(candidate.nextchrm,int(candidate.j/R)*R)])+\
LRs_by_pos[(candidate.nextchrm,int(candidate.j/R)*R-R)]+LRs_by_pos[(candidate.nextchrm,int(candidate.j/R)*R+R)])
CSMs,spans = get_LRs(candidate,break1_barcodes.intersection(break2_barcodes))
key = (candidate.i,candidate.j,candidate.orient)
return key,CSMs,spans
def parse_CSMs(all_CSMs):
global CSMs_by_cand
for key,CSMs,spans in all_CSMs:
CSMs_by_cand[key] = [CSMs,spans]
def get_all_CSMs():
global CSMs_by_cand
CSMs_by_cand = dict()
if not is_interchrom or NUM_THREADS == 1:
all_CSMs = []
for i in range(len(candidates)):
key,CSMs,spans = get_CSMs(i)
CSMs_by_cand[key] = [CSMs,spans]
elif is_interchrom and NUM_THREADS != 1:
pool = mp.Pool(min(5,NUM_THREADS),maxtasksperchild=1)
map_fn = pool.map
all_CSMs = map_fn(get_CSMs,range(len(candidates)))
parse_CSMs(all_CSMs)
pool.close()
pool.join()
def get_cand_score(cands):
global candidates
candidates = cands
if not is_interchrom or NUM_THREADS == 1:
map_fn = map
elif is_interchrom and NUM_THREADS != 1:
pool = mp.Pool(min(5,NUM_THREADS),maxtasksperchild=1)
map_fn = pool.map
scores = map_fn(score_pair,range(len(candidates)))
if is_interchrom and NUM_THREADS != 1:
pool.close()
pool.join()
rets = []
for best,candidate in scores:
best.get_score()
if best.pairs > 0 and best.score > -float('inf'):
ret = [best.chrm1,best.break1,best.chrm2,best.break2]+['split_mols:'+str(best.pairs)]+['discordants:'+str(best.disc)]+\
['orient:'+candidate.orient,'haps:'+str(best.haps[0])+','+str(best.haps[1]),'score:'+str(best.score)]
rets.append(ret)
return rets
def predict_NAs(reads_by_lr,lrs_by_pos,Discs_by_barcode,candidates,p_len,p_rate,cov,interchrom):
global lmax,plen,prate,discs_by_barcode,LRs_by_pos,chrom_idx,is_interchrom
global LRs_by_pos,reads_by_LR,discs_by_barcode
LRs_by_pos,reads_by_LR,discs_by_barcode = lrs_by_pos,reads_by_lr,Discs_by_barcode
is_interchrom = interchrom
plen = p_len
prate = p_rate
scores = []
scores += get_cand_score(candidates)
scores = [x for x in scores if x]
scores = collapse(scores,threshold(cov))
return scores
| [
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twindb_backup/modifiers/gzip.py | akuzminsky/twindb-mysql-backup | 1 | 14279 | <gh_stars>1-10
# -*- coding: utf-8 -*-
"""
Module defines modifier that compresses a stream with gzip
"""
from contextlib import contextmanager
from subprocess import Popen, PIPE
from twindb_backup.modifiers.base import Modifier
class Gzip(Modifier):
"""
Modifier that compresses the input_stream with gzip.
"""
@contextmanager
def get_stream(self):
"""
Compress the input stream and return it as the output stream
:return: output stream handle
:raise: OSError if failed to call the gzip command
"""
with self.input as input_stream:
proc = Popen(['gzip', '-c', '-'],
stdin=input_stream,
stdout=PIPE)
yield proc.stdout
proc.communicate()
def revert_stream(self):
"""
Decompress the input stream and return it as the output stream
:return: output stream handle
:raise: OSError if failed to call the gpg command
"""
return self._revert_stream(['gunzip', '-c'])
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DataAnalysis/GraphTools/GraphEditingTools.py | AdamSwenson/TwitterProject | 0 | 90832 | """
Tools for editing and reshaping graphs
"""
import networkx as nx
def prune_below_degree(graph, minimum_degree=1):
"""
Trim nodes from graph below threshold
Args:
graph: NetworkX graph object to prune
minimum_degree: Integer of the minimum connections a node must have
Returns:
Filtered graph object
"""
g2 = graph.copy()
d = nx.degree(g2)
for n in g2.nodes():
if d[n] <= minimum_degree: g2.remove_node(n)
return g2
def remove_irrelevant_terms(graph, irrelevant_terms):
"""
This will prune out irrelevant terms and return a copy of the graph without those nodes
Args:
graph: Networkx object
irrelevant_terms: Iterable giving irrelevant terms. Usually ConstantsAndUtilities.Ignore.iterable
Returns:
Pruned graph
"""
graph.remove_nodes_from(irrelevant_terms)
return graph
def merge_nodes(graph, nodes, new_node, attr_dict=None, **attr):
"""
This is a function to merge several nodes into one in a Networkx graph
Merges the selected `nodes` of the graph G into one `new_node`,
meaning that all the edges that pointed to or from one of these
`nodes` will point to or from the `new_node`.
attr_dict and **attr are defined as in `G.add_node`.
"""
G = graph.copy()
G.add_node(new_node, attr_dict, **attr) # Add the 'merged' node
for n1,n2,data in G.edges(data=True):
# For all edges related to one of the nodes to merge,
# make an edge going to or coming from the `new gene`.
if n1 in nodes:
G.add_edge(new_node,n2,data)
elif n2 in nodes:
G.add_edge(n1,new_node,data)
for n in nodes: # remove the merged nodes
G.remove_node(n)
return G
def merge_from_list(graph, merge_dict):
"""
This merges nodes in a graph based on a dictionary giving mappings
Args:
graph: Networkx graph object to modify
merge_dict: A dictionary with the mappings. Usually this is ConstantsAndUtilities.Merge.toMerge
Returns:
Updated graph object
"""
for k in list(merge_dict.keys()):
graph = merge_nodes(graph, merge_dict[k], k)
return graph
if __name__ == '__main__':
pass
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] |
constants.py | andodevel/rmbg | 0 | 178590 | from enum import Enum
class TFLogLevel(Enum):
ALL = '0' # All
WARN = '1' # INFO not printed
ERROR = '2' # INFO and WARN not printed
OFF = '3' # OFF
CPU_DEVICE = "-1"
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Industry_index/indexget.py | wisonhang/Shiny_report | 0 | 100821 | <gh_stars>0
import tushare as ts
import os
import pandas as pd
import numpy as np
from datetime import datetime as dt
from datetime import timedelta
import urllib
import csv
import datetime
import json
import sqlite3
import time
import schedule
os.chdir('/home/dwhang/project/dwhang/Industry_index/')
def index_download(code=''):
hostname=url='http://www.csindex.com.cn/uploads/file/autofile/cons/%s'
dis='/home/dwhang/project/dwhang/Industry_index/content'
tt=code+'cons.xls'
os.chdir(dis)
url=hostname%tt
try:
req = urllib.request.Request(url)
webpage = urllib.request.urlopen(req)
except Exception as e:
print(code +' does not exist')
pass
else:
filename=tt.replace('cons','')
f=open(filename,'wb')
ans = webpage.read()
f.write(ans)
f.close()
temp=pd.read_excel(filename,dtype={'成分券代码Constituent Code':str})
temp=temp.iloc[:,[0,2,4,5]]
temp.columns=['日期','指数名称','成分券代码','成分券名称']
temp=temp.set_index('日期')
temp.to_csv(filename.replace('xls','csv'),encoding='utf-8')
os.remove(filename)
def get_hist_data(code,b):
temp=pd.DataFrame()
try:
temp=ts.get_k_data(code,index=True)
#temp['指数名称']=b
#temp['指数代码']=a
temp=temp.set_index('date')
temp.to_csv(dis+code+'.csv',encoding='utf-8')
except Exception as e:
print(e)
'''
def indexdate_update():
newstart=dt.strptime(pd.read_csv('data/'+
os.listdir('data/')[0])['date'].tail(1).values[0],'%Y-%m-%d')
if dt.now()<=newstart+timedelta(2):
print('Already New data')
else:
for filename in os.listdir('data/'):
new_index=ts.get_k_data(filename.replace('.csv',''),index=True,start=str(newstart+timedelta(1+2/3))
if(new_index.shape[0]==0):
print('no update data')
break
else:
with open('data/'+filename, 'a', newline='') as f:
writer = csv.DictWriter(f, fieldnames=['date', 'open', 'close', 'high', 'low', 'volume', 'code'])
writer.writerows(json.loads(new_index.to_json(orient='records')))
print('finish update',filename)
'''
def historical_intinal():
con=sqlite3.connect('index_database.db')
stock_info=pd.read_csv('index.csv',dtype={'指数代码':str}).set_index('指数代码')
for code in stock_info.index:
try:
temp=ts.get_k_data(code,index=True,start='2006-01-01',pause=1)
temp['date']=temp['date'].map(lambda x: dt.strptime(x,'%Y-%m-%d'))
temp.to_sql(code,con,if_exists='replace',index=False)
except:
print(code)
next
def historical_update():
con=sqlite3.connect('index_database.db')
cursor = con.cursor()
cursor=cursor.execute("SELECT name FROM sqlite_master WHERE type='table'")
tables=list(cursor.fetchall())
weekday=dt.today().weekday()
hour=dt.today().hour
if weekday<=5 & hour <=15 & hour>=9:
print(weekday,hour)
print('It is trading time, please update later')
return
for code_name in tables:
code=code_name[0]
query='select * from "code" order by date desc limit 5'
data=pd.read_sql(query.replace('code',code),con)
start=data.date.head(1).values[0]
try:
temp=ts.get_k_data(code,index=True,start=start)
temp['date']=temp['date'].map(lambda x: dt.strptime(x,'%Y-%m-%d'))
except Exception as e:
print(e)
return
else:
if start in set(temp['date'].astype(str)):
if data.close.head(1)[0]==temp.close.iloc[0]:
temp=temp.drop(temp.index[0])
temp.to_sql(code,con,if_exists='append',index=False)
else:
temp=ts.get_k_data(code,index=True,start='2006-01-01')
temp['date']=temp['date'].map(lambda x: dt.strptime(x,'%Y-%m-%d'))
temp.to_sql(code,con,if_exists='replace',index=False)
elif len(temp)>0:
temp.to_sql(code,con,if_exists='append',index=False)
print(code,start)
def historical_update2():
con=sqlite3.connect('index_database.db')
cursor = con.cursor()
cursor=cursor.execute("SELECT name FROM sqlite_master WHERE type='table'")
tables=list(cursor.fetchall())
weekday=dt.today().weekday()
hour=dt.today().hour+8
if weekday<=5 and hour <=15 and hour>=9:
print(weekday,hour)
print('It is trading time, please update later')
#return
for code_name in tables:
time.sleep(10)
code=code_name[0]
query='select * from "code" order by date desc limit 5'
data=pd.read_sql(query.replace('code',code),con)
start=data.date.head(1).values[0]
try:
temp=ts.get_h_data(code,index=True,start=start,pause=10).reset_index().sort_values('date')
temp['code']=data['code'][0]
temp['volume']=temp['volume']/100
temp=temp.drop('amount',axis=1)
except Exception as e:
print(e)
#return
else:
if start in list(temp['date'].map(lambda x: str(x))):
if np.round(data.close.head(1)[0],2)==np.round(temp.close.iloc[0],2):
temp=temp.drop(temp.index[0])
temp.to_sql(code,con,if_exists='append',index=False)
else:
temp=ts.get_h_data(code,index=True,start='2006-01-01',pause=100).reset_index().sort_values('date')
temp['code']=data['code'][0]
temp['volume']=temp['volume']/100
temp=temp.drop('amount',axis=1)
temp.to_sql(code,con,if_exists='replace',index=False)
elif len(temp)>0:
temp.to_sql(code,con,if_exists='append',index=False)
print(code,start)
def content_update():
index_info=pd.read_csv('index.csv',dtype={'指数代码':str}).指数代码
for code in index_info:
index_download(code=code)
'''
dis=os.getcwd()+'/data/'
data=pd.read_csv('index.csv',index_col=0,dtype={'指数代码':str})
for a in data['指数代码']:
get_hist_data(a,b=None)
'''
if __name__ == "__main__":
#path=os.getcwd()
#os.chdir(path+'/Data')
historical_update()
# schedule.every().day.at('00:00').do(historical_update)
# while True:
# schedule.run_pending()
# time.sleep(10)
#historical_update()
#indexdate_update()
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462,
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29937,
2248,
1256,
29918,
5504,
580,
13,
2
] |
CURSO PYTHON/exerciciosSecao1e2/exe004.py | Sabrinaparussoli/PYTHON | 0 | 171681 | <gh_stars>0
x = 0
soma = 0
i = 0
while x != -1:
x = int(input('digite uma idade: '))
if x != -1:
soma += x
i += 1
print(soma/i) | [
1,
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2
] |
examples/session/session-reservation.py | tdunkle/grpc-device | 0 | 135010 | r"""Initiate a session and exercise some common reservation operations on the session.
This particular example is using NI-SCOPE but the session reservation API should work for any driver
session.
The gRPC API is built from the C API. NI-SCOPE documentation is installed with the driver at:
C:\Program Files (x86)\IVI Foundation\IVI\Drivers\niScope\Documentation\English\Digitizers.chm
A version of this .chm is available online at:
https://zone.ni.com/reference/en-XX/help/370592AB-01/
Getting Started:
To run this example, install "NI-SCOPE Driver" on the server machine:
https://www.ni.com/en-us/support/downloads/drivers/download.ni-scope.html
For instructions on how to use protoc to generate gRPC client interfaces, see our "Creating a gRPC
Client" wiki page:
https://github.com/ni/grpc-device/wiki/Creating-a-gRPC-Client
Refer to the NI-SCOPE gRPC Wiki to determine the valid channel and resource names for your NI-SCOPE
module:
https://github.com/ni/grpc-device/wiki/NI-SCOPE-C-Function-Reference
Running from command line:
Server machine's IP address, port number, and resource name can be passed as separate command line
arguments.
> python session-reservation.py <server_address> <port_number> <resource_name>
If they are not passed in as command line arguments, then by default the server address will be
"localhost:31763", with "SimulatedScope" as the resource name.
"""
import sys
import grpc
import niscope_pb2 as niscope_types
import niscope_pb2_grpc as grpc_niscope
import session_pb2 as session_types
import session_pb2_grpc as grpc_session
SERVER_ADDRESS = "localhost"
SERVER_PORT = "31763"
# Resource name and options for a simulated 5164 client. Change them according to the NI-SCOPE
# model.
RESOURCE = "SimulatedScope"
OPTIONS = "Simulate=1, DriverSetup=Model:5164; BoardType:PXIe"
CLIENT_1_ID = "Client1"
CLIENT_2_ID = "Client2"
# Read in cmd args
if len(sys.argv) >= 2:
SERVER_ADDRESS = sys.argv[1]
if len(sys.argv) >= 3:
SERVER_PORT = sys.argv[2]
if len(sys.argv) >= 4:
RESOURCE = sys.argv[3]
OPTIONS = ""
# Create the communication channel for the remote host and create connections to the NI-SCOPE and
# session services.
channel = grpc.insecure_channel(f"{SERVER_ADDRESS}:{SERVER_PORT}")
niscope_client = grpc_niscope.NiScopeStub(channel)
session_client = grpc_session.SessionUtilitiesStub(channel)
def check_for_error(vi, status):
"""Raise an exception if the status indicates an error."""
if status != 0:
error_message_response = niscope_client.ErrorMessage(
niscope_types.ErrorMessageRequest(vi=vi, error_code=status)
)
raise Exception(error_message_response.error_message)
try:
# Reset server to start in a fresh state.
reset_server_response = session_client.ResetServer(session_types.ResetServerRequest())
assert reset_server_response.is_server_reset
# Open session to NI-SCOPE module with options.
session_name = "NI-Scope-Session-1"
print("\nInitializing session...")
init_with_options_response = niscope_client.InitWithOptions(
niscope_types.InitWithOptionsRequest(
session_name=session_name, resource_name=RESOURCE, id_query=False, option_string=OPTIONS
)
)
vi = init_with_options_response.vi
check_for_error(vi, init_with_options_response.status)
print(f"Session initialized with name {session_name} and id {vi.id}.\n")
# Check if session is reserved by client 1.
# Note: The reservation_id is defined by and has meaning only for the client + Session
# Reservation API.
print(f"Checking if {session_name} is reserved by {CLIENT_1_ID}...")
is_reserved_response = session_client.IsReservedByClient(
session_types.IsReservedByClientRequest(reservation_id=session_name, client_id=CLIENT_1_ID)
)
assert not is_reserved_response.is_reserved
print(f"{session_name} is not reserved by {CLIENT_1_ID}.\n")
# Reserve session for client 1.
print(f"Reserving {session_name} for {CLIENT_1_ID}...")
reserve_response = session_client.Reserve(
session_types.ReserveRequest(reservation_id=session_name, client_id=CLIENT_1_ID)
)
is_reserved = reserve_response.is_reserved
assert is_reserved
is_reserved_by_client1_response = session_client.IsReservedByClient(
session_types.IsReservedByClientRequest(reservation_id=session_name, client_id=CLIENT_1_ID)
)
assert is_reserved_by_client1_response.is_reserved
print(f"{session_name} is reserved by {CLIENT_1_ID}.\n")
# Check reservation on client 2.
print(f"Checking if {session_name} is reserved by {CLIENT_2_ID}...")
is_reserved_by_client2_response = session_client.IsReservedByClient(
session_types.IsReservedByClientRequest(reservation_id=session_name, client_id=CLIENT_2_ID)
)
assert not is_reserved_by_client2_response.is_reserved
print(f"{session_name} is not reserved by {CLIENT_2_ID}.\n")
# Unreserve on client 1.
print(f"Unreserving {session_name} reserved by {CLIENT_1_ID}...")
is_unreserved_response = session_client.Unreserve(
session_types.UnreserveRequest(reservation_id=session_name, client_id=CLIENT_1_ID)
)
assert is_unreserved_response.is_unreserved
is_reserved_by_client1_response = session_client.IsReservedByClient(
session_types.IsReservedByClientRequest(reservation_id=session_name, client_id=CLIENT_1_ID)
)
assert not is_reserved_by_client1_response.is_reserved
print(f"{session_name} is no longer reserved by {CLIENT_1_ID}.\n")
print(f"Reserving {session_name} for {CLIENT_2_ID}...")
reserve_response = session_client.Reserve(
session_types.ReserveRequest(reservation_id=session_name, client_id=CLIENT_2_ID)
)
is_reserved = reserve_response.is_reserved
assert is_reserved
is_reserved_by_client2_response = session_client.IsReservedByClient(
session_types.IsReservedByClientRequest(reservation_id=session_name, client_id=CLIENT_2_ID)
)
assert is_reserved_by_client2_response.is_reserved
print(f"{session_name} is reserved by {CLIENT_2_ID}.\n")
# Reset server.
print(f"Resetting the server...")
reset_server_response = session_client.ResetServer(session_types.ResetServerRequest())
assert reset_server_response.is_server_reset
is_reserved_by_client2_response = session_client.IsReservedByClient(
session_types.IsReservedByClientRequest(reservation_id=session_name, client_id=CLIENT_2_ID)
)
assert not is_reserved_by_client2_response.is_reserved
print(f"All sessions have been closed and reservations have been cleared.\n")
# If NI-SCOPE API or Session API throws an exception, print the error message.
except grpc.RpcError as rpc_error:
error_message = rpc_error.details()
if rpc_error.code() == grpc.StatusCode.UNAVAILABLE:
error_message = f"Failed to connect to server on {SERVER_ADDRESS}:{SERVER_PORT}"
elif rpc_error.code() == grpc.StatusCode.UNIMPLEMENTED:
error_message = (
"The operation is not implemented or is not supported/enabled in this service"
)
print(f"{error_message}")
| [
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syft/utils.py | morgangiraud/PySyft | 1 | 126388 | <filename>syft/utils.py
from IPython.display import display
from IPython.html.widgets import IntProgress, HBox, HTML
import signal
import logging
class Progress(object):
def __init__(self,start,end):
self.pbar = IntProgress(orientation='horizontal',min=start, max=end)
self.ptext = HTML()
# Only way to place text to the right of the bar is to use a container
container = HBox(children=[self.pbar, self.ptext])
display(container)
def update(self,value,stats):
self.pbar.value = value
out = "<div style='margin-left:5px; margin-top:5px;'>"
for stat in stats:
if(stat[0] != ''):
out += "<span style='margin-left:10px'>-</span><span style='margin-left:10px'><font face='courier' size='2'>"+str(stat[0]) + ": "+str(stat[1])+"</font></span>"
else:
out += "<span style='margin-left:10px'>-</span><span style='margin-left:10px'><font face='courier' size='2'>"+str(stat[1])+"</font></span>"
out += "</div>"
self.ptext.value = out
def success(self):
self.pbar.bar_style = 'success'
def info(self):
self.pbar.bar_style = 'info'
def warning(self):
self.pbar.bar_style = 'warning'
def danger(self):
self.pbar.bar_style = 'danger'
def normal(self):
self.pbar.bar_style = ''
# functionality that doesn't let keyboard interrupt break a process
# it's useful for helping things fail gracefully.
class DelayedKeyboardInterrupt(object):
def __enter__(self):
self.signal_received = False
self.old_handler = signal.signal(signal.SIGINT, self.handler)
def handler(self, sig, frame):
self.signal_received = (sig, frame)
logging.debug('SIGINT received. Delaying KeyboardInterrupt.')
def __exit__(self, type, value, traceback):
signal.signal(signal.SIGINT, self.old_handler)
if self.signal_received:
self.old_handler(*self.signal_received) | [
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Sorts.py | rstenmark/SortVisualizer | 1 | 117122 | <reponame>rstenmark/SortVisualizer<gh_stars>1-10
''' Graph2D/Sorts.py
Author: <NAME> <<EMAIL>> (rstenmark.github.io)
Date: May 16, 2019
'''
from random import randint
from sys import maxsize
import BarGraph as bg
def swap(array, i, j):
# Swaps the elements at self.array[i] and self.array[j]
k = array[i]
array[i] = array[j]
array[j] = k
def is_sorted(array, mintomax=True):
arraysz = len(array)
if mintomax is True:
for i in range(1, arraysz):
if array[i] >= array[i-1]:
continue
else:
return False
else:
for i in range(1, arraysz):
if array[i] <= array[i-1]:
continue
else:
return False
return True
def bogosort(bargraph, mintomax=True):
# Get array and array size
array = bargraph.array
arraysz = len(bargraph.array)-1
# Check if array is sorted before doing anything
if is_sorted(array, mintomax):
bargraph.reset_cursors()
return True
# Get cursor position before operation
cursor = bargraph.get_cursor(0)
# Reset all bar colors to white
bargraph.reset_colors()
# Increment cursor position & wrap around
if cursor < arraysz:
bargraph.set_cursor(0, cursor+1)
else:
bargraph.set_cursor(0, 0)
# Determine random element to swap with cursor element
j = randint(0, arraysz)
# Perform swap operation
if not cursor == j:
bargraph.swapWithCursor(0, j)
# Set element at j to green
bargraph.set_cursor(1, j, bg.green)
def bubblesort(bargraph, mintomax=True):
# Get array and array size
array = bargraph.array
arraysz = len(bargraph.array)-1
# Check if array is sorted before doing anything
if is_sorted(array, mintomax):
bargraph.reset_cursors()
return True
# Reset all bar colors to white
bargraph.reset_colors()
# Increment cursor position & wrap around
i = bargraph.get_cursor(0)
if i < arraysz-1:
bargraph.set_cursor(0, i+1)
else:
bargraph.set_cursor(0, 0)
# Set element at j to green
i = bargraph.get_cursor(0)
j = i + 1
bargraph.set_color(j, bg.green)
if mintomax is True:
if array[i] > array[j]:
swap(array, i, j)
else:
if array[i] < array[j]:
swap(array, i, j)
def _sort(bargraph, mintomax=True):
# Get array and array size
array = bargraph.array
arraysz = len(bargraph.array)-1
# Check if array is sorted before doing anything
if is_sorted(array, mintomax):
bargraph.reset_cursors()
return True
bargraph.reset_colors()
i = bargraph.get_cursor(0)
j = bargraph.get_cursor(1)
# If the parent cursor is at the end of array
# Reset both cursors to index 0
if i+1 > arraysz:
i = 0
bargraph.set_cursor(0, i)
bargraph.set_cursor(1, i)
# If search cursor is at the end of array
# Move parent cursor forward and move search cursor to parent
if j+1 > arraysz:
bargraph.set_cursor(0, i+1)
bargraph.set_cursor(1, i+1, bg.green)
j = i+1
# Otherwise move search cursor forward
else:
# Keep parent cursor highlighted
bargraph.set_cursor(0, i)
bargraph.set_cursor(1, j+1, bg.green)
j +=1
if mintomax is True:
if array[i] >= array[j]:
swap(array, i, j)
bargraph.set_cursor(0, i+1)
bargraph.set_cursor(1, i+1)
else:
if array[i] <= array[j]:
swap(array, i, j)
bargraph.set_cursor(0, i+1)
bargraph.set_cursor(1, i+1)
bargraph.update_cursors(2)
def selectionsort(bargraph, mintomax=True):
# Get array and array size
array = bargraph.array
arraysz = len(bargraph.array)-1
# Check if array is sorted before doing anything
if is_sorted(array, mintomax):
bargraph.reset_cursors()
return True
bargraph.reset_colors()
i = bargraph.get_cursor(0)
j = bargraph.get_cursor(1)
if j+1 <= arraysz:
# Haven't searched entire space
# Move search cursor forward
bargraph.set_cursor(1, j+1, bg.green)
j = bargraph.get_cursor(1)
if array[j] <= array[bargraph.get_cursor(2)] and array[j] <= array[i]:
# If array[j] is less than the parent cursor value
# and less than the previous found minimum value
# make it the new minimum value
bargraph.set_cursor(2, j, bg.blue)
else:
# Searched entire space
# Swap the found new minimum with parent cursor
min = bargraph.get_cursor(2)
swap(array, i, min)
bargraph.set_cursor(2, i+1, bg.blue)
bargraph.set_cursor(1, i+1, bg.green)
bargraph.set_cursor(0, i+1)
bargraph.update_cursors(3) | [
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] |
functions_advanced/exercise/02_odd_or_even.py | Galchov/python-advanced | 0 | 112516 | <reponame>Galchov/python-advanced
command = input()
numbers_sequence = [int(x) for x in input().split()]
odd_numbers = []
even_numbers = []
for number in numbers_sequence:
if number % 2 == 0:
even_numbers.append(number)
else:
odd_numbers.append(number)
if command == 'Odd':
print(sum(odd_numbers) * len(numbers_sequence))
elif command == 'Even':
print(sum(even_numbers) * len(numbers_sequence))
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etl/parsers/etw/Microsoft_Windows_WiFiHotspotService.py | IMULMUL/etl-parser | 104 | 83706 | <reponame>IMULMUL/etl-parser<gh_stars>100-1000
# -*- coding: utf-8 -*-
"""
Microsoft-Windows-WiFiHotspotService
GUID : 814182fe-58f7-11e1-853c-78e7d1ca7337
"""
from construct import Int8sl, Int8ul, Int16ul, Int16sl, Int32sl, Int32ul, Int64sl, Int64ul, Bytes, Double, Float32l, Struct
from etl.utils import WString, CString, SystemTime, Guid
from etl.dtyp import Sid
from etl.parsers.etw.core import Etw, declare, guid
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1003, version=0)
class Microsoft_Windows_WiFiHotspotService_1003_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1004, version=0)
class Microsoft_Windows_WiFiHotspotService_1004_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1005, version=0)
class Microsoft_Windows_WiFiHotspotService_1005_0(Etw):
pattern = Struct(
"Ptr1" / Int64ul,
"Ptr2" / Int64ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1006, version=0)
class Microsoft_Windows_WiFiHotspotService_1006_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1007, version=0)
class Microsoft_Windows_WiFiHotspotService_1007_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1008, version=0)
class Microsoft_Windows_WiFiHotspotService_1008_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1009, version=0)
class Microsoft_Windows_WiFiHotspotService_1009_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1010, version=0)
class Microsoft_Windows_WiFiHotspotService_1010_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1011, version=0)
class Microsoft_Windows_WiFiHotspotService_1011_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=1012, version=0)
class Microsoft_Windows_WiFiHotspotService_1012_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=2000, version=0)
class Microsoft_Windows_WiFiHotspotService_2000_0(Etw):
pattern = Struct(
"uString1" / WString,
"uString2" / WString,
"Dword1" / Int32ul,
"Dword2" / Int32ul,
"Dword3" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=3000, version=0)
class Microsoft_Windows_WiFiHotspotService_3000_0(Etw):
pattern = Struct(
"Dword1" / Int32ul,
"Dword2" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=3001, version=0)
class Microsoft_Windows_WiFiHotspotService_3001_0(Etw):
pattern = Struct(
"Ptr" / Int64ul,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=3002, version=0)
class Microsoft_Windows_WiFiHotspotService_3002_0(Etw):
pattern = Struct(
"Ptr" / Int64ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=3003, version=0)
class Microsoft_Windows_WiFiHotspotService_3003_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=3004, version=0)
class Microsoft_Windows_WiFiHotspotService_3004_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=4000, version=0)
class Microsoft_Windows_WiFiHotspotService_4000_0(Etw):
pattern = Struct(
"aString" / CString
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=4001, version=0)
class Microsoft_Windows_WiFiHotspotService_4001_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=4002, version=0)
class Microsoft_Windows_WiFiHotspotService_4002_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=4003, version=0)
class Microsoft_Windows_WiFiHotspotService_4003_0(Etw):
pattern = Struct(
"Dword1" / Int32ul,
"Dword2" / Int32ul,
"aString1" / CString,
"Dword3" / Int32ul,
"Dword4" / Int32ul,
"Dword5" / Int32ul,
"uString1" / WString
)
@declare(guid=guid("814182fe-58f7-11e1-853c-78e7d1ca7337"), event_id=4004, version=0)
class Microsoft_Windows_WiFiHotspotService_4004_0(Etw):
pattern = Struct(
"uString" / WString,
"Dword" / Int32ul
)
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] |
Twitter file.py | Vishal313-m/Live-Sentiment-analysis | 0 | 57734 | from tweepy import Stream
from tweepy import OAuthHandler
from tweepy.streaming import StreamListener
import time
import json
import sentiment_mod as s
#consumer key, consumer secret, access token, access secret.
ckey="<KEY>"
csecret="<KEY>"
atoken="<KEY>"
asecret="<KEY>"
class listener(StreamListener):
def on_data(self, data):
all_data = json.loads(data)
tweet = all_data["text"]
sentiment_value, confidence = s.sentiment(tweet)
print(tweet,sentiment_value,confidence)
time.sleep(1)
print("NO")
#if confidence*100 >= 80:
output = open("Live Sentiment Analysis/twitter-out.txt","a")
output.write(sentiment_value)
output.write('\n')
output.close()
return True
def on_error(self, status):
print(status)
auth = OAuthHandler(ckey, csecret)
auth.set_access_token(atoken, asecret)
twitterStream = Stream(auth, listener())
twitterStream.filter(track=["happy"]) | [
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matplotlib_venn/_venn2.py | TRuikes/matplotlib-venn | 306 | 32134 | <gh_stars>100-1000
'''
Venn diagram plotting routines.
Two-circle venn plotter.
Copyright 2012, <NAME>.
http://kt.era.ee/
Licensed under MIT license.
'''
# Make sure we don't try to do GUI stuff when running tests
import sys, os
if 'py.test' in os.path.basename(sys.argv[0]): # (XXX: Ugly hack)
import matplotlib
matplotlib.use('Agg')
import numpy as np
import warnings
from collections import Counter
from matplotlib.patches import Circle
from matplotlib.colors import ColorConverter
from matplotlib.pyplot import gca
from matplotlib_venn._math import *
from matplotlib_venn._common import *
from matplotlib_venn._region import VennCircleRegion
def compute_venn2_areas(diagram_areas, normalize_to=1.0):
'''
The list of venn areas is given as 3 values, corresponding to venn diagram areas in the following order:
(Ab, aB, AB) (i.e. last element corresponds to the size of intersection A&B&C).
The return value is a list of areas (A, B, AB), such that the total area is normalized
to normalize_to. If total area was 0, returns (1e-06, 1e-06, 0.0)
Assumes all input values are nonnegative (to be more precise, all areas are passed through and abs() function)
>>> compute_venn2_areas((1, 1, 0))
(0.5, 0.5, 0.0)
>>> compute_venn2_areas((0, 0, 0))
(1e-06, 1e-06, 0.0)
>>> compute_venn2_areas((1, 1, 1), normalize_to=3)
(2.0, 2.0, 1.0)
>>> compute_venn2_areas((1, 2, 3), normalize_to=6)
(4.0, 5.0, 3.0)
'''
# Normalize input values to sum to 1
areas = np.array(np.abs(diagram_areas), float)
total_area = np.sum(areas)
if np.abs(total_area) < tol:
warnings.warn("Both circles have zero area")
return (1e-06, 1e-06, 0.0)
else:
areas = areas / total_area * normalize_to
return (areas[0] + areas[2], areas[1] + areas[2], areas[2])
def solve_venn2_circles(venn_areas):
'''
Given the list of "venn areas" (as output from compute_venn2_areas, i.e. [A, B, AB]),
finds the positions and radii of the two circles.
The return value is a tuple (coords, radii), where coords is a 2x2 array of coordinates and
radii is a 2x1 array of circle radii.
Assumes the input values to be nonnegative and not all zero.
In particular, the first two values must be positive.
>>> c, r = solve_venn2_circles((1, 1, 0))
>>> np.round(r, 3).tolist()
[0.564, 0.564]
>>> c, r = solve_venn2_circles(compute_venn2_areas((1, 2, 3)))
>>> np.round(r, 3).tolist()
[0.461, 0.515]
'''
(A_a, A_b, A_ab) = list(map(float, venn_areas))
r_a, r_b = np.sqrt(A_a / np.pi), np.sqrt(A_b / np.pi)
radii = np.array([r_a, r_b])
if A_ab > tol:
# Nonzero intersection
coords = np.zeros((2, 2))
coords[1][0] = find_distance_by_area(radii[0], radii[1], A_ab)
else:
# Zero intersection
coords = np.zeros((2, 2))
coords[1][0] = radii[0] + radii[1] + max(np.mean(radii) * 1.1, 0.2) # The max here is needed for the case r_a = r_b = 0
coords = normalize_by_center_of_mass(coords, radii)
return (coords, radii)
def compute_venn2_regions(centers, radii):
'''
Returns a triple of VennRegion objects, describing the three regions of the diagram, corresponding to sets
(Ab, aB, AB)
>>> centers, radii = solve_venn2_circles((1, 1, 0.5))
>>> regions = compute_venn2_regions(centers, radii)
'''
A = VennCircleRegion(centers[0], radii[0])
B = VennCircleRegion(centers[1], radii[1])
Ab, AB = A.subtract_and_intersect_circle(B.center, B.radius)
aB, _ = B.subtract_and_intersect_circle(A.center, A.radius)
return (Ab, aB, AB)
def compute_venn2_colors(set_colors):
'''
Given two base colors, computes combinations of colors corresponding to all regions of the venn diagram.
returns a list of 3 elements, providing colors for regions (10, 01, 11).
>>> str(compute_venn2_colors(('r', 'g'))).replace(' ', '')
'(array([1.,0.,0.]),array([0.,0.5,0.]),array([0.7,0.35,0.]))'
'''
ccv = ColorConverter()
base_colors = [np.array(ccv.to_rgb(c)) for c in set_colors]
return (base_colors[0], base_colors[1], mix_colors(base_colors[0], base_colors[1]))
def compute_venn2_subsets(a, b):
'''
Given two set or Counter objects, computes the sizes of (a & ~b, b & ~a, a & b).
Returns the result as a tuple.
>>> compute_venn2_subsets(set([1,2,3,4]), set([2,3,4,5,6]))
(1, 2, 3)
>>> compute_venn2_subsets(Counter([1,2,3,4]), Counter([2,3,4,5,6]))
(1, 2, 3)
>>> compute_venn2_subsets(Counter([]), Counter([]))
(0, 0, 0)
>>> compute_venn2_subsets(set([]), set([]))
(0, 0, 0)
>>> compute_venn2_subsets(set([1]), set([]))
(1, 0, 0)
>>> compute_venn2_subsets(set([1]), set([1]))
(0, 0, 1)
>>> compute_venn2_subsets(Counter([1]), Counter([1]))
(0, 0, 1)
>>> compute_venn2_subsets(set([1,2]), set([1]))
(1, 0, 1)
>>> compute_venn2_subsets(Counter([1,1,2,2,2]), Counter([1,2,3,3]))
(3, 2, 2)
>>> compute_venn2_subsets(Counter([1,1,2]), Counter([1,2,2]))
(1, 1, 2)
>>> compute_venn2_subsets(Counter([1,1]), set([]))
Traceback (most recent call last):
...
ValueError: Both arguments must be of the same type
'''
if not (type(a) == type(b)):
raise ValueError("Both arguments must be of the same type")
set_size = len if type(a) != Counter else lambda x: sum(x.values()) # We cannot use len to compute the cardinality of a Counter
return (set_size(a - b), set_size(b - a), set_size(a & b))
def venn2_circles(subsets, normalize_to=1.0, alpha=1.0, color='black', linestyle='solid', linewidth=2.0, ax=None, **kwargs):
'''
Plots only the two circles for the corresponding Venn diagram.
Useful for debugging or enhancing the basic venn diagram.
parameters ``subsets``, ``normalize_to`` and ``ax`` are the same as in venn2()
``kwargs`` are passed as-is to matplotlib.patches.Circle.
returns a list of three Circle patches.
>>> c = venn2_circles((1, 2, 3))
>>> c = venn2_circles({'10': 1, '01': 2, '11': 3}) # Same effect
>>> c = venn2_circles([set([1,2,3,4]), set([2,3,4,5,6])]) # Also same effect
'''
if isinstance(subsets, dict):
subsets = [subsets.get(t, 0) for t in ['10', '01', '11']]
elif len(subsets) == 2:
subsets = compute_venn2_subsets(*subsets)
areas = compute_venn2_areas(subsets, normalize_to)
centers, radii = solve_venn2_circles(areas)
if ax is None:
ax = gca()
prepare_venn_axes(ax, centers, radii)
result = []
for (c, r) in zip(centers, radii):
circle = Circle(c, r, alpha=alpha, edgecolor=color, facecolor='none', linestyle=linestyle, linewidth=linewidth, **kwargs)
ax.add_patch(circle)
result.append(circle)
return result
def venn2(subsets, set_labels=('A', 'B'), set_colors=('r', 'g'), alpha=0.4, normalize_to=1.0, ax=None, subset_label_formatter=None):
'''Plots a 2-set area-weighted Venn diagram.
