def _parse_canonical_int64(doc):
"""Decode a JSON int64 to bson.int64.Int64."""
l_str = doc['$numberLong']
if len(doc) != 1:
raise TypeError('Bad $numberLong, extra field(s): %s' % (doc, ))
return Int64(l_str)
def test_weighted_4():
data = Int64(8)
assert Weighted(data) == (2, data)
return doc
_CANONICAL_JSON_TABLE = {
frozenset(['$oid']):
lambda d, _: ObjectId(d['$oid']),
frozenset(['$numberDecimal']):
lambda d, _: Decimal128(d['$numberDecimal']),
frozenset(['$symbol']):
lambda d, _: text_type(d['$symbol']),
frozenset(['$numberInt']):
lambda d, _: int(d['$numberInt']),
frozenset(['$numberDouble']):
lambda d, _: float(d['$numberDouble']),
frozenset(['$numberLong']):
lambda d, _: Int64(d['$numberLong']),
frozenset(['$date']):
_get_date,
frozenset(['$minKey']):
lambda dummy0, dummy1: MinKey(),
frozenset(['$maxKey']):
lambda dummy0, dummy1: MaxKey(),
frozenset(['$undefined']):
lambda dummy0, dummy1: None,
frozenset(['$dbPointer']):
_get_dbpointer,
frozenset(['$ref', '$id']):
lambda d, _: DBRef(d.pop('$ref'), d.pop('$id'), **d),
frozenset(['$ref', '$id', '$db']):
lambda d, _: DBRef(d.pop('$ref'), d.pop('$id'), d.pop('$db'), **d),
frozenset(['$regex', '$options']):
def convert_timestamp(value: str) -> Int64:
try:
return Int64(value)
except:
pass
def main():
#Attivazione del Server Mongo
print("Attivazione Server....")
server = MockupDB(port='27017')
server.run()
print("Server Mongo in esecuzione all'indirizzo "+str(server.address))
#Aggiunta
LOG_FILENAME = 'log_file.out'
logging.basicConfig(filename=LOG_FILENAME, level=logging.DEBUG)
logging.debug('File di Log per Mockup Mongo')
print("----------------Inizializzazione------------------------------")
getlast=0
ismaster=0
buildinfo=0
saslStart=0
saslContinue = 0
folder = "/MockupFolder/Config"
for conf in os.listdir(folder):
if getlast == 0 and "getlasterror" in str(conf):
getlast = getlast + 1
with open(str(folder)+'/'+str(conf)) as file_data:
data = json.load(file_data)
#getlasterror_reply = OpReply(data["reply_data"])
opmsgreply_getlasterror = mockupdb.make_op_msg_reply(data["reply_data"])
server.autoresponds('getlasterror', opmsgreply_getlasterror)
if ismaster == 0 and "ismaster" in str(conf):
ismaster = ismaster + 1
with open(str(folder)+'/'+str(conf)) as file_data:
data = json.load(file_data)
#ismaster_reply = OpReply(data["reply_data"])
opmsgreply_ismaster = mockupdb.make_op_msg_reply(data["reply_data"]["sections"][0]["payload"])
server.autoresponds('ismaster', opmsgreply_ismaster)
if buildinfo == 0 and (("buildInfo" in str(conf)) or ("buildinfo" in str(conf))):
buildinfo = buildinfo + 1
with open(str(folder)+'/'+str(conf)) as file_data:
data = json.load(file_data)
#buildinfo_reply = OpReply(data["reply_data"])
opmsgreply_buildinfo = mockupdb.make_op_msg_reply(data["reply_data"])
server.autoresponds('buildInfo', opmsgreply_buildinfo)
server.autoresponds('buildinfo', opmsgreply_buildinfo)
if saslStart == 0 and "saslStart" in str(conf):
saslStart = saslStart + 1
with open(str(folder)+'/'+str(conf)) as file_data:
data = json.load(file_data)
bin_data = "cj07JVxUUDM8TXVvd08hZXE9cWondHBSZElpSmZOb21mOHluUitjMmR0Y0x3RGtYSE5pWjVXWU9SZSxzPVBzdEJqdWpXQjZEdkR6Kzk2LysxR0E9PSxpPTEwMDAw".encode("ascii")
#data["reply_data"]["payload"] = int(text_to_bits(bin_data))
data["reply_data"]["payload"] = base64.decodebytes(bin_data)
saslStart_reply = OpReply(data["reply_data"])
server.autoresponds('saslStart', saslStart_reply)
if saslContinue == 0 and "saslContinue" in str(conf):
saslContinue = saslContinue + 1
with open(str(folder)+'/'+str(conf)) as file_data:
data = json.load(file_data)
if str(data["reply_data"]["done"]) == "false":
bin_data = ''.encode("ascii")
else:
bin_data = "dj0zb1A2enh5anBXSW5xc25nWllzN2lYZWJ3S289".encode("ascii")
#data["reply_data"]["payload"] = int(text_to_bits(bin_data))
data["reply_data"]["payload"] = base64.decodebytes(bin_data)
saslContinue_reply = OpReply(data["reply_data"])
server.autoresponds('saslContinue', saslContinue_reply)
if getlast == 1 and ismaster == 1 and buildinfo == 1 and saslContinue == 1 and saslStart == 1:
break
if(ismaster == 0):
print("ismaster automatico")
opmsgreply = mockupdb.make_op_msg_reply(OrderedDict([('maxWireVersion', 6), ('minWireVersion', 0), ('ok', 1.0)]))
server.autoresponds('ismaster',opmsgreply)
if (buildinfo == 0):
print("buildinfo automatico")
server.autoresponds('buildInfo')
server.autoresponds('buildinfo')
if (getlast == 0):
print("getlasterror automatico")
server.autoresponds('getlasterror')
if (saslStart == 0):
print("saslstart automatico")
server.autoresponds('saslStart')
if (saslContinue == 0):
print("saslcontinue automatico")
server.autoresponds('saslContinue')
server.autoresponds('ping')
