id int64 0 190k | prompt stringlengths 21 13.4M | docstring stringlengths 1 12k ⌀ |
|---|---|---|
27,523 | import json
from typing import Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.snowflake.constants import (
SNOWFLAKE_COLUMN_TYPE_VARIANT,
)
from mage_integratio... | null |
27,524 | import json
from typing import Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.snowflake.constants import (
SNOWFLAKE_COLUMN_TYPE_VARIANT,
)
from mage_integratio... | null |
27,525 | import json
from typing import Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.snowflake.constants import (
SNOWFLAKE_COLUMN_TYPE_VARIANT,
)
from mage_integratio... | null |
27,526 | from datetime import datetime
from mage_integrations.destinations.constants import (
INTERNAL_COLUMN_CREATED_AT,
INTERNAL_COLUMN_UPDATED_AT,
)
import json
import re
import sys
def clean_column_name(column_name, lower_case: bool = True):
if lower_case:
column_name = column_name.lower()
return re... | null |
27,527 | from datetime import datetime
from mage_integrations.destinations.constants import (
INTERNAL_COLUMN_CREATED_AT,
INTERNAL_COLUMN_UPDATED_AT,
)
import json
import re
import sys
def flatten_record(d, parent_key='', sep='__'):
items = []
for k, v in d.items():
new_key = parent_key + sep + k if par... | null |
27,528 | from datetime import datetime
from mage_integrations.destinations.constants import (
INTERNAL_COLUMN_CREATED_AT,
INTERNAL_COLUMN_UPDATED_AT,
)
import json
import re
import sys
def update_record_with_internal_columns(record):
curr_time = datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S.%f')
record[INTERNAL... | null |
27,529 | from datetime import datetime
from mage_integrations.destinations.constants import (
INTERNAL_COLUMN_CREATED_AT,
INTERNAL_COLUMN_UPDATED_AT,
)
import json
import re
import sys
def update_destination_state_bookmarks(
absolute_path_to_destination_state: str,
stream: str,
bookmark_values: dict = {},
)... | null |
27,530 | import json
import os.path
import uuid
from dataclasses import dataclass
from datetime import date, datetime
from decimal import Decimal
from pathlib import Path
from typing import (
TYPE_CHECKING,
Any,
Dict,
Iterable,
Iterator,
List,
Mapping,
Optional,
Tuple,
Union,
)
from delta... | Write to a Delta Lake table (Experimental) If the table does not already exist, it will be created. This function only supports protocol version 1 currently. If an attempting to write to an existing table with a higher min_writer_version, this function will throw DeltaTableProtocolError. Note that this function does NO... |
27,531 | from typing import TYPE_CHECKING, Tuple, Union
import pyarrow as pa
The provided code snippet includes necessary dependencies for implementing the `delta_arrow_schema_from_pandas` function. Write a Python function `def delta_arrow_schema_from_pandas( data: "pd.DataFrame", ) -> Tuple[pa.Table, pa.Schema]` to solve ... | Infers the schema for the delta table from the Pandas DataFrame. Necessary because of issues such as: https://github.com/delta-io/delta-rs/issues/686 :param data: Data to write. :return: A PyArrow Table and the inferred schema for the Delta Table |
27,532 | from dateutil.parser import parse
ELASTIC_DAILY_FORMAT = "%Y.%m.%d"
def to_daily(date) -> str:
return parse(date).date().strftime(ELASTIC_DAILY_FORMAT) | null |
27,533 | from dateutil.parser import parse
ELASTIC_MONTHLY_FORMAT = "%Y.%m"
def to_monthly(date) -> str:
return parse(date).date().strftime(ELASTIC_MONTHLY_FORMAT) | null |
27,534 | from dateutil.parser import parse
ELASTIC_YEARLY_FORMAT = "%Y"
def to_yearly(date) -> str:
return parse(date).date().strftime(ELASTIC_YEARLY_FORMAT) | null |
27,535 | import datetime
from typing import Any, Dict, List, Optional, Set, Tuple, Union
import jinja2
import jsonpath_ng
import opensearchpy
import singer_sdk.io_base
from opensearchpy.helpers import bulk
from singer_sdk import PluginBase
from mage_integrations.destinations.opensearch.target_opensearch.common import (
API_... | _index templates the input index config to be used for elasticsearch indexing currently it operates using current time as index. this may not be optimal and additional support can be added to parse @timestamp out and use it in index templating depending on how your elastic instance is configured. @param stream_name: @p... |
27,536 | import datetime
from typing import Any, Dict, List, Optional, Set, Tuple, Union
import jinja2
import jsonpath_ng
import opensearchpy
import singer_sdk.io_base
from opensearchpy.helpers import bulk
from singer_sdk import PluginBase
from mage_integrations.destinations.opensearch.target_opensearch.common import (
API_... | build_fields parses records for supplied mapping to be used later in index templating and ecs metadata field formulation @param logger: @param stream_name: @param mapping: dict @param record: str @return: dict |
27,537 | import json
def __version_log_key(key: str, version: int) -> str:
return f'{key}/{__version_string(version)}.json'