The subsets parameter can be one of the following:
- A list (or a tuple) containing two set objects.
- A dict, providing sizes of three diagram regions.
The regions are identified via two-letter binary codes ('10', '01', and '11'), hence a valid set could look like:
{'10': 10, '01': 20, '11': 40}. Unmentioned codes are considered to map to 0.
- A list (or a tuple) with three numbers, denoting the sizes of the regions in the following order:
(10, 01, 11)
``set_labels`` parameter is a list of two strings - set labels. Set it to None to disable set labels.
The ``set_colors`` parameter should be a list of two elements, specifying the "base colors" of the two circles.
The color of circle intersection will be computed based on those.
The ``normalize_to`` parameter specifies the total (on-axes) area of the circles to be drawn. Sometimes tuning it (together
with the overall fiture size) may be useful to fit the text labels better.
The return value is a ``VennDiagram`` object, that keeps references to the ``Text`` and ``Patch`` objects used on the plot
and lets you know the centers and radii of the circles, if you need it.
The ``ax`` parameter specifies the axes on which the plot will be drawn (None means current axes).
The ``subset_label_formatter`` parameter is a function that can be passed to format the labels
that describe the size of each subset.
>>> from matplotlib_venn import *
>>> v = venn2(subsets={'10': 1, '01': 1, '11': 1}, set_labels = ('A', 'B'))
>>> c = venn2_circles(subsets=(1, 1, 1), linestyle='dashed')
>>> v.get_patch_by_id('10').set_alpha(1.0)
>>> v.get_patch_by_id('10').set_color('white')
>>> v.get_label_by_id('10').set_text('Unknown')
>>> v.get_label_by_id('A').set_text('Set A')
You can provide sets themselves rather than subset sizes:
>>> v = venn2(subsets=[set([1,2]), set([2,3,4,5])], set_labels = ('A', 'B'))
>>> c = venn2_circles(subsets=[set([1,2]), set([2,3,4,5])], linestyle='dashed')
>>> print("%0.2f" % (v.get_circle_radius(1)/v.get_circle_radius(0)))
1.41
'''
if isinstance(subsets, dict):
subsets = [subsets.get(t, 0) for t in ['10', '01', '11']]
elif len(subsets) == 2:
subsets = compute_venn2_subsets(*subsets)
if subset_label_formatter is None:
subset_label_formatter = str
areas = compute_venn2_areas(subsets, normalize_to)
centers, radii = solve_venn2_circles(areas)
regions = compute_venn2_regions(centers, radii)
colors = compute_venn2_colors(set_colors)
if ax is None:
ax = gca()
prepare_venn_axes(ax, centers, radii)
# Create and add patches and subset labels
patches = [r.make_patch() for r in regions]
for (p, c) in zip(patches, colors):
if p is not None:
p.set_facecolor(c)
p.set_edgecolor('none')
p.set_alpha(alpha)
ax.add_patch(p)
label_positions = [r.label_position() for r in regions]
subset_labels = [ax.text(lbl[0], lbl[1], subset_label_formatter(s), va='center', ha='center') if lbl is not None else None for (lbl, s) in zip(label_positions, subsets)]
# Position set labels
if set_labels is not None:
padding = np.mean([r * 0.1 for r in radii])
label_positions = [centers[0] + np.array([0.0, - radii[0] - padding]),
centers[1] + np.array([0.0, - radii[1] - padding])]
labels = [ax.text(pos[0], pos[1], txt, size='large', ha='right', va='top') for (pos, txt) in zip(label_positions, set_labels)]
labels[1].set_ha('left')
else:
labels = None
return VennDiagram(patches, subset_labels, labels, centers, radii)
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src/main/java/refactoringminer/python/typeinference/pythonscripts/CheckTypeString.py | maldil/RefactoringMiner | 6 | 1615026 | <reponame>maldil/RefactoringMiner<filename>src/main/java/refactoringminer/python/typeinference/pythonscripts/CheckTypeString.py<gh_stars>1-10
from __future__ import print_function
import ast
import json
import textwrap
from pytype import config
from pytype.tools.annotate_ast import annotate_ast
pytype_out_path = '/pytype_output/.pytype/'
def annotate(source,file_name):
source = textwrap.dedent(source.lstrip('\n'))
ast_factory = lambda unused_options: ast
# pytype_options = config.Options.create(python_version=(3,7),nofail=True,protocols=True,no_report_errors=True,keep_going=True,
# imports_map=pytype_out_path+'/imports/'+file_name)
pytype_options = config.Options.create(python_version=(3,7),nofail=True,protocols=True,
imports_map=pytype_out_path+'/imports/'+file_name)
module = annotate_ast.annotate_source(source, ast_factory, pytype_options)
return module
def get_annotations_dict( module,empty_line):
return [{"lineNumber":_get_node_key(node)[0]+empty_line,"col_offset":_get_node_key(node)[1],"nodeName":_get_node_key(node)[2],"type":node.resolved_annotation}
for node in ast.walk(module)
if hasattr(node, 'resolved_type')]
def _get_node_key(node):
# AST Name = node.__class__.__name__
base = (node.lineno,node.col_offset)
if isinstance(node, ast.Name):
return base + (node.id,)
elif isinstance(node, ast.Attribute):
return base + (node.attr,)
elif isinstance(node, ast.FunctionDef):
return base + (node.name,)
elif isinstance(node, ast.Param):
return base + (node.name,)
else:
return base
if __name__ == '__main__':
module = annotate("xxx={1:'3',1:3}",'test4.imports')
dic_str = get_annotations_dict(module,0)
# print(dic_str)
json_object = json.dumps(dic_str)
print(json_object)
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] |
applications/nationality/management/commands/LoadNumbering.py | dev-easyshares/mighty | 0 | 141551 | <reponame>dev-easyshares/mighty<gh_stars>0
from django.conf import settings
from mighty.management import ModelBaseCommand
from mighty.models import Nationality
from mighty.applications.nationality.apps import NationalityConfig as conf
import os.path
class Command(ModelBaseCommand):
def get_queryset(self, *args, **kwargs):
from phonenumbers.data import _COUNTRY_CODE_TO_REGION_CODE
qs = []
for prefix, values in _COUNTRY_CODE_TO_REGION_CODE.items():
for value in values:
qs.append({"alpha": value, "numbering": prefix})
return qs
def on_object(self, obj):
try:
nat = Nationality.objects.get(alpha2__iexact=obj["alpha"])
nat.numbering = obj["numbering"]
nat.save()
except Nationality.DoesNotExist:
self.errors.append(obj)
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] |
routes/web.py | girardinsamuel/api | 12 | 73729 | """ Web Routes """
from masonite.routes import Get, Post
from src.api.routes import JWTRoutes, TokenRoutes
from app.resources.UserResource import UserResource
ROUTES = [
Get().route('/', 'WelcomeController@show').name('welcome'),
UserResource('/api/user').routes(),
TokenRoutes('/token'),
JWTRoutes('/authorize'),
]
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Chapter 6/09 - The built-in multiprocessing module/basic_multiprocessing.py | moseskim/Expert-Python-Programming-Fourth-Edition | 0 | 8347 | <filename>Chapter 6/09 - The built-in multiprocessing module/basic_multiprocessing.py
"""
"멀티프로세싱"절 예시
`multiprocessing` 모듈을 이용해 새로운 프로세스들을
생성하는 방법을 설명한다.
"""
from multiprocessing import Process
import os
def work(identifier):
print(f'Hey, I am the process ' f'{identifier}, pid: {os.getpid()}')
def main():
processes = [Process(target=work, args=(number,)) for number in range(5)]
for process in processes:
process.start()
while processes:
processes.pop().join()
if __name__ == "__main__":
main()
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] |
ava_cmds.py | fossabot/ava | 0 | 117329 | """
AVA's primary commands file
Located here are all of AVA's core commands
"""
def speak(text=None):
"""
The voice of AVA
"""
import pyttsx3
# Initialize the engine
engine = pyttsx3.init(driverName=None, debug=True)
# Get and set female voice, because in this case Ava is a female.
voices = engine.getProperty('voices')
engine.setProperty('voice', voices[1].id)
# Speak
engine.say(text)
# TODO Find and use a none blocking method so that commands can be cancelled
# TODO Find a way to chose blocking and non-blocking based on circumstances.
# (Programmer choice? Automatic Choice?)
# Blocking method! Process all queued TTS commands
engine.runAndWait()
def check_internet_connectivity():
"""
Check if you're connected to the internet
Returns True if connected, False if anything else
"""
import requests
try:
requests.get("http://google.com")
return True
except requests.ConnectionError:
return False
def questions(question=None):
"""
docstring
"""
# TODO "AVA, add the phrase <PHRASE> to the question <QUESTION>""
print(question)
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storm_analysis/sa_library/analysis_io.py | bintulab/storm-analysis | 0 | 129904 | #/usr/bin/env python
"""
Input/Output classes that are used by 3D-DAOSTORM, sCMOS, Spliner
and Multiplane analysis.
Hazen 09/17
"""
import numpy
import os
import sys
from xml.etree import ElementTree
import storm_analysis.sa_library.datareader as datareader
import storm_analysis.sa_library.parameters as params
import storm_analysis.sa_library.readinsight3 as readinsight3
import storm_analysis.sa_library.sa_h5py as saH5Py
import storm_analysis.sa_library.static_background as static_background
import storm_analysis.sa_library.writeinsight3 as writeinsight3
class AnalysisIOException(Exception):
pass
def isLatestFormat(filename):
"""
Returns True if the calibration file is the latest format. This
is mostly used for testing.
"""
data = numpy.load(filename, allow_pickle = True)
return (len(data) == 5) and (data[4] == 2)
def loadCMOSCalibration(filename, verbose = False):
"""
CMOS calibration file reader. This will return the CMOS calibration
data as a list [offset, variance, gain, rqe].
offset - Pixel offset in units of ADU.
variance - Pixel variance in units of ADU*ADU.
gain - Pixel gain in units of ADU / photo-electron (e-).
rqe - Pixel relative quantum efficiency, dimensionless, it should be around 1.0.
filename - The name of calibration file. This should have been saved
using numpy.save.
"""
data = numpy.load(filename, allow_pickle = True)
# Check for v0 format.
if (len(data) == 3):
if verbose:
print("Version 0 sCMOS calibration file detected! Transposing!")
rqe = numpy.ones_like(data[0])
data = list(data) + [rqe]
return map(numpy.transpose, data)
# Check for v1 format.
elif (len(data) == 4):
if verbose:
print("Version 1 sCMOS calibration file detected! Using 1.0 for relative QE array!")
# v1 format.
if (data[3] == 1):
rqe = numpy.ones_like(data[0])
temp = list(data[:3])
temp.append(rqe)
return temp
# Check for v2 format.
elif (len(data) == 5):
# v2 format.
if (data[4] == 2):
return list(data[:4])
raise AnalysisIOException("Unknown sCMOS data format.")
class DataWriter(object):
"""
Encapsulate saving the output of the peak finder/fitter.
"""
def __init__(self, data_file = None, **kwds):
super(DataWriter, self).__init__(**kwds)
self.filename = data_file
self.n_added = 0
self.start_frame = -1
self.total_peaks = 0
def addPeaks(self, peaks, movie_reader):
self.n_added = peaks["x"].size
self.total_peaks += self.n_added
def getNumberAdded(self):
return self.n_added
def getFilename(self):
return self.filename
def getStartFrame(self):
return self.start_frame
def getTotalPeaks(self):
return self.total_peaks
class DataWriterHDF5(DataWriter):
"""
Encapsulate saving the output of the peak finder/fitter to a HDF5 file.
"""
def __init__(self, parameters = None, sa_type = None, **kwds):
super(DataWriterHDF5, self).__init__(**kwds)
self.movie_info_set = False
if os.path.exists(self.filename):
print("Existing analysis file found. Restarting from last analyzed frame.")
self.h5 = saH5Py.SAH5Py(filename = self.filename)
self.movie_info_set = True
# Find the last frame that we analyzed.
i = self.h5.getMovieLength()
while (i > 0):
if self.h5.isAnalyzed(i):
break
i -= 1
self.start_frame = i
else:
self.h5 = saH5Py.SAH5Py(filename = self.filename,
is_existing = False,
sa_type = sa_type)
# Save analysis parameters.
etree = parameters.toXMLElementTree(False)
if (sys.version_info > (3, 0)):
self.h5.addMetadata(ElementTree.tostring(etree, 'unicode'))
else:
self.h5.addMetadata(ElementTree.tostring(etree, 'ISO-8859-1'))
# Save pixel size.
self.h5.setPixelSize(parameters.getAttr("pixel_size"))
self.h5.setAnalysisFinished(False)
def addPeaks(self, peaks, movie_reader):
super(DataWriterHDF5, self).addPeaks(peaks, movie_reader)
if not self.movie_info_set:
self.h5.addMovieInformation(movie_reader)
self.movie_info_set = True
self.h5.addLocalizations(peaks, movie_reader.getCurrentFrameNumber())
def close(self, finished):
self.h5.setAnalysisFinished(finished)
self.h5.close(verbose = True)
class DataWriterI3(DataWriter):
"""
Encapsulate saving the output of the peak finder/fitter to an Insight3 format file.
Note: This format is deprecated.
"""
def __init__(self, parameters = None, **kwds):
super(DataWriterI3, self).__init__(**kwds)
raise Exception("Using the Insight3 format for analysis is deprecated!")
self.pixel_size = parameters.getAttr("pixel_size")
#
# If the i3 file already exists, read it in, write it
# out to prepare for starting the analysis from the
# end of what currently exists.
#
# FIXME: If the existing file is really large there
# could be problems here as we're going to load
# the whole thing into memory.
#
if(os.path.exists(self.filename)):
print("Found", self.filename)
i3data_in = readinsight3.loadI3File(self.filename)
if (i3data_in is None) or (i3data_in.size == 0):
self.start_frame = 0
else:
self.start_frame = int(numpy.max(i3data_in['fr']))
print(" Starting analysis at frame:", self.start_frame)
self.i3data = writeinsight3.I3Writer(self.filename)
if (self.start_frame > 0):
self.i3data.addMolecules(i3data_in)
self.total_peaks = i3data_in['x'].size
else:
self.start_frame = 0
self.i3data = writeinsight3.I3Writer(self.filename)
def addPeaks(self, peaks, movie_reader):
super(DataWriterI3, self).addPeaks(peaks, movie_reader)
self.i3data.addMultiFitMolecules(peaks,
movie_reader.getMovieX(),
movie_reader.getMovieY(),
movie_reader.getCurrentFrameNumber(),
self.pixel_size)
def close(self, metadata = None):
if metadata is None:
self.i3data.close()
else:
self.i3data.closeWithMetadata(metadata)
class FrameReader(object):
"""
Wraps datareader.Reader, converts frames from ADU to photo-electrons.
"""
def __init__(self, movie_file = None, parameters = None, **kwds):
super(FrameReader, self).__init__(**kwds)
self.gain = None
self.offset = None
self.parameters = parameters
self.rqe = 1.0
self.verbose = 1
if self.parameters is not None:
self.verbose = (self.parameters.getAttr("verbosity") == 1)
self.movie_data = datareader.inferReader(movie_file)
def close(self):
self.movie_data.close()
def filmSize(self):
return self.movie_data.filmSize()
def hashID(self):
return self.movie_data.hashID()
def loadAFrame(self, frame_number):
# Load frame.
frame = self.movie_data.loadAFrame(frame_number)
# Convert from ADU to photo-electrons and correct for RQE.
frame = (frame - self.offset) * (self.gain * self.rqe)
# Set all values less than 1.0 to 1.0 as we are doing MLE fitting which
# has zero tolerance for negative numbers..
#
mask = (frame < 1.0)
if (numpy.sum(mask) > 0):
if self.verbose:
print(" Removing values < 1.0 in frame {0:0d}".format(frame_number))
frame[mask] = 1.0
return frame
class FrameReaderStd(FrameReader):
"""
Read frames from a 'standard' (as opposed to sCMOS) camera.
Note: Gain is in units of ADU / photo-electrons.
"""
def __init__(self, camera_gain = None, camera_offset = None, **kwds):
super(FrameReaderStd, self).__init__(**kwds)
if camera_gain is None:
self.gain = 1.0/self.parameters.getAttr("camera_gain")
self.offset = self.parameters.getAttr("camera_offset")
else:
self.gain = 1.0/camera_gain
self.offset = camera_offset
class FrameReaderSCMOS(FrameReader):
"""
Read frames from a sCMOS camera.
Note: Gain is in units of ADU / photo-electrons.
"""
def __init__(self, calibration_file = None, **kwds):
super(FrameReaderSCMOS, self).__init__(**kwds)
if calibration_file is None:
[self.offset, variance, gain, rqe] = loadCMOSCalibration(self.parameters.getAttr("camera_calibration"),
verbose = True)
else:
[self.offset, variance, gain, rqe] = loadCMOSCalibration(calibration_file,
verbose = True)
self.gain = 1.0/gain
self.rqe = 1.0/rqe
class MovieReader(object):
"""
Encapsulate getting the frames of a movie from a datareader.Reader, handling
static_background, which frame to start on, etc...
The primary reason for using a class like this is to add the flexibility
necessary in order to make the peakFinding() function also work with
multi-channel data / analysis.
"""
def __init__(self, frame_reader = None, parameters = None, **kwds):
super(MovieReader, self).__init__(**kwds)
self.background = None
self.bg_estimator = None
self.cur_frame = -1
self.frame_reader = frame_reader
self.frame = None
self.max_frame = None
[self.movie_x, self.movie_y, self.movie_l] = frame_reader.filmSize()
self.parameters = parameters
def close(self):
self.frame_reader.close()
def getBackground(self):
return self.background
def getCurrentFrameNumber(self):
return self.cur_frame
def getFrame(self):
return self.frame
def getMovieL(self):
return self.movie_l
def getMovieX(self):
return self.movie_x
def getMovieY(self):
return self.movie_y
def hashID(self):
return self.frame_reader.hashID()
def nextFrame(self):
self.cur_frame += 1
if (self.cur_frame < self.max_frame):
# Update background estimate.
if self.bg_estimator is not None:
self.background = self.bg_estimator.estimateBG(self.cur_frame)
# Load frame.
self.frame = self.frame_reader.loadAFrame(self.cur_frame)
return True
else:
return False
def setup(self, start_frame):
# Figure out where to start.
self.cur_frame = start_frame
if self.parameters.hasAttr("start_frame"):
if (self.parameters.getAttr("start_frame") > self.cur_frame):
if (self.parameters.getAttr("start_frame") < self.movie_l):
self.cur_frame = self.parameters.getAttr("start_frame") - 1
# Figure out where to stop.
self.max_frame = self.movie_l
if self.parameters.hasAttr("max_frame"):
if (self.parameters.getAttr("max_frame") > 0):
if (self.parameters.getAttr("max_frame") < self.movie_l):
self.max_frame = self.parameters.getAttr("max_frame")
# Configure background estimator, if any.
if (self.parameters.getAttr("static_background_estimate", 0) > 0):
print("Using static background estimator.")
s_size = self.parameters.getAttr("static_background_estimate")
self.bg_estimator = static_background.StaticBGEstimator(self.frame_reader,
start_frame = self.cur_frame,
sample_size = s_size)
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lewis_emulators/neocera_ltc21/constants.py | ISISComputingGroup/EPICS-DeviceEmulator | 2 | 166595 | <reponame>ISISComputingGroup/EPICS-DeviceEmulator
"""
Constants associated with the NEOCERA.
"""
# Index in the arrays of the heater output
HEATER_INDEX = 0
# Index in the arrays of the analog output
ANALOG_INDEX = 1
# Minimum allowed output control type for the output index (see self.control)
CONTROL_TYPE_MIN = [0, 3]
# Maximum allowed output control type for the output index (see self.control)
CONTROL_TYPE_MAX = [5, 6]
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project1/srv/api/user.py | mission-liao/flask_template | 0 | 121733 | from __future__ import absolute_import
from flask import Blueprint, request, jsonify
from flask.views import MethodView
from flask.ext.login import login_user, logout_user, login_required, current_user
from sqlalchemy.exc import IntegrityError
from ..api import sql, app
from ..utils import hash_password
from ...srv import model
resource_user = Blueprint('user', __name__)
class UserView(MethodView):
""" User resource
"""
def post(self):
""" submit function to create new user.
"""
status_code = 200
err = ''
# create User object
# TODO: input validation
u = model.Users(
email=request.form['email'],
password=<PASSWORD>_password(request.form['password'], app.secret_key)
)
sql.session.add(u)
try:
sql.session.commit()
except IntegrityError:
# the email already used
sql.session.rollback()
# error code for conflict
status_code = 409
err = "this email already exists"
if err == '':
# perform login when new account created
login_user(u)
return jsonify(id=u.id, error=err), status_code
@login_required
def delete(self):
""" delete user """
# TODO: should we allow user to be deleted?
# make sure that user exists
q = sql.session.query(model.Users).filter(model.Users.email == current_user.email)
if q.count() == 0:
return '', 404
u = q.first()
# make sure password ok
if hash_password(request.args.get('password'), app.secret_key) != u.password:
return '', 401
logout_user()
# delete User
sql.session.delete(u)
sql.session.commit()
return '', 200
resource_user.add_url_rule('/r/user/', view_func=UserView.as_view('res-user'), methods=['GET', 'POST', 'DELETE'])
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savu/plugins/utils.py | elainehoml/Savu | 39 | 147875 | <filename>savu/plugins/utils.py
# Copyright 2014 Diamond Light Source Ltd.
#
# 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.
"""
.. module:: utils
:platform: Unix
:synopsis: Utilities for plugin management
.. moduleauthor:: <NAME> <<EMAIL>>
"""
import os
import re
import sys
import ast
import logging
import savu
import importlib
import inspect
import itertools
from collections import OrderedDict
import numpy as np
from savu.plugins.loaders.utils.my_safe_constructor import MySafeConstructor
# can I remove these from here?
load_tools = {}
plugins = {}
plugins_path = {}
dawn_plugins = {}
count = 0
OUTPUT_TYPE_DATA_ONLY = 0
OUTPUT_TYPE_METADATA_ONLY = 1
OUTPUT_TYPE_METADATA_AND_DATA = 2
def register_plugin(clazz):
"""decorator to add plugins to a central register"""
plugins[clazz.__name__] = clazz
if clazz.__module__.split(".")[0] != "savu":
plugins_path[clazz.__name__] = clazz.__module__
return clazz
def dawn_compatible(plugin_output_type=OUTPUT_TYPE_METADATA_AND_DATA):
def _dawn_compatible(clazz):
"""
decorator to add dawn compatible plugins and details to a central
register
"""
dawn_plugins[clazz.__name__] = {}
try:
plugin_path = sys.modules[clazz.__module__].__file__
# looks out for .pyc files
dawn_plugins[clazz.__name__]['path2plugin'] = plugin_path.split('.py')[0] + '.py'
dawn_plugins[clazz.__name__]['plugin_output_type'] = _plugin_output_type
except Exception as e:
print(e)
return clazz
# for backwards compatibility, if decorator is invoked without brackets...
if inspect.isclass(plugin_output_type):
_plugin_output_type = OUTPUT_TYPE_METADATA_AND_DATA
return _dawn_compatible(plugin_output_type)
else:
_plugin_output_type = plugin_output_type
return _dawn_compatible
def get_plugin(plugin_name, params, exp, check=False):
"""Get an instance of the plugin class and populate default parameters.
:param plugin_name: Name of the plugin to import
:type plugin_name: str.
:returns: An instance of the class described by the named plugin.
"""
logging.debug("Importing the module %s", plugin_name)
instance = load_class(plugin_name)()
instance.initialise(params, exp, check=check)
return instance
def _get_cls_name(name):
return "".join(x.capitalize() for x in name.split(".")[-1].split("_"))
def load_class(name, cls_name=None):
"""Returns an instance of the class associated with the module name.
:param name: Module name or path to a module file
:returns: An instance of the class associated with module.
"""
path = name if os.path.dirname(name) else None
name = os.path.basename(os.path.splitext(name)[0]) if path else name
cls_name = _get_cls_name(name) if not cls_name else cls_name
if cls_name in plugins.keys():
return plugins[cls_name]
if path:
mod = importlib.machinery.SourceFileLoader(name, path).load_module()
else:
mod = importlib.import_module(name)
return getattr(mod, cls_name)
def plugin_loader(exp, plugin_dict, check=False):
logging.debug("Running plugin loader")
try:
plugin = get_plugin(plugin_dict['id'],
plugin_dict['data'],
exp,
check=check)
except Exception as e:
logging.error("failed to load the plugin")
logging.error(e)
# re-raise the original error
raise
if check:
exp.meta_data.plugin_list._set_datasets_list(plugin)
logging.debug("finished plugin loader")
return plugin
def get_tools_class(plugin_tools_id, cls=None):
"""Load the plugin tools class
:param plugin_tools_id: plugin tools module name
:param cls: Class to initialise
:return:
"""
if plugin_tools_id == "savu.plugins.plugin_tools":
plugin_tools_id = "savu.plugins.base_tools"
if cls:
return load_class(plugin_tools_id)(cls)
else:
return load_class(plugin_tools_id)
def get_plugins_paths(examples=True):
"""
This gets the plugin paths, but also adds any that are not on the
pythonpath to it.
"""
plugins_paths = OrderedDict()
# Add the savu plugins paths first so it is overridden by user folders
savu_plugins_path = os.path.join(savu.__path__[0], 'plugins')
savu_plugins_subpaths = [d for d in next(os.walk(savu_plugins_path))[1] \
if d != "__pycache__"]
for path in savu_plugins_subpaths:
plugins_paths[os.path.join(savu_plugins_path, path)] = \
''.join(['savu.plugins.', path, '.'])
# get user, environment and example plugin paths
user_path = [os.path.join(os.path.expanduser("~"), "savu_plugins")]
env_paths = os.getenv("SAVU_PLUGINS_PATH", "").replace(" ", "").split(":")
templates = "../examples/plugin_examples/plugin_templates"
eg_path = [os.path.join(savu.__path__[0], templates)] if examples else []
for ppath in env_paths + user_path + eg_path:
if os.path.exists(ppath):
plugins_paths[ppath] = os.path.basename(ppath) + "."
if ppath not in sys.path:
sys.path.append(os.path.dirname(ppath))
return plugins_paths
def is_template_param(param):
"""Identifies if the parameter should be included in an input template
and returns the default value of the parameter if it exists.
"""
start = 0
ptype = "local"
if isinstance(param, str):
param = param.strip()
if not param.split("global")[0]:
ptype = "global"
start = 6
first, last = param[start], param[-1]
if first == "<" and last == ">":
param = param[start + 1 : -1]
param = None if not param else param
try:
param = eval(param)
except:
pass
return [ptype, param]
return False
def blockPrint():
""" Disable printing to stdout """
import tempfile
fname = tempfile.mkdtemp() + "/unwanted_prints.txt"
sys.stdout = open(fname, "w")
def enablePrint():
""" Enable printing to stdout """
sys.stdout = sys.__stdout__
def parse_config_string(string):
regex = r"[\[\]\, ]+"
split_vals = [_f for _f in re.split(regex, string) if _f]
delimitors = re.findall(regex, string)
split_vals = [repr(a.strip()) for a in split_vals]
zipped = itertools.zip_longest(delimitors, split_vals)
string = "".join([i for l in zipped for i in l if i is not None])
try:
return ast.literal_eval(string)
except ValueError:
return ast.literal_eval(parse_array_index_as_string(string))
def parse_array_index_as_string(string):
p = re.compile(r"'\['")
for m in p.finditer(string):
offset = m.start() - count + 3
end = string[offset:].index("']") + offset
string = string[:end] + "]'" + string[end + 2 :]
string = string.replace("'['", "[")
return string
def param_to_str(param_name, keys):
"""Check the parameter is within the provided list and
return the string name.
"""
if param_name.isdigit():
param_name = int(param_name)
if param_name <= len(keys):
param_name = keys[param_name - 1]
else:
raise ValueError(
"This parameter number is not valid for this plugin"
)
elif param_name not in keys:
raise Exception("This parameter is not present in this plug in.")
return param_name
def set_order_by_visibility(parameters, level=False):
"""Return an ordered list of parameters depending on the
visibility level
:param parameters: The dictionary of parameters
:param level: The visibility level
:return: An ordered list of parameters
"""
data_keys = []
basic_keys = []
interm_keys = []
adv_keys = []
for k, v in parameters.items():
if v["display"] == "on":
if v["visibility"] == "datasets":
data_keys.append(k)
if v["visibility"] == "basic":
basic_keys.append(k)
if v["visibility"] == "intermediate":
interm_keys.append(k)
if v["visibility"] == "advanced":
adv_keys.append(k)
if level:
if level == "datasets":
keys = data_keys
elif level == "basic":
keys = basic_keys
elif level == "intermediate":
keys = basic_keys + interm_keys + data_keys
elif level == "advanced":
keys = basic_keys + interm_keys + adv_keys + data_keys
else:
keys = basic_keys + interm_keys + adv_keys + data_keys
else:
keys = basic_keys + interm_keys + adv_keys + data_keys
return keys
def convert_multi_params(param_name, value):
"""Check if value is a multi parameter and check if each item is valid.
Change from the input multi parameter string to a list
:param param_name: Name of the parameter
:param value: Parameter value
:return: List or unchanged value
"""
error_str = ""
multi_parameters = (
isinstance(value, str) and (";" in value) and param_name != "preview"
)
if multi_parameters:
value = value.split(";")
isdict = re.findall(r"[\{\}]+", value[0])
if ":" in value[0] and not isdict:
seq = value[0].split(":")
try:
seq = [ast.literal_eval(s) for s in seq]
if len(value) == 0:
error_str = (
f"No values for tuned parameter "
f"'{param_name}' ensure start:stop:step; values "
f"are valid"
)
elif len(seq) == 2:
value = list(np.arange(seq[0], seq[1]))
elif len(seq) > 2:
value = list(np.arange(seq[0], seq[1], seq[2]))
else:
error_str = "Ensure start:stop:step; values are valid."
if not value:
# Don't allow an empty list
raise ValueError
except:
error_str = "Ensure start:stop:step; values are valid."
val_list = (
parse_config_string(value) if isinstance(value, str) else value
)
# Remove blank list entries
# Change type to int, float or str
val_list = [_dumps(val) for val in value if val]
value = val_list
return value, error_str
def _dumps(val):
"""Replace any missing quotes around variables
Change the string to an integer, float, tuple, list, str, dict
"""
import yaml
# Prevent conversion from on/off to boolean
yaml.SafeLoader.add_constructor(
"tag:yaml.org,2002:bool", MySafeConstructor.add_bool
)
if isinstance(val, str):
try:
# Safely evaluate an expression node or a string containing
# a Python literal or container display
value = ast.literal_eval(val)
return value
except Exception:
pass
try:
isdict = re.findall(r"[\{\}]+", val)
val = _sexagesimal_check(val, isdict, remove=False)
value = yaml.safe_load(val)
return _sexagesimal_check(value, isdict)
except Exception:
val = _sexagesimal_check(val, isdict)
pass
try:
isdict = re.findall(r"[\{\}]+", val)
# Matches { } between one and unlimited number of times
if isdict:
if isinstance(val, dict):
value_dict = {}
for k, v in val.items():
v = v.replace("[", "'[").replace("]", "]'")
value_dict[k] = _dumps(
yaml.safe_load(v)
)
return value_dict
else:
value = val.replace("[", "'[").replace("]", "]'")
return _dumps(yaml.safe_load(value))
else:
value = parse_config_string(val)
return value
except Exception:
if len(val.split(";")) > 1:
value = val
return value
else:
raise Exception("Invalid string %s" % val)
else:
value = val
return value
def _sexagesimal_check(val, isdict, remove=True):
"""To avoid sexagesimal values being evaluated, replace colon
values temporarily
:param val:
:param isdict: True if braces {} found
:return: value
"""
if isinstance(val, str) and not isdict:
if remove:
val = val.replace(":?", ":")
else:
val = val.replace(":", ":?")
return val
def check_valid_dimension(dim, prev_list):
"""Check the dimension is within the correct range"""
if not 0 < dim < 21:
raise Exception("Please use a dimension between 1 and 20.")
if prev_list and (dim > len(prev_list)):
raise Exception(
"You have not specified enough dimensions "
"inside the preview parameter."
)
return True
def is_slice_notation(value):
"""Return True if the value is made up of multiple"""
return isinstance(value, str) and (":" in value)
def create_dir(file_path):
"""Check if directories provided exist at this file path. If they don't
create the directories.
"""
directory = os.path.dirname(file_path)
if not os.path.exists(directory):
os.makedirs(directory)
def indent_multi_line_str(text, indent_level=1, justify=False):
text = text.split("\n")
# Remove additional spacing on the left side so that text aligns
if justify is False:
text = [(" " * 4 * indent_level) + line for line in text]
else:
text = [(" " * 4 * indent_level) + line.lstrip() for line in text]
text = "\n".join(text)
return text
def indent(text, indent_level=1):
text = (" " * 4 * indent_level) + text
return text
def sort_alphanum(_list):
"""Sort list numerically and alphabetically
*While maintaining original list value types*
:param _list: Input list to be sorted
:return: List sorted by number and letter alphabetically
"""
return sorted(_list, key=_alphanum)
def _str_to_int(_str):
"""Convert the input str to an int if possible
:param _str: input string
:return: integer if text is a digit, else string
"""
return int(_str) if _str.isdigit() else _str
def _alphanum(_str):
"""Split string into numbers and letters
:param _str:
:return: list of numbers and letters
"""
char_list = re.split("([0-9]+)", _str)
return [_str_to_int(c) for c in char_list]
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] |
tests/test_app.py | inmanta/inmanta-core | 6 | 6136 | <reponame>inmanta/inmanta-core
"""
Copyright 2018 Inmanta
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.
Contact: <EMAIL>
"""
import os
import re
import signal
import subprocess
import sys
from subprocess import TimeoutExpired
from threading import Timer
import pytest
import inmanta.util
from inmanta import const
def get_command(
tmp_dir,
stdout_log_level=None,
log_file=None,
log_level_log_file=None,
timed=False,
dbport=None,
dbname="inmanta",
dbhost=None,
dbuser=None,
dbpass=<PASSWORD>,
config_dir=None,
server_extensions=[],
version=False,
):
root_dir = tmp_dir.mkdir("root").strpath
log_dir = os.path.join(root_dir, "log")
state_dir = os.path.join(root_dir, "data")
for directory in [log_dir, state_dir]:
os.mkdir(directory)
config_file = os.path.join(root_dir, "inmanta.cfg")
if dbport is not None:
port = dbport
else:
port = inmanta.util.get_free_tcp_port()
with open(config_file, "w+", encoding="utf-8") as f:
f.write("[config]\n")
f.write("log-dir=" + log_dir + "\n")
f.write("state-dir=" + state_dir + "\n")
f.write("[database]\n")
f.write("port=" + str(port) + "\n")
f.write("name=" + dbname + "\n")
if dbhost:
f.write(f"host={dbhost}\n")
if dbuser:
f.write(f"username={dbuser}\n")
if dbpass:
f.write(f"password={<PASSWORD>")
f.write("[server]\n")
f.write(f"enabled_extensions={', '.join(server_extensions)}\n")
args = [sys.executable, "-m", "inmanta.app"]
if stdout_log_level:
args.append("-" + "v" * stdout_log_level)
if log_file:
log_file = os.path.join(log_dir, log_file)
args += ["--log-file", log_file]
if log_file and log_level_log_file:
args += ["--log-file-level", str(log_level_log_file)]
if timed:
args += ["--timed-logs"]
if config_dir:
args += ["--config-dir", config_dir]
if version:
args += ["--version"]
args += ["-c", config_file, "server"]
return (args, log_dir)
def do_run(args, env={}, cwd=None):
baseenv = os.environ.copy()
baseenv.update(env)
process = subprocess.Popen(args, cwd=cwd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, env=baseenv)
return process
def convert_to_ascii(text):
return [line for line in text.decode("ascii").split("\n") if line != ""]
def do_kill(process, killtime=3, termtime=2):
def do_and_log(func, msg):
def w():
print(msg)
func()
return w
t1 = Timer(killtime, do_and_log(process.kill, "killed process"))
t2 = Timer(termtime, do_and_log(process.terminate, "terminated process"))
t1.start()
t2.start()
out, err = process.communicate()
t1.cancel()
t2.cancel()
stdout = convert_to_ascii(out)
stderr = convert_to_ascii(err)
return (stdout, stderr, process.returncode)
def run_without_tty(args, env={}, killtime=3, termtime=2):
process = do_run(args, env)
return do_kill(process, killtime, termtime)
def run_with_tty(args, killtime=3, termtime=2):
"""Could not get code for actual tty to run stable in docker, so we are faking it """
env = {const.ENVIRON_FORCE_TTY: "true"}
return run_without_tty(args, env=env, killtime=killtime, termtime=termtime)
def get_timestamp_regex():
return r"[\d]{4}\-[\d]{2}\-[\d]{2} [\d]{2}\:[\d]{2}\:[\d]{2}\,[\d]{3}"
def get_compiled_regexes(regexes, timed):
result = []
for regex in regexes:
if timed:
regex = get_timestamp_regex() + " " + regex
compiled_regex = re.compile(regex)
result.append(compiled_regex)
return result
def is_colorama_package_available():
try:
import colorama # noqa: F401
except ModuleNotFoundError:
return False
return True
def test_verify_that_colorama_package_is_not_present():
"""
The colorama package turns the colored characters in TTY-based terminal into uncolored characters.
As such, this package should not be present.