#Nella fase di inizializzazione è possibile che vengano mandati anche dei comandi come la find, la delete e la insert
#Non vengono mandate sempre nello stesso ordine quindi le salvo prima in una struttura dati
#Ogni volta che mi arriva uno di questi comandi rispondo con le risposte salvate nella struttura dati
#Ovviamente le risposte vengono lette dagli eventuali file di report salvati nell'apposita carte CMDs di MockupFolder
find_list = []
insert_list = []
delete_list = []
folder = "/MockupFolder/CMDs"
for command in os.listdir(folder):
if "find" in str(command):
with open(str(folder)+'/'+str(command)) as file_data:
data = json.load(file_data)
data["reply_data"]["cursor"]["id"] = Int64(0)
find_list.append(mockupdb.make_op_msg_reply(data["reply_data"]))
if "insert" in str(command):
with open(str(folder)+'/'+str(command)) as file_data:
data = json.load(file_data)
insert_list.append(mockupdb.make_op_msg_reply(data["reply_data"]))
if "delete" in str(command):
with open(str(folder)+'/'+str(command)) as file_data:
data = json.load(file_data)
delete_list.append(mockupdb.make_op_msg_reply(data["reply_data"]))
count_find = 0
count_insert = 0
count_delete = 0
while not (count_delete == len(delete_list) and count_find == len(find_list) and count_insert == len(insert_list)):
cmd = server.receives(timeout=3000)
if str(cmd.command_name) == "find":
cmd.replies(find_list[count_find])
count_find = count_find + 1
else:
if str(cmd.command_name) == "insert":
cmd.replies(insert_list[count_insert])
count_insert = count_insert + 1
else:
if str(cmd.command_name) == "delete":
cmd.replies(delete_list[count_delete])
count_delete = count_delete + 1
else:
general_reply = mockupdb.make_op_msg_reply(OrderedDict([('n', 1), ('ok', 1.0)]))
cmd.replies(general_reply)
print("----------------Inizializzazione Terminata------------------------------")
print("in attesa di comando----MODIFICA 2.0")
cmd = server.receives(timeout=100000)
print("ricevuto: " + str(cmd))
while True:
# Adesso ricevo richieste dall'applicazione, controllo che siano corrette e invio risposte
# while not os.path.exists('ActualFileTest.txt'):
# cmd.command_err(errmsg='unrecognized request')
# print("in attesa di comando")
# cmd = server.receives(timeout=100000)
file = open('ActualFileTest.txt', 'r')
folder_name = file.read()
folder_name = folder_name.strip('\n')
print(folder_name)
folder_name2 = folder_name
file.close()
num_test=int(re.search(r'\d+', folder_name2).group())
print("-----------------TEST " + str(num_test) + "----------------------")
#os.remove("ActualFileTest.txt")
print(folder_name)
folder = str(folder_name)+"CMDs"
controllo = False
for command in sorted(os.listdir(folder), key=numericalSort):
#Controllo che il contenuto della richiesta sia corretto
controllo = True
with open(str(folder)+'/'+str(command)) as file_data:
print("-------------------"+str(command))
data = json.load(file_data)
print("stampo campo command name: " + str(cmd.command_name))
#Nel file di report (nel caso di op_msg della versione aggiornata di mogno) è presente il campo sections
#che può avere più elementi al suo interno contenenti i vari campi da testare
len_str = len(data["request_data"]["sections"])
if 'sections' in data["request_data"]:
string_report = ''
for i in range(0,len_str):
payload = str(data["request_data"]["sections"][i]["payload"])
#Se non è il primo json allora devo togliere la parentesi di inizio per la stringa
#con un solo json
if i > 0:
payload = payload[1:]
#Se non è l'ultimo json devo sostituire l'ultima parentesi con una virgola per separarlo dal successivo
if i < (len_str-1):
payload = payload[:-1]+","
string_report = string_report + payload
string_report = string_report.replace("'", '"')
string_report = string_report.replace("True", "true")
string_report = string_report.replace("False", "false")
data_report = json.loads(string_report)
else:
data_report = data["request_data"]
len_str = len(data["reply_data"]["sections"])
if 'sections' in data["reply_data"]:
string_reply = ''
for i in range(0, len_str):
payload = str(data["reply_data"]["sections"][i]["payload"])
# Se non è il primo json allora devo togliere la parentesi di inizio per la stringa
# con un solo json
if i > 0:
payload = payload[1:]
# Se non è l'ultimo json devo sostituire l'ultima parentesi con una virgola per separarlo dal successivo
if i < (len_str - 1):
payload = payload[:-1] + ","
string_reply = string_reply + payload
string_reply = string_reply.replace("True", "true")
string_reply = string_reply.replace("False", "false")
string_reply = string_reply.replace("'", '"')
data_reply = json.loads(string_reply)
else:
data_reply = data["reply_data"]
#------------da qua confronto richiesta-------------
request = json.loads(str(cmd))
print("Controllo correttezza richiesta...")