"""
assert not is_colorama_package_available()
@pytest.mark.parametrize_any(
"log_level, timed, with_tty, regexes_required_lines, regexes_forbidden_lines",
[
(
3,
False,
False,
[r"[a-z.]*[ ]*INFO[\s]+Starting server endpoint", r"[a-z.]*[ ]*DEBUG[\s]+Starting Server Rest Endpoint"],
[],
),
(
2,
False,
False,
[r"[a-z.]*[ ]*INFO[\s]+Starting server endpoint"],
[r"[a-z.]*[ ]*DEBUG[\s]+Starting Server Rest Endpoint"],
),
(
3,
False,
True,
[
r"\x1b\[32m[a-z.]*[ ]*INFO[\s]*\x1b\[0m \x1b\[34mStarting server endpoint",
r"\x1b\[36m[a-z.]*[ ]*DEBUG[\s]*\x1b\[0m \x1b\[34mStarting Server Rest Endpoint",
],
[],
),
(
2,
False,
True,
[r"\x1b\[32m[a-z.]*[ ]*INFO[\s]*\x1b\[0m \x1b\[34mStarting server endpoint"],
[r"\x1b\[36m[a-z.]*[ ]*DEBUG[\s]*\x1b\[0m \x1b\[34mStarting Server Rest Endpoint"],
),
(
3,
True,
False,
[r"[a-z.]*[ ]*INFO[\s]+Starting server endpoint", r"[a-z.]*[ ]*DEBUG[\s]+Starting Server Rest Endpoint"],
[],
),
(
2,
True,
False,
[r"[a-z.]*[ ]*INFO[\s]+Starting server endpoint"],
[r"[a-z.]*[ ]*DEBUG[\s]+Starting Server Rest Endpoint"],
),
(
3,
True,
True,
[
r"\x1b\[32m[a-z.]*[ ]*INFO[\s]*\x1b\[0m \x1b\[34mStarting server endpoint",
r"\x1b\[36m[a-z.]*[ ]*DEBUG[\s]*\x1b\[0m \x1b\[34mStarting Server Rest Endpoint",
],
[],
),
(
2,
True,
True,
[r"\x1b\[32m[a-z.]*[ ]*INFO[\s]*\x1b\[0m \x1b\[34mStarting server endpoint"],
[r"\x1b\[36m[a-z.]*[ ]*DEBUG[\s]*\x1b\[0m \x1b\[34mStarting Server Rest Endpoint"],
),
],
)
@pytest.mark.timeout(20)
def test_no_log_file_set(tmpdir, log_level, timed, with_tty, regexes_required_lines, regexes_forbidden_lines):
if is_colorama_package_available() and with_tty:
pytest.skip("Colorama is present")
(args, log_dir) = get_command(tmpdir, stdout_log_level=log_level, timed=timed)
if with_tty:
(stdout, _, _) = run_with_tty(args)
else:
(stdout, _, _) = run_without_tty(args)
log_file = "server.log"
assert log_file not in os.listdir(log_dir)
assert len(stdout) != 0
check_logs(stdout, regexes_required_lines, regexes_forbidden_lines, timed)
@pytest.mark.parametrize_any(
"log_level, with_tty, regexes_required_lines, regexes_forbidden_lines",
[
(
3,
False,
[
r"[a-z.]*[ ]*INFO[\s]+[a-x\.A-Z]*[\s]Starting server endpoint",
r"[a-z.]*[ ]*DEBUG[\s]+[a-x\.A-Z]*[\s]Starting Server Rest Endpoint",
],
[],
),
(
2,
False,
[r"[a-z.]*[ ]*INFO[\s]+[a-x\.A-Z]*[\s]Starting server endpoint"],
[r"[a-z.]*[ ]*DEBUG[\s]+[a-x\.A-Z]*[\s]Starting Server Rest Endpoint"],
),
(
3,
True,
[
r"[a-z.]*[ ]*INFO[\s]+[a-x\.A-Z]*[\s]Starting server endpoint",
r"[a-z.]*[ ]*DEBUG[\s]+[a-x\.A-Z]*[\s]Starting Server Rest Endpoint",
],
[],
),
(
2,
True,
[r"[a-z.]*[ ]*INFO[\s]+[a-x\.A-Z]*[\s]Starting server endpoint"],
[r"[a-z.]*[ ]*DEBUG[\s]+[a-x\.A-Z]*[\s]Starting Server Rest Endpoint"],
),
],
)
@pytest.mark.timeout(60)
def test_log_file_set(tmpdir, log_level, with_tty, regexes_required_lines, regexes_forbidden_lines):
if is_colorama_package_available() and with_tty:
pytest.skip("Colorama is present")
log_file = "server.log"
(args, log_dir) = get_command(tmpdir, stdout_log_level=log_level, log_file=log_file, log_level_log_file=log_level)
if with_tty:
(stdout, _, _) = run_with_tty(args)
else:
(stdout, _, _) = run_without_tty(args)
assert log_file in os.listdir(log_dir)
log_file = os.path.join(log_dir, log_file)
with open(log_file, "r") as f:
log_lines = f.readlines()
check_logs(log_lines, regexes_required_lines, regexes_forbidden_lines, timed=True)
check_logs(stdout, [], regexes_required_lines, timed=True)
check_logs(stdout, [], regexes_required_lines, timed=False)
def check_logs(log_lines, regexes_required_lines, regexes_forbidden_lines, timed):
compiled_regexes_requires_lines = get_compiled_regexes(regexes_required_lines, timed)
compiled_regexes_forbidden_lines = get_compiled_regexes(regexes_forbidden_lines, timed)
for line in log_lines:
print(line)
for regex in compiled_regexes_requires_lines:
if not any(regex.match(line) for line in log_lines):
pytest.fail("Required pattern was not found in log lines: %s" % (regex.pattern,))
for regex in compiled_regexes_forbidden_lines:
if any(regex.match(line) for line in log_lines):
pytest.fail("Forbidden pattern found in log lines: %s" % (regex.pattern,))
def test_check_shutdown():
process = do_run([sys.executable, os.path.join(os.path.dirname(__file__), "miniapp.py")])
# wait for handler to be in place
try:
process.communicate(timeout=2)
except TimeoutExpired:
pass
process.send_signal(signal.SIGUSR1)
out, err, code = do_kill(process, killtime=3, termtime=1)
print(out, err)
assert code == 0
assert "----- Thread Dump ----" in out
assert "STOP" in out
assert "SHUTDOWN COMPLETE" in out
def test_check_bad_shutdown():
print([sys.executable, os.path.join(os.path.dirname(__file__), "miniapp.py"), "bad"])
process = do_run([sys.executable, os.path.join(os.path.dirname(__file__), "miniapp.py"), "bad"])
out, err, code = do_kill(process, killtime=5, termtime=2)
print(out, err)
assert code == 3
assert "----- Thread Dump ----" in out
assert "STOP" not in out
assert "SHUTDOWN COMPLETE" not in out
assert not err
def test_startup_failure(tmpdir, postgres_db, database_name):
(args, log_dir) = get_command(
tmpdir,
dbport=postgres_db.port,
dbname=database_name,
dbhost=postgres_db.host,
dbuser=postgres_db.user,
dbpass=<PASSWORD>,
server_extensions=["badplugin"],
)
pp = ":".join(sys.path)
# Add a bad module
extrapath = os.path.join(os.path.dirname(__file__), "data", "bad_module_path")
(stdout, stderr, code) = run_without_tty(args, env={"PYTHONPATH": pp + ":" + extrapath}, killtime=15, termtime=10)
assert "inmanta ERROR Server setup failed" in stdout
assert (
"inmanta.server.protocol.SliceStartupException: "
"Slice badplugin.badslice failed to start because: Too bad, this plugin is broken"
) in stdout
assert code == 4
def test_compiler_exception_output(snippetcompiler):
snippetcompiler.setup_for_snippet(
"""
entity Test:
number attr
end
implement Test using std::none
o = Test(attr="1234")
"""
)
output = (
"""Could not set attribute `attr` on instance `__config__::Test (instantiated at ./main.cf:8)` """
"""(reported in Construct(Test) (./main.cf:8))
caused by:
Invalid value '1234', expected Number (reported in Construct(Test) (./main.cf:8))
"""
)
def exec(*cmd):
process = do_run([sys.executable, "-m", "inmanta.app"] + list(cmd), cwd=snippetcompiler.project_dir)
out, err = process.communicate(timeout=30)
assert out.decode() == ""
assert err.decode() == output
exec("compile")
exec("export", "-J", "out.json")
@pytest.mark.timeout(15)
@pytest.mark.parametrize_any(
"cmd", [(["-X", "compile"]), (["compile", "-X"]), (["compile"]), (["export", "-X"]), (["-X", "export"]), (["export"])]
)
def test_minus_x_option(snippetcompiler, cmd):
snippetcompiler.setup_for_snippet(
"""
entity Test:
nuber attr
end
"""
)
process = do_run([sys.executable, "-m", "inmanta.app"] + cmd, cwd=snippetcompiler.project_dir)
out, err = process.communicate(timeout=30)
assert out.decode() == ""
if "-X" in cmd:
assert "inmanta.ast.TypeNotFoundException: could not find type nuber in namespace" in str(err)
else:
assert "inmanta.ast.TypeNotFoundException: could not find type nuber in namespace" not in str(err)
@pytest.mark.timeout(20)
def test_warning_config_dir_option_on_server_command(tmpdir):
non_existing_dir = os.path.join(tmpdir, "non_existing_dir")
assert not os.path.isdir(non_existing_dir)
(args, _) = get_command(tmpdir, stdout_log_level=3, config_dir=non_existing_dir)
(stdout, _, _) = run_without_tty(args)
stdout = "".join(stdout)
assert "Starting server endpoint" in stdout
assert f"Config directory {non_existing_dir} doesn't exist" in stdout
@pytest.mark.timeout(20)
def test_warning_min_c_option_file_doesnt_exist(snippetcompiler, tmpdir):
non_existing_config_file = os.path.join(tmpdir, "non_existing_config_file")
snippetcompiler.setup_for_snippet(
"""
entity Test:
number attr
end
"""
)
config_options = ["-c", non_existing_config_file, "-vvv"]
args = [sys.executable, "-m", "inmanta.app"] + config_options + ["compile"]
process = do_run(args, cwd=snippetcompiler.project_dir)
out, err = process.communicate(timeout=30)
assert process.returncode == 0
out = out.decode()
err = err.decode()
all_output = out + err
assert "Starting compile" in all_output
assert "Compile done" in all_output
assert f"Config file {non_existing_config_file} doesn't exist" in all_output
@pytest.mark.parametrize_any(
"with_tty, version_should_be_shown, regexes_required_lines, regexes_forbidden_lines",
[
(False, True, [r"Inmanta Service Orchestrator", r"Compiler version: ", r"Extensions:", r"\s*\* core:"], []),
(True, True, [r"Inmanta Service Orchestrator", r"Compiler version: ", r"Extensions:", r"\s*\* core:"], []),
(False, False, [], [r"Inmanta Service Orchestrator", r"Compiler version: ", r"Extensions:", r"\s*\* core:"]),
(True, False, [], [r"Inmanta Service Orchestrator", r"Compiler version: ", r"Extensions:", r"\s*\* core:"]),
],
)
@pytest.mark.timeout(20)
def test_version_argument_is_set(tmpdir, with_tty, version_should_be_shown, regexes_required_lines, regexes_forbidden_lines):
(args, log_dir) = get_command(tmpdir, version=version_should_be_shown)
if with_tty:
(stdout, _, _) = run_with_tty(args, killtime=15, termtime=10)
else:
(stdout, _, _) = run_without_tty(args, killtime=15, termtime=10)
assert len(stdout) != 0
check_logs(stdout, regexes_required_lines, regexes_forbidden_lines, False)
def test_init_project(tmpdir):
args = [sys.executable, "-m", "inmanta.app", "project", "init", "-n", "test-project", "-o", tmpdir, "--default"]
(stdout, stderr, return_code) = run_without_tty(args, killtime=15, termtime=10)
test_project_path = os.path.join(tmpdir, "test-project")
assert return_code == 0
assert os.path.exists(test_project_path)
(stdout, stderr, return_code) = run_without_tty(args, killtime=15, termtime=10)
assert return_code != 0
assert len(stderr) == 1
assert "already exists" in stderr[0]
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teleprox/tests/test_rpc.py | campagnola/teleprox | 1 | 1612777 | # -*- coding: utf-8 -*-
# Copyright (c) 2016, French National Center for Scientific Research (CNRS)
# Distributed under the (new) BSD License. See LICENSE for more info.
import threading, time, logging
from teleprox import RPCClient, RemoteCallException, RPCServer, QtRPCServer, ObjectProxy, ProcessSpawner
from teleprox.log import RPCLogHandler, set_process_name, set_thread_name, start_log_server
import numpy as np
from check_qt import requires_qt, qt_available
# Set up nice logging for tests:
# remote processes forward logs to this process
logger = logging.getLogger()
#logger.level = logging.DEBUG
start_log_server(logger)
# local log messages are time-sorted and colored
handler = RPCLogHandler()
logger.addHandler(handler)
# messages originating locally can be easily identified
set_process_name('main_process')
set_thread_name('main_thread')
if qt_available:
qapp = pg.mkQApp()
def test_rpc():
previous_level = logger.level
#logger.level = logging.DEBUG
class TestClass(object):
count = 0
def __init__(self, name):
self.name = name
TestClass.count += 1
def __del__(self):
TestClass.count -= 1
def add(self, x, y):
return x + y
def array(self):
return np.arange(20).astype('int64')
def sleep(self, t):
time.sleep(t)
def get_list(self):
return [0, 'x', 7]
def test(self, obj):
return self.name, obj.name, obj.add(5, 7), obj.array(), obj.get_list()
def types(self):
return {'int': 7, 'float': 0.5, 'str': 'xxx', 'bytes': bytes('xxx', 'utf8'),
'ndarray': np.arange(10), 'dict': {}, 'list': [],
'ObjectProxy': self}
def type(self, x):
return type(x).__name__
server1 = RPCServer()
server1['test_class'] = TestClass
server1['my_object'] = TestClass('obj1')
serve_thread = threading.Thread(target=server1.run_forever, daemon=True)
serve_thread.start()
client = RPCClient.get_client(server1.address)
# test clients are cached
assert client == RPCClient.get_client(server1.address)
try:
# can't manually create client for the same address
RPCClient(server1.address)
assert False, "Should have raised KeyError."
except KeyError:
pass
# get proxy to TestClass instance
obj = client['my_object']
assert isinstance(obj, ObjectProxy)
# check equality with duplicate proxy
obj2 = client['my_object']
assert obj == obj2
assert obj._obj_id == obj2._obj_id
assert obj._ref_id != obj2._ref_id
# check hashability
assert obj in {obj2: None}
assert obj in set([obj2])
logger.info("-- Test call with sync return --")
add = obj.add
assert isinstance(add, ObjectProxy)
assert add(7, 5) == 12
# test return types
for k, v in obj.types().items():
assert type(v).__name__ == k
if k != 'ObjectProxy':
assert obj.type(v) == k
# NOTE: msgpack converts list to tuple.
# See: https://github.com/msgpack/msgpack-python/issues/98
assert obj.get_list() == [0, 'x', 7]
logger.info("-- Test async return --")
fut = obj.sleep(0.1, _sync='async')
assert not fut.done()
assert fut.result() is None
logger.info("-- Test no return --")
assert obj.add(1, 2, _sync='off') is None
logger.info("-- Test return by proxy --")
list_prox = obj.get_list(_return_type='proxy')
assert isinstance(list_prox, ObjectProxy)
assert list_prox._type_str == "<class 'list'>"
assert len(list_prox) == 3
assert list_prox[2] == 7
logger.info("-- Test proxy access to server --")
srv = client['self']
assert srv.address == server1.address
logger.info("-- Test remote exception raising --")
try:
obj.add(7, 'x')
except RemoteCallException as err:
if err.type_str != 'TypeError':
raise
else:
raise AssertionError('should have raised TypeError')
try:
client.asdffhgk
raise AssertionError('should have raised AttributeError')
except AttributeError:
pass
logger.info("-- Test deferred getattr --")
arr = obj.array(_return_type='proxy')
dt1 = arr.dtype.name._get_value()
assert isinstance(dt1, str)
arr._set_proxy_options(defer_getattr=True)
dt2 = arr.dtype.name
assert isinstance(dt2, ObjectProxy)
assert dt2._obj_id == arr._obj_id
assert dt2._attributes == ('dtype', 'name')
dt3 = dt2._undefer()
assert dt3 == dt2
logger.info("-- Test remote object creation / deletion --")
class_proxy = client['test_class']
obj2 = class_proxy('obj2')
assert class_proxy.count == 2
assert obj2.add(3, 4) == 7
obj2._delete()
handler.flush_records() # log records might have refs to the object
assert class_proxy.count._get_value() == 1
try:
obj2.array()
assert False, "Should have raised RemoteCallException"
except RemoteCallException:
pass
logger.info("-- Test proxy auto-delete --")
obj2 = class_proxy('obj2')
obj2._set_proxy_options(auto_delete=True)
assert class_proxy.count == 2
del obj2
handler.flush_records() # log records might have refs to the object
assert class_proxy.count._get_value() == 1
logger.info("-- Test timeouts --")
try:
obj.sleep(0.2, _timeout=0.01)
except TimeoutError:
pass
else:
raise AssertionError('should have raised TimeoutError')
obj.sleep(0.2, _timeout=0.5)
logger.info("-- Test result order --")
a = obj.add(1, 2, _sync='async')
b = obj.add(3, 4, _sync='async')
assert b.result() == 7
assert a.result() == 3
logger.info("-- Test transfer --")
arr = np.ones(10, dtype='float32')
arr_prox = client.transfer(arr)
assert arr_prox.dtype.name == 'float32'
print(arr_prox, arr_prox.shape)
assert arr_prox.shape._get_value() == [10]
logger.info("-- Test import --")
import os.path as osp
rosp = client._import('os.path')
assert osp.abspath(osp.dirname(__file__)) == rosp.abspath(rosp.dirname(__file__))
logger.info("-- Test proxy sharing between servers --")
obj._set_proxy_options(defer_getattr=True)
r1 = obj.test(obj)
server2 = RPCServer()
server2['test_class'] = TestClass
serve_thread2 = threading.Thread(target=server2.run_forever, daemon=True)
serve_thread2.start()
client2 = RPCClient(server2.address)
client2.default_proxy_options['defer_getattr'] = True
obj3 = client2['test_class']('obj3')
# send proxy from server1 to server2
r2 = obj3.test(obj)
# check that we have a new client between the two servers
assert (serve_thread2.ident, server1.address) in RPCClient.clients_by_thread
# check all communication worked correctly
assert r1[0] == 'obj1'
assert r2[0] == 'obj3'
assert r1[1] == r2[1] == 'obj1'
assert r1[2] == r2[2] == 12
assert np.all(r1[3] == r2[3])
assert r1[4] == r2[4]
logger.info("-- Test publishing objects --")
arr = np.arange(5, 10)
client['arr'] = arr # publish to server1
s2rpc = client2._import('teleprox')
s2cli = s2rpc.RPCClient.get_client(client.address) # server2's client for server1
assert np.all(s2cli['arr'] == arr) # retrieve via server2
logger.info("-- Test JSON client --")
# Start a JSON client in a remote process
cli_proc = ProcessSpawner()
cli = cli_proc.client._import('teleprox').RPCClient(server2.address, serializer='json')
# Check everything is ok..
assert cli.serializer.type._get_value() == 'json'
assert cli['test_class']('json-tester').add(3, 4) == 7
cli_proc.kill()
logger.info("-- Setup reentrant communication test.. --")
class PingPong(object):
def set_other(self, o):
self.other = o
def pingpong(self, depth=0):
if depth > 6:
return "reentrant!"
return self.other.pingpong(depth+1)
server1['pp1'] = PingPong()
server2['pp2'] = PingPong()
pp1 = client['pp1']
pp2 = client2['pp2']
pp1.set_other(pp2)
pp2.set_other(pp1)
logger.info("-- Test reentrant communication --")
assert pp1.pingpong() == 'reentrant!'
logger.info("-- Shut down servers --")
client2.close_server()
serve_thread2.join()
client.close_server()
client.close()
serve_thread.join()
logger.level = previous_level
@requires_qt
def test_qt_rpc():
previous_level = logger.level
#logger.level = logging.DEBUG
server = QtRPCServer(quit_on_close=False)
server.run_forever()
# Start a thread that will remotely request a widget to be created in the
# GUI thread.
class TestThread(threading.Thread):
def __init__(self, addr):
threading.Thread.__init__(self, daemon=True)
self.addr = addr
self.done = False
self.lock = threading.Lock()
def run(self):
client = RPCClient(self.addr)
qt = client._import('pyqtgraph.Qt')
# widget creation happens in main GUI thread; we are working with
# proxies from here.
self.l = qt.QtGui.QLabel('remote-controlled label')
self.l.show()
time.sleep(0.3)
self.l.hide()
with self.lock:
self.done = True
thread = TestThread(server.address)
thread.start()
start = time.time()
while True:
with thread.lock:
if thread.done:
break
assert time.time() < start + 5.0, "Thread did not finish within 5 sec."
time.sleep(0.01)
qapp.processEvents()
assert 'QLabel' in thread.l._type_str
server.close()
logger.level = previous_level
def test_disconnect():
#~ logger.level = logging.DEBUG
# Clients receive notification when server disconnects gracefully
server_proc = ProcessSpawner()
client_proc = ProcessSpawner()
cli = client_proc.client._import('teleprox').RPCClient(server_proc.client.address)
cli.close_server()
assert cli.disconnected() is True
assert server_proc.client.disconnected() is True
try:
print(server_proc.client.ping())
assert False, "Expected RuntimeError"
except RuntimeError:
pass
# add by Sam: force the end of process
server_proc.kill()
# Clients receive closure messages even if the server exits without closing
server_proc = ProcessSpawner()
server_proc.client['self']._closed = 'sabotage!'
time.sleep(0.1)
assert server_proc.client.disconnected() is True
# add by Sam: force the end of process
server_proc.kill()
# Clients gracefully handle sudden death of server (with timeout)
server_proc = ProcessSpawner()
server_proc.kill()
try:
server_proc.client.ping(timeout=1)
assert False, "Expected TimeoutError"
except TimeoutError:
pass
# server doesn't hang up if clients are not available to receive disconnect
# message
server_proc = ProcessSpawner()
for i in range(4):
# create a bunch of dead clients
cp = ProcessSpawner()
cli = cp.client._import('teleprox').RPCClient(server_proc.client.address)
cp.kill()
start = time.time()
server_proc.client.close_server()
assert time.time() - start < 1.0
assert server_proc.client.disconnected() == True
# add by Sam: force the end of process
server_proc.kill()
if __name__ == '__main__':
#~ test_rpc()
test_qt_rpc()
#~ test_disconnect()
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nn_patterns/utils/tests/dryrun.py | pikinder/nn-patterns | 15 | 87952 | # Begin: Python 2/3 compatibility header small
# Get Python 3 functionality:
from __future__ import\
absolute_import, print_function, division, unicode_literals
from future.utils import raise_with_traceback, raise_from
# catch exception with: except Exception as e
from builtins import range, map, zip, filter
from io import open
import six
# End: Python 2/3 compatability header small
import lasagne.layers as L
import numpy as np
import theano
import theano.tensor as T
import unittest
from . import networks
__all__ = [
"BaseTestCase",
"ExplainerTestCase",
]
class BaseTestCase(unittest.TestCase):
"""
A dryrun test on various networks for an explanation method.
For each network the test check that the generated network
has the right output shape, can be compiled
and executed with random inputs.
"""
def _apply_test(self, method, network):
raise NotImplementedError("Set in subclass.")
def test_dryrun(self):
for network in networks.iterator():
if six.PY2:
self._apply_test(self._method, network)
else:
with self.subTest(network_name=network["name"]):
self._apply_test(self._method, network)
pass
class ExplainerTestCase(BaseTestCase):
def _method(self, output_layer):
raise NotImplementedError("Set in subclass.")
def _assert(self, method, network, x, explanation):
pass
def _apply_test(self, method, network):
# Get explainer.
explainer = method(network["out"])
# Dryrun.
x = np.random.rand(1, *(network["input_shape"][1:]))
explanation = explainer.explain(x)
self.assertEqual(tuple(explanation.shape[1:]),
tuple(network["input_shape"][1:]))
self._assert(method, network, x, explanation)
pass
class PatternComputerTestCase(BaseTestCase):
def _method(self, output_layer):
raise NotImplementedError("Set in subclass.")
def _assert(self, method, network, x, explanation):
pass
def _apply_test(self, method, network):
# Get explainer.
computer = method(network["out"])
# Dryrun.
x = np.random.rand(10, *(network["input_shape"][1:]))
patterns = computer.compute_patterns(x, 2)
self._assert(method, network, x, patterns)
pass
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] |
leetcode/1394.py | GihwanKim/Baekjoon | 0 | 178549 | <gh_stars>0
"""
File: 1394.py
Title: Find Lucky Integer in an Array
Difficulty: Easy
URL: https://leetcode.com/problems/find-lucky-integer-in-an-array/
"""
import unittest
from typing import List
class Solution:
def findLucky(self, arr: List[int]) -> int:
table = {}
for n in arr:
if n not in table:
table[n] = 1
else:
table[n] += 1
for k, v in sorted(table.items(), reverse=True):
if k == v:
return k
return -1
class SolutionTestCase(unittest.TestCase):
def test_example1(self):
# Input
arr = [2, 2, 3, 4]
# Output
output = 2
solution = Solution()
self.assertEqual(solution.findLucky(arr), output)
def test_example2(self):
# Input
arr = [1, 2, 2, 3, 3, 3]
# Output
output = 3
solution = Solution()
self.assertEqual(solution.findLucky(arr), output)
def test_example3(self):
# Input
arr = [2, 2, 2, 3, 3]
# Output
output = -1
solution = Solution()
self.assertEqual(solution.findLucky(arr), output)
def test_example4(self):
# Input
arr = [5]
# Output
output = -1
solution = Solution()
self.assertEqual(solution.findLucky(arr), output)
def test_example5(self):
# Input
arr = [7, 7, 7, 7, 7, 7, 7]
# Output
output = 7
solution = Solution()
self.assertEqual(solution.findLucky(arr), output)
if __name__ == "__main__":
unittest.main()
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currency.py | furkansahin/InvestmentMonitor | 5 | 84945 | <filename>currency.py
from copy import deepcopy
import requests
import time
import telepot
users = {}
token = raw_input('token:')
bot = telepot.Bot(token)
currencies = {"USD", "TRY", "GBP", "CHF", "JPY", "EUR"}
currencies_in_usage = set()
def fetch_currency(currencies, to_currency):
cur_values = {}
query_keys = set()
for cur in currencies_in_usage:
cur_values[cur + to_currency] = 0
query_keys.add("%22" + cur + to_currency + "%22")
str_val = ""
for x in query_keys:
str_val += x + "%2C"
url = "https://query.yahooapis.com/v1/public/yql?q=select%20*%20from%20yahoo.finance.xchange%20where%20pair%20in%20("\
+ str_val[:-3] + ")&format=json&diagnostics=true&env=store%3A%2F%2Fdatatables.org%2Falltableswithkeys&callback"
response = requests.get(url)
data = response.json()
for resource in data['query']['results']['rate']:
if str(resource['id']) in cur_values:
cur_values[str(resource['id'])] = float(resource['Rate'])
return cur_values
def current_investment(cur_values, money, to_cur):
sum_investment = 0.0
for mon in money:
sum_investment += (cur_values[mon + to_cur]) * money[mon]
return sum_investment
def send_message(msg_type, user, name, money=" ", user_dict={}):
msg = ""
if msg_type == "welcome":
msg = "Hello " + name + ", welcome to the investment monitor. \nTo start to use the bot, you can use the " \
"command \usage \nThe very first thing to do is to indicate the currency you " \
"live in by the command /to_cur XYZ "
elif msg_type == "usage":
msg = "To use the bot you can use the following commands " \
"\n /to_cur [CURRENCY] (e.g. /to_cur TRY) : indicates the currency you live in. " \
"\n /add [AMOUNT] [CURRENCY] (e.g. /add 5000 USD) : adds the indicated amount to your account." \
"\n /rem [AMOUNT] [CURRENCY] (e.g. /rem 3000 USD) : removes the indicated amount from your account." \
"\n /info lists all of the money in your account and gives the sum. " \
"\n /min [AMOUNT] indicates the minimum threshold to be notified" \
"\n /max [AMOUNT] indicates the maximum threshold to be notified"
elif msg_type == "add_money":
msg = "Dear " + name + ", " + money + " is added to your account"
elif msg_type == "rem_money":
msg = "Dear " + name + ", " + money + " is subtracted from your account"
elif msg_type == "rem_money_neg":
msg = "Dear " + name + ", " + money + " could not be subtracted from your account, probably you don't have " \
"enough balance."
elif msg_type == "info":
if "money" in user_dict[user]:
msg = "Dear " + name + ", your balance is as the following;\n"
for money in user_dict[user]["money"]:
msg += str(user_dict[user]["money"][money]) + " " + str(money) + "\n"
cur_investment = current_investment(fetch_currency(currencies=[key for key in users[int(user)]["money"]],
to_currency=users[user]["to_cur"]),
users[int(user)]["money"], users[user]["to_cur"])
msg += "And in total you have " + str(cur_investment) + " " + users[user]["to_cur"]
else:
msg = "First you need to add some money into your account by the /add command"
elif msg_type == "none_to_cur":
msg = "Dear " + name + ", please first define the currency you live in with the command /to_cur CUR"
elif msg_type == "lower":
msg = "Dear " + name + ", you are losing money! Your total investment value is now "
cur_investment = current_investment(fetch_currency(currencies=[key for key in users[int(user)]["money"]],
to_currency=users[user]["to_cur"]),
users[int(user)]["money"], users[user]["to_cur"])
msg += str(cur_investment) + users[user]["to_cur"]
elif msg_type == "higher":
msg = "Dear " + name + ", you are making money! Your total investment value is now "
cur_investment = current_investment(fetch_currency(currencies=[key for key in users[int(user)]["money"]],
to_currency=users[user]["to_cur"]),
users[int(user)]["money"], users[user]["to_cur"])
msg += str(cur_investment) + users[user]["to_cur"]
bot.sendMessage(user, msg)
def is_valid(txt):
if "/add" in txt or "/rem" in txt:
parts = txt.split(" ")
if parts[0] == "/add" or parts[0] == "/rem":
amount = 0
try:
amount = float(parts[1])
except ValueError:
return False
currency = parts[2]
if currency in currencies:
return True
elif "/to_cur" in txt:
parts = txt.split(" ")
if parts[0] == "/to_cur" and parts[1] in currencies:
return True
elif "/max" in txt or "/min" in txt:
parts = txt.split(" ")
if parts[0] == "/max" or parts[0] == "/min":
amount = 0
try:
amount = float(parts[1])
except ValueError:
return False
return True
elif txt == "/info" or txt == "/usage" or txt == "/start":
return True
return False
def message_handler(message):
txt = str(message['text'])
user = message['from']['id']
name = message['from']['first_name']
if is_valid(txt):
if user not in users:
users[int(user)] = {}
users[int(user)]["name"] = str(name)
if txt == "/start":
send_message("welcome", int(user), str(name))
elif txt == "/usage":
send_message("usage", int(user), str(name))
elif "/add" in txt:
parts = txt.split(" ")
if "to_cur" not in users[int(user)]:
send_message("none_to_cur", int(user), str(name))
else:
if "money" not in users[int(user)]:
users[int(user)]["money"] = {}
if parts[2] not in users[int(user)]["money"]:
users[int(user)]["money"][parts[2]] = 0
currencies_in_usage.add(parts[2])
users[int(user)]["money"][parts[2]] += float(parts[1])
send_message("add_money", int(user), str(name), parts[1] + " " + parts[2])
elif "/rem" in txt:
subtracted = False
parts = txt.split(" ")
if "money" in users[int(user)]:
if parts[2] in users[int(user)]["money"]:
if users[int(user)]["money"][parts[2]] > float(parts[1]):
users[int(user)]["money"][parts[2]] -= float(parts[1])
send_message("rem_money", int(user), str(name), parts[1] + " " + parts[2])
subtracted = True
if not subtracted:
send_message("rem_money_neg", int(user), str(name), parts[1] + " " + parts[2])
elif "/info" == txt:
send_message("info", int(user), str(name), user_dict=users)
elif "/to_cur" in txt:
users[int(user)]["to_cur"] = txt.split(" ")[1]
currencies_in_usage.add(users[int(user)]["to_cur"])
elif "/min" in txt:
users[int(user)]["min"] = float(txt.split(" ")[1])
elif "/max" in txt:
users[int(user)]["max"] = float(txt.split(" ")[1])
def main():
bot.message_loop(message_handler)
while 1:
for user in users:
if "to_cur" in users[int(user)] and "money" in users[int(user)]:
cur_investment = current_investment(fetch_currency(currencies=[key for key in users[int(user)]["money"]],
to_currency=users[user]["to_cur"]),
users[int(user)]["money"], users[user]["to_cur"])
if "max" in users[int(user)] and cur_investment > users[int(user)]["max"]:
send_message("higher", int(user), users[int(user)]["name"])
elif "min" in users[int(user)] and cur_investment < users[int(user)]["min"]:
send_message("lower", int(user), users[int(user)]["name"])
time.sleep(10)
if __name__ == "__main__":
main()
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] |
Software for Other Building Blocks and Integration/TxBlockGen.py | fkerem/Cryptocurrency-Blockchain | 0 | 114483 | """
TxBlockGen.py
"""
import DSA
from random import *
def satoshi(): # To generate a satoshi amount arbitrarily.
return str(randint(1, 999))
def BeforeSign(p, q, g, payer_b, payee_b): #The Lines of the Transaction to be Signed
transaction = \
"*** Bitcoin transaction ***" + "\n" + \
"Serial number: " + str(DSA.bitGenerator(2**128-1)) + "\n" + \
"p: " + str(p) + "\n" + \
"q: " + str(q) + "\n" + \
"g: " + str(g) + "\n" + \
"Payer Public Key (beta): " + str(payer_b) + "\n" + \
"Payee Public Key (beta): " + str(payee_b) + "\n" + \
"Amount: " + satoshi() + " Satoshi" + "\n"
return transaction
def TransactionGen(p, q, g): #Generating one transaction
(payer_a, payer_b) = DSA.KeyGen(p, q, g) #Generating Keys for Payer
(payee_a, payee_b) = DSA.KeyGen(p, q, g) #Generating Keys for Payee
transaction = BeforeSign(p, q, g, payer_b, payee_b) #Generating first part of the Transaction
(r, s) = DSA.SignGen(transaction, p, q, g, payer_a, payer_b) #Signing the Transaction
transaction += \
"Signature (r): " + str(r) + "\n" + \
"Signature (s): " + str(s) + "\n"
#Appending the signatures
return transaction
def GenTxBlock(p, q, g, count): #Generating transactions based on count
transactions = ""
for i in range(0, count):
transactions += TransactionGen(p, q, g)
return transactions
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torchimage/utils/ragged.py | miaotianyi/torchimage | 10 | 104556 | <filename>torchimage/utils/ragged.py
import torch
import numpy as np
def is_scalar(a) -> bool:
"""
Tests if a python object is a scalar (instead of an array)
Parameters
----------
a : object
Any object to be checked
Returns
-------
bool
Whether the input object is a scalar
"""
if isinstance(a, (list, tuple)):
return False
if hasattr(a, "__array__") and hasattr(a, "__len__"): # np.array(1) is scalar
return False
return True
def get_ragged_ndarray(data, strict=True):
"""
Recursive function for ragged array broadcasting and shape determination.
Ragged multi-dimensional arrays are a superclass to hyper-rectangular
multi-dimensional arrays (like numpy ndarray), such that the shapes
of array items may be different, e.g. ``[[1], [2, 3], [4, 5, 6]]``.
However, the ndim of items at the same level must be the same.
For example, ``[1, [2, 3]]`` is not a valid ragged ndarray but
``[[1], [2, 3]]`` is. In other words, items in the same array
must be the same "type" in terms of nested array hierarchy.
It might be more intuitive to think of a ragged ndarray as a
tree where every leaf has the same depth.
This data structure is designed to robustly handle all possible
python data types, especially torch.Tensor and numpy.ndarray,
but it's not optimized for time or space.
Parameters
----------
data : array_like
Input ragged ndarray to be assessed.
strict : bool
If True, regards all items as leaf objects when sibling items different
depths. Otherwise, attempt to broadcast items with smaller depth,
e.g. [a, [b]] -> [[a], [b]].
With tree terminology, in ``strict=False`` mode, the shallower leaves are
"lifted" to the maximum depth and new trivial nodes are filled in between.
Whereas in ``strict=True`` mode, the minimum depth is regarded as ground
truth and deeper nodes are not counted.
Returns
-------
data : array_like
The same ragged ndarray. It is modified only when ``strict=False``
and sibling items have different lengths (automatically broadcast).
The broadcasting process uses tuple type for its immutability.
shape : tuple of int
The shape of the ragged ndarray; represented similarly to that of
a regular ndarray.
If array items have different lengths at a certain axis, the shape
at that axis is defined as -1.