print("da file ho letto:" + str(data_report))
print("da comando ricevuto:" + str(request))
dispatcher = {'update': cmd_update, 'insert':cmd_insert, 'delete':cmd_delete, 'find':cmd_find, 'count': cmd_count}
ris = dispatcher[cmd.command_name](data_report,request)
print(ris)
# Aggiunta
try:
logging.debug("-----------------TEST " + str(num_test) + "----------------------")
assert ris == True
logging.debug('Success!')
print("Success!")
print("considero ------> " + str(data_reply))
# Se il confronto è andato a buon fine preparo la risposta
if cmd.command_name == "find" and 'cursor' in data_reply and 'id' in data_reply["cursor"] \
and '$numberLong' in data_reply["cursor"]["id"]:
number_long = data_reply["cursor"]["id"]["$numberLong"]
data_reply["cursor"]["id"] = Int64(number_long)
if 'cursor' in data_reply and 'firstBatch' in data_reply["cursor"]:
len_firstbastch = len(data_reply["cursor"]["firstBatch"])
for i in range(0, len_firstbastch):
if 'lastSeen' in data_reply["cursor"]["firstBatch"][i] and "$date" in \
data_reply["cursor"]["firstBatch"][i]["lastSeen"]:
data = json.loads(
str(data_reply["cursor"]["firstBatch"][i]["lastSeen"]).replace("'", '"'))
d = dateutil.parser.parse(data["$date"])
data_reply["cursor"]["firstBatch"][i]["lastSeen"] = d
if '_id' in data_reply["cursor"]["firstBatch"][i] and "date" in \
data_reply["cursor"]["firstBatch"][i]["_id"] and "$date" in \
data_reply["cursor"]["firstBatch"][i]["_id"]["date"]:
data = json.loads(
str(data_reply["cursor"]["firstBatch"][i]["_id"]["date"]).replace("'", '"'))
d = dateutil.parser.parse(data["$date"])
data_reply["cursor"]["firstBatch"][i]["_id"]["date"] = d
if 'scheduledNotifications' in data_reply["cursor"]["firstBatch"][i] \
and 'REMIND' in data_reply["cursor"]["firstBatch"][i]["scheduledNotifications"] \
and 'lastNotified' in \
data_reply["cursor"]["firstBatch"][i]["scheduledNotifications"]["REMIND"] \
and "$date" in \
data_reply["cursor"]["firstBatch"][i]["scheduledNotifications"]["REMIND"][
"lastNotified"]:
print("entro per modificare la data")
data = json.loads(str(
data_reply["cursor"]["firstBatch"][i]["scheduledNotifications"]["REMIND"][
"lastNotified"]).replace("'", '"'))
d = dateutil.parser.parse(data["$date"])
data_reply["cursor"]["firstBatch"][i]["scheduledNotifications"]["REMIND"][
"lastNotified"] = d
# Se corretto mando la risposta contentuta nel file di report
response = mockupdb.make_op_msg_reply(data_reply)
cmd.replies(response)
except AssertionError:
logging.exception(str(traceback.print_exc()))
logging.debug("da file ho letto:" + str(data_report))
logging.debug("da comando ho ricevuto:" + str(request))
cmd.command_err(errmsg='unrecognized request')
# Fine Aggiunta
print("in attesa di comando")
cmd = server.receives(timeout=100000)
print("ricevuto: " + str(cmd))
if not controllo:
logging.debug("ERROR: Nessuna risposta al comando")
cmd.command_err(errmsg='unrecognized request')
print("in attesa di comando")
cmd = server.receives(timeout=100000)
print("ricevuto: " + str(cmd))
def edit_schedule(alias, user=None):
schedule = db.schedules.find_one({'alias': alias})
if schedule is None:
flash(error_schedule_not_found, 'warning')
return redirect(url_for('web.home')), 404
if user is None or (ObjectId(user['_id']) != schedule['creator'] and
ObjectId(user['_id']) not in schedule['moderators']):
flash('Нехватает прав на редактирование этого расписания', 'danger')
return redirect(url_for('web.home')), 401
#Редактирование постоянного расписания
if request.method == 'POST':
schedule_id = schedule['_id']
if len(request.form['schedule_name']) < 1:
return jsonify({'result': 'error', 'field': 'schedule_name'}), 400
schedule_name = request.form['schedule_name']
alias = utils.gen_schedule_alias()
if 'alias' in request.form:
alias = request.form['alias']
schedule = db.schedules.find_one({'alias': alias})
if schedule is not None and schedule['_id'] != ObjectId(
schedule_id):
return jsonify({'result': 'error', 'field': 'alias'}), 400
if len(alias) == 0:
alias = utils.gen_schedule_alias()
while db.schedules.find_one({'alias': alias}) is not None:
alias = utils.gen_schedule_alias()
availability = request.form['availability']
if availability not in ['public', 'private']:
return jsonify({'result': 'error', 'field': 'availability'}), 400
first_day = request.form['first_day']
day_schedule = literal_eval(request.form['schedule'])
if len(day_schedule) > 1 and not re.match('\d{2}\.\d{2}\.\d{2}',
first_day):
return jsonify({'result': 'error', 'field': 'first_day'}), 400
db.schedules.update_one({'_id': ObjectId(schedule_id)}, {
'$set': {
'name': schedule_name,
'alias': alias,
'availability': availability,
'first_day': first_day,
'schedule': day_schedule
}
})
return jsonify({'result': 'success'}), 201
# Добавление изменения на определённую дату
if request.method == 'PUT':
if 'change_date' not in request.form:
return jsonify({'result': 'error', 'field': 'change_date'}), 400
if 'lessons' not in request.form:
return jsonify({'result': 'error', 'field': 'lessons'}), 400
if 'override' not in request.form:
return jsonify({'result': 'error'}), 400
change_date_str = request.form['change_date']
if not re.match('\d{2}\.\d{2}\.\d{2}', change_date_str):
return jsonify({'result': 'error', 'field': 'change_date'}), 400
override = request.form['override'] == 'true'
change_date_millis = utils.date_in_millis(request.form['change_date'])
try:
lessons = literal_eval(request.form['lessons'])
except:
return jsonify({'result': 'error', 'field': 'lessons'}), 400
for change in schedule['changes']:
if change[
'change_date_millis'] == change_date_millis and not override:
return jsonify({'result': 'error'}), 409
db.schedules.update_one(
{'_id': ObjectId(schedule['_id'])},
{'$pull': {
'changes': {
'change_date': Int64(change_date_millis)
}
}})
db.schedules.update_one({'_id': ObjectId(schedule['_id'])}, {
'$push': {
'changes': {
'$each': [{
'change_date_millis': Int64(change_date_millis),
'change_date_str': change_date_str,
'lessons': lessons,
}],
'$sort': {
'change_date_millis': 1
}
}
}
})
return jsonify({'result': 'success'}), 201
user = db.users.find_one({'_id': ObjectId(user['_id'])})
return render_template('manage_schedule.html',
title='Редактирование',
user=user,
schedule=schedule)
def object_hook(dct):
if "$oid" in dct:
return ObjectId(str(dct["$oid"]))
if "$ref" in dct:
return DBRef(dct["$ref"], dct["$id"], dct.get("$db", None))
if "$date" in dct:
dtm = dct["$date"]
# mongoexport 2.6 and newer
if isinstance(dtm, string_type):
# Parse offset
if dtm[-1] == 'Z':
dt = dtm[:-1]
offset = 'Z'
elif dtm[-3] == ':':
# (+|-)HH:MM
dt = dtm[:-6]
offset = dtm[-6:]
elif dtm[-5] in ('+', '-'):
# (+|-)HHMM
dt = dtm[:-5]
offset = dtm[-5:]
elif dtm[-3] in ('+', '-'):
# (+|-)HH
dt = dtm[:-3]
offset = dtm[-3:]
else:
dt = dtm
offset = ''
aware = datetime.datetime.strptime(
dt, "%Y-%m-%dT%H:%M:%S.%f").replace(tzinfo=utc)
if not offset or offset == 'Z':
# UTC
return aware
else:
if len(offset) == 6:
hours, minutes = offset[1:].split(':')
secs = (int(hours) * 3600 + int(minutes) * 60)
elif len(offset) == 5:
secs = (int(offset[1:3]) * 3600 + int(offset[3:]) * 60)
elif len(offset) == 3:
secs = int(offset[1:3]) * 3600
if offset[0] == "-":
secs *= -1
return aware - datetime.timedelta(seconds=secs)
# mongoexport 2.6 and newer, time before the epoch (SERVER-15275)
elif isinstance(dtm, collections.Mapping):
secs = float(dtm["$numberLong"]) / 1000.0
# mongoexport before 2.6
else:
secs = float(dtm) / 1000.0
return EPOCH_AWARE + datetime.timedelta(seconds=secs)
if "$regex" in dct:
flags = 0
# PyMongo always adds $options but some other tools may not.
for opt in dct.get("$options", ""):
flags |= _RE_OPT_TABLE.get(opt, 0)
return Regex(dct["$regex"], flags)
if "$minKey" in dct:
return MinKey()
if "$maxKey" in dct:
return MaxKey()
if "$binary" in dct:
if isinstance(dct["$type"], int):
dct["$type"] = "%02x" % dct["$type"]
subtype = int(dct["$type"], 16)
if subtype >= 0xffffff80: # Handle mongoexport values
subtype = int(dct["$type"][6:], 16)
return Binary(base64.b64decode(dct["$binary"].encode()), subtype)
if "$code" in dct:
return Code(dct["$code"], dct.get("$scope"))
if "$uuid" in dct:
return uuid.UUID(dct["$uuid"])
if "$undefined" in dct:
return None
if "$numberLong" in dct:
return Int64(dct["$numberLong"])
if "$timestamp" in dct:
tsp = dct["$timestamp"]
return Timestamp(tsp["t"], tsp["i"])
return dct
def _object_hook(dct):
if 'length' in dct:
dct['length'] = Int64(dct['length'])
return object_hook(dct)
def result(self, query, request_env, mindsdb_env, session):
models = mindsdb_env['mindsdb_native'].get_models()
model_names = [x['name'] for x in models]
table = query['find']
where_data = query.get('filter', {})
print(f'\n\n\nOperating on models: {models}\n\n\n')
if table == 'predictors':
data = [{
'name':
x['name'],
'status':
x['status'],
'accuracy':
str(x['accuracy']) if x['accuracy'] is not None else None,
'predict':
', '.join(x['predict']),
'select_data_query':
'',
'external_datasource':
'',
'training_options':
''
} for x in models]
elif table in model_names:
# prediction
model = mindsdb_env['mindsdb_native'].get_model_data(
name=query['find'])
columns = []
columns += model['columns']
columns += [f'{x}_original' for x in model['predict']]
for col in model['predict']:
if model['data_analysis_v2'][col]['typing'][
'data_type'] == 'Numeric':
columns += [f"{col}_min", f"{col}_max"]
columns += [f"{col}_confidence"]
columns += [f"{col}_explain"]
columns += [
'when_data', 'select_data_query', 'external_datasource'
]
where_data_list = where_data if isinstance(where_data,
list) else [where_data]
for statement in where_data_list:
if isinstance(statement, dict):
for key in statement:
if key not in columns:
columns.append(key)
if 'select_data_query' in where_data:
integrations = mindsdb_env['config']['integrations'].keys()
connection = where_data.get('connection')
if connection is None:
if 'default_mongodb' in integrations:
connection = 'default_mongodb'
else:
for integration in integrations:
if integration.startswith('mongodb_'):
connection = integration
break
if connection is None:
raise Exception(
"Can't find connection from which fetch data")
ds_name = 'temp'
ds, ds_name = mindsdb_env['data_store'].save_datasource(
name=ds_name,
source_type=connection,
source=where_data['select_data_query'])
where_data = mindsdb_env['data_store'].get_data(
ds_name)['data']
mindsdb_env['data_store'].delete_datasource(ds_name)
if 'external_datasource' in where_data:
ds_name = where_data['external_datasource']
if mindsdb_env['data_store'].get_datasource(ds_name) is None:
raise Exception(f"Datasource {ds_name} not exists")
where_data = mindsdb_env['data_store'].get_data(
ds_name)['data']
prediction = mindsdb_env['mindsdb_native'].predict(
name=table, when_data=where_data)
predicted_columns = model['predict']
data = []
keys = [x for x in list(prediction._data.keys()) if x in columns]
min_max_keys = []
for col in predicted_columns:
if model['data_analysis_v2'][col]['typing'][
'data_type'] == 'Numeric':
min_max_keys.append(col)
length = len(prediction._data[predicted_columns[0]])
for i in range(length):
row = {}
explanation = prediction[i].explain()
for key in keys:
row[key] = prediction._data[key][i]
for key in predicted_columns:
row[key + '_confidence'] = explanation[key]['confidence']
row[key + '_explain'] = explanation[key]
for key in min_max_keys:
row[key + '_min'] = min(
explanation[key]['confidence_interval'])
row[key + '_max'] = max(
explanation[key]['confidence_interval'])
data.append(row)
else:
# probably wrong table name. Mongo in this case returns empty data
data = []
if 'projection' in query and len(data) > 0:
true_filter = []
false_filter = []
for key, value in query['projection'].items():
if helpers.is_true(value):
true_filter.append(key)
else:
false_filter.append(key)
keys = list(data[0].keys())
del_id = '_id' in false_filter
if len(true_filter) > 0:
for row in data:
for key in keys:
if key != '_id':
if key not in true_filter:
del row[key]
elif del_id:
del row[key]
else:
for row in data:
for key in false_filter:
if key in row:
del row[key]
db = mindsdb_env['config']['api']['mongodb']['database']
cursor = {
'id': Int64(0),
'ns': f"{db}.$cmd.{query['find']}",
'firstBatch': data
}
return {'cursor': cursor, 'ok': 1}
u"localField": u"superheroes_power_matrix.Name",
u"from": u"characters_stats",
u"foreignField": u"Name",
u"as": u"characters_stats"
}
},
{
u"$unwind": {
u"path": u"$characters_stats"
}
},
{
u"$match": {
u"superheroes_power_matrix.Flight": False,
u"characters_stats.Intelligence": {
u"$gt": Int64(50)
}
}
},
{
u"$sort": SON([ (u"characters_stats.Intelligence", -1) ])
},
{
u"$project": {
u"superheroes_power_matrix.Name": u"$superheroes_power_matrix.Name",
u"characters_stats.Intelligence": u"$characters_stats.Intelligence",
}
}
]
cursor = collection.aggregate(
addresses=[
dict(
street="212 Rue de Tolbiac",
city="Paris",
state="Ile de France",
zip="75013",
)
],
),
),
(MAIN_TWITTER_USER, dict(following=[str(u.id)
for u in TWITTER_USERS])),
(
FullBsonModel(
objectId_=ObjectId("5f6bd0f85cac5a450e8eb9e8"),
long_=Int64(258),
decimal_=Decimal128("256.123457"),
# TODO: document some bytes value might be rejected because of utf8
# encoding: encode in base64 before
binary_=Binary(b"\x48\x49"),
regex_=Regex(r"^.*$"),
),
dict(
objectId_="5f6bd0f85cac5a450e8eb9e8",
long_=258,
decimal_=256.123457,
binary_=b"\x48\x49".decode(),
regex_=r"^.*$",
),
),
),
def _parse_canonical_int64(doc: Any) -> Int64:
"""Decode a JSON int64 to bson.int64.Int64."""
l_str = doc["$numberLong"]
if len(doc) != 1:
raise TypeError("Bad $numberLong, extra field(s): %s" % (doc, ))
return Int64(l_str)
def convert_ip(value: str) -> Int64:
try:
ip = IPv4Address(value)
return Int64(ip)
except:
pass
def transform_python(self, value):
return Int64(value.value)
def __init__(self, flags, cursor_id, number_returned, documents):
self.flags = flags
self.cursor_id = Int64(cursor_id)
self.number_returned = number_returned
self.documents = documents
def check_events(self, test, listener, session_ids):
res = listener.results
if not len(test['expectations']):
return
# Give a nicer message when there are missing or extra events
cmds = decode_raw([event.command for event in res['started']])
self.assertEqual(
len(res['started']), len(test['expectations']), cmds)
for i, expectation in enumerate(test['expectations']):
event_type = next(iter(expectation))
event = res['started'][i]
# The tests substitute 42 for any number other than 0.
if (event.command_name == 'getMore'
and event.command['getMore']):
event.command['getMore'] = Int64(42)
elif event.command_name == 'killCursors':
event.command['cursors'] = [Int64(42)]
elif event.command_name == 'update':