"""
if torch.is_tensor(data):
# torch Tensor cannot be ragged
# it also cannot take on non-numeric values
return data, tuple(data.shape)
if isinstance(data, np.ndarray):
if np.issubdtype(data.dtype, np.number) or np.issubdtype(data.dtype, np.bool_):
# cannot be ragged with numeric types
return data, tuple(data.shape)
if is_scalar(data): # scalar
return data, ()
if not data: # empty array
return data, (0, )
item_list = []
item_shape_list = []
for item in data:
item, item_shape = get_ragged_ndarray(item, strict=strict)
item_list.append(item)
item_shape_list.append(item_shape)
ndim_set = set(len(shape) for shape in item_shape_list)
if len(ndim_set) > 1:
if strict:
ndim = 0 # regarded as leaf
else:
# otherwise auto broadcast
ndim = max(ndim_set)
for i, (item, item_shape) in enumerate(zip(item_list, item_shape_list)):
for j in range(ndim - len(item_shape)):
item = (item, ) # broadcast add depth
item_list[i] = item
data = tuple(item_list)
item_shape_list = [(1, ) * (ndim - len(s)) + s for s in item_shape_list]
else:
ndim = next(iter(ndim_set))
item_shape = [-1] * ndim
for i in range(ndim):
length_i_set = {s[i] for s in item_shape_list} # set of lengths at axis i
if len(length_i_set) > 1:
item_shape[i] = -1
else:
item_shape[i] = next(iter(length_i_set))
return data, tuple([len(data)] + item_shape)
def _recursive_expand(arr, target_shape):
# recursively expand the ragged ndarray according to target_shape
# also returns a 3rd result (whether the array is indeed modified)
# shape has the same depth as arr
if not target_shape: # reaches leaf node
return arr, target_shape, False
if torch.is_tensor(arr):
result = arr.expand(*target_shape)
return result, tuple(result.shape), result.shape != arr.shape
if isinstance(arr, np.ndarray):
if np.issubdtype(arr.dtype, np.number) or np.issubdtype(arr.dtype, np.bool_):
target_shape = [old if new == -1 else new for old, new in zip(arr.shape, target_shape)]
result = np.broadcast_to(arr, shape=target_shape)
return result, tuple(target_shape), result.shape != arr.shape
if is_scalar(arr): # scalar
return arr, (), False
if not arr: # empty array
return arr, (0,), False
item_list = []
item_shape_list = []
modified = False
for item in arr:
item, item_shape, item_modified = _recursive_expand(item, target_shape=target_shape[1:])
item_list.append(item)
item_shape_list.append(item_shape)
modified = modified or item_modified
if modified:
arr = tuple(item_list)
ndim_set = set(len(item_shape) for item_shape in item_shape_list)
assert len(ndim_set) == 1
item_ndim = next(iter(ndim_set))
item_shape = [-1] * item_ndim
for i in range(item_ndim):
item_shape_set = {s[i] for s in item_shape_list} # set of lengths at axis i
if len(item_shape_set) > 1:
item_shape[i] = -1
else:
item_shape[i] = next(iter(item_shape_set))
# broadcast (expand) this dimension
if target_shape[0] == -1 or target_shape[0] == len(arr): # no need to expand
return arr, tuple([len(arr)] + item_shape), modified
elif target_shape[0] == 0:
shape = tuple([0] + item_shape)
return np.empty(shape), shape, True
elif len(arr) == 1: # singleton dimension; shape[0] is positive int
return tuple(arr[0] for _ in range(target_shape[0])), tuple([target_shape[0]] + item_shape), True # is modified
else:
raise ValueError(f"Non-singleton dimension {len(arr)} must match target length {target_shape[0]}")
def _check_zero_length(old_shape, new_shape):
# error if try to broadcast 0 length to nonzero length
for a1, a2 in zip(old_shape[::-1], new_shape[::-1]): # right-justify using reversal
if a1 == 0 and a2 > 0:
raise ValueError(f"Cannot expand 0-length dimension to nonzero-length: "
f"(right-justified) {old_shape} to {new_shape}")
def expand_ragged_ndarray(data, old_shape, new_shape):
"""
Expand the singleton dimensions in a ragged ndarray.
The input ragged ndarray of shape ``old_shape`` will be
broadcast to ``new_shape``. This function is similar to
``torch.expand`` and ``numpy.broadcast_to``.
Parameters
----------
data : array_like
Input ragged ndarray.
old_shape : tuple of int
Shape of the input ragged ndarray.
data and old_shape can be obtained from `get_ragged_ndarray`.
new_shape : tuple of int
New shape that the ragged ndarray should be broadcast to.
-1 at any axis in new shape means the original length
at that dimension will remain the same.
Returns
-------
data : array_like
Expanded ragged ndarray
final_shape : tuple of int
The shape of the expanded ragged ndarray
"""
old_shape = tuple(int(x) for x in old_shape)
new_shape = tuple(int(x) for x in new_shape)
# shortcut
if old_shape == new_shape:
return data, old_shape
old_ndim = len(old_shape)
new_ndim = len(new_shape)
_check_zero_length(old_shape, new_shape)
if old_ndim < new_ndim:
# ignore modified
data, final_shape, _ = _recursive_expand(data, target_shape=new_shape[new_ndim - old_ndim:])
for new_length in new_shape[:new_ndim-old_ndim][::-1]:
if new_length == -1: # no specification, add a trivial wrapper
data = (data, )
final_shape = (1, ) + final_shape
else:
data = (data, ) * new_length
final_shape = (new_length, ) + final_shape
elif old_ndim == new_ndim:
data, final_shape, _ = _recursive_expand(data, target_shape=new_shape)
else: # old_ndim > new_ndim
data, final_shape, _ = _recursive_expand(data, target_shape=(-1,) * (old_ndim - new_ndim) + new_shape)
return data, final_shape
def _recursive_apply(arr, func, depth):
if depth == 0: # regard this arr as item
return func(arr)
return tuple(_recursive_apply(sub, func=func, depth=depth-1) for sub in arr)
def apply_ragged_ndarray(arr, func, depth):
if not hasattr(depth, "__index__") or depth < 0:
raise ValueError(f"apply depth {depth} should be a nonnegative integer")
return _recursive_apply(arr=arr, func=func, depth=depth)
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crane_controllers/external/casadi-3.4.5/test/python/simulator.py | tingelst/crane | 2 | 68647 | #
# This file is part of CasADi.
#
# CasADi -- A symbolic framework for dynamic optimization.
# Copyright (C) 2010-2014 <NAME>, <NAME>, <NAME>,
# <NAME>. All rights reserved.
# Copyright (C) 2011-2014 <NAME>
#
# CasADi is free software; you can redistribute it and/or
# modify it under the terms of the GNU Lesser General Public
# License as published by the Free Software Foundation; either
# version 3 of the License, or (at your option) any later version.
#
# CasADi is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
# Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public
# License along with CasADi; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
#
#
from casadi import *
import casadi as c
import numpy
import numpy as n
import unittest
from types import *
from helpers import *
scipy_available = True
try:
import scipy.special
from scipy.linalg import expm
except:
scipy_available = False
class Simulatortests(casadiTestCase):
def setUp(self):
# Reference solution is q0 e^((t^3-t0^3)/(3 p))
t=SX.sym('t')
q=SX.sym('q')
p=SX.sym('p')
f={'t':t, 'x':q, 'p':p, 'ode':q/p*t**2}
opts = {}
opts['reltol'] = 1e-15
opts['abstol'] = 1e-15
opts['fsens_err_con'] = True
#opts['verbose'] = True
opts['t0'] = 0
opts['tf'] = 2.3
integrator = casadi.integrator('integrator', 'cvodes', f, opts)
q0 = MX.sym('q0')
par = MX.sym('p')
qend = integrator.call({'x0':q0,'p':par})['xf']
qe=Function('qe', [q0,par],[qend])
self.dae = f
self.integrator = integrator
self.qe=qe
self.qend=qend
self.q0=q0
self.par=par
self.f = f
self.num={'tend':2.3,'q0':7.1,'p':2}
pass
def test_sim_full(self):
self.message('Simulator inputs')
num = self.num
N = 4
tc = n.linspace(0,num['tend'], N)
t=SX.sym('t')
q=SX.sym('q')
p=SX.sym('p')
f={'t':t, 'x':q, 'p':p, 'ode':q/p*t**2}
opts = {}
opts['reltol'] = 1e-15
opts['abstol'] = 1e-15
opts['fsens_err_con'] = True
#opts['verbose'] = True
opts['grid'] = tc
opts['output_t0'] = True
integrator = casadi.integrator('integrator', 'cvodes', f, opts)
solution = Function('solution', {'x0':q, 'p':p, 'xf':horzcat(*[q*exp(t**3/(3*p)) for t in tc])},
casadi.integrator_in(), casadi.integrator_out())
f_in = {}
f_in['x0']=0.3
f_in['p']=0.7
self.checkfunction(integrator,solution,inputs=f_in,adj=False,jacobian=False,sens_der=False,evals=False,digits=6)
def test_simulator_time_offset(self):
self.message('CVodes integration: simulator time offset')
num=self.num
t = n.linspace(0.7,num['tend'],100)
opts = {}
opts['reltol'] = 1e-15
opts['abstol'] = 1e-15
opts['fsens_err_con'] = True
opts['grid'] = t
opts['output_t0'] = True
integrator = casadi.integrator('integrator', 'cvodes', self.dae, opts)
integrator_in = [0]*integrator.n_in();integrator_in[0]=[num['q0']]
integrator_in[1]=[num['p']]
integrator_out = integrator.call(integrator_in)
tend=num['tend']
q0=num['q0']
p=num['p']
self.assertAlmostEqual(integrator_out[0][0,-1],q0*exp((tend**3-0.7**3)/(3*p)),9,'Evaluation output mismatch')
if __name__ == '__main__':
unittest.main()
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Hermes_T_Box/TransmitterCode/Transceiver.py | maguayo6/SeniorDesign_159 | 0 | 170218 | """
Simple example of library usage.
"""
import time
import struct
import board
import busio
import digitalio as dio
from circuitpython_nrf24l01 import RF24
# addresses needs to be in a buffer protocol object (bytearray)
address = b'1Node'
# change these (digital output) pins accordingly
ce = dio.DigitalInOut(board.D4)
csn = dio.DigitalInOut(board.D5)
# using board.SPI() automatically selects the MCU's
# available SPI pins, board.SCK, board.MOSI, board.MISO
spi = busio.SPI(board.SCLK_1,board.MOSI_1,board.MISO_1) # init spi bus object
# we'll be using the dynamic payload size feature (enabled by default)
# initialize the nRF24L01 on the spi bus object
nrf = RF24(spi, csn, ce)
def master(count=5): # count = 5 will only transmit 5 packets
"""Transmits an incrementing integer every second"""
# set address of RX node into a TX pipe
nrf.open_tx_pipe(address)
# ensures the nRF24L01 is in TX mode
nrf.listen = False
while count:
# use struct.pack to packetize your data
# into a usable payload
buffer = struct.pack('<if',count, 1.0001)
# 'i' means a single 4 byte int value.
# '<' means little endian byte order. this may be optional
print("Sending: {} as struct: {}".format(count, buffer))
now = time.monotonic() * 1000 # start timer
result = nrf.send(buffer)
if result is None:
print('send() timed out')
elif not result:
print('send() failed')
else:
print('send() successful')
# print timer results despite transmission success
print('Transmission took',
time.monotonic() * 1000 - now, 'ms')
time.sleep(0.25)
count -= 1
def slave(count=3):
"""Polls the radio and prints the received value. This method expires
after 6 seconds of no received transmission"""
# set address of TX node into an RX pipe. NOTE you MUST specify
# which pipe number to use for RX, we'll be using pipe 0
# pipe number options range [0,5]
# the pipe numbers used during a transition don't have to match
nrf.open_rx_pipe(0, address)
nrf.listen = True # put radio into RX mode and power up
start = time.monotonic()
while count and (time.monotonic() - start) < 6:
if nrf.any():
# print details about the received packet (if any)
print("Found {} bytes on pipe {}\
".format(repr(nrf.any()), nrf.pipe()))
# retreive the received packet's payload
rx = nrf.recv() # clears flags & empties RX FIFO
# expecting an int, thus the string format '<i'
buffer = struct.unpack('<i', rx)
# print the only item in the resulting tuple from
# using `struct.unpack()`
print("Received: {}, Raw: {}".format(buffer[0], repr(rx)))
start = time.monotonic()
count -= 1
# this will listen indefinitely till count == 0
time.sleep(0.25)
# recommended behavior is to keep in TX mode while idle
nrf.listen = False # put the nRF24L01 is in TX mode
print("""\
nRF24L01 Simple test.\n\
Run slave() on receiver\n\
Run master() on transmitter""")
master(100)
#slave() | [
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seggradcam/seggradcam.py | kiraving/SegGradCAM | 47 | 1611425 | <gh_stars>10-100
import numpy as np
import cv2
from keras import backend as K
from skimage import measure
import matplotlib.pyplot as plt
from operator import sub
class SuperRoI: # or rename it to ClassRoI
def __init__(self, image =None):
self.image = image
self.roi = 1
self.fullroi = None
self.i = None
self.j = None
def setRoIij(self):
print("Shape of RoI: ", self.roi.shape)
self.i = np.where(self.roi == 1)[0]
self.j = np.where(self.roi == 1)[1]
print("Lengths of i and j index lists:", len(self.i), len(self.j))
def meshgrid(self):
# mesh for contour
ylist = np.linspace(0, self.image.shape[0], self.image.shape[0])
xlist = np.linspace(0, self.image.shape[1], self.image.shape[1])
return np.meshgrid(xlist, ylist) #returns X,Y
class ClassRoI(SuperRoI):
def __init__(self, model, image, cls):
preds = model.predict(np.expand_dims(image, 0))[0]
max_preds = preds.argmax(axis=-1)
self.image = image
self.roi = np.round(preds[..., cls] * (max_preds == cls)).reshape(image.shape[-3], image.shape[-2])
self.fullroi = self.roi
self.setRoIij()
def connectedComponents(self):
all_labels = measure.label(self.fullroi, background=0)
(values, counts) = np.unique(all_labels * (all_labels != 0), return_counts=True)
print("connectedComponents values, counts: ", values, counts)
return all_labels, values, counts
def largestComponent(self):
all_labels, values, counts = self.connectedComponents()
# find the largest component
ind = np.argmax(counts[values != 0]) + 1 # +1 because indexing starts from 0 for the background
print("argmax: ", ind)
# define RoI
self.roi = (all_labels == ind).astype(int)
self.setRoIij()
def smallestComponent(self):
all_labels, values, counts = self.connectedComponents()
ind = np.argmin(counts[values != 0]) + 1
print("argmin: ", ind) #
self.roi = (all_labels == ind).astype(int)
self.setRoIij()
class PixelRoI(SuperRoI):
def __init__(self, i, j, image):
self.image = image
self.roi = np.zeros((image.shape[-3], image.shape[-2]))
self.roi[i, j] = 1
self.i = i
self.j = j
class BiasRoI(SuperRoI):
def __init__(self, next_batch, image_id):
self.id = image_id
self.image = next_batch[0][image_id][..., 0]
self.gt_mask = next_batch[1][image_id] # shape: (64,64,11)
# self.tile_dict = next_batch[2][image_id]#[...,0]
self.biased_tile = next_batch[2][image_id]['biased_tile'][..., 0]
self.is_biased = next_batch[2][image_id]['is_biased'] # True or False
self.background = next_batch[2][image_id]['background'][..., 0]
self.digit_with_infill = next_batch[2][image_id]['digit_with_infill'][..., 0]
self.biased_mask = self.biased_tile * self.background
def biasedMask(self):
plt.title('Biased mask for image ' + str(self.id))
plt.imshow(self.biased_mask)
plt.colorbar()
return self.biased_mask
# save?
def unbiasedMask(self):
c = sub(self.background, self.biased_tile)
print(c.shape)
c = np.ones(c.shape) * [c > 0] # np.max(c,0)
B = c[0]
plt.title('Unbiased mask for image ' + str(self.id))
plt.imshow(B)
plt.colorbar()
return B
def biasedTextureContour(self):
# TODO: draw the contour around the image border where the biased mask is
# mesh for contour
X, Y = self.meshgrid()
plt.figure()
plt.imshow(self.image, cmap='gray')
plt.contour(X, Y, self.biased_mask) # colors=c)
plt.title('Contour for the biased mask')
plt.xlabel('x')
plt.ylabel('y')
plt.show()
class SegGradCAM:
"""Seg-Grad-CAM method for explanations of predicted segmentation masks.
Seg-Grad-CAM is applied locally to produce heatmaps showing the relevance of a set of pixels
or an individual pixel for semantic segmentation.
"""
def __init__(self, input_model, image, cls=-1, prop_to_layer='activation_9', prop_from_layer='last',
roi=SuperRoI(), # 1, #default: explain all the pixels that belong to cls
normalize=True, abs_w=False, posit_w=False):
self.input_model = input_model
self.image = image
#if cls == None:
# TODO: add option cls=-1 (predicted class) and cls=None (gt class)
# TODO print model's confidence (probability) in prediction
self.cls = cls # class
# prop_from_layer is the layer with logits prior to the last activation function
if prop_from_layer == 'last':
self.prop_from_layer = self.input_model.layers[-1].name
else:
self.prop_from_layer = prop_from_layer
self.prop_to_layer = prop_to_layer # an intermediate layer, typically of the bottleneck layers
self.roi = roi # M, a set of pixel indices of interest in the output mask.
self.normalize = normalize # [True, False] normalize the saliency map L_c
self.abs_w = abs_w # if True, absolute function is applied to alpha_c
self.posit_w = posit_w # if True, ReLU is applied to alpha_c
self.alpha_c = None # alpha_c, weights for importance of feature maps
self.A = None # A, feature maps from the intermediate prop_to_layer
self.grads_val = None # gradients of the logits y with respect to all pixels of each feature map 𝐴^𝑘
self.cam = None # activation map L_c
self.cam_max = None
def featureMapsGradients(self):
""" This method corresponds to the formula:
Sum [(d Sum y^c_ij) / (d A^k_uv)] , where
y^c_ij are logits for every pixel 𝑥_𝑖𝑗 and class c. Pixels x_ij are defined by the region of interest M.
A^k is a feature map number k. u,v - indexes of pixels of 𝐴^𝑘.
Return: A, gradients of the logits y with respect to all pixels of each feature map 𝐴^𝑘
"""
preprocessed_input = np.expand_dims(self.image, 0)
y_c = self.input_model.get_layer(self.prop_from_layer).output[
..., self.cls] * self.roi.roi # Mask the region of interest
#print("y_c: ", type(y_c), np.array(y_c))
conv_output = self.input_model.get_layer(self.prop_to_layer).output
#print("conv_output: ", type(conv_output), np.array(conv_output))
grads = K.gradients(y_c, conv_output)[0]
#print("grads: ", type(grads), grads)
# Normalize if necessary
# grads = normalize(grads)
gradient_function = K.function([self.input_model.input], [conv_output, grads])
output, grads_val = gradient_function([preprocessed_input])
self.A, self.grads_val = output[0, :], grads_val[0, :, :, :]
return self.A, self.grads_val
def gradientWeights(self):
"""Defines a matrix of alpha^k_c. Each alpha^k_c denotes importance (weights) of a feature map A^k for class c.
If abs_w=True, absolute values of the matrix are processed and returned as weights.
If posit_w=True, ReLU is applied to the matrix."""
self.alpha_c = np.mean(self.grads_val, axis=(0, 1))
if self.abs_w:
self.alpha_c = abs(self.alpha_c)
if self.posit_w:
self.alpha_c = np.maximum(self.alpha_c, 0)
return self.alpha_c
def activationMap(self):
"""The last step to get the activation map. Should be called after outputGradients and gradientWeights."""
# weighted sum of feature maps: sum of alpha^k_c * A^k
cam = np.dot(self.A, self.alpha_c) # *abs(grads_val) or max(grads_val,0)
img_dim = self.image.shape[:2]
cam = cv2.resize(cam, img_dim[::-1], cv2.INTER_LINEAR)
# apply ReLU to te sum
cam = np.maximum(cam, 0)
# normalize non-negative weighted sum
self.cam_max = cam.max()
if self.cam_max != 0 and self.normalize:
cam = cam / self.cam_max
self.cam = cam
return self.cam
def SGC(self):
"""Get the activation map"""
_, _ = self.featureMapsGradients()
_ = self.gradientWeights()
return self.activationMap()
def __sub__(self, otherSGC):
"""Subtraction experiment"""
pass
def average(self, otherSGCs):
"""average several seg-grad-cams"""
new_sgc = self.copy()
cam = self.SGC()
cams = [cam]
if otherSGCs is list:
for other in otherSGCs:
cams.append(other.SGC())
else:
cams.append(otherSGCs)
aver = None
for cc in cams:
aver += cc
print("aver shape: ", aver.shape)
new_sgc.cam = aver/len(cams)
return new_sgc
def sortbyMax(self):
"""sort a list of seg-grad-cams by their maximum in activation map before normalization
for f in sorted(listofSGCs, key = lambda x: x.sortbyMax()):
print(f.image, f.cls, f.prop_to_layer, f.roi, f.cam_max)
"""
return self.cam_max
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736,
1583,
29889,
11108,
29918,
3317,
13,
2
] |
tests/test_models/test_general_gnn.py | JonaBecher/spektral | 2,145 | 178420 | <reponame>JonaBecher/spektral<filename>tests/test_models/test_general_gnn.py
from spektral import models
from tests.test_models.core import MODES, run_model
config = {
"model": models.GeneralGNN,
"modes": [MODES["SINGLE"], MODES["DISJOINT"], MODES["MIXED"]],
"kwargs": {"output": 32, "connectivity": "cat", "pool": "sum"},
"edges": False,
"dense": False,
"sparse": True,
}
def test_model():
run_model(config)
config["kwargs"]["pool"] = None
run_model(config)
config["kwargs"]["connectivity"] = "sum"
run_model(config)
config["kwargs"]["connectivity"] = None
run_model(config)
| [
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app/geobox/model/project.py | omniscale/gbi-client | 2 | 168895 | <gh_stars>1-10
# This file is part of the GBI project.
# Copyright (C) 2012 Omniscale GmbH & Co. KG <http://omniscale.com>
#
# 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 datetime
import sqlalchemy as sa
from sqlalchemy import orm
from flaskext.babel import lazy_gettext
from . meta import Base
__all__ = ['Project', 'ExportProject', 'ImportProject']
class Project(Base):
__tablename__ = 'projects'
id = sa.Column(sa.Integer, primary_key=True)
title = sa.Column(sa.String, nullable=False)
time_created = sa.Column(sa.DateTime(), default=datetime.datetime.utcnow)
time_updated = sa.Column(sa.DateTime(), default=datetime.datetime.utcnow)
def in_progress(self):
for task in self.tasks:
if task.is_running:
return True
return False
def progress(self):
progress = 0
for task in self.tasks:
if task.progress:
progress += task.progress
else:
return None
return progress / len(self.tasks)
coverage = sa.Column(sa.String())
download_size = sa.Column(sa.Float())
type = sa.Column('type', sa.String(50))
__mapper_args__ = {'polymorphic_on': type}
tasks = orm.relationship('Task', backref="project")
class ExportProject(Project):
__tablename__ = 'projects_export'
__mapper_args__ = {'polymorphic_identity': 'export_project'}
project_type = task_type = lazy_gettext('project export')
id = sa.Column(sa.Integer, sa.ForeignKey('projects.id'), primary_key=True)
export_raster_layers = orm.relationship('ExportRasterLayer', backref='project', cascade="all, delete, delete-orphan")
export_vector_layers = orm.relationship('ExportVectorLayer', backref='project', cascade="all, delete, delete-orphan")
export_format = sa.Column(sa.String)
export_srs = sa.Column(sa.String)
class ImportProject(Project):
__tablename__ = 'projects_import'
__mapper_args__ = {'polymorphic_identity': 'import_project'}
task_type = lazy_gettext('project import')
id = sa.Column(sa.Integer, sa.ForeignKey('projects.id'), primary_key=True)
import_raster_layers = orm.relationship('ImportRasterLayer', backref='project', cascade="all, delete, delete-orphan")
update_tiles = sa.Column(sa.Boolean(), default=False) | [
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] |
wx_send.py | Kenneth111/moyu_tools | 4 | 98179 | import sys, os, getopt, time, datetime
from wxpy import *
def filesExist(fileList):
for i, aFile in enumerate(fileList):
if not os.path.exists(aFile):
print("warning: the {}th file, {}, doesn't exist.".format(i + 1, aFile))
return False
return True
def readFile(filename):
infoList = []
with open(filename, "rb") as f:
for line in f.readlines():
infoList.append(line.strip())
return infoList
def main(argv):
now = datetime.datetime.now()
dayDelta = datetime.timedelta(days = 0)
h = 0
m = 16
fileList = []
messageList = []
user = ""
group = ""
try:
opts, args = getopt.getopt(argv,"d:h:m:f:t:u:g:")
except getopt.GetoptError:
print ('wx_send.py -d <today(0) or tomorrow(1)> -h <hour 0-24> -m <minutes 0-59> -f <a file list> -t <a message list> -u <user name> -g <group name>')
sys.exit(1)
for opt, arg in opts:
if opt == '--help':
print ('wx_send.py -d <today(0) or tomorrow(1)> -h <hour 0-24> -m <minutes 0-59> -f <a file list> -t <a message list> -u <user name> -g <group name>')
sys.exit()
elif opt == "-d":
dayDelta = datetime.timedelta(days = int(arg))
elif opt == "-h":
h = int(arg)
elif opt == "-m":
m = int(arg)
elif opt == "-f":
fileList = readFile(arg)
if not filesExist(fileList):
sys.exit()
elif opt == "-t":
messageList = readFile(arg)
elif opt == "-u":
user = arg
elif opt == "-g":
group = arg
if user == "" and group == "":
print("please specify a user or group")
sys.exit()
bot = Bot()
if user != "":
userList = bot.friends().search(user)
try:
userObj = ensure_one(userList)
except Exception as e:
print(e)
sys.exit(2)
if group != "":
groupList = bot.groups().search(group)
try:
groupObj = ensure_one(groupList)
except Exception as e:
print(e)
sys.exit(2)
aTime = now.replace(hour = h, minute=m)
aTime = aTime + dayDelta
while datetime.datetime.now() < aTime:
time.sleep(20)
for aFile in fileList:
try:
if user != "":
userObj.send_file(aFile.decode("utf-8"))
if group != "":
groupObj.send_file(aFile.decode("utf-8"))
except Exception as e:
print(e)
print(aFile)
for aMessage in messageList:
try:
if user != "":
userObj.send(aMessage.decode("utf-8"))
if group != "":
groupObj.send(aMessage.decode("utf-8"))
except Exception as e:
print(e)
print(aMessage)
if __name__ == "__main__":
main(sys.argv[1:]) | [
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] |
setup.py | ckingdev/sortedcounter | 0 | 1615227 | from distutils.core import setup
setup(
name='sortedcounter',
version='0.1',
packages=['sortedcounter'],
license='MIT',
author='<NAME>',
author_email = '<EMAIL>',
url = 'https://github.com/ckingdev/sortedcounter',
download_url = 'https://github.com/ckingdev/sortedcounter/archive/0.1.tar.gz',
keywords = ['counter', 'collection', 'sorted', 'dict'],
classifiers = [],
description='A Counter like the collections class but with sorted keys.',
)
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src/core/tests/widgets/test_imageview.py | luizoti/toga | 1,261 | 97494 | <filename>src/core/tests/widgets/test_imageview.py<gh_stars>1000+
import toga
import toga_dummy
from toga_dummy.utils import TestCase
class ImageViewTests(TestCase):
def setUp(self):
super().setUp()
# We need a test app to trigger app module discovery
self.app = toga.App(
formal_name="Test App",
app_id="org.beeware.test-app",
factory=toga_dummy.factory,
)
self.image_view = toga.ImageView(factory=toga_dummy.factory)
def test_widget_created(self):
self.assertEqual(self.image_view._impl.interface, self.image_view)
self.assertActionPerformed(self.image_view, 'create ImageView')
def test_setting_image_invokes_impl_method(self):
new_image = 'not a image'
# Binding a non-existent image raises an exception
try:
self.image_view.image = new_image
self.fail("Image should not bind")
except FileNotFoundError:
pass
# self.assertEqual(self.image_view._image, new_image)
# self.assertValueSet(self.image_view, 'image', new_image)
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] |
tests/api/tests/test_route_text_payload.py | MyDataShare/access-gateway | 1 | 56703 | <reponame>MyDataShare/access-gateway<gh_stars>1-10
from unittest import main
from .helpers import api, test_base
text = """
Nocturne
Ruislinnun laulu korvissani,
tähkäpäiden päällä täysi kuu;
kesä-yön on onni omanani,
kaskisavuun laaksot verhouu.
En ma iloitse, en sure, huokaa;
mutta metsän tummuus mulle tuokaa,
puunto pilven, johon päivä hukkuu,
siinto vaaran tuulisen, mi nukkuu,
tuoksut vanamon ja varjot veen;
niistä sydämeni laulun teen.
Sulle laulan neiti, kesäheinä,
sydämeni suuri hiljaisuus,
uskontoni, soipa säveleinä,
tammenlehvä-seppel vehryt, uus.
En ma enää aja virvatulta,
onpa kädessäni onnen kulta;
pienentyy mun ympär’ elon piiri;
aika seisoo, nukkuu tuuliviiri;
edessäni hämäräinen tie
tuntemattomahan tupaan vie.
<NAME>
"""
class RouteTextPayloadCases:
class RouteTextPayloadBase(test_base.TestBase):
def test_text_in_json(self):
json = self.res.json()
arg = 'text'
self.assertIn(arg, json)
self.assertEqual(json[arg], text)
class TestRouteTextPayloadPost(RouteTextPayloadCases.RouteTextPayloadBase, test_base.TestBase, api.APITests):
@classmethod
def setup(cls):
cls.res = api.post(
cls.v['AGW'] + '/test_route_text_payload_post',
text=text
)
class TestRouteTextPayloadPut(RouteTextPayloadCases.RouteTextPayloadBase, test_base.TestBase, api.APITests):
@classmethod
def setup(cls):
cls.res = api.put(
cls.v['AGW'] + '/test_route_text_payload_put',
text=text
)
class TestRouteTextPayloadPatch(RouteTextPayloadCases.RouteTextPayloadBase, test_base.TestBase, api.APITests):
@classmethod
def setup(cls):
cls.res = api.patch(
cls.v['AGW'] + '/test_route_text_payload_patch',
text=text
)
if __name__ == '__main__':
main()
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scripts/train.py | m-bain/pytorch-image-models | 1 | 119068 | from torchvision import datasets
ds = datasets.UCF101(root='/datasets/UCF101-24',
annotation_path='/datasets/UCF101-24/UCF101_24Action_Detection_Annotations/UCF101_24Action_Detection_Annotations',
frames_per_clip=4)
import pdb; pdb.set_trace() | [
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client/python/tests/hardware_test.py | lbarman/gaia | 0 | 71521 | <filename>client/python/tests/hardware_test.py
#!/usr/bin/python3
import sys
import os.path
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), os.path.pardir)))
import subprocess
import datetime
from os import listdir
from os.path import join
import gaia_client.gpio_init as gpios
import gaia_client.constants as constants
from RPLCD.i2c import CharLCD
from gaia_client.DHT22 import DHT22Sensor
import time
try:
import RPi.GPIO as GPIO
except RuntimeError:
print("Error importing RPi.GPIO! Is this running with sudo ?")
sys.exit(1)
separator = "*" * 60
def shell(cmd):
result = subprocess.run(cmd, stdout=subprocess.PIPE)
return result.stdout.decode('utf-8')
print(separator)
print("*** The AM2301 temperature/humidity ***\n")
sensor = DHT22Sensor(gpio=gpios.GPIO_PIN_AM2301)
try:
i = 0
while i < 10:
print("Attempt", i, sensor.read())
time.sleep(2)
i += 1
except Exception as e:
print("Exception", e)
sensor.cleanup()
print("Continue ? [Enter]")
input()
print(separator)
print("*** Testing for the W-1 sensors ***\n")
w1sensors = [f for f in listdir(constants.ONE_WIRE_DEVICES_PATH) if f.startswith(constants.ONE_WIRE_SENSOR_NAME_STARTSWITH)]
print("There should be two sensors shown:")
print(",".join(w1sensors) + "\n")
for w1sensor in w1sensors:
print("Reading from", w1sensor)
with open(join(constants.ONE_WIRE_DEVICES_PATH, w1sensor, constants.ONE_WIRE_SENSOR_DATA_LOCATION) , 'r') as content_file:
print(content_file.read())
print("Continue ? [Enter]")
input()
print(separator)
print("*** Testing for the LCD screen ***\n")
print("i2cdetect -y 1 should show exactly one address")
print(shell(['i2cdetect', '-y', '1']))
print("Pin is expected to be", gpios.LCD_I2C_ADDRESS, ". If not, edit the constants. Continue ? [Enter]")
input()
lcd = CharLCD('PCF8574', int(gpios.LCD_I2C_ADDRESS, 16))
lcd.clear()
lcd.write_string('LCD OK ' + str(datetime.datetime.now().time())[0:8])
print("LCD should read \"OK\". Continue ? [Enter]")
input()
print(separator)
print("*** Testing the feeder's led ***\n")
GPIO.output(gpios.GPIO_PIN_LED_FEEDING, GPIO.HIGH)
print("Feeder's LED should be ON. Continue ? [Enter]")
input()
GPIO.output(gpios.GPIO_PIN_LED_FEEDING, GPIO.LOW)
print("Feeder's LED should be OFF. Continue ? [Enter]")
input()
print(separator)
print("*** Testing the feeder's button ***\n")
print("Press on the button. The LCD should display the event.")
def callback(channel):
if GPIO.input(gpios.GPIO_PIN_BUTTON_FEEDING) == GPIO.HIGH:
lcd.clear()
lcd.write_string('BUTTON1 ___ ' + str(datetime.datetime.now().time())[0:8])
print("Feeder's Button pressed ___")
else:
lcd.clear()
lcd.write_string('BUTTON1 _-_ ' + str(datetime.datetime.now().time())[0:8])
print("Feeder's Button released _-_")
GPIO.setup(gpios.GPIO_PIN_BUTTON_FEEDING, GPIO.IN, pull_up_down=GPIO.PUD_DOWN)
GPIO.add_event_detect(gpios.GPIO_PIN_BUTTON_FEEDING, GPIO.BOTH, callback=callback, bouncetime=200)
print("Continue ? [Enter]")
input()
print(separator)
print("*** Feeder's continuous servo ***\n")
print("This will start the motor. Press Enter to stop afterwards. Start ? [Enter]")
input()
GPIO.setup(gpios.GPIO_PIN_SERVO_FEEDING, GPIO.OUT)
p = GPIO.PWM(gpios.GPIO_PIN_SERVO_FEEDING, 2500)
p.start(1)
input('Press return to stop:') # use raw_input for Python 2
p.stop()
print(separator)
print("*** Testing the watering system's led ***\n")
GPIO.output(gpios.GPIO_PIN_LED_WATERING, GPIO.HIGH)
print("Watering system's LED should be ON. Continue ? [Enter]")
input()
GPIO.output(gpios.GPIO_PIN_LED_WATERING, GPIO.LOW)
print("Watering system's LED should be OFF. Continue ? [Enter]")
input()
print(separator)
print("*** Testing the watering systems's button ***\n")
print("Press on the button. The LCD should display the event.")
def callback2(channel):
if GPIO.input(gpios.GPIO_PIN_BUTTON_WATERING) == GPIO.HIGH:
lcd.clear()
lcd.write_string('BUTTON2 ___ ' + str(datetime.datetime.now().time())[0:8])
print("Watering System's Button pressed ___")
else:
lcd.clear()
lcd.write_string('BUTTON2 _-_ ' + str(datetime.datetime.now().time())[0:8])
print("Watering System's Button released _-_")
GPIO.setup(gpios.GPIO_PIN_BUTTON_WATERING, GPIO.IN, pull_up_down=GPIO.PUD_DOWN)
GPIO.add_event_detect(gpios.GPIO_PIN_BUTTON_WATERING, GPIO.BOTH, callback=callback2, bouncetime=200)
print("Continue ? [Enter]")
input()
print(separator)
print("*** Testing the watering system's led ***\n")
def test_relay(id, pin):
GPIO.output(pin, GPIO.HIGH)
print("Watering system's Relay", id, "should be ON. Continue ? [Enter]")
input()
GPIO.output(pin, GPIO.LOW)
print("Watering system's Relay", id, "should be OFF. Continue ? [Enter]")
input()
test_relay(1, gpios.GPIO_PIN_RELAY1_WATERING)
test_relay(2, gpios.GPIO_PIN_RELAY2_WATERING)
test_relay(3, gpios.GPIO_PIN_RELAY3_WATERING)
test_relay(4, gpios.GPIO_PIN_RELAY4_WATERING)
print("All done, GPIO's should cleanup automatically.") | [
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] |
lab/migrations/0003_auto_20191202_1534.py | jtdub/prod2lab | 11 | 25244 | <filename>lab/migrations/0003_auto_20191202_1534.py
# Generated by Django 2.2.8 on 2019-12-02 15:34
from django.db import migrations, models
import django.db.models.deletion
from lab.models import OperatingSystem
def initial_os_data(app, schema_editor):
data = [
{"os": "ios", "os_type": "cisco_ios", "term_length": "terminal length 0", "fetch_config": "show running-config"},
{"os": "iosxr", "os_type": "cisco_xr", "term_length": "terminal length 0", "fetch_config": "show running-config"},
{"os": "iosxe", "os_type": "cisco_xe", "term_length": "terminal length 0", "fetch_config": "show running-config"},
{"os": "nxos", "os_type": "cisco_nxos", "term_length": "terminal length 0", "fetch_config": "show running-config"},
{"os": "eos", "os_type": "arista_eos", "term_length": "terminal length 0", "fetch_config": "show running-config"},
{"os": "edgeos", "os_type": "vyos", "term_length": "terminal length 0", "fetch_config": "show configuration"},
]
for item in data:
OperatingSystem.objects.create(
name=item['os'],
netmiko_type=item['os_type'],
terminal_length_cmd=item['term_length'],
fetch_config_cmd=item['fetch_config']
)
class Migration(migrations.Migration):
dependencies = [
('lab', '0002_auto_20191120_1951'),
]
operations = [
migrations.CreateModel(
name='OperatingSystem',
fields=[
('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
('name', models.CharField(max_length=255)),
('netmiko_type', models.CharField(max_length=255)),
('terminal_length_cmd', models.CharField(max_length=255)),
('fetch_config_cmd', models.CharField(max_length=255)),
],
),
migrations.AlterField(
model_name='device',
name='os_type',
field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='lab.OperatingSystem'),
),
migrations.RunPython(initial_os_data),
]
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2
] |
Eidolon windowed.py | venaxyt/Eidolon-Windowed | 1 | 113241 | <reponame>venaxyt/Eidolon-Windowed
import threading, requests, gratient, random, pygame, string, io
banner = """
▄███▄ ▄█ ██▄ ████▄ █ ████▄ ▄
█▀ ▀ ██ █ █ █ █ █ █ █ █
██▄▄ ██ █ █ █ █ █ █ █ ██ █
█▄ ▄▀ ▐█ █ █ ▀████ ███▄ ▀████ █ █ █
▀███▀ ▐ ███▀ ▀ █ █ █
v e n a x █ ██
"""
print(gratient.purple(banner))
global FREEIMAGEHOST_image_link_valid
FREEIMAGEHOST_image_link_valid = ""
actual_image_link = ""
link_image = False
def FREEIMAGEHOST():
while True:
image_code = "".join(random.choice(string.ascii_uppercase + string.digits + string.ascii_lowercase) for x in range(6))
FREEIMAGEHOST_image_link = f"https://iili.io/{image_code}.png"
FREEIMAGEHOST_image = requests.get(FREEIMAGEHOST_image_link)
if FREEIMAGEHOST_image.status_code == 200:
print(gratient.blue(f" [>] FREEIMAGEHOST : {FREEIMAGEHOST_image_link}"), end = "")
global FREEIMAGEHOST_image_link_valid
FREEIMAGEHOST_image_link_valid = FREEIMAGEHOST_image_link
threading.Thread(target = FREEIMAGEHOST).start(); threading.Thread(target = FREEIMAGEHOST).start(); threading.Thread(target = FREEIMAGEHOST).start()
pygame.init()
screen = pygame.display.set_mode((950, 600))
pygame.display.set_caption("Eidolon")
while True:
screen.fill((0, 0, 0))
if not FREEIMAGEHOST_image_link_valid == "" and not FREEIMAGEHOST_image_link_valid == actual_image_link:
actual_image_link = FREEIMAGEHOST_image_link_valid
try:
link_image = pygame.image.load(io.BytesIO(requests.get(FREEIMAGEHOST_image_link_valid).content))
link_image = pygame.transform.scale(link_image, (950, 600))
except:
pass
if link_image:
screen.blit(link_image, (0, 0))
for event in pygame.event.get():
if event.type == pygame.QUIT:
pygame.quit()
quit()
pygame.display.update()
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13,
2
] |
Mac/Modules/ctl/ctledit.py | deadsnakes/python2.3 | 0 | 173001 | # FindControlUnderMouse() returns an existing control, not a new one,
# so create this one by hand.
f = Function(ExistingControlHandle, 'FindControlUnderMouse',
(Point, 'inWhere', InMode),
(WindowRef, 'inWindow', InMode),
(SInt16, 'outPart', OutMode),
)
functions.append(f)
f = Function(ControlHandle, 'as_Control',
(Handle, 'h', InMode))
functions.append(f)
f = Method(Handle, 'as_Resource', (ControlHandle, 'ctl', InMode))
methods.append(f)
f = Method(void, 'GetControlRect', (ControlHandle, 'ctl', InMode), (Rect, 'rect', OutMode))
methods.append(f)
DisposeControl_body = """
if (!PyArg_ParseTuple(_args, ""))
return NULL;
if ( _self->ob_itself ) {
SetControlReference(_self->ob_itself, (long)0); /* Make it forget about us */
DisposeControl(_self->ob_itself);
_self->ob_itself = NULL;
}
Py_INCREF(Py_None);
_res = Py_None;
return _res;
"""
f = ManualGenerator("DisposeControl", DisposeControl_body)
f.docstring = lambda : "() -> None"
methods.append(f)
# All CreateXxxXxxControl() functions return a new object in an output
# parameter; these should however be managed by us (we're creating them
# after all), so set the type to ControlRef.
for f in functions:
if f.name.startswith("Create"):
v = f.argumentList[-1]
if v.type == ExistingControlHandle:
v.type = ControlRef
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] |
python/cvi_toolkit/utils/alphapose_util.py | sophgo/tpu_compiler | 3 | 99686 | import cv2
import math
import numpy as np
from utils.pPose_nms import pose_nms
def get_3rd_point(a, b):
"""Return vector c that perpendicular to (a - b)."""