# TODO: remove this once PYTHON-1744 is done.
# Add upsert and multi fields back into expectations.
updates = expectation[event_type]['command']['updates']
for update in updates:
update.setdefault('upsert', False)
update.setdefault('multi', False)
# Replace afterClusterTime: 42 with actual afterClusterTime.
expected_cmd = expectation[event_type]['command']
expected_read_concern = expected_cmd.get('readConcern')
if expected_read_concern is not None:
time = expected_read_concern.get('afterClusterTime')
if time == 42:
actual_time = event.command.get(
'readConcern', {}).get('afterClusterTime')
if actual_time is not None:
expected_read_concern['afterClusterTime'] = actual_time
recovery_token = expected_cmd.get('recoveryToken')
if recovery_token == 42:
expected_cmd['recoveryToken'] = CompareType(dict)
# Replace lsid with a name like "session0" to match test.
if 'lsid' in event.command:
for name, lsid in session_ids.items():
if event.command['lsid'] == lsid:
event.command['lsid'] = name
break
for attr, expected in expectation[event_type].items():
actual = getattr(event, attr)
expected = wrap_types(expected)
if isinstance(expected, dict):
for key, val in expected.items():
if val is None:
if key in actual:
self.fail("Unexpected key [%s] in %r" % (
key, actual))
elif key not in actual:
self.fail("Expected key [%s] in %r" % (
key, actual))
else:
self.assertEqual(val, decode_raw(actual[key]),
"Key [%s] in %s" % (key, actual))
else:
self.assertEqual(actual, expected)
def to_python(self, value):
try:
return Int64(value)
except ValueError:
return value
def _get_int64(data, view, position, dummy0, dummy1, dummy2):
"""Decode a BSON int64 to bson.int64.Int64."""
return Int64(_UNPACK_LONG_FROM(data, position)[0]), position + 8
}
}, {
u"$lookup": {
u"localField": u"characters_stats.non_existing_field",
u"from": u"characters_info",
u"foreignField": u"non_existing_field",
u"as": u"characters_info"
}
}, {
u"$unwind": {
u"path": u"$characters_info"
}
}, {
u"$match": {
u"characters_stats.Speed": {
u"$gt": Int64(40)
},
u"characters_info.HairColor": {
u"$ne": u""
}
}
}, {
u"$group": {
u"_id": {},
u"COUNT(*)": {
u"$sum": 1
}
}
}, {
u"$project": {
u"mayor_cuarenta": u"$COUNT(*)",
def transaction_id(self):
"""Monotonically increasing positive 64-bit integer."""
self._transaction_id += 1
return Int64(self._transaction_id)
def to_foreign(self, obj, name, value): # pylint:disable=unused-argument
return Int64(int(value))
def transaction_id(self):
"""Positive 64-bit integer."""
return Int64(self._transaction_id)
def migrate(self):
bulk = [
UpdateOne(
{"_id": bson.ObjectId("5b6d6819d706360001a0b716")},
{
"$set": {
"name": "Group",
"uuid": UUID("8874518c-effd-41fe-81bf-d67f1519ccf2"),
"description": "Grouping element",
"single_service": False,
"single_client": False,
"allow_children": True,
"bi_id": Int64(3859384814270643576),
}
},
upsert=True,
),
UpdateOne(
{"_id": bson.ObjectId("5b6d6c9fd706360001f5c053")},
{
"$set": {
"name": "Network | Controller",
"uuid": UUID("bcf7ad57-81a4-4da0-8e6d-e429c9e21532"),
"description": "Controller - CPE relation",
"service_model": "sa.ManagedObject",
"client_model": "sa.ManagedObject",
"single_service": False,
"single_client": True,
"allow_children": False,
"bi_id": Int64(2204453448135692504),
}
},
upsert=True,
),
UpdateOne(
{"_id": bson.ObjectId("5b6dbbefd70636000170b980")},
{
"$set": {
"name": "Object Group",
"uuid": UUID("f4c6d51d-d597-4183-918e-23efd748fd12"),
"description": "Arbitrary group of Managed Objects",
"service_model": "sa.ManagedObject",
"single_service": False,
"single_client": False,
"allow_children": False,
"bi_id": Int64(4062440225872880146),
}
},
upsert=True,
),
UpdateOne(
{"_id": bson.ObjectId("5b6d6be1d706360001f5c04e")},
{
"$set": {
"name": "Network | IPoE Termination",
"uuid": UUID("ef42d9fe-d217-4754-b628-a1f71f6159da"),
"description":
"IPoE Temination (access equipment -> BRAS)",
"service_model": "sa.ManagedObject",
"client_model": "sa.ManagedObject",
"single_service": False,
"single_client": False,
"allow_children": False,
"bi_id": Int64(4546441601898809637),
}
},
upsert=True,
),
UpdateOne(
{"_id": bson.ObjectId("5b6d6beed706360001f5c04f")},
{
"$set": {
"name": "Network | PPPoE Termination",
"uuid": UUID("a8ddcd67-d8c4-471d-9a9b-9f4749e09011"),
"description":
"PPPoE Temination (access equipment -> BRAS)",
"service_model": "sa.ManagedObject",
"client_model": "sa.ManagedObject",
"single_service": False,
"single_client": False,
"allow_children": False,
"bi_id": Int64(3384545658468911814),
}
},
upsert=True,
),
UpdateOne(
{"_id": bson.ObjectId("5b6d6c56d706360001f5c052")},
{
"$set": {
"name": "Network | PPTP Termination",
"uuid": UUID("8ce08fc8-a5b1-448d-9c2c-ac1419ad9816"),
"description":
"PPTP Temination (access equipment -> BRAS)",
"service_model": "sa.ManagedObject",
"client_model": "sa.ManagedObject",
"single_service": False,
"single_client": False,
"allow_children": False,
"bi_id": Int64(2085768785416150430),
}
},
upsert=True,
),
UpdateOne(
{"_id": bson.ObjectId("5b6e785ed70636000170b9a6")},
{
"$set": {
"name": "Voice | SIP Termination",
"uuid": UUID("3e15a3ea-f4c1-49a1-a183-d61dd79531c2"),
"description":
"SIP Temination (media gateway -> softswitch)",
"service_model": "sa.ManagedObject",
"client_model": "sa.ManagedObject",
"single_service": False,
"single_client": False,
"allow_children": False,
"bi_id": Int64(4632306658633376591),
}
},
upsert=True,
),
]
self.mongo_db.technologies.bulk_write(bulk)
def _get_int64(data, position, dummy0, dummy1, dummy2):
"""Decode a BSON int64 to bson.int64.Int64."""