direct = a - b
return b + np.array([-direct[1], direct[0]], dtype=np.float32)
def get_dir(src_point, rot_rad):
"""Rotate the point by `rot_rad` degree."""
sn, cs = np.sin(rot_rad), np.cos(rot_rad)
src_result = [0, 0]
src_result[0] = src_point[0] * cs - src_point[1] * sn
src_result[1] = src_point[0] * sn + src_point[1] * cs
return src_result
def get_affine_transform(center,
scale,
rot,
output_size,
shift=np.array([0, 0], dtype=np.float32),
inv=0):
if not isinstance(scale, np.ndarray) and not isinstance(scale, list):
scale = np.array([scale, scale])
scale_tmp = scale
src_w = scale_tmp[0]
dst_w = output_size[0]
dst_h = output_size[1]
rot_rad = np.pi * rot / 180
src_dir = get_dir([0, src_w * -0.5], rot_rad)
dst_dir = np.array([0, dst_w * -0.5], np.float32)
src = np.zeros((3, 2), dtype=np.float32)
dst = np.zeros((3, 2), dtype=np.float32)
src[0, :] = center + scale_tmp * shift
src[1, :] = center + src_dir + scale_tmp * shift
dst[0, :] = [dst_w * 0.5, dst_h * 0.5]
dst[1, :] = np.array([dst_w * 0.5, dst_h * 0.5]) + dst_dir
src[2:, :] = get_3rd_point(src[0, :], src[1, :])
dst[2:, :] = get_3rd_point(dst[0, :], dst[1, :])
if inv:
trans = cv2.getAffineTransform(np.float32(dst), np.float32(src))
else:
trans = cv2.getAffineTransform(np.float32(src), np.float32(dst))
return trans
def _center_scale_to_box(center, scale):
pixel_std = 1.0
w = scale[0] * pixel_std
h = scale[1] * pixel_std
xmin = center[0] - w * 0.5
ymin = center[1] - h * 0.5
xmax = xmin + w
ymax = ymin + h
bbox = [xmin, ymin, xmax, ymax]
return bbox
def _box_to_center_scale(x, y, w, h, aspect_ratio=1.0, scale_mult=1.25):
"""Convert box coordinates to center and scale.
adapted from https://github.com/Microsoft/human-pose-estimation.pytorch
"""
pixel_std = 1
center = np.zeros((2), dtype=np.float32)
center[0] = x + w * 0.5
center[1] = y + h * 0.5
if w > aspect_ratio * h:
h = w / aspect_ratio
elif w < aspect_ratio * h:
w = h * aspect_ratio
scale = np.array(
[w * 1.0 / pixel_std, h * 1.0 / pixel_std], dtype=np.float32)
if center[0] != -1:
scale = scale * scale_mult
return center, scale
def preprocess(bgr_img, bbox, pose_h=256, pose_w=192):
# x, y, w, h = bbox
x = bbox[0]
y = bbox[1]
w = bbox[2]
h = bbox[3]
_aspect_ratio = float(pose_w) / pose_h # w / h
# TODO - test without roi align, crop directly
center, scale = _box_to_center_scale(
x, y, w, h,_aspect_ratio)
scale = scale * 1.0
trans = get_affine_transform(center, scale, 0, [pose_w, pose_h])
align_img = cv2.warpAffine(bgr_img, trans, (int(pose_w), int(pose_h)), flags=cv2.INTER_LINEAR)
align_bbox = _center_scale_to_box(center, scale)
# TODO - get data from yolo preprocess
rgb_align_img = cv2.cvtColor(align_img, cv2.COLOR_BGR2RGB)
align_img = np.transpose(rgb_align_img, (2, 0, 1)) # C*H*W
align_img = align_img / 255.0
align_img[0, :, :] += -0.406
align_img[1, :, :] += -0.457
align_img[2, :, :] += -0.48
return align_img, align_bbox
# postprocess function
def get_max_pred(heatmaps):
num_joints = heatmaps.shape[0]
width = heatmaps.shape[2]
heatmaps_reshaped = heatmaps.reshape((num_joints, -1))
idx = np.argmax(heatmaps_reshaped, 1)
maxvals = np.max(heatmaps_reshaped, 1)
maxvals = maxvals.reshape((num_joints, 1))
idx = idx.reshape((num_joints, 1))
preds = np.tile(idx, (1, 2)).astype(np.float32)
preds[:, 0] = (preds[:, 0]) % width
preds[:, 1] = np.floor((preds[:, 1]) / width)
pred_mask = np.tile(np.greater(maxvals, 0.0), (1, 2))
pred_mask = pred_mask.astype(np.float32)
preds *= pred_mask
return preds, maxvals
def affine_transform(pt, t):
new_pt = np.array([pt[0], pt[1], 1.]).T
new_pt = np.dot(t, new_pt)
return new_pt[:2]
def transform_preds(coords, center, scale, output_size):
target_coords = np.zeros(coords.shape)
trans = get_affine_transform(center, scale, 0, output_size, inv=1)
target_coords[0:2] = affine_transform(coords[0:2], trans)
return target_coords
def heatmap_to_coord_simple(hms, bbox):
coords, maxvals = get_max_pred(hms)
hm_h = hms.shape[1]
hm_w = hms.shape[2]
# post-processing
for p in range(coords.shape[0]):
hm = hms[p]
px = int(round(float(coords[p][0])))
py = int(round(float(coords[p][1])))
if 1 < px < hm_w - 1 and 1 < py < hm_h - 1:
diff = np.array((hm[py][px + 1] - hm[py][px - 1],
hm[py + 1][px] - hm[py - 1][px]))
coords[p] += np.sign(diff) * .25
preds = np.zeros_like(coords)
# transform bbox to scale
xmin, ymin, xmax, ymax = bbox
w = xmax - xmin
h = ymax - ymin
center = np.array([xmin + w * 0.5, ymin + h * 0.5])
scale = np.array([w, h])
# Transform back
for i in range(coords.shape[0]):
preds[i] = transform_preds(coords[i], center, scale,
[hm_w, hm_h])
return preds, maxvals
def postprocess(pose_preds, align_bbox_list, yolo_preds):
# align_bbox_list: [[x1 y1 x2 y2], [x1 y1 x2 y2], ...]
# yolo_preds: [[[x y w h], score, cls],[[x y w h], score, cls], [[x y w h], score, cls]]
eval_joints = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]
pose_coords = []
pose_scores = []
for pred, bbox in zip(pose_preds, align_bbox_list):
pred = np.squeeze(pred, axis=0)
pose_coord, pose_score = heatmap_to_coord_simple(pred[eval_joints], bbox)
pose_coords.append(np.expand_dims(pose_coord, axis=0))
pose_scores.append(np.expand_dims(pose_score, axis=0))
if len(pose_scores) == 0:
return []
preds_img = np.asarray(pose_coords) # [5, 1, 17, 1]
preds_img = np.squeeze(preds_img, axis=1)
preds_scores = np.asarray(pose_scores) # [5, 1, 17, 2]
preds_scores = np.squeeze(preds_scores, axis=1)
return pose_nms(yolo_preds, preds_img, preds_scores)
def draw(bgr_img, pred):
l_pair = [
(0, 1), (0, 2), (1, 3), (2, 4), # Head
(5, 6), (5, 7), (7, 9), (6, 8), (8, 10),
(17, 11), (17, 12), # Body
(11, 13), (12, 14), (13, 15), (14, 16)
]
p_color = [(0, 255, 255), (0, 191, 255), (0, 255, 102), (0, 77, 255), (0, 255, 0), # Nose, LEye, REye, LEar, REar
(77, 255, 255), (77, 255, 204), (77, 204, 255), (191, 255, 77), (77, 191, 255), (191, 255, 77), # LShoulder, RShoulder, LElbow, RElbow, LWrist, RWrist
(204, 77, 255), (77, 255, 204), (191, 77, 255), (77, 255, 191), (127, 77, 255), (77, 255, 127), (0, 255, 255)] # LHip, RHip, LKnee, Rknee, LAnkle, RAnkle, Neck
line_color = [(0, 215, 255), (0, 255, 204), (0, 134, 255), (0, 255, 50),
(77, 255, 222), (77, 196, 255), (77, 135, 255), (191, 255, 77), (77, 255, 77),
(77, 222, 255), (255, 156, 127),
(0, 127, 255), (255, 127, 77), (0, 77, 255), (255, 77, 36)]
img = bgr_img.copy()
height, width = img.shape[:2]
img = cv2.resize(img, (int(width / 2), int(height / 2)))
for human in pred:
part_line = {}
kp_preds = human['keypoints']
kp_scores = human['kp_score']
kp_preds = np.concatenate((kp_preds, np.expand_dims((kp_preds[5, :] + kp_preds[6, :]) / 2, axis=0)), axis=0)
kp_scores = np.concatenate((kp_scores, np.expand_dims((kp_scores[5, :] + kp_scores[6, :]) / 2, axis=0)), axis=0)
# Draw keypoints
for n in range(kp_scores.shape[0]):
if kp_scores[n] <= 0.35:
continue
cor_x, cor_y = int(kp_preds[n, 0]), int(kp_preds[n, 1])
part_line[n] = (int(cor_x / 2), int(cor_y / 2))
bg = img.copy()
cv2.circle(bg, (int(cor_x / 2), int(cor_y / 2)), 2, p_color[n], -1)
# Now create a mask of logo and create its inverse mask also
transparency = max(0, min(1, kp_scores[n]))
img = cv2.addWeighted(bg, transparency, img, 1 - transparency, 0)
# Draw limbs
for i, (start_p, end_p) in enumerate(l_pair):
if start_p in part_line and end_p in part_line:
start_xy = part_line[start_p]
end_xy = part_line[end_p]
bg = img.copy()
X = (start_xy[0], end_xy[0])
Y = (start_xy[1], end_xy[1])
mX = np.mean(X)
mY = np.mean(Y)
length = ((Y[0] - Y[1]) ** 2 + (X[0] - X[1]) ** 2) ** 0.5
angle = math.degrees(math.atan2(Y[0] - Y[1], X[0] - X[1]))
stickwidth = (kp_scores[start_p] + kp_scores[end_p]) + 1
polygon = cv2.ellipse2Poly((int(mX), int(mY)), (int(length / 2), stickwidth), int(angle), 0, 360, 1)
cv2.fillConvexPoly(bg, polygon, line_color[i])
# cv2.line(bg, start_xy, end_xy, line_color[i], (2 * (kp_scores[start_p] + kp_scores[end_p])) + 1)
transparency = max(0, min(1, 0.5 * (kp_scores[start_p] + kp_scores[end_p])))
img = cv2.addWeighted(bg, transparency, img, 1 - transparency, 0)
img = cv2.resize(img, (width, height), interpolation=cv2.INTER_CUBIC)
return img | [
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data/python/pattern_10/code.py | MKAbuMattar/grammind-api | 3 | 32177 | <filename>data/python/pattern_10/code.py
#MAIN PROGRAM STARTS HERE:
num = int(input('Enter the number of rows and columns for the square: '))
for x in range(1, num + 1):
for y in range(1, num - 2 + 1):
print ('{} {} '.format(x, y), end='')
print() | [
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paper/plots.py | ii-research-yu/pgbm | 79 | 112624 | <reponame>ii-research-yu/pgbm
# -*- coding: utf-8 -*-
"""
Created on Wed Jan 27 08:53:20 2021
@author: ospra
"""
#%%
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
sns.set(rc={'text.usetex' : True}, style='white')
# sns.set_style("white")
#%% Load values
algorithms = ['pgbm_gpu','lightgbm_cpu','ngboost_cpu']
filename = 'experiments/01_uci_benchmark/exp1_'
df = pd.DataFrame()
for algorithm in algorithms:
dfc = pd.read_csv(filename + algorithm + '.csv', index_col=0)
df = pd.concat((df, dfc), axis=0)
#%% CRPS
data = df[['method', 'dataset', 'crps_test']].copy()
data = data[data.method != 'lightgbm']
data = data[data.dataset != 'higgs']
#data['dataset'] = pd.Categorical(data.dataset, categories = ['yacht', 'boston', 'energy', 'concrete', 'wine', 'kin8nm', 'power', 'naval', 'protein','msd'])
data.columns = ['Method','Dataset','CRPS']
pgbm_median = data[data.Method == 'pgbm'].groupby(['Dataset'])['CRPS'].median()
pgbm_median.name = 'crps_test_pgbm_median'
data = pd.merge(data, pgbm_median, how='left', on='Dataset')
data['NCRPS'] = data['CRPS'] / data['crps_test_pgbm_median']
colors = ['#ff7f0e','#1f77b4','#2ca02c']
sns.set_palette(sns.color_palette(colors))
datasets = ['yacht', 'boston', 'energy', 'concrete', 'wine', 'kin8nm', 'power', 'naval', 'protein','msd']
fig, axes = plt.subplots(2, 5)
for i, ax in enumerate(fig.axes):
dataset = datasets[i]
subset = data[data.Dataset == dataset]
sns.boxplot(ax = ax, x = 'Dataset', y='NCRPS', data = subset, hue='Method', width=1, showfliers=False)
ax.set_xticks([])
ax.set_xlabel(xlabel='')
ax.set_title(label=dataset, fontsize=24)
if i == 0 or i == 5:
ax.set_ylabel(ylabel = 'CRPS', fontsize=24)
else:
ax.set_ylabel(ylabel = '', fontsize=0)
ax.tick_params(labelsize=24)
# ax.set_yticklabels(ax.get_yticks(), size = 15)
ax.spines['top'].set_color('white')
ax.spines['right'].set_color('white')
ax.legend_.remove()
handles, labels = ax.get_legend_handles_labels()
leg = fig.legend(handles, labels, loc = 'lower center', ncol=2, fontsize=24)
leg.get_frame().set_linewidth(0.0)
fig.tight_layout()
#%% RMSE
data = df[['method', 'dataset', 'rmse_test']].copy()
#data = data[data.method != 'lightgbm']
data = data[data.dataset != 'higgs']
#data['dataset'] = pd.Categorical(data.dataset, categories = ['yacht', 'boston', 'energy', 'concrete', 'wine', 'kin8nm', 'power', 'naval', 'protein','msd'])
data['method'] = pd.Categorical(data.method, categories = ['pgbm', 'ngboost', 'lightgbm'])
data.columns = ['Method','Dataset','RMSE']
pgbm_median = data[data.Method == 'pgbm'].groupby(['Dataset'])['RMSE'].median()
pgbm_median.name = 'rmse_test_pgbm_median'
data = pd.merge(data, pgbm_median, how='left', on='Dataset')
data['NRMSE'] = data['RMSE'] / data['rmse_test_pgbm_median']
colors = ['#ff7f0e','#1f77b4','#2ca02c']
sns.set_palette(sns.color_palette(colors))
datasets = ['yacht', 'boston', 'energy', 'concrete', 'wine', 'kin8nm', 'power', 'naval', 'protein','msd']
fig, axes = plt.subplots(2, 5)
for i, ax in enumerate(fig.axes):
dataset = datasets[i]
subset = data[data.Dataset == dataset]
sns.boxplot(ax = ax, x = 'Dataset', y='NRMSE', data = subset, hue='Method', width=1, showfliers=False)
ax.set_xticks([])
ax.set_xlabel(xlabel='')
ax.set_title(label=dataset, fontsize=24)
if i == 0 or i == 5:
ax.set_ylabel(ylabel = 'RMSE', fontsize=24)
else:
ax.set_ylabel(ylabel = '', fontsize=0)
ax.tick_params(labelsize=24)
ax.spines['top'].set_color('white')
ax.spines['right'].set_color('white')
ax.legend_.remove()
handles, labels = ax.get_legend_handles_labels()
leg = fig.legend(handles, labels, loc = 'lower center', ncol=3, fontsize=24)
leg.get_frame().set_linewidth(0.0)
fig.tight_layout() | [
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auth/views.py | KenMwaura1/zoo_pitch | 2 | 36216 | <reponame>KenMwaura1/zoo_pitch<gh_stars>1-10
from flask import flash, render_template, redirect, request, url_for
from flask_login import login_required, login_user, logout_user
from . import auth
from .forms import UserLoginForm, UserRegForm
from app.commands import db
from app.models import User
from app.send_email import mail_message
@auth.route('/login', methods=['GET', 'POST'])
def login():
form = UserLoginForm()
if form.validate_on_submit():
user = db.session.query(User).filter_by(username=form.username.data).first()
if user is not None and user.verify_password(form.password.data):
login_user(user, form.remember.data)
return redirect(request.args.get('next') or url_for('main.index'))
flash('Invalid username or Password')
return render_template('auth/login.html', loginform=form)
@auth.route('/logout')
@login_required
def logout():
logout_user()
return redirect(url_for("main.index"))
@auth.route('/signup', methods=["GET", "POST"])
def signup():
form = UserRegForm()
print(form)
if form.validate_on_submit():
user = User(email=form.email.data, username=form.username.data, password=form.password.data)
user.save_user()
mail_message("Welcome to Zoo-Pitch","email/user_welcome",user.email,user=user)
return redirect(url_for('auth.login'))
return render_template('auth/sign-up.html', reg_form=form)
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aiotdlib/api/types/group_call_id.py | jraylan/aiotdlib | 37 | 149197 | <filename>aiotdlib/api/types/group_call_id.py
# =============================================================================== #
# #
# This file has been generated automatically!! Do not change this manually! #
# #
# =============================================================================== #
from __future__ import annotations
from pydantic import Field
from ..base_object import BaseObject
class GroupCallId(BaseObject):
"""
Contains the group call identifier
:param id: Group call identifier
:type id: :class:`int`
"""
ID: str = Field("groupCallId", alias="@type")
id: int
@staticmethod
def read(q: dict) -> GroupCallId:
return GroupCallId.construct(**q)
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quiz06.py | hamukazu/python_quiz | 10 | 1601133 | #######################################
# Counterクラスの使い方
#######################################
from collections import Counter
# 引数に単語のリストが与えられたときに、各単語の出現数を表すCounterオブジェクトを返せ
# 例：["a","b","a","b","c"] => Counter({"a":3, "b":2, "c":1})
# 以下を書きかえる
def f1(l):
return Counter()
# ここまでを書きかえる
#######################################
# 正規表現
#######################################
import re
# 引数として与えらた文字列の行頭からスペースまでを削除したものを返せ
# 例："abcd efg" => "efg"
# 以下を書きかえる
def g1(s):
return ""
# ここまでを書きかえる
# 引数として与えらた文字列の行末から続く英小文字の並びを削除したものを返せ
# 例：
# "abcDefg" => "abcD"
# "abc1234efg" => "abc1234"
# 以下を書きかえる
def g2(s):
return ""
# ここまでを書きかえる
c = f1(list("abcabcabcadef"))
assert (c["a"] == 4 and c["b"] == 3 and c["c"] == 3
and c["d"] == 1 and c["e"] == 1 and c["f"] == 1)
assert g1("xyz abc") == "abc"
assert g2("xyz!abc") == "xyz!"
print("OK")
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] |
laceworkreports/cli/ReportHandlers/VpcChartHandler/VpcChartHelper.py | laceworkps/laceworkreports | 0 | 171824 | <reponame>laceworkps/laceworkreports<filename>laceworkreports/cli/ReportHandlers/VpcChartHandler/VpcChartHelper.py<gh_stars>0
import csv
import logging
import matplotlib.pyplot as plt
import networkx
def build_graph(nodes, edges):
Graph = networkx.Graph()
labeldict = {}
values = set()
for node in nodes:
Graph.add_node(node["RESOURCE_ID"])
label_val = (
node["RESOURCE_TAGS"]["Name"]
if "Name" in node["RESOURCE_TAGS"] and node["RESOURCE_TAGS"]["Name"] != ""
else node["RESOURCE_ID"]
)
# handle cases with duplicate labels, fallback where needed to resource_id
if label_val in values:
# if the value is a dupe. flip it to be the VPC resource_id for both occurrences
labeldict[node["RESOURCE_ID"]] = node["RESOURCE_ID"]
for key in labeldict:
if labeldict[key] == label_val:
labeldict[key] = key
else:
labeldict[node["RESOURCE_ID"]] = label_val
values.add(label_val)
# filter to only add edges for the vpc in question
for edge in edges:
Graph.add_edge(
edge["RESOURCE_CONFIG"]["AccepterVpcInfo"]["VpcId"],
edge["RESOURCE_CONFIG"]["RequesterVpcInfo"]["VpcId"],
)
for n in Graph.nodes:
if n not in labeldict:
# theory -- there are currently peerings to VPCs that are not onboarded with Lacework
labeldict[n] = n
return (Graph, labeldict)
def build_target_vpc_output(vpc, nodes, edges, output_directory):
pruned_node_set = set()
edges = [
edge
for edge in edges
if (
edge.get("RESOURCE_CONFIG") is not None
and edge["RESOURCE_CONFIG"]["AccepterVpcInfo"]["VpcId"] == vpc
)
or (
edge.get("RESOURCE_CONFIG") is not None
and edge["RESOURCE_CONFIG"]["RequesterVpcInfo"]["VpcId"] == vpc
)
]
for edge in edges:
pruned_node_set.add(edge["RESOURCE_CONFIG"]["AccepterVpcInfo"]["VpcId"])
pruned_node_set.add(edge["RESOURCE_CONFIG"]["RequesterVpcInfo"]["VpcId"])
nodes = [node for node in nodes if node["RESOURCE_ID"] in pruned_node_set]
if logging.root.level == logging.DEBUG:
logging.debug(f"\nParent VPC: {vpc}")
for node in nodes:
if node["RESOURCE_ID"] != vpc:
logging.debug(
f"\tChild: {node['RESOURCE_ID']} {node['RESOURCE_REGION']} {node['ACCOUNT_ID']} {node['ACCOUNT_ALIAS']} {node['ARN']} {node['RESOURCE_CONFIG']['CidrBlock']}"
)
Graph, labeldict = build_graph(nodes, edges)
pos = networkx.kamada_kawai_layout(Graph)
if len(nodes) < 10:
plt.figure(figsize=(10, 10), dpi=100)
plt.margins(0.2)
elif len(nodes) < 20:
plt.figure(figsize=(20, 20), dpi=150)
elif len(nodes) < 50:
plt.figure(figsize=(25, 25), dpi=200)
elif len(nodes) < 100:
plt.figure(figsize=(30, 30), dpi=200)
else:
plt.figure(figsize=(50, 50), dpi=200)
networkx.draw_networkx(
Graph,
pos,
labels=labeldict,
with_labels=True,
font_size=14,
node_color="#ADD8E6",
edge_color="#808080",
node_size=500,
)
plt.savefig(f"{output_directory}/{vpc}.png")
plt.clf()
Graph.clear()
with open(f"{output_directory}/{vpc}.csv", "w", newline="") as csvfile:
writer = csv.writer(csvfile, delimiter=",")
writer.writerow(
[
"parent_vpc",
"connected_vpc_resource_id",
"connected_vpc_name",
"connected_vpc_resource_region",
"connected_vpc_account_id",
"connected_vpc_account_alias",
"connected_vpc_arn",
"connected_vpc_cidr_block",
"vpc_peering_connection_id",
]
)
for node in nodes:
if node["RESOURCE_ID"] != vpc:
vpc_peering_connection_id = [
edge
for edge in edges
if (
edge["RESOURCE_CONFIG"]["AccepterVpcInfo"]["VpcId"]
== node["RESOURCE_ID"]
or edge["RESOURCE_CONFIG"]["RequesterVpcInfo"]["VpcId"]
== node["RESOURCE_ID"]
)
and (
edge["RESOURCE_CONFIG"]["AccepterVpcInfo"]["VpcId"] == vpc
or edge["RESOURCE_CONFIG"]["RequesterVpcInfo"]["VpcId"] == vpc
)
]
if vpc_peering_connection_id:
vpc_peering_connection_id = vpc_peering_connection_id[0][
"RESOURCE_CONFIG"
]["VpcPeeringConnectionId"]
writer.writerow(
[
vpc,
node["RESOURCE_ID"],
node["RESOURCE_TAGS"].get("Name"),
node["RESOURCE_REGION"],
node["ACCOUNT_ID"],
node["ACCOUNT_ALIAS"],
node["ARN"],
node["RESOURCE_CONFIG"]["CidrBlock"],
vpc_peering_connection_id,
]
)
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] |
opentsp/reducers.py | james-langbein/OpenTSP | 0 | 61419 | from opentsp import helpers
def diamond_prune(instance):
# def list_prune(ls):
# var = True # may not be needed
# while var is True: # may not be needed
# bad_count = 0 # may not be needed
# semi_pruned_ls = [i for i in ls if i.fitness == 'good'] # may not be needed
# last_good_index = 0
# for index, edge in enumerate(semi_pruned_ls):
# if index == 0 or index == len(semi_pruned_ls) - 1:
# pass
# elif edge.length_ > semi_pruned_ls[last_good_index].length_ \
# or edge.length_ > semi_pruned_ls[index + 1].length_:
# edge.fitness = 'bad'
# # for i in instance.edges.values():
# # if i == edge:
# # i.fitness = 'bad'
# bad_count += 1 # may not be needed
# else:
# last_good_index = index
# if bad_count == 0: # may not be needed
# var = False # may not be needed
# pruned_ls = semi_pruned_ls # may not be needed
# return pruned_ls
#
# def list_prune_v2(ls, n): # changed 'bad' count check to a while loop less than three check, added another test
# loop = 1 # may not be needed
# while loop < n + 1: # may not be needed
# semi_pruned_ls = [i for i in ls if i.fitness == 'good'] # may not be needed
# if len(semi_pruned_ls) <= 2:
# break
# last_good_index = 0
# for index, edge in enumerate(semi_pruned_ls):
# if index == 0 or index == len(semi_pruned_ls) - 1:
# pass
# elif edge.length_ > semi_pruned_ls[last_good_index].length_ or \
# edge.length_ > semi_pruned_ls[index + 1].length_:
# edge.fitness = 'bad'
# else:
# last_good_index = index
# loop += 1
# if len(semi_pruned_ls) == 3:
# if semi_pruned_ls[1].length_ < semi_pruned_ls[0].length_ and \
# semi_pruned_ls[1].length_ < semi_pruned_ls[2].length_:
# if abs(helpers.angle(semi_pruned_ls[1].node_one, semi_pruned_ls[1].node_two,
# semi_pruned_ls[0].node_two)) < \
# abs(helpers.angle(semi_pruned_ls[1].node_one, semi_pruned_ls[1].node_two,
# semi_pruned_ls[2].node_two)):
# del semi_pruned_ls[0]
# else:
# del semi_pruned_ls[2]
# # add an else here in version 3 for when the middle edge is the middle length
# pruned_ls = semi_pruned_ls # may not be needed
# return pruned_ls
#
# def list_prune_v3(ls):
# loop = 1
# while loop < 3:
# # sp_ls stands for semi-pruned-ls
# sp_ls = [i for i in ls if i.fitness == 'good']
# if len(sp_ls) <= 3:
# break
# last_good_index = 0
# for index, edge in enumerate(sp_ls):
# if index == 0 or index == len(sp_ls) - 1:
# pass
# elif edge.length_ > sp_ls[last_good_index].length_ or edge.length_ > sp_ls[index + 1].length_:
# edge.fitness = 'bad'
# # for e in inst.edges.values():
# # if e == edge:
# # e.fitness = 'bad'
# else:
# last_good_index = index
# loop += 1
# if len(sp_ls) == 3:
# ang_to_0 = helpers.angle(sp_ls[1].node_one, sp_ls[1].node_two, sp_ls[0].node_two)
# ang_to_2 = helpers.angle(sp_ls[1].node_one, sp_ls[1].node_two, sp_ls[2].node_two)
# # if middle edge of remaining 3 is the shortest:
# if sp_ls[1].length_ < sp_ls[0].length_ and sp_ls[1].length_ < sp_ls[2].length_:
# # if angle to edge_0 in sp_ls is less then angle to edge_2 in sp_ls:
# if abs(ang_to_0) < abs(ang_to_2):
# del sp_ls[0]
# else:
# del sp_ls[2]
# elif sp_ls[1].length_ > sp_ls[0].length_ or sp_ls[1].length_ > sp_ls[2].length_:
# if abs(ang_to_0) < abs(ang_to_2) and sp_ls[0].length_ < sp_ls[2].length_:
# del sp_ls[1]
# elif abs(ang_to_0) < abs(ang_to_2) and sp_ls[0].length_ > sp_ls[2].length_:
# del sp_ls[0]
# elif abs(ang_to_0) > abs(ang_to_2) and sp_ls[0].length_ > sp_ls[2].length_:
# del sp_ls[1]
# elif abs(ang_to_0) > abs(ang_to_2) and sp_ls[0].length_ < sp_ls[2].length_:
# del sp_ls[2]
# else:
# print('The middle was the shortest but no edge was removed.')
# if len(sp_ls) > 3:
# print(f'The semi-pruned list had more three edges remaining on this iteration.')
# pruned_ls = sp_ls # may not be needed
# return pruned_ls
#
# def list_prune_v4(ls):
# while True:
# # sp_ls stands for semi-pruned-ls
# sp_ls = [i for i in ls if i.fitness == 'good']
# if len(sp_ls) <= 3:
# break
# last_good_index = 0
# for index, edge in enumerate(sp_ls):
# if index == 0 or index == len(sp_ls) - 1:
# pass
# elif edge.length_ > sp_ls[last_good_index].length_ or edge.length_ > sp_ls[index + 1].length_:
# edge.fitness = 'bad'
# # for e in inst.edges.values():
# # if e == edge:
# # e.fitness = 'bad'
# else:
# last_good_index = index
# if len(sp_ls) == 3:
# ang_to_0 = helpers.angle(sp_ls[1].node_one, sp_ls[1].node_two, sp_ls[0].node_two)
# ang_to_2 = helpers.angle(sp_ls[1].node_one, sp_ls[1].node_two, sp_ls[2].node_two)
# # if middle edge is the shortest:
# if sp_ls[1].length_ < sp_ls[0].length_ and sp_ls[1].length_ < sp_ls[2].length_:
# # if angle to edge_0 in sp_ls is less then angle to edge_2 in sp_ls:
# if abs(ang_to_0) < abs(ang_to_2):
# del sp_ls[0]
# else:
# del sp_ls[2]
# # else if middle edge is the middle length:
# elif sp_ls[1].length_ > sp_ls[0].length_ or sp_ls[1].length_ > sp_ls[2].length_:
# # comment what these ifs represent
# if abs(ang_to_0) < abs(ang_to_2) and sp_ls[0].length_ < sp_ls[2].length_:
# del sp_ls[1]
# elif abs(ang_to_0) < abs(ang_to_2) and sp_ls[0].length_ > sp_ls[2].length_:
# del sp_ls[0]
# elif abs(ang_to_0) > abs(ang_to_2) and sp_ls[0].length_ > sp_ls[2].length_:
# del sp_ls[1]
# elif abs(ang_to_0) > abs(ang_to_2) and sp_ls[0].length_ < sp_ls[2].length_:
# del sp_ls[2]
# else:
# print('The middle was the shortest but no edge was removed.')
# if len(sp_ls) > 3:
# print('The semi-pruned list had more three edges remaining on this iteration.')
# elif len(sp_ls) == 2:
# print('The semi-pruned list had two edges remaining on this iteration.')
# pruned_ls = sp_ls # may not be needed
# return pruned_ls
def list_prune_v5(ls):
while True:
# sp_ls stands for semi-pruned-ls
sp_ls = [i for i in ls if i.fitness == 'good']
if len(sp_ls) <= 4:
break
last_good_index = 0
for index, edge in enumerate(sp_ls):
if index == 0 or index == len(sp_ls) - 1:
pass
# if the edge is the middle in length:
elif edge.length_ > sp_ls[last_good_index].length_ or edge.length_ > sp_ls[index + 1].length_:
# print('Calculating angles.')
# if max(abs(sp_ls[last_good_index].angle), abs(sp_ls[index + 1].length)) - \
# min(abs(sp_ls[last_good_index].angle), abs(sp_ls[index + 1].length)) > 120:
edge.fitness = 'bad'
else:
last_good_index = index
if len(sp_ls) == 3:
ang_to_0 = helpers.angle(sp_ls[1].node_one, sp_ls[1].node_two, sp_ls[0].node_two)
ang_to_2 = helpers.angle(sp_ls[1].node_one, sp_ls[1].node_two, sp_ls[2].node_two)
# if middle edge is the shortest:
if sp_ls[1].length_ < sp_ls[0].length_ and sp_ls[1].length_ < sp_ls[2].length_:
# if angle to edge_0 in sp_ls is less then angle to edge_2 in sp_ls:
if abs(ang_to_0) < abs(ang_to_2):
del sp_ls[0]
else:
del sp_ls[2]
# else if middle edge is the middle length:
elif sp_ls[1].length_ > sp_ls[0].length_ or sp_ls[1].length_ > sp_ls[2].length_:
# comment what these ifs represent
if abs(ang_to_0) < abs(ang_to_2) and sp_ls[0].length_ < sp_ls[2].length_:
del sp_ls[1]
elif abs(ang_to_0) < abs(ang_to_2) and sp_ls[0].length_ > sp_ls[2].length_:
del sp_ls[0]
elif abs(ang_to_0) > abs(ang_to_2) and sp_ls[0].length_ > sp_ls[2].length_:
del sp_ls[1]
elif abs(ang_to_0) > abs(ang_to_2) and sp_ls[0].length_ < sp_ls[2].length_:
del sp_ls[2]
else:
print('The middle was the shortest but no edge was removed.')
if len(sp_ls) > 3:
print('The semi-pruned list had more three edges remaining on this iteration.')
elif len(sp_ls) == 2:
print('The semi-pruned list had two edges remaining on this iteration.')
pruned_ls = sp_ls # may not be needed
return pruned_ls
# populate edge angles
# eap_start = time.time()
# edg_count = 0
for edge in instance.edges.values():
# edg_count += 1
# print(f'Populating edge angle: {edg_count}')
edge.angle = helpers.angle(edge.node_one, instance.average_node, edge.node_two)
# eap_end = time.time()
# for each node, list the edges for which it is the origin, and which have good fitness
good_edges = []
# node_count = 0
# pn_start = time.time()
for node in instance.nodes.values():
# node_count += 1
# print(node_count)
ls = [i for i in instance.edges.values() if i.node_one == node]
ls.sort(key=lambda x: x.angle)
# n_start = time.time()
good = list_prune_v5(ls) # prune the list of edges
# n_end = time.time()
# print(f'Time taken for this node: {n_end - n_start}')
# print(instance.edges)
good_edges.extend(good) # this may not be needed...
# pn_end = time.time()
# print(f'Populating edge angles took: {eap_end - eap_start}')
# print(f'Processing the nodes took: {pn_end - pn_start}')
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] |
emotion-cause-extraction/RoBERTa Baseline/train_classification.py | NouamaneTazi/conv-emotion | 488 | 189591 | <reponame>NouamaneTazi/conv-emotion<gh_stars>100-1000
import numpy as np, pandas as pd
import json, os, logging, pickle, argparse
from sklearn.metrics import classification_report
from simpletransformers.classification import ClassificationModel
if __name__ == '__main__':
global args
parser = argparse.ArgumentParser()
parser.add_argument('--lr', type=float, default=1e-5, metavar='LR', help='Initial learning rate')
parser.add_argument('--batch-size', type=int, default=8, metavar='BS', help='batch size')
parser.add_argument('--epochs', type=int, default=12, metavar='E', help='number of epochs')
parser.add_argument('--model', default='rob', help='which model rob| robl')
parser.add_argument('--fold', type=int, default=1, metavar='F', help='which fold')
parser.add_argument('--context', action='store_true', default=False, help='use context')
parser.add_argument('--cuda', type=int, default=0, metavar='C', help='cuda device')
args = parser.parse_args()
print(args)
model_family = {'rob': 'roberta', 'robl': 'roberta'}
model_id = {'rob': 'roberta-base', 'robl': 'roberta-large'}
model_exact_id = {'rob': 'roberta-base', 'robl': 'roberta-large'}
lr = args.lr
batch_size = args.batch_size
epochs = args.epochs
model = args.model
fold = str(args.fold)
context = args.context
cuda = args.cuda
dataset = 'dailydialog'
if context == False:
max_seq_length = 300
else:
max_seq_length = 512
if context == False:
save_dir = 'outputs/' + model_id[model] + '-dailydialog-cls-without-context-fold' + fold + '/'
result_file = 'outputs/' + model_id[model] + '-dailydialog-cls-without-context-fold' + fold + '/results.txt'
dump_file = 'outputs/' + model_id[model] + '-dailydialog-cls-without-context-fold' + fold + '/test_predictions.pkl'
x_train = pd.read_csv('data/subtask2/fold' + fold + '/dailydialog_classification_train_without_context.csv')
x_valid = pd.read_csv('data/subtask2/fold' + fold + '/dailydialog_classification_valid_without_context.csv')
x_test = pd.read_csv('data/subtask2/fold' + fold + '/dailydialog_classification_test_without_context.csv')
else:
save_dir = 'outputs/' + model_id[model] + '-dailydialog-cls-with-context-fold' + fold + '/'
result_file = 'outputs/' + model_id[model] + '-dailydialog-cls-with-context-fold' + fold + '/results.txt'
dump_file = 'outputs/' + model_id[model] + '-dailydialog-cls-with-context-fold' + fold + '/test_predictions.pkl'
x_train = pd.read_csv('data/subtask2/fold' + fold + '/dailydialog_classification_train_with_context.csv')
x_valid = pd.read_csv('data/subtask2/fold' + fold + '/dailydialog_classification_valid_with_context.csv')
x_test = pd.read_csv('data/subtask2/fold' + fold + '/dailydialog_classification_test_with_context.csv')
if fold == '1':
num_steps = int(27915/batch_size)
else:
num_steps = int(25697/batch_size)
train_args = {
'fp16': False,
'overwrite_output_dir': True,
'max_seq_length': max_seq_length,
'learning_rate': lr,
'sliding_window': False,
'output_dir': save_dir,
'best_model_dir': save_dir + 'best_model/',
'evaluate_during_training': True,
'evaluate_during_training_steps': num_steps,
'save_eval_checkpoints': False,
'save_model_every_epoch': False,
'save_steps': 500000,
'train_batch_size': batch_size,
'num_train_epochs': epochs
}
cls_model = ClassificationModel(model_family[model], model_exact_id[model], args=train_args, cuda_device=cuda)
cls_model.train_model(x_train, eval_df=x_valid)
cls_model = ClassificationModel(model_family[model], save_dir + 'best_model/', args=train_args, cuda_device=cuda)
result, model_outputs, wrong_predictions = cls_model.eval_model(x_test)
preds = np.argmax(model_outputs, 1)
labels = x_test['labels']
r = str(classification_report(labels, preds, digits=4))
print (r)
rf = open('results/dailydialog_classification.txt', 'a')
rf.write(str(args) + '\n\n')
rf.write(r + '\n' + '-'*54 + '\n')
rf.close()
rf = open(result_file, 'a')
rf.write(str(args) + '\n\n')
rf.write(r + '\n' + '-'*54 + '\n')
rf.close()
pickle.dump([result, model_outputs, wrong_predictions], open(dump_file, 'wb'))
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] |
awsherder.py | Kahn/awsherder | 1 | 54810 | <reponame>Kahn/awsherder
from flask import Flask, request, redirect, session, json, g, render_template, flash, abort
from flask_sqlalchemy import SQLAlchemy
from flask_openid import OpenID
from flask_sslify import SSLify
from wtforms import Form, BooleanField, TextField, PasswordField, validators, SelectField
import urllib2
import werkzeug
import re
import logging
from logging.handlers import RotatingFileHandler
import boto.ec2
import boto.cloudformation
import time
import os
app = Flask(__name__)
app.config.from_pyfile('settings.cfg')
app.debug = app.config['DEBUG']
boto_logger = logging.getLogger('boto')
handler = RotatingFileHandler(app.config['LOG_DIR'] + '/' + __name__ + '.log', maxBytes=10000, backupCount=1)
if app.config['DEBUG'] == 'True':
handler.setLevel(logging.DEBUG)
boto_logger.setLevel(logging.DEBUG)
else:
# Force TLS and HSTS only in production
sslify = SSLify(app, permanent=True)
handler.setLevel(logging.INFO)
app.logger.addHandler(handler)
db = SQLAlchemy(app)
oid = OpenID(app)
app.logger.info('App started with debug mode: {0}\nApp running with Flask: {1}'.format(app.config['DEBUG'],app.config['USE_FLASK']))
class Role(db.Model):
id = db.Column(db.Integer, primary_key=True)
role = db.relationship('User', backref='user')
name = db.Column(db.String(40))
@staticmethod
def get_or_create(role_name):
rv = Role.query.filter_by(name=role_name).first()
if rv is None:
rv = Role()
rv.name = role_name
db.session.add(rv)
return rv
class User(db.Model):
id = db.Column(db.Integer, primary_key=True)
steam_id = db.Column(db.String(40))
nickname = db.Column(db.String(80))
role_id = db.Column(db.Integer, db.ForeignKey('role.id'))
@staticmethod
def get_or_create(steam_id):
rv = User.query.filter_by(steam_id=steam_id).first()
if rv is None:
rv = User()
rv.steam_id = steam_id
db.session.add(rv)
return rv
@staticmethod
def create_user(steam_id,nickname,role_id):
rv = User.query.filter_by(steam_id=steam_id).first()
if rv is None:
rv = User()
rv.steam_id = steam_id
rv.nickname = nickname
rv.role_id = role_id
app.logger.info('Created user - steam_id: "{0}" nickname: "{1}"'.format(steam_id,nickname))
db.session.add(rv)
else:
app.logger.debug('Existing user - steam_id: "{0}" nickname: "{1}"'.format(steam_id,nickname))
return rv
class Instance(db.Model):
id = db.Column(db.Integer, primary_key=True)
instance_id = db.Column(db.String(80))
ark_process_status = db.Column(db.String(80))
ark_server_status = db.Column(db.String(80))
ark_version = db.Column(db.String(80))
@staticmethod
def get_or_create(instance_id):
rv = Instance.query.filter_by(instance_id=instance_id).first()
if rv is None:
rv = Instance()
rv.instance_id = instance_id
db.session.add(rv)
return rv
if app.config['DEBUG'] == 'True':
app.logger.debug('Dropping database')
db.drop_all()
db.create_all()
Role.get_or_create('Admin')
Role.get_or_create('User')
User.create_user(app.config['ADMIN_USER_STEAM_ID'],app.config['ADMIN_USER_STEAM_NICK'],1)
db.session.commit()
_steam_id_re = re.compile('steamcommunity.com/openid/id/(.*?)$')
class UserAdminForm(Form):
roles = []
for role in Role.query.all():
app.logger.debug('name: "{0}" id: "{1}"'.format(role.name,role.id))
r = role.id, role.name
roles.append(r)
app.logger.debug('Roles: {0}'.format(roles))
role = SelectField(u'User Role', choices=roles)
def authenticated_user():
if g.user is None:
return False
return True
def user_has_role(role_id):
authenticated_user()
app.logger.debug('g.user: "{0}"'.format(g.user.id))
user = User.query.filter_by(id=g.user.id).first()
if not user.role_id == role_id:
app.logger.debug('user_id "{0}" rejected by user_has_role() check rid {1} != {2}'.format(g.user.nickname,user.role_id,role_id))
return False
return True
def get_users(user_id):
if user_id:
users = User.query.filter_by(id=user_id).first()
elif user_id == False:
users = User.query.all()
else:
abort(500)
return users
def get_steam_userinfo(steam_id):
options = {
'key': app.config['STEAM_API_KEY'],
'steamids': steam_id
}
url = 'http://api.steampowered.com/ISteamUser/' \
'GetPlayerSummaries/v0001/?%s' % werkzeug.urls.url_encode(options)
rv = json.load(urllib2.urlopen(url))
return rv['response']['players']['player'][0] or {}
def get_ark_serverinfo(ipaddress):
app.logger.info('Checking remote ARK server status: {0}'.format(ipaddress))
ark_serverinfo = {}
# TODO - Really get some stats
ark_serverinfo['server_address'] = ipaddress
ark_serverinfo['process_status'] = "Offline"
ark_serverinfo['server_status'] = "Offline"
ark_serverinfo['current_version'] = "000000"
return ark_serverinfo
def get_aws_instances(instance_id):
statuses = False
conn = boto.ec2.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
if instance_id:
f = {}
f['instance-id'] = instance_id
f['instance-state-name'] = 'running'
f['instance-state-name'] = 'running'
instance = conn.get_only_instances(filters=f)
app.logger.debug('aws statuses {0}'.format(statuses))
if len(instance) >= 1:
ip_address = instance[0].ip_address
return ip_address
else:
return False
elif instance_id == False:
f = {}
f['instance-state-name'] = 'running'
statuses = conn.get_only_instances(filters=f)
app.logger.debug('running aws statuses {0}'.format(statuses))
instace_ids = []
for instance in statuses:
instace_ids.append(instance.id)
return instace_ids
else:
return False
def get_stack():
conn = boto.cloudformation.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
try:
stacks = conn.describe_stacks(app.config['APP_UUID'])
except:
stacks = []
if len(stacks) == 1:
stack = stacks[0]
app.logger.debug('Existing stack: {0}'.format(stack.stack_id))
return stack
else:
return False
def create_stack(parameters):
conn = boto.cloudformation.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
try:
stacks = conn.describe_stacks(app.config['APP_UUID'])
except:
stacks = []
if len(stacks) == 1:
stack = stacks[0]
instance_id = stack.outputs[0].value
app.logger.debug('Existing stack: {0} stack instace {1}'.format(stack.stack_id,instance_id))
app.logger.debug('Existing stack instance: {0}'.format(stack.outputs[0].value))
return instance_id
else:
# Create stack after all
tpl_file = open(os.path.join(os.path.dirname(__file__),'lib/cloudformation.json'))
cfn_template_body = tpl_file.read()
tpl_file.close()
stack = conn.create_stack(app.config['APP_UUID'],template_body=cfn_template_body,parameters=parameters)
app.logger.debug('cloudformation stack create: {0}'.format(stack))
return stack
def delete_stack():
conn = boto.cloudformation.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
try:
stacks = conn.describe_stacks(app.config['APP_UUID'])
except:
stacks = []
if len(stacks) == 1:
stack = stacks[0]
instance_id = stack.outputs[0].value
app.logger.info('Deleting stack: {0}'.format(stack.stack_id))
delete = stack.delete()
app.logger.debug('Delete: {0}'.format(delete))
return True
else:
abort(500)
def wait_for_snapshot_complete(snapshot_id):
conn = boto.ec2.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
inprogress_snapshot = conn.get_all_snapshots(snapshot_id)
app.logger.debug('waiting for snap {0} status {1}'.format(inprogress_snapshot[0].id, inprogress_snapshot[0].status))
if 'completed' in inprogress_snapshot[0].status:
return True
else:
return False
def image_from_instance(instance_id):
conn = boto.ec2.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
f = {}
f['name'] = app.config['APP_UUID']
amis = conn.get_all_images(filters=f)
if len(amis) == 1:
for ami in amis:
app.logger.debug('deleting ami: {0}'.format(ami.id))
try:
delete_ami = conn.deregister_image(ami.id)
except:
app.logger.error('deleting ami failed: {0}'.format(delete_ami))
f = {}
f['description'] = app.config['APP_UUID']
snapshots = conn.get_all_snapshots(filters=f)
if len(snapshots) == 1:
for snapshot in snapshots:
app.logger.debug('deleting snapshot: {0}'.format(snapshot.id))
conn.delete_snapshot(snapshot.id)
vols = conn.get_all_volumes(filters={'attachment.instance-id': instance_id})
volume = vols[0]
snap = volume.create_snapshot(app.config['APP_UUID'])
app.logger.debug('snap: {0}'.format(snap.id))
while True:
# conn = boto.ec2.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
app.logger.debug('waiting for snap {0} status {1}'.format(snap.id, snap.status))
if 'completed' in snap.status:
break
else:
time.sleep(10)
snap.update()
app.logger.debug('completed snap: {0}'.format(snap.id))
ami = conn.register_image(name=app.config['APP_UUID'],snapshot_id=snap.id,root_device_name='/dev/sda1',virtualization_type='hvm',architecture='x86_64')
app.logger.debug('ami: {0}'.format(ami))
return ami
@app.before_request
def before_request():
g.user = None
if 'user_id' in session:
g.user = User.query.get(session['user_id'])
try:
steamdata = get_steam_userinfo(g.user.steam_id)
except AttributeError:
app.logger.warning('Invalidated session missing steam data - user_id: {0}'.format(session['user_id']))
session.pop('user_id', None)
return redirect(oid.get_next_url())
g.user.nickname = steamdata['personaname']
g.user.avatar_url = steamdata['avatar']
app.logger.debug('steam_id: {0} steam_nickname: {1}'.format(g.user.steam_id, g.user.nickname))
app.logger.debug('steam_avatar_url: {0}'.format(g.user.avatar_url))
@app.route('/logout')
def logout():
session.pop('user_id', None)
return redirect(oid.get_next_url())
@app.route('/login')
@oid.loginhandler
def login():
if g.user is not None:
return redirect(oid.get_next_url())
return oid.try_login('http://steamcommunity.com/openid')
@oid.after_login
def create_or_login(resp):
match = _steam_id_re.search(resp.identity_url)
g.user = User.get_or_create(match.group(1))
steamdata = get_steam_userinfo(g.user.steam_id)
g.user.nickname = steamdata['personaname']
db.session.commit()
session['user_id'] = g.user.id
flash('You are logged in as %s' % g.user.nickname)
return redirect(oid.get_next_url())
@app.route('/users')
def users():
if user_has_role(1) or user_has_role(2):
return render_template('users.html', users=get_users(False))
else:
abort(401)
@app.route('/user/<user_id>', methods=['POST', 'GET'])
def user(user_id):
if user_has_role(1):
error = None
user = User.query.get(user_id)
form = UserAdminForm(obj=user)
app.logger.debug('form POST data {0}'.format(request.form))
# if request.method == 'POST' and form.validate():
if request.method == 'POST':
app.logger.debug('editing user {0}'.format(user.nickname))
user.role_id = request.form['role']
db.session.commit()
flash('Updated user_id {0} permissions'.format(user_id))
return render_template('user.html', user=get_users(user_id),form=form)
else:
abort(401)
@app.route('/')
def landingpage():
if g.user is None:
return render_template('login.html')
else:
return render_template('index.html')
@app.route('/instance_console')
def console():
if user_has_role(1) or user_has_role(2):
# app.logger.debug('starting aws instances: {0}'.format(start_aws_instances(False)))
stack = get_stack()
if stack == False:
return render_template('console.html')
elif stack.stack_status == 'CREATE_IN_PROGRESS':
flash('Stack is creating - please wait ... ')
return render_template('console.html', stack='error')
elif stack.stack_status == 'CREATE_COMPLETE':
flash('Stack is created!')
return render_template('console.html', aws_instances=get_aws_instances(False))
else:
error = 'Stack {0} status {1} invalid'.format(stack.stack_id,stack.stack_status)
return render_template('console.html',error=error,stack='error')
else:
abort(401)
@app.route('/instance/create')
def instance_create():
if user_has_role(1) or user_has_role(2):
authenticated_user()
stack = get_stack()
if stack == False:
conn = boto.ec2.connect_to_region(app.config['AWS_DEFAULT_REGION'],aws_access_key_id=app.config['AWS_ACCESS_KEY_ID'],aws_secret_access_key=app.config['AWS_SECRET_ACCESS_KEY'])
try:
f = {}
f['name'] = app.config['APP_UUID']
amis = conn.get_all_images(filters=f)
if len(amis) == 1:
for ami in amis:
boot_ami = ami.id
app.logger.debug('booting with ami {0}'.format(boot_ami))
else:
boot_ami = 'ami-9c1a42ff'
except:
boot_ami = 'ami-9c1a42ff'
p = [
('InstanceType','m4.large'),
('KeyName','yubikey'),
('AMI',boot_ami),
('SubnetId','subnet-760e6713 '),
('SecurityGroup','sg-fba5849e'),
('ElasticIpAllocationId','eipalloc-784a841d'),
]
stack = create_stack(p)
if 'arn' in stack:
flash('Creating new cloudformation stack '+stack)
return render_template('console.html', stack='error')
if 'i-' in stack:
return render_template('console.html', stack=stack)
else:
return render_template('console.html', stack=stack)
else:
abort(401)
@app.route('/instance/<instance_id>')
def instance_console(instance_id):
if user_has_role(1) or user_has_role(2):
authenticated_user()
serveraddress = get_aws_instances(instance_id)
instance = Instance.query.filter_by(instance_id=instance_id).first()
app.logger.debug('instance db {0}'.format(instance))
return render_template('instance.html', instance_id=instance_id, serveraddress=serveraddress, ark_serverinfo=instance)
else:
abort(401)
@app.route('/instance/<instance_id>/shutdown')
def instance_shutdown(instance_id):
if user_has_role(1) or user_has_role(2):
authenticated_user()
flash('AMI deleted: '+image_from_instance(instance_id))
stack = delete_stack()
if stack:
flash('Cloudformation stack deleted')
return render_template('index.html')
else:
abort(401)
@app.route('/instance/<instance_id>/update', methods=['PUT'])
def instance_update(instance_id):
instance = Instance.get_or_create(instance_id)
instance.ark_process_status = request.form['ark_process_status']
instance.ark_server_status = request.form['ark_server_status']
instance.ark_version = request.form['ark_version']
db.session.commit()
return 'OK'
if app.config['USE_FLASK'] == 'True':
if __name__ == '__main__':
app.run(debug=app.config['DEBUG'])
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7811,
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5943,
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1989,
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333,
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7811,
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2477,
23524,
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10818,
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1367,
7464,
10467,
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19024,
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5943,
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1989,
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932,
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2917,
1839,
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7811,
29918,
1660,
22245,
29911,
29918,
2477,
23524,
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10818,
11287,
13,
13,
1678,
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13,
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353,
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2783,
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1429,
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13,
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292,
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7811,
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18166,
2725,
7464,
10467,
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5943,
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1989,
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333,
29922,
932,
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2917,
1839,
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7811,
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2477,
23524,
29918,
10818,
29918,
1367,
7464,
10467,
29918,
19024,
29918,
5943,
29918,
1989,
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932,
29889,
2917,
1839,
29909,
7811,
29918,
1660,
22245,
29911,
29918,
2477,
23524,
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10818,
11287,
13,
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297,
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353,
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657,
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497,
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8971,
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333,
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13,
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623,
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877,
10685,
292,
363,
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426,
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4660,
426,
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262,
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4882,
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565,
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5729,
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297,
297,
18035,
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1822,
4882,
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13,
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13,
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13,
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13,
13,
1753,
1967,
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333,
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6915,
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517,
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7811,
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23397,
29918,
18166,
2725,
7464,
10467,
29918,
5943,
29918,
1989,
29918,
333,
29922,
932,
29889,
2917,
1839,
29909,
7811,
29918,
2477,
23524,
29918,
10818,
29918,
1367,
7464,
10467,
29918,
19024,
29918,
5943,
29918,
1989,
29922,
932,
29889,
2917,
1839,
29909,
7811,
29918,
1660,
22245,
29911,
29918,
2477,
23524,
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10818,
11287,
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13,
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285,
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314,
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297,
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297,
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13,
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623,
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21707,
29889,
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Q6/q6.py | Xascoria/AdventOfCode2021 | 0 | 155257 | f = open("Q6/inputs.txt","r")
# k = [*map(int,f.readline().split(","))]
# d = {}
# for i in k:
# if i not in d:
# d[i] = 0
# d[i] += 1
# for i in range(256):
# p = {0:0,1:0,2:0,3:0,4:0,5:0,7:0,6:0,8:0}
# for j in d:
# if j == 0:
# p[6] += d[j]
# p[8] += d[j]
# else:
# p[j-1]+=d[j]
# #print(p[j-1])
# d = p
# print(d)
# print(sum(d.values()))
import random
fish = "ゅ"
print(fish)
x = [["~"]*25 for _ in range(15)]
arr = [3,4,3,1,2,3,2]
for j in arr:
rn = random.randrange(1,15)
y = random.randrange(0,25)
x[rn][y] = fish
x[rn-1][y] = str(j)
for i in x:
print("".join(i))
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Tianchi-Taobao-clothes-retrieval-master/metric_sub/src_train/logger.py | MarcaWitt/Data_hackers | 0 | 132467 | import os
import logging
def create_folder(fd):
if not os.path.exists(fd):
os.makedirs(fd)
def create_logging(log_dir, filemode):
create_folder(log_dir)
i1 = 0
while os.path.isfile(os.path.join(log_dir, '{:04d}.log'.format(i1))):
i1 += 1
log_path = os.path.join(log_dir, '{:04d}.log'.format(i1))
logging.basicConfig(
level=logging.DEBUG,
format='%(asctime)s %(filename)s[line:%(lineno)d] %(levelname)s %(message)s',
datefmt='%a, %d %b %Y %H:%M:%S',
filename=log_path,
filemode=filemode)
# Print to console
console = logging.StreamHandler()
console.setLevel(logging.INFO)
formatter = logging.Formatter('%(name)-12s: %(levelname)-8s %(message)s')
console.setFormatter(formatter)
logging.getLogger('').addHandler(console)
return logging | [
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2
] |
Python3/Exercises/DictionaryMethods/dictionary_methods.py | norbertosanchezdichi/TIL | 0 | 37164 | <reponame>norbertosanchezdichi/TIL<filename>Python3/Exercises/DictionaryMethods/dictionary_methods.py
inventory = {'croissant': 19, 'bagel': 4, 'muffin': 8, 'cake': 1}
print(f'{inventory =}')
stock_list = inventory.copy()
print(f'{stock_list =}')
stock_list['hot cheetos'] = 25
stock_list.update({'cookie' : 18})
stock_list.pop('cake')
print(f'{stock_list =}') | [
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] |
CLASSIC PUZZLE - EASY/robot-show.py | martincourtois/CodinGame | 0 | 122966 | <gh_stars>0
import sys
import math
size = int(input())
n = int(input())
bots = list(map(int, input().split()))
left = min(bots)
right = max(bots)
t = max([size - left, right])
print(t)
| [
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29898,
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13,
2
] |
apps/users/common.py | yhkl-dev/JAutoOps | 0 | 197847 | <filename>apps/users/common.py
from django.contrib.auth import get_user_model
User = get_user_model()
def get_user_obj(uid):
try:
return User.objects.get(pk=uid)
except User.DoesNotExist:
return None | [
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] |
examples/buttons_raw.py | kalebolson/launchpad.py | 0 | 141752 | <filename>examples/buttons_raw.py
#!/usr/bin/env python
#
# Quick button test.
# Works with these Launchpads: Mk1, Mk2, Mini Mk3, S/Mini, Pro, Pro Mk3
# And these: <NAME> 64
#
#
# FMMT666(ASkr) 7/2013..8/2020
# www.askrprojects.net
#
import sys
import time
try:
import launchpad_py as launchpad
except ImportError:
try:
import launchpad
except ImportError:
sys.exit("error loading launchpad.py")
def main():
mode = None
if launchpad.LaunchpadPro().Check( 0 ):
lp = launchpad.LaunchpadPro()
if lp.Open( 0 ):
print("Launchpad Pro")
mode = "Pro"
elif launchpad.LaunchpadProMk3().Check( 0 ):
lp = launchpad.LaunchpadProMk3()
if lp.Open( 0 ):
print("Launchpad Pro Mk3")
mode = "ProMk3"
elif launchpad.LaunchpadMiniMk3().Check( 1 ):
lp = launchpad.LaunchpadMiniMk3()
if lp.Open( 1 ):
print("Launchpad Mini Mk3")
mode = "Pro"
elif launchpad.LaunchpadLPX().Check( 1 ):
lp = launchpad.LaunchpadLPX()
if lp.Open( 1 ):
print("Launchpad X")
mode = "Pro"
elif launchpad.LaunchpadMk2().Check( 0 ):
lp = launchpad.LaunchpadMk2()
if lp.Open( 0 ):
print("Launchpad Mk2")
mode = "Mk2"
# elif launchpad.LaunchControlXL().Check( 0 ):
# lp = launchpad.LaunchControlXL()
# if lp.Open( 0 ):
# print("Launch Control XL")
# mode = "XL"
# elif launchpad.LaunchKeyMini().Check( 0 ):
# lp = launchpad.LaunchKeyMini()
# if lp.Open( 0 ):
# print("LaunchKey (Mini)")
# mode = "LKM"
elif launchpad.Dicer().Check( 0 ):
lp = launchpad.Dicer()
if lp.Open( 0 ):
print("Dicer")
mode = "Dcr"
elif launchpad.LaunchpadLPX().Check( 1 ):
lp = launchpad.LaunchpadLPX()
if lp.Open( 1, "lpx" ):
print("Launchpad X")
mode = "Pro"
elif launchpad.MidiFighter64().Check( 0 ):
lp = launchpad.MidiFighter64()
if lp.Open( 0 ):
print("Midi Fighter 64")
mode = "F64"
else:
if lp.Open():
print("Launchpad Mk1/S/Mini")
mode = "Mk1"
if mode is None:
print("Did not find any Launchpads, meh...")
return
print("\nQUIT: Push one single button ten times in a row.\n")
butLast = -1
butCount = 0
while True:
buts = lp.ButtonStateRaw()
if buts != []:
print( buts[0], buts[1])
# shall we quit?
if buts[0] != butLast:
butLast = buts[0]
butCount = 1
continue
else:
# counts pressed and release events
butCount += 1
if butCount >= 20:
break
print("bye ...")
lp.Reset() # turn all LEDs off
lp.Close() # close the Launchpad (will quit with an error due to a PyGame bug)
if __name__ == '__main__':
main()
| [
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2
] |
hubcheck/pageobjects/widgets/tags_browse_form.py | codedsk/hubcheck | 1 | 111146 | from hubcheck.pageobjects.basepagewidget import BasePageWidget
from hubcheck.pageobjects.basepageelement import TextReadOnly
import re
class TagsBrowseForm(BasePageWidget):
def __init__(self, owner, locatordict=None):
super(TagsBrowseForm,self).__init__(owner,locatordict)
# load hub's classes
TagsBrowseForm_Locators = self.load_class('TagsBrowseForm_Locators')
TextSearchBox = self.load_class('TextSearchBox')
TagsBrowseOrderOptions = self.load_class('TagsBrowseOrderOptions')
SearchResults = self.load_class('SearchResults')
TagsBrowseResultsRow = self.load_class('TagsBrowseResultsRow')
ListPageNav = self.load_class('ListPageNav')
# update this object's locator
self.locators.update(TagsBrowseForm_Locators.locators)
# update the locators with those from the owner
self.update_locators_from_owner()
# setup page object's components
self.searchbox = TextSearchBox(self,
{
'base' : 'searchbox',
'text' : 'searchtext',
'submit' : 'searchbutton'
})
self.sortoptions = TagsBrowseOrderOptions(self,
{'base':'sortoptions'})
self.footer = ListPageNav(self,{'base':'footer'})
self.search_results = SearchResults(self,
{
'base' : 'searchresults',
'counts' : 'sr_counts',
'row' : 'sr_row',
'substrow' : 'sr_substrow',
}, TagsBrowseResultsRow,
{
'name' : 'src_name',
'count' : 'src_count',
})
# update the component's locators with this objects overrides
self._updateLocators()
def _checkLocatorsLoggedOut(self,widgets=None,cltype='LoggedOut'):
self._checkLocators(widgets,cltype)
def _checkLocatorsNonAdmin(self,widgets=None,cltype='NonAdmin'):
self._checkLocators(widgets,cltype)
def _checkLocatorsAdmin(self,widgets=None,cltype='Admin'):
self._checkLocators(widgets,cltype)
def search_for(self,terms):
return self.searchbox.search_for(terms)
def goto_page_number(self,pagenumber):
return self.footer.goto_page_number(pagenumber)
def goto_page_relative(self,relation):
return self.footer.goto_page_relative(relation)
def get_caption_counts(self):
return self.search_results.header_counts()
def get_pagination_counts(self):
return self.footer.get_pagination_counts()
def get_current_page_number(self):
return self.footer.get_current_page_number()
def get_link_page_numbers(self):
return self.footer.get_link_page_numbers()
def search_result_rows(self):
return iter(self.search_results)
class TagsBrowseForm_Locators_Base(object):
"""locators for TagsBrowseForm object"""
locators = {
'base' : "css=#main form",
'searchbox' : "css=.data-entry",
'searchtext' : "css=#entry-search-text",
'searchbutton' : "css=.entry-search-submit",
'sortoptions' : "css=.entries-menu",
'footer' : "css=.list-footer",
'searchresults' : "css=#taglist",
'sr_substrow' : "css=#taglist tbody tr:nth-of-type({row_num})",
'sr_row' : "css=#taglist tbody tr",
'sr_counts' : "css=#taglist thead th span",
'src_name' : "css=#taglist tbody tr:nth-of-type({row_num}) td:nth-of-type(1) a",
'src_count' : "css=#taglist tbody tr:nth-of-type({row_num}) td:nth-of-type(2)",
}
class TagsBrowseForm_Locators_Base_2(object):
"""locators for TagsBrowseForm object"""
locators = {
'base' : "css=.main",
'searchbox' : "css=.data-entry",
'searchtext' : "css=#entry-search-text",
'searchbutton' : "css=.entry-search-submit",
'sortoptions' : "css=.entries-menu",
'footer' : "css=.list-footer",
'searchresults' : "css=#taglist",
'sr_substrow' : "css=#taglist tbody tr:nth-of-type({row_num})",
'sr_row' : "css=#taglist tbody tr",
'sr_counts' : "css=#taglist thead th span",
'src_name' : "css=#taglist tbody tr:nth-of-type({row_num}) td:nth-of-type(1) a",
'src_count' : "css=#taglist tbody tr:nth-of-type({row_num}) td:nth-of-type(2)",
}
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] |
tools/extract_frames_from_videos.py | Jhong098/SignSense | 5 | 85906 | import cv2
import os
from os.path import join, exists
from tqdm import tqdm
import numpy as np
hc = []
def convert(gesture_folder, target_folder):
rootPath = os.getcwd()
majorData = os.path.abspath(target_folder)
print(majorData)
if not exists(majorData):
os.makedirs(majorData)
gesture_folder = os.path.abspath(gesture_folder)
print(gesture_folder)
os.chdir(gesture_folder)
gestures = os.listdir(os.getcwd())
print("Source Directory containing gestures: %s" % (gesture_folder))
print("Destination Directory containing frames: %s\n" % (majorData))
for gesture in tqdm(gestures, unit='actions', ascii=True):
gesture_path = os.path.join(gesture_folder, gesture)
os.chdir(gesture_path)
gesture_frames_path = os.path.join(majorData, gesture)
if not os.path.exists(gesture_frames_path):
os.makedirs(gesture_frames_path)
videos = os.listdir(os.getcwd())
videos = [video for video in videos if(os.path.isfile(video))]
for video in tqdm(videos, unit='videos', ascii=True):
name = os.path.abspath(video)
cap = cv2.VideoCapture(name) # capturing input video
frameCount = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
lastFrame = None
os.chdir(gesture_frames_path)
count = 0
# assumption only first 200 frames are important
while count < 201:
ret, frame = cap.read() # extract frame
if ret is False:
break
framename = os.path.splitext(video)[0]
framename = framename + "_frame_" + str(count) + ".jpeg"
hc.append(
[join(gesture_frames_path, framename), gesture, frameCount])
if not os.path.exists(framename):
lastFrame = frame
cv2.imwrite(framename, frame)
count += 1
os.chdir(gesture_path)
cap.release()
cv2.destroyAllWindows()
os.chdir(rootPath)
# convert("test_data/", "frames")
# print(hc)
| [
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19935,
1159,
13,
29937,
1596,
29898,
29882,
29883,
29897,
13,
2
] |
api/views.py | julianarchila/music_controller | 1 | 99882 | <reponame>julianarchila/music_controller
""" Api views. """
# Django REST Framework
from rest_framework.viewsets import GenericViewSet
from rest_framework import mixins
# Serializers
from api.serializers import RoomModelSerializer
# Models
from api.models import Room
class RoomViewSet(
mixins.CreateModelMixin,
mixins.ListModelMixin,
GenericViewSet):
""" Room view set. """
serializer_class = RoomModelSerializer
queryset = Room.objects.all()
| [
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580,
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2
] |
gorden_crawler/settings.py | Enmming/gorden_cralwer | 2 | 165073 | <gh_stars>1-10
# -*- coding: utf-8 -*-
from __future__ import absolute_import
import logging
import os
from os.path import join, dirname
from dotenv import load_dotenv
from redis.sentinel import Sentinel
dotenv_path = join(dirname(__file__), '.projectenv')
if os.path.isfile(dotenv_path):
load_dotenv(dotenv_path)
else:
dotenv_path = join('/data/scrapyd/', '.projectenv')
if os.path.isfile(dotenv_path):
load_dotenv(dotenv_path)
PDB_TRACE = False
# sentry dsnaaa
SENTRY_ENABLE = os.environ.get("SENTRY_ENABLE", '0')
SENTRY_DSN = 'http://7c9fa825b1284f04a467fcbf7faf1c59:[email protected]/3'
SPECIAL_SPIDER_LIST = ['linkhaitao', 'json_spider', 'shangshangsp', 'amazon_usa_uk']
SIZE_TRANSFORM_LIST = ['allsole', 'forzieri', 'oshkosh', 'levi', 'saksoff5th', 'sevenforallmankind', 'eastdane',
'carters',
'shopbop', 'asos', 'rebeccaminkoff', 'sixpm', 'zappos', 'saksfifthavenue', 'thecorner',
'sierratradingpost', 'ralphlauren',
'katespade', 'bluefly', 'diapers', 'lordandtaylor', 'joesnewbalanceoutlet', 'ssense']
'''
SIZE_TRANSFORM_TEST:
None: production env
0: 不处理尺码
1: 批量爬虫批量更新Mongodb
2: 单个爬虫批量测试不更新Mongodb
3: 单个爬虫仅更新Mongodb当前商品尺码
4: 单个爬虫批量更新Mongodb
'''
SIZE_TRANSFORM_TEST = ''
# DOWNLOAD_HANDLERS = {'s3': None,}
# Scrapy settings for gorden_crawler project
#
# For simplicity, this file contains only settings considered important or
# commonly used. You can find more settings consulting the documentation:
#
# http://doc.scrapy.org/en/latest/topics/settings.html
# http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html
# http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html
# DOWNLOADER_CLIENTCONTEXTFACTORY = 'gorden_crawler.downloader.contextfactory.CustomContextFactory'
BOT_NAME = 'gorden_crawler'
SPIDER_MODULES = ['gorden_crawler.spiders']
NEWSPIDER_MODULE = 'gorden_crawler.spiders'
# LOG_LEVEL = logging.WARNING
# LOG_FILE = os.environ.get("LOG_FILE", 'scrapy.log')
# Crawl responsibly by identifying yourself (and your website) on the user-agent
# USER_AGENT = 'gorden_crawler123 (+http://www.yourdomain.com)'
USER_AGENT = ''
REACTOR_THREADPOOL_MAXSIZE = 40
# Configure maximum concurrent requests performed by Scrapy (default: 16)
CONCURRENT_REQUESTS = 128
# Configure a delay for requests for the same website (default: 0)
# See http://scrapy.readthedocs.org/en/latest/topics/settings.html#download-delay
# See also autothrottle settings and docs
# DOWNLOAD_DELAY=1
# The download delay setting will honor only one of:
CONCURRENT_REQUESTS_PER_DOMAIN = 128
CONCURRENT_REQUESTS_PER_IP = 0
# Disable cookies (enabled by default)
COOKIES_ENABLED = False
RETRY_TIMES = 5
DOWNLOAD_TIMEOUT = 10
# Disable Telnet Console (enabled by default)
# TELNETCONSOLE_ENABLED=False
# Override the default request headers:
# DEFAULT_REQUEST_HEADERS = {
# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
# 'Accept-Language': 'en',
# }
# Enable or disable spider middlewares
# See http://scrapy.readthedocs.org/en/latest/topics/spider-middleware.html
# SPIDER_MIDDLEWARES = {
# 'gorden_crawler.middlewares.MyCustomSpiderMiddleware': 543,
# }
# DOWNLOAD_HANDLERS_BASE = {
# 'http': 'gorden_crawler.downloader.handler.PhantomJSDownloadHandler',
# }
# Enable or disable downloader middlewares
# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html
DOWNLOADER_MIDDLEWARES = {
# 'gorden_crawler.middlewares.MyCustomDownloaderMiddleware': 543,
'scrapy.downloadermiddlewares.retry.RetryMiddleware': None,
'scrapy.downloadermiddleware.useragent.UserAgentMiddleware': None,
'gorden_crawler.contrib.downloadmiddleware.rotate_useragent.RotateUserAgentMiddleware': 1,
'gorden_crawler.contrib.downloadmiddleware.retry.RetryMiddleware': 500,
# 'gorden_crawler.middlewares.proxy_ats.ProxyMiddleware': 100,
# 'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware': 110,
}
# Enable or disable extensions
# See http://scrapy.readthedocs.org/en/latest/topics/extensions.html
EXTENSIONS = {
# 'scrapy.telnet.TelnetConsole': None,
'gorden_crawler.extensions.signals.Signals': 10,
'gorden_crawler.scrapy_sentry.extensions.Errors': 11,
}
# Configure item pipelines
# See http://scrapy.readthedocs.org/en/latest/topics/item-pipeline.html
ITEM_PIPELINES = {
# 'gorden_crawler.pipelines.SomePipeline': 300,
# 'gorden_crawler.pipelines.write_json.JsonWriterPipeline': 300
# 'scrapy_redis.pipelines.RedisPipeline': 300
# 'gorden_crawler.pipelines.cover_image.WoaiduCoverImage': 300,
# 'gorden_crawler.pipelines.mongodb_book_file.MongodbWoaiduBookFile' : 301,
# 'gorden_crawler.pipelines.drop_none_download.DropNoneBookFile' : 302,
# 'scrapy_redis.pipelines.RedisPipeline': 300,
'gorden_crawler.pipelines.mongodb.SingleMongodbPipeline': 303, # mongodb入库处理器
# 'gorden_crawler.pipelines.final_test.FinalTestPipeline' : 304,
'gorden_crawler.pipelines.realtime_handle_image.RealtimeHandleImage': None, # 实时爬虫图片处理队列