end = position + 8
return Int64(_UNPACK_LONG(data[position:end])[0]), end
def object_hook(dct, json_options=DEFAULT_JSON_OPTIONS):
if "$oid" in dct:
return ObjectId(str(dct["$oid"]))
if "$ref" in dct:
return DBRef(dct["$ref"], dct["$id"], dct.get("$db", None))
if "$date" in dct:
dtm = dct["$date"]
# mongoexport 2.6 and newer
if isinstance(dtm, string_type):
# Parse offset
if dtm[-1] == 'Z':
dt = dtm[:-1]
offset = 'Z'
elif dtm[-3] == ':':
# (+|-)HH:MM
dt = dtm[:-6]
offset = dtm[-6:]
elif dtm[-5] in ('+', '-'):
# (+|-)HHMM
dt = dtm[:-5]
offset = dtm[-5:]
elif dtm[-3] in ('+', '-'):
# (+|-)HH
dt = dtm[:-3]
offset = dtm[-3:]
else:
dt = dtm
offset = ''
aware = datetime.datetime.strptime(
dt, "%Y-%m-%dT%H:%M:%S.%f").replace(tzinfo=utc)
if offset and offset != 'Z':
if len(offset) == 6:
hours, minutes = offset[1:].split(':')
secs = (int(hours) * 3600 + int(minutes) * 60)
elif len(offset) == 5:
secs = (int(offset[1:3]) * 3600 + int(offset[3:]) * 60)
elif len(offset) == 3:
secs = int(offset[1:3]) * 3600
if offset[0] == "-":
secs *= -1
aware = aware - datetime.timedelta(seconds=secs)
if json_options.tz_aware:
if json_options.tzinfo:
aware = aware.astimezone(json_options.tzinfo)
return aware
else:
return aware.replace(tzinfo=None)
# mongoexport 2.6 and newer, time before the epoch (SERVER-15275)
elif isinstance(dtm, collections.Mapping):
millis = int(dtm["$numberLong"])
# mongoexport before 2.6
else:
millis = int(dtm)
return bson._millis_to_datetime(millis, json_options)
if "$regex" in dct:
flags = 0
# PyMongo always adds $options but some other tools may not.
for opt in dct.get("$options", ""):
flags |= _RE_OPT_TABLE.get(opt, 0)
return Regex(dct["$regex"], flags)
if "$minKey" in dct:
return MinKey()
if "$maxKey" in dct:
return MaxKey()
if "$binary" in dct:
if isinstance(dct["$type"], int):
dct["$type"] = "%02x" % dct["$type"]
subtype = int(dct["$type"], 16)
if subtype >= 0xffffff80: # Handle mongoexport values
subtype = int(dct["$type"][6:], 16)
data = base64.b64decode(dct["$binary"].encode())
# special handling for UUID
if subtype == OLD_UUID_SUBTYPE:
if json_options.uuid_representation == CSHARP_LEGACY:
return uuid.UUID(bytes_le=data)
if json_options.uuid_representation == JAVA_LEGACY:
data = data[7::-1] + data[:7:-1]
return uuid.UUID(bytes=data)
if subtype == UUID_SUBTYPE:
return uuid.UUID(bytes=data)
return Binary(data, subtype)
if "$code" in dct:
return Code(dct["$code"], dct.get("$scope"))
if "$uuid" in dct:
return uuid.UUID(dct["$uuid"])
if "$undefined" in dct:
return None
if "$numberLong" in dct:
return Int64(dct["$numberLong"])
if "$timestamp" in dct:
tsp = dct["$timestamp"]
return Timestamp(tsp["t"], tsp["i"])
if "$numberDecimal" in dct:
return Decimal128(dct["$numberDecimal"])
return dct