}
# Enable and configure the AutoThrottle extension (disabled by default)
# See http://doc.scrapy.org/en/latest/topics/autothrottle.html
# NOTE: AutoThrottle will honour the standard settings for concurrency and delay
# AUTOTHROTTLE_ENABLED=True
# The initial download delay
# AUTOTHROTTLE_START_DELAY=3
# The maximum download delay to be set in case of high latencies
# AUTOTHROTTLE_MAX_DELAY=60
# Enable showing throttling stats for every response received:
# AUTOTHROTTLE_DEBUG=False
# Enable and configure HTTP caching (disabled by default)
# See http://scrapy.readthedocs.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
# HTTPCACHE_ENABLED=True
# HTTPCACHE_EXPIRATION_SECS=0
# HTTPCACHE_DIR='httpcache'
# HTTPCACHE_IGNORE_HTTP_CODES=[]
# HTTPCACHE_STORAGE='scrapy.extensions.httpcache.FilesystemCacheStorage'
# Enables scheduling storing requests queue in redis.
SCHEDULER = "gorden_crawler.redis.scheduler.Scheduler"
# Don't cleanup redis queues, allows to pause/resume crawls.
# SCHEDULER_PERSIST = True
# Schedule requests using a priority queue. (default)
# SCHEDULER_QUEUE_CLASS = 'scrapy_redis.queue.SpiderPriorityQueue'
# Schedule requests using a queue (FIFO).<F2>
# SCHEDULER_QUEUE_CLASS = 'scrapy_redis.queue.SpiderQueue'
# Schedule requests using a stack (LIFO).
# SCHEDULER_QUEUE_CLASS = 'scrapy_redis.queue.SpiderStack'
# Max idle time to prevent the spider from being closed when distributed crawling.
# This only works if queue class is SpiderQueue or SpiderStack,
# and may also block the same time when your spider start at the first time (because the queue is empty).
# SCHEDULER_IDLE_BEFORE_CLOSE = 10
# # Store scraped item in redis for post-processing.
# ITEM_PIPELINES = {
# 'scrapy_redis.pipelines.RedisPipeline': 300
# }
# Specify the host and port to use when connecting to Redis (optional).
REDIS_HOST = os.environ.get("REDIS_HOST", 'localhost')
REDIS_PORT = os.environ.get("REDIS_PORT", 6379)
# Specify the full Redis URL for connecting (optional).
# If set, this takes precedence over the REDIS_HOST and REDIS_PORT settings.
REDIS_URL = os.environ.get("REDIS_URL", 'redis://localhost:6379')
MONGODB_SERVER = os.environ.get("MONGODB_SERVER", 'mongodb://yiya:yiya1504!!@localhost:27017/admin')
MONGODB_DB = os.environ.get("MONGODB_DB", 'shiji_crawler_items')
SHOP_MONGODB_SERVER = os.environ.get("SHOP_MONGODB_SERVER", 'mongodb://yiya:yiya1504!!@localhost:27017/admin')
SHOP_MONGODB_DB = os.environ.get("SHOP_MONGODB_DB", 'shiji_shop')
# redis config use sentinel
REDIS1_SENTINEL = os.environ.get("REDIS_SENTINEL", None)
if REDIS1_SENTINEL:
sentinel = Sentinel([(REDIS1_SENTINEL, 26379)], socket_timeout=0.1)
CRAWLER_REDIS_HOST = sentinel.discover_master('mymaster')[0]
else:
CRAWLER_REDIS_HOST = None
ITEM_NOTIFY_REDIS_HOST = CRAWLER_REDIS_HOST or os.environ.get("ITEM_NOTIFY_REDIS_HOST", 'localhost')
ITEM_NOTIFY_REDIS_PORT = os.environ.get("ITEM_NOTIFY_REDIS_PORT", 6379)
ITEM_NOTIFY_REDIS_PASSWORD = os.environ.get("ITEM_NOTIFY_REDIS_PASSWORD", None)
IMGAE_HANDLE_QUEUE_REDIS_HOST = CRAWLER_REDIS_HOST or os.environ.get("IMGAE_HANDLE_QUEUE_REDIS_HOST", 'localhost')
IMGAE_HANDLE_QUEUE_REDIS_PORT = os.environ.get("IMGAE_HANDLE_QUEUE_REDIS_PORT", 6379)
IMGAE_HANDLE_QUEUE_REDIS_PASSWORD = os.environ.get("IMGAE_HANDLE_QUEUE_REDIS_PASSWORD", None)
SIZE_TRANSFORM_QUEUE_REDIS_HOST = CRAWLER_REDIS_HOST or os.environ.get("SIZE_TRANSFORM_QUEUE_REDIS_HOST", 'localhost')
SIZE_TRANSFORM_QUEUE_REDIS_PORT = os.environ.get("SIZE_TRANSFORM_QUEUE_REDIS_PORT", 6379)
SIZE_TRANSFORM_QUEUE_REDIS_PASSWORD = os.environ.get("SIZE_TRANSFORM_QUEUE_REDIS_PASSWORD", None)
REALTIME_IMAGE_HANDLE_QUEUE_REDIS_HOST = CRAWLER_REDIS_HOST or os.environ.get("REALTIME_IMAGE_HANDLE_QUEUE_REDIS_HOST", 'localhost')
REALTIME_IMAGE_HANDLE_QUEUE_REDIS_PORT = os.environ.get("REALTIME_IMAGE_HANDLE_QUEUE_REDIS_PORT", 6379)
REALTIME_IMAGE_HANDLE_QUEUE_REDIS_PASSWORD = os.environ.get("REALTIME_IMAGE_HANDLE_QUEUE_REDIS_PASSWORD", None)
JS_CRAWLER_QUEUE_HOST = CRAWLER_REDIS_HOST or os.environ.get("JS_CRAWLER_QUEUE_HOST", 'localhost')
JS_CRAWLER_QUEUE_PORT = os.environ.get("JS_CRAWLER_QUEUE_PORT", 6379)
JS_CRAWLER_QUEUE_PASSWORD = os.environ.get("JS_CRAWLER_QUEUE_PASSWORD", None)
# yelp configuration
YELP_MONGODB_SERVER = os.environ.get("YELP_MONGODB_SERVER", 'mongodb://localhost:27017/admin')
| [
1,
529,
12443,
29918,
303,
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29958,
29896,
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cinder/volume/drivers/hitachi/hbsd_rest_api.py | cloudification-io/cinder | 1 | 1614887 | # Copyright (C) 2020, Hitachi, Ltd.
#
# 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.
"""
REST API client class for Hitachi HBSD Driver.
"""
from http import client as httpclient
import threading
from eventlet import greenthread
from keystoneauth1.session import TCPKeepAliveAdapter
from oslo_log import log as logging
from oslo_service import loopingcall
from oslo_utils import timeutils
import requests
from cinder.volume.drivers.hitachi import hbsd_utils as utils
_LOCK_WAITTIME = 2 * 60 * 60
_EXEC_MAX_WAITTIME = 30
_EXTEND_WAITTIME = 10 * 60
_EXEC_RETRY_INTERVAL = 5
_DEFAULT_CONNECT_TIMEOUT = 30
_RESPONSE_TIMEOUT_TOLERANCE = 30
_JOB_API_RESPONSE_TIMEOUT = 30 * 60
_GET_API_RESPONSE_TIMEOUT = 30 * 60
_REST_SERVER_BUSY_TIMEOUT = 2 * 60 * 60
_REST_SERVER_RESTART_TIMEOUT = 10 * 60
_REST_SERVER_ERROR_TIMEOUT = 10 * 60
_KEEP_SESSION_LOOP_INTERVAL = 3 * 60
_HTTPS = 'https://'
_REST_LOCKED_ERRORS = [
('2E11', '2205'),
('2E11', '2207'),
]
LDEV_ALREADY_DEFINED = ('2E22', '0001')
NO_AVAILABLE_LDEV_ID = ('2E11', '2209')
INVALID_SNAPSHOT_POOL = ('2E30', '600E')
_MSGID_REST_SERVER_BUSY = ('KART00003-E',)
_MSGID_LOCK_FAILURE = ('KART40050-E', 'KART40051-E', 'KART40052-E')
EXCEED_WWN_MAX = ('B957', '4184')
ANOTHER_LDEV_MAPPED = ('B958', '0947')
REST_NO_RETRY_ERRORS = [
('2E10', '9705'),
('2E10', '9706'),
('2E10', '9707'),
('2E11', '8303'),
('2E30', '0007'),
('B956', '3173'),
('B956', '31D7'),
('B956', '31D9'),
('B957', '4188'),
('B958', '015A'),
('B958', '015E'),
LDEV_ALREADY_DEFINED,
NO_AVAILABLE_LDEV_ID,
EXCEED_WWN_MAX,
INVALID_SNAPSHOT_POOL,
]
MSGID_SPECIFIED_OBJECT_DOES_NOT_EXIST = 'KART30013-E'
_REST_NO_RETRY_MESSAGEIDS = [
MSGID_SPECIFIED_OBJECT_DOES_NOT_EXIST
]
LOG = logging.getLogger(__name__)
MSG = utils.HBSDMsg
def _build_base_url(ip_addr, ip_port):
return '%(https)s%(ip)s:%(port)s/ConfigurationManager' % {
'https': _HTTPS,
'ip': ip_addr,
'port': ip_port,
}
class ResponseData(dict):
def is_json(self):
return (self['rsp'].content and
'json' in self['rsp'].headers['Content-Type'])
def _init_content(self):
"""Set response object."""
if self.is_json():
self['rsp_body'] = self['rsp'].json()
elif self['rsp'].content:
self['rsp_body'] = self['rsp'].text
else:
self['rsp_body'] = None
def _init_error(self):
"""Set error object"""
if self['rsp_body'] and 'errorSource' in self['rsp_body']:
self['errobj'] = self['rsp_body']
elif self['rsp_body'] and 'error' in self['rsp_body']:
self['errobj'] = self['rsp_body']['error']
else:
self['errobj'] = {}
def __init__(self, rsp):
"""Initialize instance variables."""
super(ResponseData, self).__init__()
self['rsp'] = rsp
self['status_code'] = rsp.status_code
self._init_content()
self._init_error()
def job_succeeded(self):
return (self.is_json() and
self['rsp_body'].get('status') == 'Completed' and
self['rsp_body'].get('state') == 'Succeeded')
def get_err_code(self):
return utils.safe_get_err_code(self['errobj'])
def get_return_code(self):
return utils.safe_get_return_code(self['errobj'])
def is_success(self, ignore_error, ignore_message_id,
ignore_return_code, ignore_all_errors=False):
"""Check the success or failure of the response."""
return (ignore_all_errors or
self['status_code'] == httpclient.OK or
(self['status_code'] == httpclient.ACCEPTED and
self.job_succeeded()) or
self.get_err_code() in ignore_error or
self['errobj'].get('messageId') in ignore_message_id or
self.get_return_code() in ignore_return_code)
def is_locked(self):
"""Check if a response is the error of the lock factor."""
if not self['errobj']:
return False
message_id = self['errobj'].get('messageId')
retcode = self['errobj'].get('errorCode', {}).get('errorCode')
return (message_id in _MSGID_LOCK_FAILURE or
self.get_err_code() in _REST_LOCKED_ERRORS or
retcode == 'EX_EACCES')
def is_auth_fail(self):
"""Check if a response is an authorization error."""
return self['status_code'] == httpclient.UNAUTHORIZED
def get_message_id(self):
return utils.safe_get_message_id(self['errobj'])
def is_no_retry_error(self, no_retry_error_code):
"""Check if a response is a no retry error."""
return (not self.is_auth_fail() and
((self['status_code'] not in
list(range(200, 300)) + list(range(500, 600))) or
self.get_err_code() in no_retry_error_code or
self.get_message_id() in _REST_NO_RETRY_MESSAGEIDS))
def is_rest_server_busy(self):
"""Check if a response is a server busy error."""
if not self['errobj']:
return False
message_id = self['errobj'].get('messageId')
return (message_id in _MSGID_REST_SERVER_BUSY)
def get_errobj(self):
return {
'errorSource': self['errobj'].get('errorSource', ''),
'messageId': self['errobj'].get('messageId', ''),
'message': self['errobj'].get('message', ''),
'cause': self['errobj'].get('cause', ''),
'solution': self['errobj'].get('solution', ''),
'errorCode': self['errobj'].get('errorCode', {}),
}
def get_job_result(self):
return {'job_id': self['rsp_body'].get('jobId', ''),
'status': self['rsp_body'].get('status', ''),
'state': self['rsp_body'].get('state', '')}
class RestApiClient():
def __init__(self, ip_addr, ip_port, storage_device_id,
user_id, user_pass, tcp_keepalive=False,
verify=False, connect_timeout=_DEFAULT_CONNECT_TIMEOUT):
"""Initialize instance variables."""
self.ip_addr = ip_addr
self.ip_port = ip_port
self.storage_id = storage_device_id
self.storage_info = {}
self.user_id = user_id
self.user_pass = <PASSWORD>
self.tcp_keepalive = tcp_keepalive
self.verify = verify
self.connect_timeout = connect_timeout
self.login_lock = threading.Lock()
self.keep_session_loop = loopingcall.FixedIntervalLoopingCall(
self._keep_session)
self.base_url = _build_base_url(ip_addr, self.ip_port)
self.object_url = '%(base_url)s/v1/objects/storages/%(storage_id)s' % {
'base_url': self.base_url,
'storage_id': self.storage_id,
}
self.service_url = '%(base_url)s/v1/%(storage_id)s/services' % {
'base_url': self.base_url,
'storage_id': self.storage_id,
}
self.headers = {"content-type": "application/json",
"accept": "application/json"}
class Session(requests.auth.AuthBase):
def __init__(self, id, token):
"""Initialize instance variables."""
self.id = id
self.token = token
def __call__(self, req):
req.headers['Authorization'] = 'Session %(token)s' % {
'token': self.token,
}
return req
def _request(self, method, url, params=None, body=None,
async_=False, **kwargs):
"""Transmit the request to REST API server."""
kwargs.setdefault('ignore_error', [])
kwargs['no_retry_error'] = (kwargs['ignore_error'] +
REST_NO_RETRY_ERRORS)
kwargs.setdefault('no_retry', False)
kwargs.setdefault('do_raise', True)
kwargs.setdefault('ignore_message_id', [])
kwargs.setdefault('no_relogin', False)
kwargs.setdefault('ignore_return_code', [])
kwargs.setdefault('ignore_all_errors', False)
kwargs.setdefault('timeout_message', None)
kwargs.setdefault('no_log', False)
kwargs.setdefault('timeout', _EXEC_MAX_WAITTIME)
headers = dict(self.headers)
if async_:
read_timeout = (_JOB_API_RESPONSE_TIMEOUT +
_RESPONSE_TIMEOUT_TOLERANCE)
headers.update({
"Response-Max-Wait": str(_JOB_API_RESPONSE_TIMEOUT),
"Response-Job-Status": "Completed;"})
else:
read_timeout = _GET_API_RESPONSE_TIMEOUT
auth_data = kwargs.get('auth', self.get_my_session())
timeout = (self.connect_timeout, read_timeout)
interval = kwargs.get('interval', _EXEC_RETRY_INTERVAL)
retry = True
start_time = timeutils.utcnow()
watch = timeutils.StopWatch()
while retry:
watch.restart()
try:
with requests.Session() as session:
if self.tcp_keepalive:
session.mount(_HTTPS, TCPKeepAliveAdapter())
rsp = session.request(method, url,
params=params,
json=body,
headers=headers,
auth=auth_data,
timeout=timeout,
verify=self.verify)
except Exception as e:
msg = utils.output_log(
MSG.REST_SERVER_CONNECT_FAILED,
exception=type(e), message=e,
method=method, url=url, params=params, body=body)
raise utils.HBSDError(msg)
response = ResponseData(rsp)
if (response['status_code'] == httpclient.INTERNAL_SERVER_ERROR and
kwargs['timeout'] < _REST_SERVER_RESTART_TIMEOUT):
kwargs['timeout'] = _REST_SERVER_RESTART_TIMEOUT
if (response['status_code'] == httpclient.SERVICE_UNAVAILABLE and
kwargs['timeout'] < _REST_SERVER_ERROR_TIMEOUT):
kwargs['timeout'] = _REST_SERVER_ERROR_TIMEOUT
retry, rsp_data, errobj = self._check_rest_api_response(
response, start_time,
method=method, url=url, params=params, body=body, **kwargs)
if retry:
watch.stop()
idle = max(interval - watch.elapsed(), 0)
greenthread.sleep(idle)
if not kwargs['no_relogin'] and response.is_auth_fail():
auth_data = self.get_my_session()
return rsp_data, errobj
def _check_rest_api_response(
self, response, start_time, method=None,
url=None, params=None, body=None, **kwargs):
"""Check the response from REST API server."""
rsp_body = response['rsp_body']
errobj = response['errobj']
if response.is_locked():
if (kwargs['no_retry'] or
utils.timed_out(start_time, _LOCK_WAITTIME)):
msg = utils.output_log(MSG.REST_API_FAILED,
no_log=kwargs['no_log'],
method=method, url=url,
params=params, body=body,
**response.get_errobj())
if kwargs['do_raise']:
raise utils.HBSDError(msg, errobj=errobj)
return False, rsp_body, errobj
else:
LOG.debug("The resource group to which the operation object ",
"belongs is being locked by other software.")
return True, rsp_body, errobj
if response.is_success(kwargs['ignore_error'],
kwargs['ignore_message_id'],
kwargs['ignore_return_code'],
kwargs['ignore_all_errors']):
return False, rsp_body, errobj
if (kwargs['no_retry'] and
response['status_code'] != httpclient.INTERNAL_SERVER_ERROR or
response.is_no_retry_error(kwargs['no_retry_error'])):
retry = False
elif response.is_auth_fail():
retry = self.relogin(kwargs['no_relogin'])
else:
retry = True
if retry and response.is_rest_server_busy():
if utils.timed_out(start_time, _REST_SERVER_BUSY_TIMEOUT):
retry = False
elif retry and utils.timed_out(start_time, kwargs['timeout']):
if kwargs['timeout_message']:
utils.output_log(kwargs['timeout_message'][0],
**kwargs['timeout_message'][1])
if response.is_json():
msg = utils.output_log(MSG.REST_API_TIMEOUT,
no_log=kwargs['no_log'],
method=method, url=url,
params=params, body=body,
**response.get_job_result())
if errobj:
msg = utils.output_log(MSG.REST_API_FAILED,
no_log=kwargs['no_log'],
method=method, url=url,
params=params, body=body,
**response.get_errobj())
else:
msg = utils.output_log(MSG.REST_API_HTTP_ERROR,
no_log=kwargs['no_log'],
status_code=response['status_code'],
response_body=rsp_body,
method=method, url=url,
params=params, body=body)
if kwargs['do_raise']:
raise utils.HBSDError(msg, errobj=errobj)
return False, rsp_body, errobj
if errobj:
LOG.debug('ERROR %s', errobj)
else:
LOG.debug('ERROR %s', ' '.join(str(rsp_body).splitlines()))
if not retry:
if response.is_json():
msg = utils.output_log(MSG.REST_API_FAILED,
no_log=kwargs['no_log'],
method=method, url=url,
params=params, body=body,
**response.get_errobj())
else:
msg = utils.output_log(MSG.REST_API_HTTP_ERROR,
no_log=kwargs['no_log'],
status_code=response['status_code'],
response_body=rsp_body,
method=method, url=url,
params=params, body=body)
if kwargs['do_raise']:
raise utils.HBSDError(msg, errobj=errobj)
return retry, rsp_body, errobj
def set_my_session(self, session):
self.session = session
def get_my_session(self):
return getattr(self, 'session', None)
def _login(self, do_raise=True):
"""Establishes a session and manages the session."""
url = '%(url)s/sessions' % {
'url': self.object_url,
}
auth = (self.user_id, self.user_pass)
rsp, err = self._request("POST", url, auth=auth, no_relogin=True,
do_raise=do_raise, timeout=_LOCK_WAITTIME)
if not err:
self.set_my_session(self.Session(rsp["sessionId"], rsp["token"]))
return True
else:
return False
def login(self):
"""Establishes a session and manages the session."""
LOG.debug("Trying to login.")
return self._login()
def get_session(self, session_id, **kwargs):
"""Get a session information."""
url = '%(url)s/sessions/%(id)s' % {
'url': self.object_url,
'id': session_id,
}
return self._get_object(url, **kwargs)
def _has_session(self):
"""Check if there is a session managing."""
has_session = False
try:
session = self.get_my_session()
if session is not None:
self.get_session(session.id, no_retry=True, no_log=True)
has_session = True
except utils.HBSDError as ex:
LOG.debug('Failed to get session info: %s', ex)
return has_session
def relogin(self, no_relogin, no_log=False):
"""Establishes a session again."""
retry = False
if not no_relogin:
with self.login_lock:
retry = self._has_session()
if not retry:
LOG.debug("Trying to re-login.")
retry = self._login(do_raise=False)
if not retry:
utils.output_log(
MSG.REST_LOGIN_FAILED,
no_log=no_log, user=self.user_id)
return retry
def _keep_session(self):
"""Keep a session."""
LOG.debug('_keep_session thread is started')
try:
self.relogin(False, no_log=True)
except Exception as ex:
LOG.debug(
'relogin() in _keep_session() failed. %s', ex)
def enter_keep_session(self):
"""Begin the keeping of a session."""
self.keep_session_loop.start(_KEEP_SESSION_LOOP_INTERVAL)
LOG.debug('enter_keep_session')
def _get_object(self, url, params=None, **kwargs):
"""Transmit a GET request that appointed object ID."""
rsp = self._request("GET", url, params=params, **kwargs)[0]
return rsp if rsp else None
def _get_objects(self, url, params=None, **kwargs):
"""Transmit a GET request."""
rsp = self._request("GET", url, params=params, **kwargs)[0]
return rsp.get("data") if rsp else None
def _add_object(self, url, body, **kwargs):
"""Transmit a POST request."""
rsp, errobj = self._request(
"POST", url, body=body, async_=True, **kwargs)
if not rsp:
return None, errobj
resources = rsp.get('affectedResources')
if resources:
return resources[0].split('/')[-1], errobj
return None, errobj
def _delete_object(self, url, params=None, body=None, **kwargs):
"""Transmit a DELETE request."""
self._request("DELETE", url, params=params, body=body, async_=True,
**kwargs)
def _invoke(self, url, body=None, **kwargs):
"""Transmit a PUT request."""
self._request("PUT", url, body=body, async_=True, **kwargs)
def get_pools(self, params=None):
"""Get a list of pool information."""
url = '%(url)s/pools' % {
'url': self.object_url,
}
return self._get_objects(url, params=params)
def get_pool(self, pool_id, **kwargs):
"""Get a pool information."""
url = '%(url)s/pools/%(id)s' % {
'url': self.object_url,
'id': pool_id,
}
return self._get_object(url, **kwargs)
def get_ldev(self, ldev_id, **kwargs):
"""Get a ldev information."""
url = '%(url)s/ldevs/%(id)s' % {
'url': self.object_url,
'id': ldev_id,
}
return self._get_object(url, **kwargs)
def get_ldevs(self, params=None, **kwargs):
"""Get a list of ldev information."""
url = '%(url)s/ldevs' % {
'url': self.object_url,
}
return self._get_objects(url, params=params, **kwargs)
def add_ldev(self, body, **kwargs):
"""Add a ldev information."""
url = '%(url)s/ldevs' % {
'url': self.object_url,
}
ldev_id = self._add_object(url, body=body, **kwargs)[0]
return int(ldev_id) if ldev_id else None
def delete_ldev(self, ldev_id, body=None, **kwargs):
"""Delete a ldev information."""
url = '%(url)s/ldevs/%(id)s' % {
'url': self.object_url,
'id': ldev_id,
}
self._delete_object(url, body=body, **kwargs)
def modify_ldev(self, ldev_id, body):
"""Modify a ldev information."""
url = '%(url)s/ldevs/%(id)s' % {
'url': self.object_url,
'id': ldev_id,
}
self._invoke(url, body=body)
def extend_ldev(self, ldev_id, body):
"""Expand a ldev size."""
url = '%(url)s/ldevs/%(id)s/actions/%(action)s/invoke' % {
'url': self.object_url,
'id': ldev_id,
'action': 'expand',
}
self._invoke(url, body=body, timeout=_EXTEND_WAITTIME)
def get_ports(self, params=None):
"""Get a list of port information."""
url = '%(url)s/ports' % {
'url': self.object_url,
}
return self._get_objects(url, params=params)
def get_port(self, port_id):
"""Get a port information."""
url = '%(url)s/ports/%(id)s' % {
'url': self.object_url,
'id': port_id,
}
return self._get_object(url)
def get_host_grps(self, params=None):
"""Get a list of host group information."""
url = '%(url)s/host-groups' % {
'url': self.object_url,
}
return self._get_objects(url, params=params)
def get_host_grp(self, port_id, host_group_number):
"""Get a host group information."""
url = '%(url)s/host-groups/%(port)s,%(number)d' % {
'url': self.object_url,
'port': port_id,
'number': host_group_number,
}
return self._get_object(url)
def add_host_grp(self, body, **kwargs):
"""Add a host group information."""
url = '%(url)s/host-groups' % {
'url': self.object_url,
}
host_group_id = self._add_object(url, body=body, **kwargs)[0]
return int(host_group_id.split(',')[-1]) if host_group_id else None
def delete_host_grp(self, port_id, host_group_number):
"""Delete a host group information."""
url = '%(url)s/host-groups/%(port)s,%(number)d' % {
'url': self.object_url,
'port': port_id,
'number': host_group_number,
}
self._delete_object(url)
def modify_host_grp(self, port_id, host_group_number, body, **kwargs):
"""Modify a host group information."""
url = '%(url)s/host-groups/%(port)s,%(number)d' % {
'url': self.object_url,
'port': port_id,
'number': host_group_number,
}
self._invoke(url, body=body, **kwargs)
def get_hba_wwns(self, port_id, host_group_number):
"""Get a list of wwn information."""
url = '%(url)s/host-wwns' % {
'url': self.object_url,
}
params = {"portId": port_id, "hostGroupNumber": host_group_number}
return self._get_objects(url, params=params)
def get_hba_wwns_by_name(self, port_id, host_group_name):
"""Get a list of wwn information of the specified name."""
url = '%(url)s/host-wwns' % {
'url': self.object_url,
}
params = {"portId": port_id, "hostGroupName": host_group_name}
return self._get_objects(url, params=params)
def add_hba_wwn(self, port_id, host_group_number, host_wwn, **kwargs):
"""Add a wwn information."""
url = '%(url)s/host-wwns' % {
'url': self.object_url,
}
body = {"hostWwn": host_wwn, "portId": port_id,
"hostGroupNumber": host_group_number}
return self._add_object(url, body=body, **kwargs)[0]
def get_hba_iscsis(self, port_id, host_group_number):
"""Get a list of ISCSI information."""
url = '%(url)s/host-iscsis' % {
'url': self.object_url,
}
params = {"portId": port_id, "hostGroupNumber": host_group_number}
return self._get_objects(url, params=params)
def get_hba_iscsis_by_name(self, port_id, host_group_name):
"""Get a list of ISCSI information of the specified name."""
url = '%(url)s/host-iscsis' % {
'url': self.object_url,
}
params = {"portId": port_id, "hostGroupName": host_group_name}
return self._get_objects(url, params=params)
def add_hba_iscsi(self, port_id, host_group_number, iscsi_name):
"""Add a ISCSI information."""
url = '%(url)s/host-iscsis' % {
'url': self.object_url,
}
body = {"iscsiName": iscsi_name, "portId": port_id,
"hostGroupNumber": host_group_number}
return self._add_object(url, body=body)[0]
def get_luns(self, port_id, host_group_number,
is_basic_lun_information=False):
"""Get a list of lun information."""
url = '%(url)s/luns' % {
'url': self.object_url,
}
params = {"portId": port_id, "hostGroupNumber": host_group_number,
"isBasicLunInformation": is_basic_lun_information}
return self._get_objects(url, params=params)
def add_lun(self, port_id, host_group_number, ldev_id, lun=None, **kwargs):
"""Add a lun information."""
url = '%(url)s/luns' % {
'url': self.object_url,
}
body = {"portId": port_id, "hostGroupNumber": host_group_number,
"ldevId": ldev_id}
if lun is not None:
body['lun'] = lun
lun_id, errobj = self._add_object(url, body=body, **kwargs)
return int(lun_id.split(',')[-1]) if lun_id else None, errobj
def delete_lun(self, port_id, host_group_number, lun, **kwargs):
"""Delete a lun information."""
url = '%(url)s/luns/%(port)s,%(number)s,%(lun)d' % {
'url': self.object_url,
'port': port_id,
'number': host_group_number,
'lun': lun,
}
self._delete_object(url, **kwargs)
def get_snapshots(self, params=None):
"""Get a list of snapshot information."""
url = '%(url)s/snapshots' % {
'url': self.object_url,
}
return self._get_objects(url, params=params)
def add_snapshot(self, body, **kwargs):
"""Add a snapshot information."""
url = '%(url)s/snapshots' % {
'url': self.object_url,
}
return self._add_object(url, body=body, **kwargs)[0]
def delete_snapshot(self, pvol_ldev_id, mu_number, **kwargs):
"""Delete a snapshot information."""
url = '%(url)s/snapshots/%(pvol)d,%(mu)d' % {
'url': self.object_url,
'pvol': pvol_ldev_id,
'mu': mu_number,
}
self._delete_object(url, **kwargs)
def unassign_snapshot_volume(self, pvol_ldev_id, mu_number, **kwargs):
"""Unassign a snapshot information."""
url = '%(url)s/snapshots/%(pvol)d,%(mu)d/actions/%(action)s/invoke' % {
'url': self.object_url,
'pvol': pvol_ldev_id,
'mu': mu_number,
'action': 'unassign-volume',
}
self._invoke(url, **kwargs)
def restore_snapshot(self, pvol_ldev_id, mu_number, body=None):
"""Restore a snapshot information."""
url = '%(url)s/snapshots/%(pvol)d,%(mu)d/actions/%(action)s/invoke' % {
'url': self.object_url,
'pvol': pvol_ldev_id,
'mu': mu_number,
'action': 'restore',
}
self._invoke(url, body=body)
def discard_zero_page(self, ldev_id):
"""Return the ldev's no-data pages to the storage pool."""
url = '%(url)s/ldevs/%(id)s/actions/%(action)s/invoke' % {
'url': self.object_url,
'id': ldev_id,
'action': 'discard-zero-page',
}
self._invoke(url)
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pybaselines/utils.py | abdelq/pybaselines | 0 | 34818 | # -*- coding: utf-8 -*-
"""Helper functions for pybaselines.
Created on March 5, 2021
@author: <NAME>
"""
import numpy as np
# the minimum positive float values such that a + _MIN_FLOAT != a
_MIN_FLOAT = np.finfo(float).eps
def relative_difference(old, new, norm_order=None):
"""
Calculates the relative difference (norm(new-old) / norm(old)) of two values.
Used as an exit criteria in many baseline algorithms.
Parameters
----------
old : numpy.ndarray or float
The array or single value from the previous iteration.
new : numpy.ndarray or float
The array or single value from the current iteration.
norm_order : int, optional
The type of norm to calculate. Default is None, which is l2
norm for arrays, abs for scalars.
Returns
-------
float
The relative difference between the old and new values.
"""
numerator = np.linalg.norm(new - old, norm_order)
denominator = np.maximum(np.linalg.norm(old, norm_order), _MIN_FLOAT)
return numerator / denominator
def gaussian(x, height=1.0, center=0.0, sigma=1.0):
"""
Generates a gaussian distribution based on height, center, and sigma.
Parameters
----------
x : numpy.ndarray
The x-values at which to evaluate the distribution.
height : float, optional
The maximum height of the distribution. Default is 1.0.
center : float, optional
The center of the distribution. Default is 0.0.
sigma : float, optional
The standard deviation of the distribution. Default is 1.0.
Returns
-------
numpy.ndarray
The gaussian distribution evaluated with x.
"""
return height * np.exp(-0.5 * ((x - center)**2) / sigma**2)
def gaussian_kernel(window_size, sigma=1.0):
"""
Creates an area-normalized gaussian kernel for convolution.
Parameters
----------
window_size : int
The number of points for the entire kernel.
sigma : float, optional
The standard deviation of the gaussian model.
Returns
-------
numpy.ndarray, shape (window_size,)
The area-normalized gaussian kernel.
Notes
-----
Return gaus/sum(gaus) rather than creating a unit-area gaussian
since the unit-area gaussian would have an area smaller than 1
for window_size < ~ 6 * sigma.
"""
# centers distribution from -half_window to half_window
x = np.arange(0, window_size) - (window_size - 1) / 2
gaus = gaussian(x, 1, 0, sigma)
return gaus / np.sum(gaus)
def _get_edges(data, pad_length, mode='extrapolate', extrapolate_window=None, **pad_kwargs):
"""
Provides the left and right edges for padding data.
Parameters
----------
data : array-like
The array of the data.
pad_length : int
The number of points to add to the left and right edges.
mode : str, optional
The method for padding. Default is 'extrapolate'. Any method other than
'extrapolate' will use numpy.pad.
extrapolate_window : int, optional
The number of values to use for linear fitting on the left and right
edges. Default is None, which will set the extrapolate window size equal
to the `half_window` size.
**pad_kwargs
Any keyword arguments to pass to numpy.pad, which will be used if `mode`
is not 'extrapolate'.
Returns
-------
left_edge : numpy.ndarray, shape(pad_length,)
The array of data for the left padding.
right_edge : numpy.ndarray, shape(pad_length,)
The array of data for the right padding.
Notes
-----
If mode is 'extrapolate', then the left and right edges will be fit with
a first order polynomial and then extrapolated. Otherwise, uses numpy.pad.
"""
y = np.asarray(data)
if pad_length == 0:
return y
mode = mode.lower()
if mode == 'extrapolate':
if extrapolate_window is None:
extrapolate_window = 2 * pad_length + 1
x = np.arange(-pad_length, y.shape[0] + pad_length)
left_poly = np.polynomial.Polynomial.fit(
x[pad_length:-pad_length][:extrapolate_window],
y[:extrapolate_window], 1
)
right_poly = np.polynomial.Polynomial.fit(
x[pad_length:-pad_length][-extrapolate_window:],
y[-extrapolate_window:], 1
)
left_edge = left_poly(x[:pad_length])
right_edge = right_poly(x[-pad_length:])
else:
padded_data = np.pad(y, pad_length, mode, **pad_kwargs)
left_edge = padded_data[:pad_length]
right_edge = padded_data[-pad_length:]
return left_edge, right_edge
def pad_edges(data, pad_length, mode='extrapolate',
extrapolate_window=None, **pad_kwargs):
"""
Adds left and right edges to the data.
Parameters
----------
data : array-like
The array of the data.
pad_length : int
The number of points to add to the left and right edges.
mode : str, optional
The method for padding. Default is 'extrapolate'. Any method other than
'extrapolate' will use numpy.pad.
extrapolate_window : int, optional
The number of values to use for linear fitting on the left and right
edges. Default is None, which will set the extrapolate window size equal
to the `half_window` size.
**pad_kwargs
Any keyword arguments to pass to numpy.pad, which will be used if `mode`
is not 'extrapolate'.
Returns
-------
padded_data : numpy.ndarray, shape (N + 2 * half_window,)
The data with padding on the left and right edges.
Notes
-----
If mode is 'extrapolate', then the left and right edges will be fit with
a first order polynomial and then extrapolated. Otherwise, uses numpy.pad.
"""
y = np.asarray(data)
if pad_length == 0:
return y
if mode.lower() == 'extrapolate':
left_edge, right_edge = _get_edges(y, pad_length, mode, extrapolate_window)
padded_data = np.concatenate((left_edge, y, right_edge))
else:
padded_data = np.pad(y, pad_length, mode.lower(), **pad_kwargs)
return padded_data
def padded_convolve(data, kernel, mode='reflect', **pad_kwargs):
"""
Pads data before convolving to reduce edge effects.
Parameters
----------
data : numpy.ndarray, shape (N,)
The data to smooth.
kernel : numpy.ndarray, shape (M,)
A pre-computed, normalized kernel for the convolution. Indices should
span from -half_window to half_window.
Returns
-------
numpy.ndarray, shape (N,)
The smoothed input array.
Notes
-----
Mirrors the data near the edges so that convolution does not
produce edge effects.
"""
padding = (min(data.shape[0], kernel.shape[0]) // 2)
convolution = np.convolve(
pad_edges(data, padding, mode, **pad_kwargs), kernel, mode='valid'
)
return convolution
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29915,
13,
1678,
1723,
13,
1678,
736,
26851,
13,
2
] |
setup.py | arrkiin/pymt5adapter | 69 | 193318 | from setuptools import find_packages
from setuptools import setup
import pymt5adapter
with open('README.md') as f:
readme = f.read()
with open('LICENSE') as f:
license = f.read()
setup(
name='pymt5adapter',
version=pymt5adapter.__version__.get('pymt5adapter'),
description='A drop in replacement wrapper for the MetaTrader5 package',
long_description_content_type='text/markdown',
long_description=readme,
author='nicholishen',
author_email='<EMAIL>',
url='https://github.com/nicholishen/pymt5adapter',
license='MIT',
packages=find_packages(exclude=('tests', 'docs')),
install_requires=['MetaTrader5==5.0.33'],
setup_requires=['wheel'],
python_requires='>=3.6',
)
| [
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29953,
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2
] |
tksugar/widgets/__init__.py | TakamiChie/TkSugar | 2 | 105316 | <gh_stars>1-10
"""
Widgets that require Generator-specific custom processing are stored in this package.
For example, widgets such as tkinter.ttk.Notebook that do not display child elements on the GUI just by referencing them with the master argument of child elements are recorded here.
This package is referenced with the highest priority when the Generator is executed.
Therefore, even if there is a widget with the same name in another module, this module will be called.
"""
from tksugar.widgets.generatorsupport import GeneratorSupport
from tksugar.widgets.notebook import Notebook
from tksugar.widgets.menu import Menu | [
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200116/Python/solution.py | ktaletsk/daily-problem | 1 | 126841 | <filename>200116/Python/solution.py
class Solution(object):
def findDisappearedNumbers(self, nums):
return list(set(range(1,len(nums)+1)) - set(nums))
nums = [4, 6, 2, 6, 7, 2, 1]
def test():
assert Solution().findDisappearedNumbers(nums) == [3, 5] | [
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imagr_users/admin.py | sazlin/cfpydev-imagr | 0 | 27405 | <reponame>sazlin/cfpydev-imagr<gh_stars>0
from django.contrib import admin
from models import ImagrUser, Relationship
# Register your models here.
class ImagrUserAdmin(admin.ModelAdmin):
fields = ('username',
'first_name',
'last_name',
'email',
)
search_fields = ['username',
'email',
'first_name',
'last_name']
admin.site.register(ImagrUser, ImagrUserAdmin)
admin.site.register(Relationship)
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] |
legume/utils.py | shanham/legume | 2 | 142691 | """
Various utilities used in the main code.
NOTE: there should be no autograd functions here, only plain numpy/scipy
"""
import numpy as np
from scipy.linalg import toeplitz
from scipy.optimize import brentq
def ftinv(ft_coeff, gvec, xgrid, ygrid):
"""
Returns the discrete inverse Fourier transform over a real-space mesh
defined by 'xgrid', 'ygrid', computed given a number of FT coefficients
'ft_coeff' defined over a set of reciprocal vectors 'gvec'.
This could be sped up through an fft function but written like this it is
more general as we don't have to deal with grid and lattice issues.
"""
(xmesh, ymesh) = np.meshgrid(xgrid, ygrid)
ftinv = np.zeros(xmesh.shape, dtype=np.complex128)
# Take only the unique components
(g_unique, ind_unique) = np.unique(gvec, return_index=True, axis=1)
for indg in ind_unique:
ftinv += ft_coeff[indg]*np.exp(1j*gvec[0, indg]*xmesh + \
1j*gvec[1, indg]*ymesh)
# # Do the x- and y-transforms separately
# # I wrote this but then realized it doesn't improve anything
# (gx_u, indx) = np.unique(gvec[0, :], return_inverse=True)
# for ix, gx in enumerate(gx_u):
# ind_match = np.where(indx==ix)[0]
# (gy_u, indy) = np.unique(gvec[1, ind_match], return_index=True)
# term = np.zeros(xmesh.shape, dtype=np.complex128)
# for iy, gy in enumerate(gy_u):
# # print(ft_coeff[indx[indy[iy]]])
# term += ft_coeff[ind_match[indy[iy]]]*np.exp(-1j*gy*ymesh)
# ftinv += term*np.exp(-1j*gx*xmesh)
# # Can also be defined through a DFT matrix but it doesn't seem faster and
# # it's *very* memory intensive.
# exp_matrix = xmesh.reshape((-1, 1)).dot(g_unique[[0], :]) + \
# ymesh.reshape((-1, 1)).dot(g_unique[[1], :])
# dft_matrix = np.exp(1j*exp_matrix)
# ftinv = dft_matrix.dot(ft_coeff[ind_unique]).reshape(xmesh.shape)
# print(ftinv)
return ftinv
def ft2square(lattice, ft_coeff, gvec):
"""
Make a square array of Fourier components given a number of them defined
over a set of reciprocal vectors gvec.
NB: function hasn't really been tested, just storing some code.
"""
if lattice.type not in ['hexagonal', 'square']:
raise NotImplementedError("ft2square probably only works for" \
"a lattice initialized as 'square' or 'hexagonal'")
dgx = np.abs(lattice.b1[0])
dgy = np.abs(lattice.b2[1])
nx = np.int_(np.abs(np.max(gvec[0, :])/dgx))
ny = np.int_(np.abs(np.max(gvec[1, :])/dgy))
nxtot = 2*nx + 1
nytot = 2*ny + 1
eps_ft = np.zeros((nxtot, nytot), dtype=np.complex128)
gx_grid = np.arange(-nx, nx)*dgx
gy_grid = np.arange(-ny, ny)*dgy
for jG in range(gvec.shape[1]):
nG = np.int_(gvec[:, jG]/[dgx, dgy])
eps_ft[nx + nG1[0], ny + nG1[1]] = ft_coeff[jG]
return (eps_ft, gx_grid, gy_grid)
def grad_num(fn, arg, step_size=1e-7):
""" Numerically differentiate `fn` w.r.t. its argument `arg`
`arg` can be a numpy array of arbitrary shape
`step_size` can be a number or an array of the same shape as `arg` """
N = arg.size
shape = arg.shape
gradient = np.zeros((N,))
f_old = fn(arg)
if type(step_size) == float:
step = step_size*np.ones((N))
else:
step = step_size.ravel()
for i in range(N):
arg_new = arg.flatten()
arg_new[i] += step[i]
f_new_i = fn(arg_new.reshape(shape))
gradient[i] = (f_new_i - f_old) / step[i]
return gradient.reshape(shape)
def vjp_maker_num(fn, arg_inds, steps):
""" Makes a vjp_maker for the numerical derivative of a function `fn`
w.r.t. argument at position `arg_ind` using step sizes `steps` """
def vjp_single_arg(ia):
arg_ind = arg_inds[ia]
step = steps[ia]
def vjp_maker(fn_out, *args):
shape = args[arg_ind].shape
num_p = args[arg_ind].size
step = steps[ia]
def vjp(v):
vjp_num = np.zeros(num_p)
for ip in range(num_p):
args_new = list(args)
args_rav = args[arg_ind].flatten()
args_rav[ip] += step
args_new[arg_ind] = args_rav.reshape(shape)
dfn_darg = (fn(*args_new) - fn_out)/step
vjp_num[ip] = np.sum(v * dfn_darg)
return vjp_num
return vjp
return vjp_maker
vjp_makers = []
for ia in range(len(arg_inds)):
vjp_makers.append(vjp_single_arg(ia=ia))
return tuple(vjp_makers)
def toeplitz_block(n, T1, T2):
"""
Constructs a Hermitian Toeplitz-block-Toeplitz matrix with n blocks and
T1 in the first row and T2 in the first column of every block in the first
row of blocks
"""
ntot = T1.shape[0]
p = int(ntot/n) # Linear size of each block
Tmat = np.zeros((ntot, ntot), dtype=T1.dtype)
for ind1 in range(n):
for ind2 in range(ind1, n):
toep1 = T1[(ind2-ind1)*p:(ind2-ind1+1)*p]
toep2 = T2[(ind2-ind1)*p:(ind2-ind1+1)*p]
Tmat[ind1*p:(ind1+1)*p, ind2*p:(ind2+1)*p] = \
toeplitz(toep2, toep1)
return np.triu(Tmat) + np.conj(np.transpose(np.triu(Tmat,1)))
return np.triu(Tmat) + np.conj(np.transpose(np.triu(Tmat,1)))
def get_value(x):
"""
This is for when using the 'autograd' backend and you want to detach an
ArrayBox and just convert it to a numpy array.
"""
if str(type(x)) == "<class 'autograd.numpy.numpy_boxes.ArrayBox'>":
return x._value
else:
return x
def fsolve(f, lb, ub, *args):
"""
Solve for scalar f(x, *args) = 0 w.r.t. scalar x within lb < x < ub
"""
args_value = tuple([get_value(arg) for arg in args])
return brentq(f, lb, ub, args=args_value)
def find_nearest(array, value, N):
"""
Find the indexes of the N elements in an array nearest to a given value
(Not the most efficient way but this is not a coding interview...)
"""
idx = np.abs(array - value).argsort()
return idx[:N]
def RedhefferStar(SA,SB): #SA and SB are both 2x2 matrices;
assert type(SA) == np.ndarray, 'not np.matrix'
assert type(SB) == np.ndarray, 'not np.matrix'
I = 1;
# once we break every thing like this, we should still have matrices
SA_11 = SA[0, 0]; SA_12 = SA[0, 1]; SA_21 = SA[1, 0]; SA_22 = SA[1, 1];
SB_11 = SB[0, 0]; SB_12 = SB[0, 1]; SB_21 = SB[1, 0]; SB_22 = SB[1, 1];
D = 1.0/(I-SB_11*SA_22);
F = 1.0/(I-SA_22*SB_11);
SAB_11 = SA_11 + SA_12*D*SB_11*SA_21;
SAB_12 = SA_12*D*SB_12;
SAB_21 = SB_21*F*SA_21;
SAB_22 = SB_22 + SB_21*F*SA_22*SB_12;
SAB = np.array([[SAB_11, SAB_12],[SAB_21, SAB_22]])
return SAB
def extend(vals, inds, shape):
""" Makes an array of shape `shape` where indices `inds` have vales `vals`
"""
z = np.zeros(shape, dtype=vals.dtype)
z[inds] = vals
return z
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310,
9522,
771,
1052,
12047,
525,
29887,
2003,
4286,
13,
1678,
910,
1033,
367,
805,
287,
701,
1549,
385,
285,
615,
740,
541,
3971,
763,
445,
372,
338,
29871,
13,
1678,
901,
2498,
408,
591,
1016,
29915,
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505,
304,
5376,
411,
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322,
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5626,
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13,
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7720,
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13,
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3298,
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26688,
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2003,
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2248,
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5574,
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9685,
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13,
13,
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513,
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14178,
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29889,
4548,
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29926,
29930,
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2003,
29961,
29900,
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1399,
29887,
14178,
29916,
4467,
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718,
320,
13,
462,
632,
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29926,
29930,
29887,
2003,
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29896,
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1399,
29887,
14178,
962,
12094,
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13,
13,
1678,
396,
396,
1938,
278,
921,
29899,
322,
343,
29899,
9067,
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16949,
29871,
13,
1678,
396,
396,
306,
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445,
541,
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1838,
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353,
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29887,
2003,
29961,
29900,
29892,
584,
1402,
736,
29918,
262,
3901,
29922,
5574,
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13,
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1360,
861,
9601,
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396,
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313,
1927,
29918,
29884,
29892,
1399,
29891,
29897,
353,
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29889,
13092,
29898,
29887,
2003,
29961,
29896,
29892,
1399,
29918,
4352,
1402,
736,
29918,
2248,
29922,
5574,
29897,
13,
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396,
259,
1840,
353,
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3298,
359,
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29916,
4467,
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12181,
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26688,
29922,
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29906,
29947,
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396,
259,
363,
474,
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10966,
297,
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539,
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615,
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1111,
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4467,
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396,
396,
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884,
367,
3342,
1549,
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360,
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372,
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320,
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29906,
17619,
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1111,
12352,
29892,
330,
2003,
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9995,
13,
1678,
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310,
27506,
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2183,
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9522,
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9528,
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524,
23538,
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29889,
6897,
29898,
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29889,
3317,
29898,
29887,
2003,
29961,
29900,
29892,
584,
2314,
29914,
20726,
29916,
876,
13,
1678,
7098,
353,
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29889,
524,
23538,
9302,
29889,
6897,
29898,
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29889,
3317,
29898,
29887,
2003,
29961,
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29892,
584,
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29914,
29881,
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13,
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302,
486,
327,
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3637,
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29930,
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13,
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321,
567,
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615,
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3298,
359,
3552,
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486,
327,
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302,
3637,
327,
511,
26688,
29922,
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19676,
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29906,
29947,
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13,
1678,
330,
29916,
29918,
7720,
353,
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279,
927,
6278,
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302,
29916,
11877,
20726,
29916,
13,
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10966,
29918,
7720,
353,
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29889,
279,
927,
6278,
1460,
29892,
7098,
11877,
29881,
1927,
13,
13,
1678,
363,
432,
29954,
297,
3464,
29898,
29887,
2003,
29889,
12181,
29961,
29896,
29962,
1125,
13,
4706,
302,
29954,
353,
7442,
29889,
524,
23538,
29887,
2003,
7503,
29892,
432,
29954,
16261,
29961,
20726,
29916,
29892,
270,
1927,
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13,
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13,
13,
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313,
8961,
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615,
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330,
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7720,
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7720,
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13,
13,
1753,
4656,
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1949,
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1852,
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4331,
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2311,
29922,
29896,
29872,
29899,
29955,
1125,
13,
1678,
9995,
405,
4680,
1711,
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403,
421,
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29952,
281,
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29889,
967,
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508,
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263,
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508,
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470,
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test.py | tom66/pirawcam | 0 | 167223 | #!/usr/bin/env python3
import numpy
import rawcam
import random
from hashlib import md5
while True:
rc = rawcam.init() # initializes camera interface, returns config object
#rc.pack = rawcam.Pack.NONE
#rc.unpack = rawcam.Unpack.NONE
#rawcam.set_timing(0, 0, 0, 0, 0, 0, 0)
rawcam.set_data_lanes(2)
rawcam.set_image_id(0x2a)
rawcam.set_buffer_size(2048*128)
rawcam.set_buffer_num(8)
rawcam.set_buffer_dimensions(2048, 128)
rawcam.set_pack_mode(0)
rawcam.set_unpack_mode(0)
rawcam.set_unpack_mode(0)
rawcam.set_encoding_fourcc(ord('G'), ord('R'), ord('B'), ord('G'))
#rawcam.set_encode_block_length(32)
#rawcam.set_embedded_data_lines(32)
rawcam.set_zero_copy(1)
rawcam.set_camera_num(1)
print("debug after init params")
rawcam.debug()
#rawcam.format_commit()
#print("debug after format_commit")
#rawcam.debug()
print("start rawcam")
rawcam.start()
print("debug after start")
rawcam.debug()
j=0
while j<50:
#print("iter")
#print(rawcam.buffer_count())
for i in range(rawcam.buffer_count()):
j+=1
buf = rawcam.buffer_get()
#print(dir(buf))
print ("[%4d] got buf %s, len=%d, hash=%s" % (j,buf,len(buf),md5(buf).hexdigest()))
arr=numpy.frombuffer(buf,dtype='uint8') # yes this is zerocopy
#print ("average sample value %d" % (arr.sum()/len(arr)))
#print(j)
if (1):
open(("rxtest/%02d.bin" % j),"wb").write(buf)
# do other stuff with buffer contents
rawcam.buffer_free(buf)
rawcam.stop()
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] |
base/lbfgs.py | bhillebrecht/CertifiedML-ODE | 0 | 167827 | ###################################################################################################
# Copyright (c) 2021 <NAME>
#
# 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.
#
###################################################################################################
import numpy
import tensorflow as tf
import numpy as np
from base.custom_lbfgs import lbfgs, Struct
def function_factory(model, loss_fcn, x, y, callback_fcn, epochs, x_test=None, y_test=None,
val_freq=1000, log_freq=1000, verbose=1):
"""
A factory to create a function required by the L-BFGS implementation.
:param tf.keras.Model model: an instance of `tf.keras.Model` or its subclasses
:param object loss_fcn: a function with signature loss_value = loss(y_pred, y_true)
:param tf.tensor x: input tensor of the training dataset
:param tf.tensor y: output tensor of the training dataset
:param object callback_fcn: callback function, which is called after each epoch
:param int epochs: number of epochs
:param tf.tensor x_test: input tensor of the test dataset, used to evaluate accuracy
:param tf.tensor y_test: output tensor of the test dataset, used to evaluate accuracy
:return: object: a function that has the signature of loss_value, gradients = f(model_parameters)
"""
# obtain the shapes of all trainable parameters in the model
shapes = tf.shape_n(model.trainable_variables)
n_tensors = len(shapes)
# we'll use tf.dynamic_stitch and tf.dynamic_partition later, so we need to
# prepare required information first
count = 0
idx = [] # stitch indices
part = [] # partition indices
for i, shape in enumerate(shapes):
n = numpy.product(shape)
idx.append(tf.reshape(tf.range(count, count + n, dtype=tf.int32), shape))
part.extend([i] * n)
count += n
part = tf.constant(part)
@tf.function
def assign_new_model_parameters(weights):
"""
Updates the model's weights
:param tf.Tensor weights: representing the model's weights
"""
weights = tf.cast(weights, tf.float64)
params = tf.dynamic_partition(weights, part, n_tensors)
for i, (shape, param) in enumerate(zip(shapes, params)):
model.trainable_variables[i].assign(tf.reshape(param, shape))
@tf.function
def train_step(weights):
# use GradientTape so that we can calculate the gradient of loss w.r.t. parameters
with tf.GradientTape() as tape:
# update the parameters in the model
assign_new_model_parameters(weights)
# calculate the loss
loss_value = loss_fcn(y, model(x, training=True))
# calculate gradients and convert to 1D tf.Tensor
grads = tape.gradient(loss_value, model.trainable_variables)
grads = tf.dynamic_stitch(idx, grads)
return loss_value, grads
def f(weights):
"""
Function that can be used in the L-BFGS implementation.
This function is created by function_factory.
:param tf.Tensor weights: representing the model's weights
:return: tf.Tensor loss_value: current loss value, tf.Tensor grads: gradients w.r.t. the weights
"""
loss_value, grads = train_step(weights)
# print out iteration & loss
f.iter += 1
callback_fcn(f.iter, loss_value, epochs, x_test, y_test, val_freq=val_freq, log_freq=log_freq, verbose=verbose)
# store loss value so we can retrieve later
tf.py_function(f.history.append, inp=[loss_value], Tout=[])
return loss_value, grads
# store these information as members so we can use them outside the scope
f.iter = 0
f.idx = idx
f.part = part
f.shapes = shapes
f.assign_new_model_parameters = assign_new_model_parameters
f.history = []
return f
class LBFGS:
"""
Class used to represent the L-BFGS optimizer.
"""
def minimize(self, model, loss_fcn, x, y, callback_fcn, epochs=2000, learning_rate=1.,
x_test=None, y_test=None, val_freq=1000, log_freq=1000, verbose=1):
"""
Performs the Neural Network training with the L-BFGS implementation.
:param tf.keras.Model model: an instance of `tf.keras.Model` or its subclasses
:param object loss_fcn: a function with signature loss_value = loss(y_pred, y_true)
:param tf.tensor x: input tensor of the training dataset
:param tf.tensor y: output tensor of the training dataset
:param object callback_fcn: callback function, which is called after each epoch
:param int epochs: number of epochs
:param tf.tensor x_test: input tensor of the test dataset, used to evaluate accuracy
:param tf.tensor y_test: output tensor of the test dataset, used to evaluate accuracy
"""
func = function_factory(model, loss_fcn, x, y, callback_fcn, epochs, x_test=x_test, y_test=y_test,
val_freq=val_freq, log_freq=log_freq, verbose=verbose)
# convert initial model parameters to a 1D tf.Tensor
init_params = tf.dynamic_stitch(func.idx, model.trainable_variables)
nt_epochs = epochs
nt_config = Struct()
nt_config.learningRate = learning_rate
nt_config.maxIter = nt_epochs
nt_config.nCorrection = 50
nt_config.tolFun = 1.0 * np.finfo(float).eps
lbfgs(func, init_params, nt_config, Struct(), True, lambda x, y, z: None)
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GZP_GTO_QGIS/INSTALLATION/GeoTaskOrganizer/gto_remote.py | msgis/swwat-gzp-template | 3 | 192897 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from builtins import str
from PyQt5.QtCore import Qt,QObject,QFileSystemWatcher
#from PyQt5.QtGui import *
import os
import json
import io
from qgis.core import QgsProject,QgsFeatureRequest
from .gto_info import gtoInfo
class gtoRemote(QObject):
def __init__(self, gtomain, parent = None):
try:
super(gtoRemote, self).__init__(parent)
self.gtomain = gtomain
self.iface = gtomain.iface
self.debug = gtomain.debug
self.info = gtoInfo(self)
self.fs_watcher =None
if 'remote_watch_file' in gtomain.settings:
remote_watch_path = gtomain.settings.get('remote_watch_file',None)
if remote_watch_path is not None and remote_watch_path != "":
remote_watch_path = self.gtomain.helper.getFilePath(remote_watch_path)
self.remote_watch_file = os.path.basename(remote_watch_path)
self.remote_watch_dir = os.path.dirname(remote_watch_path)
if self.debug: self.info.log("Watching:",self.remote_watch_dir)
if not os.path.exists(self.remote_watch_dir):
os.makedirs(self.remote_watch_dir)
if self.debug: self.info.log("Created:",self.remote_watch_dir)
self.paths = [self.remote_watch_dir]
self.fs_watcher = QFileSystemWatcher(self.paths)
#if file already exists
self.directory_changed(self.paths[0])
self.fs_watcher.directoryChanged.connect(self.directory_changed)
self.fs_watcher.fileChanged.connect(self.file_changed)
except Exception as e:
self.info.err(e)
def unload(self):
try:
if self.fs_watcher is not None:
self.fs_watcher.directoryChanged.disconnect()
self.fs_watcher.fileChanged.disconnect()
self.fs_watcher = None
except Exception as e:
self.info.err(e)
def directory_changed(self,path):
try:
if self.debug: self.info.log('Directory Changed: %s' % path)
for f in os.listdir(path):
#self.info.log(os.listdir(path))
#if (self.debug and f.lower().endswith(".json")) or f.lower() == self.remote_watch_file.lower():
if f.lower() == self.remote_watch_file.lower():
if self.debug: self.info.log("Execute",f.lower())
self.fs_watcher.blockSignals(True)
self.excuteCommand(path,f)
self.fs_watcher.blockSignals(False)
except Exception as e:
self.info.err(e)
def file_changed(self,path):
try:
if self.debug: self.info.log('File Changed: %s' % path)
except Exception as e:
self.info.err(e)
def excuteCommand(self,path,f):
try:
if self.debug: self.info.log('excute command')
filename = path + '/' + f
#time.sleep(0.5)
f = io.open(filename, encoding='utf-8')
jdata = json.load(f)
f.close()
res = True
for cmd in jdata['commands']:
if self.debug: self.info.log(cmd)
method = getattr(self, cmd['ecommand'])
res = res and (method(self.gtomain, self.debug, **cmd['config']))
if self.debug: self.info.log('result:', res)
if res:
os.remove(filename)
except Exception as e:
self.info.err(e)
def writeRemoteFile(self,jdata,prefix = ''):
try:
if self.debug: self.info.log('writeRemoteFile:', 'data:', jdata)
remotefile = self.gtomain.settings['remote_file']
remotefile = self.gtomain.helper.getFilePath(remotefile, True)
remotefile = '%s%s' % (remotefile,prefix)
if self.debug: self.info.log("remotefile",remotefile)
# write the file
# from io import StringIO
# io = StringIO()
# json.dump(jdata,io,ensure_ascii=False, sort_keys=True,indent=4)
# io.close()
with open(remotefile, 'w',encoding='utf8') as outfile:
sort =True
#simplejson.dump(jdata, outfile,ensure_ascii=False, sort_keys=sort,indent=4)#,encoding='utf8')#.encode('utf8')
json.dump(jdata, outfile, ensure_ascii=False, sort_keys=sort, indent=4) # ,encoding='utf8')#.encode('utf8')
# import pickle
# with open(remotefile, 'wb') as f:
# pickle.dump(jdata,f)
#activate/start remote app
if self.debug: self.info.log('writeRemoteFile:', 'settings:', self.gtomain.settings)
remote_app_file = self.gtomain.settings['remote_app_file']
remote_app_title = self.gtomain.settings['remote_app_title']
if os.name == 'nt':
try:
from .gto_windows import ActivateApp
ActivateApp(self.gtomain, self.debug, remote_app_title, remote_app_file)
except Exception as e:
self.info.err(e)
else:
os.startfile(remote_app_file)
except Exception as e:
self.info.err(e)
def getLayerByName(self,layername):
try:
layers = QgsProject.instance().mapLayersByName(layername)
if layers:
return layers[0]# duplicte names => take the first
else:
return None
except Exception as e:
self.info.err(e)
def getFeatures(self, gtoobj, debug, **kwargs):
try:
if self.debug: self.info.log('getFeatures:', 'parameters:', kwargs)
layername = kwargs['objectclass']
layer = self.getLayerByName(layername)
request = QgsFeatureRequest()
if 'whereclause' in kwargs:
whereclause = kwargs['whereclause']
request.setFilterExpression(whereclause)
elif 'attribute' in kwargs:
attribute = kwargs['attribute']
values = kwargs['data']
expr_in = ''
for v in values:
expr_in = expr_in + '%s ,' % str(v)
expr_in = expr_in[:-1]
expr = '"' + attribute + '" IN (%s)' % expr_in
if self.debug: self.info.log("expr: %s" % expr)
request.setFilterExpression(expr)
features = layer.getFeatures(request)
ids = [f.id() for f in features]
if self.debug: self.info.log("res from request ids:",layer, ids)
return layer, ids
except Exception as e:
gtoobj.info.err(e)
def ZOOMTOFEATURESET(self,gtoobj,debug,**kwargs):
try:
scale = kwargs.get('scale',0)
iface = gtoobj.iface
layer, ids = self.getFeatures(gtoobj,debug,**kwargs)
iface.setActiveLayer(layer)
prj = QgsProject.instance()
prj.layerTreeRoot().findLayer(layer.id()).setItemVisibilityCheckedParentRecursive(True)
#legend.setCurrentLayer(layer)
#legend.setLayerVisible(layer, True)
layer.selectByIds(ids)
iface.mapCanvas().zoomToSelected()
if scale > 0:
iface.mapCanvas().zoomScale(scale)
return True
except Exception as e:
gtoobj.info.err(e)
def SETSELECTSET(self,gtoobj,debug,**kwargs):
try:
iface = gtoobj.iface
layer, ids = self.getFeatures(gtoobj,debug,**kwargs)
layer.removeSelection()
layer.selectByIds(ids)
self.iface.mapCanvas().refresh()
return True
except Exception as e:
gtoobj.info.err(e)
def GETCOORDINATE(self,gtoobj,debug,**kwargs):
try:
objclass = kwargs['objectclass']
id = kwargs['id']
esubcommand = kwargs['esubcommand']
iface = gtoobj.iface
from qgis.gui import QgsMapToolEmitPoint
# create tool
prevTool = iface.mapCanvas().mapTool()
curTool = QgsMapToolEmitPoint(iface.mapCanvas())
def on_click(coordinate, clickedMouseButton):
if debug: gtoobj.info.log("Coordinate:", coordinate)
if clickedMouseButton == Qt.LeftButton:
if esubcommand == 'GETCOORDINATE_ID':
#jdata = {"commands": [{"ecommand": "SETCOORDINATE", "config": {"esubcommand": "SETCOORDINATE_ID","objectclass": objclass.encode('utf8'),"id":id, "x": round( coordinate.x(),3),"y":round(coordinate.y(),3)}}]}
jdata = {"commands": [{"ecommand": "SETCOORDINATE",
"config": {"esubcommand": "SETCOORDINATE_ID",
"objectclass": objclass, "id": id,
"x": round(coordinate.x(), 3),
"y": round(coordinate.y(), 3)}}]}
self.writeRemoteFile(jdata)
if debug: self.info.log("Set prev tool:", prevTool.toolName())
if prevTool is curTool:
iface.mapCanvas().setMapTool(None)
else:
iface.mapCanvas().setMapTool(prevTool)
else:
if debug: self.info.log('Unknown esubcommand:',esubcommand)
def tool_changed(tool): # another tool was activated
iface.mapCanvas().mapToolSet.disconnect(tool_changed)
#curTool.deleteLater()
curTool.canvasClicked.connect(on_click)
iface.mapCanvas().setMapTool(curTool)
iface.mapCanvas().mapToolSet.connect(tool_changed)
return True
except Exception as e:
gtoobj.info.err(e)
def getSelectedFeatures(self,gtoobj, debug, layer,attribute):
try:
data = []
for f in layer.selectedFeatures():
val = f[attribute]
try:
if int(val) == val: val = int(val)
except:
pass
data.append("%s" % str(val))
return data
except Exception as e:
gtoobj.info.err(e) | [
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21960,
2141,
2502,
290,
17185,
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7052,
29897,
13,
9651,
736,
5852,
13,
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5174,
8960,
408,
321,
29901,
13,
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330,
517,
5415,
29889,
3888,
29889,
3127,
29898,
29872,
29897,
13,
13,
1678,
822,
11368,
6404,
10490,
29898,
1311,
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29887,
517,
5415,
29892,
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29892,
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1125,
13,
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13,
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330,
517,
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361,
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13,
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7546,
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353,
1583,
29889,
657,
8263,
3698,
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517,
5415,
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1068,
19290,
29897,
13,
9651,
7546,
29889,
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580,
13,
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2622,
4499,
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4841,
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13,
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361,
815,
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13,
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13,
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333,
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13,
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831,
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6519,
353,
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267,
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13,
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565,
815,
353,
330,
517,
5415,
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361,
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13,
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515,
3855,
29887,
275,
29889,
23569,
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660,
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3388,
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29923,
2415,
5228,
13,
13,
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396,
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5780,
13,
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353,
565,
815,
29889,
1958,
21960,
2141,
1958,
12229,
580,
13,
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3151,
12229,
353,
660,
3174,
3388,
12229,
29923,
2415,
5228,
29898,
361,
815,
29889,
1958,
21960,
3101,
13,
13,
9651,
822,
373,
29918,
3808,
29898,
29302,
29892,
11484,
14346,
3125,
1125,
13,
18884,
565,
4744,
29901,
330,
517,
5415,
29889,
3888,
29889,
1188,
703,
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16065,
29901,
613,
14821,
29897,
13,
18884,
565,
11484,
14346,
3125,
1275,
14705,
29889,
8091,
3125,
29901,
13,
462,
1678,
565,
831,
431,
6519,
1275,
525,
7194,
3217,
25593,
1177,
3040,
29918,
1367,
2396,
13,
462,
4706,
396,
29926,
1272,
353,
8853,
26381,
1115,
518,
6377,
29872,
6519,
1115,
376,
10490,
3217,
25593,
1177,
3040,
613,
376,
2917,
1115,
8853,
267,
431,
6519,
1115,
376,
10490,
3217,
25593,
1177,
3040,
29918,
1367,
3284,
3318,
1990,
1115,
5446,
1990,
29889,
12508,
877,
9420,
29947,
5477,
29908,
333,
1115,
333,
29892,
376,
29916,
1115,
4513,
29898,
14821,
29889,
29916,
3285,
29941,
511,
29908,
29891,
1115,
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29302,
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29891,
3285,
29941,
21345,
12258,
13,
462,
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432,
1272,
353,
8853,
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1115,
518,
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29872,
6519,
1115,
376,
10490,
3217,
25593,
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3040,
613,
13,
462,
462,
1669,
376,
2917,
1115,
8853,
267,
431,
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376,
10490,
3217,
25593,
1177,
3040,
29918,
1367,
613,
13,
462,
462,
462,
3986,
376,
3318,
1990,
1115,
5446,
1990,
29892,
376,
333,
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1178,
29892,
13,
462,
462,
462,
3986,
376,
29916,
1115,
4513,
29898,
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29916,
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29941,
511,
13,
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462,
462,
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29891,
3285,
29871,
29941,
21345,
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3539,
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29926,
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565,
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338,
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29901,
13,
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565,
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3388,
12229,
29898,
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13,
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13,
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565,
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3388,
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12229,
29897,
13,
462,
1678,
1683,
29901,
13,
462,
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565,
4744,
29901,
1583,
29889,
3888,
29889,
1188,
877,
14148,
831,
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6519,
29901,
742,
267,
431,
6519,
29897,
13,
13,
9651,
822,
5780,
29918,
15033,
29898,
10154,
1125,
29871,
396,
1790,
5780,
471,
5039,
630,
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12229,
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29918,
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580,
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13,
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3151,
12229,
29889,
15257,
4164,
287,
29889,
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29898,
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29918,
3808,
29897,
13,
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565,
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13,
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2697,
29889,
6915,
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10154,
29918,
15033,
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13,
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8960,
408,
321,
29901,
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330,
517,
5415,
29889,
3888,
29889,
3127,
29898,
29872,
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13,
13,
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822,
679,
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8263,
3698,
29898,
1311,
29892,
29887,
517,
5415,
29892,
4744,
29892,
7546,
29892,
12715,
1125,
13,
4706,
1018,
29901,
13,
9651,
848,
353,
5159,
13,
9651,
363,
285,
297,
7546,
29889,
8391,
8263,
3698,
7295,
13,
18884,
659,
353,
285,
29961,
12715,
29962,
13,
18884,
1018,
29901,
13,
462,
1678,
565,
938,
29898,
791,
29897,
1275,
659,
29901,
659,
353,
938,
29898,
791,
29897,
13,
18884,
5174,
29901,
13,
462,
1678,
1209,
13,
18884,
848,
29889,
4397,
11702,
29879,
29908,
1273,
851,
29898,
791,
876,
13,
9651,
736,
848,
13,
4706,
5174,
8960,
408,
321,
29901,
13,
9651,
330,
517,
5415,
29889,
3888,
29889,
3127,
29898,
29872,
29897,
2
] |
pyslab/core/locations.py | benhorsburgh/pyslab | 0 | 46816 | from typing import List
from .types import Cell
def box_id(cell: Cell) -> int:
return (cell.row // 3) * 3 + (cell.column // 3)
def row_house_ids() -> List[int]:
return list(range(9))
def column_house_ids() -> List[int]:
return list(range(10, 18))
def box_house_ids() -> List[int]:
return list(range(19, 27))
| [
1,
515,
19229,
1053,
2391,
13,
13,
3166,
869,
8768,
1053,
19413,
13,
13,
13,
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3800,
29918,
333,
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3729,
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13,
13,
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580,
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2391,
29961,
524,
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13,
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736,
1051,
29898,
3881,
29898,
29896,
29929,
29892,
29871,
29906,
29955,
876,
13,
2
] |
tests/test_base.py | mrtovsky/estimium | 1 | 186097 | <reponame>mrtovsky/estimium<filename>tests/test_base.py
import logging
from typing import Optional
from estimium.base import ClassLogger
class DummyClass(ClassLogger):
"""Dummy class for testing inheritance from ClassLogger."""
def __init__(self, logger: Optional[logging.Logger] = None):
super().__init__(logger=logger)
self.logger.info("Initializing DummyClass")
def run(self):
self.logger.debug("Entering `run` method")
def test_class_logging_with_getting_logger(caplog):
logger = logging.getLogger(__name__)
logger.setLevel(logging.DEBUG)
dummy = DummyClass()
dummy.run()
assert caplog.record_tuples == [
(
"{}.{}".format(__name__, DummyClass.__name__),
logging.INFO,
"Initializing DummyClass",
),
(
"{}.{}".format(__name__, DummyClass.__name__),
logging.DEBUG,
"Entering `run` method",
),
]
def test_class_logging_with_specifying_logger(caplog):
logger = logging.getLogger("foo")
logger.setLevel(logging.DEBUG)
dummy = DummyClass(logger=logger)
dummy.run()
assert caplog.record_tuples == [
(
"foo.{}".format(DummyClass.__name__),
logging.INFO,
"Initializing DummyClass",
),
(
"foo.{}".format(DummyClass.__name__),
logging.DEBUG,
"Entering `run` method",
),
]
| [
1,
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13,
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13,
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360,
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13,
13,
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4974,
2117,
1188,
29889,
11651,
29918,
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2701,
1275,
518,
13,
4706,
313,
13,
9651,
29850,
1836,
8875,
1642,
4830,
22168,
978,
1649,
29892,
360,
11770,
2385,
17255,
978,
1649,
511,
13,
9651,
12183,
29889,
11690,
29892,
13,
9651,
376,
15514,
5281,
360,
11770,
2385,
613,
13,
4706,
10353,
13,
4706,
313,
13,
9651,
29850,
1836,
8875,
1642,
4830,
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978,
1649,
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360,
11770,
2385,
17255,
978,
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511,
13,
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29889,
18525,
29892,
13,
9651,
376,
10399,
292,
421,
3389,
29952,
1158,
613,
13,
4706,
10353,
13,
1678,
4514,
13,
13,
13,
1753,
1243,
29918,
1990,
29918,
21027,
29918,
2541,
29918,
6550,
9215,
29918,
21707,
29898,
5030,
1188,
1125,
13,
1678,
17927,
353,
12183,
29889,
657,
16363,
703,
5431,
1159,
13,
1678,
17927,
29889,
842,
10108,
29898,
21027,
29889,
18525,
29897,
13,
13,
1678,
20254,
353,
360,
11770,
2385,
29898,
21707,
29922,
21707,
29897,
13,
1678,
20254,
29889,
3389,
580,
13,
13,
1678,
4974,
2117,
1188,
29889,
11651,
29918,
9161,
2701,
1275,
518,
13,
4706,
313,
13,
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376,
5431,
29889,
8875,
1642,
4830,
29898,
29928,
11770,
2385,
17255,
978,
1649,
511,
13,
9651,
12183,
29889,
11690,
29892,
13,
9651,
376,
15514,
5281,
360,
11770,
2385,
613,
13,
4706,
10353,
13,
4706,
313,
13,
9651,
376,
5431,
29889,
8875,
1642,
4830,
29898,
29928,
11770,
2385,
17255,
978,
1649,
511,
13,
9651,
12183,
29889,
18525,
29892,
13,
9651,
376,
10399,
292,
421,
3389,
29952,
1158,
613,
13,
4706,
10353,
13,
1678,
4514,
13,
2
] |
exercicio3.py | cecilialourenco/Exercicios | 0 | 57129 | '''Faça um programa que leia 4 notas, mostre as notas e a média na tela.'''
notas = []
nota1 = float(input('Digite a primeira nota: '))
notas.append(nota1)
nota2 = float(input('Digite a segunda nota: '))
notas.append(nota2)
nota3 = float(input('Digite a terceira nota: '))
notas.append(nota3)
nota4 = float(input('Digite a quarta nota: '))
notas.append(nota4)
print(notas)
media = float(input('A média é: {}'. format(sum(notas)/len(notas))))
| [
1,
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2
] |
environment/__init__.py | JannerM/spatial-reasoning | 54 | 174967 | import library, figure_library
from MDP import *
from ValueIteration import ValueIteration
from SpriteFigure import SpriteFigure | [
1,
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