def __get_logs(client, bucket: str, key: str, version: int) -> None:
data = client.get_object(Bucket=bucket, Key=__version_log_key(key, version))
content = data['Body'].read().decode()
line... | null |
27,538 | import abc
from collections import namedtuple
from dataclasses import dataclass
from typing import Union
import requests
from simple_salesforce import SalesforceLogin
OAuthCredentials = namedtuple(
"OAuthCredentials", ("client_id", "client_secret", "refresh_token")
)
PasswordCredentials = namedtuple(
"PasswordC... | null |
27,539 | from typing import Dict
DATE_FORMAT = "%Y-%m-%d"
DATETIME_FORMAT = "%Y-%m-%dT%H:%M:%S.%LZ"
def transform_record(record: Dict, object_fields: Dict):
transformed_record = {}
for field, value in record.items():
if value is None:
transformed_record[field] = value
continue
o... | null |
27,540 | from collections import namedtuple
from typing import Dict
from mage_integrations.destinations.salesforce.target_salesforce.utils.exceptions import (
InvalidStreamSchema,
)
ObjectField = namedtuple("ObjectField", "type createable updateable")
The provided code snippet includes necessary dependencies for implementi... | Currently only validates that all incomming fields exist in the SF Object |
27,541 | from mage_integrations.destinations.constants import COLUMN_TYPE_OBJECT
from mage_integrations.destinations.sql.utils import convert_column_type as convert_column_type_orig
from typing import Dict
def convert_column_type(
column_type: str,
column_settings: Dict,
**kwargs,
) -> str:
if COLUMN_TYPE_OBJEC... | null |
27,542 | from mage_integrations.destinations.constants import COLUMN_TYPE_OBJECT
from mage_integrations.destinations.sql.utils import convert_column_type as convert_column_type_orig
from typing import Dict
def convert_json_or_string(value, column_type_dict):
return value.replace("'", '\"') | null |
27,543 | from mage_integrations.destinations.constants import (
COLUMN_TYPE_OBJECT,
)
from mage_integrations.destinations.sql.utils import (
column_type_mapping as column_type_mapping_orig,
convert_column_type as convert_column_type_orig,
)
from mage_integrations.destinations.trino.connectors.base import TrinoConnec... | null |
27,548 | import datetime
from typing import Any, Dict, List, Optional, Set, Tuple, Union
import elasticsearch
import jinja2
import jsonpath_ng
import singer_sdk.io_base
from elasticsearch.helpers import bulk
from singer_sdk import PluginBase
from mage_integrations.destinations.elasticsearch.target_elasticsearch.common import (
... | _index templates the input index config to be used for elasticsearch indexing currently it operates using current time as index. this may not be optimal and additional support can be added to parse @timestamp out and use it in index templating depending on how your elastic instance is configured. @param stream_name: @p... |
27,549 | import datetime
from typing import Any, Dict, List, Optional, Set, Tuple, Union
import elasticsearch
import jinja2
import jsonpath_ng
import singer_sdk.io_base
from elasticsearch.helpers import bulk
from singer_sdk import PluginBase
from mage_integrations.destinations.elasticsearch.target_elasticsearch.common import (
... | build_fields parses records for supplied mapping to be used later in index templating and ecs metadata field formulation @param logger: @param stream_name: @param mapping: dict @param record: str @return: dict |
27,550 | from typing import Dict, List
from mage_integrations.destinations.mysql.constants import RESERVED_WORDS
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.utils import (
clean_column_name as clean_column_name_orig,
)
from mage_integrations.sources.constan... | null |
27,551 | from typing import Dict, List
from mage_integrations.destinations.mysql.constants import RESERVED_WORDS
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.utils import (
clean_column_name as clean_column_name_orig,
)
from mage_integrations.sources.constan... | null |
27,552 | from typing import Dict, List
from mage_integrations.destinations.mysql.constants import RESERVED_WORDS
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.utils import (
clean_column_name as clean_column_name_orig,
)
from mage_integrations.sources.constan... | null |
27,553 | import json
from typing import Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
convert_column_type as convert_column_type_orig,
)
def escape_quotes(line: str, single... | null |
27,554 | import json
from typing import Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
convert_column_type as convert_column_type_orig,
)
def convert_column_type(
colum... | null |
27,555 | from typing import Dict, List
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.utils import (
clean_column_name as clean_column_name_orig,
)
from mage_integrations.sources.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUM... | null |
27,556 | from typing import Dict, List
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.utils import (
clean_column_name as clean_column_name_orig,
)
from mage_integrations.sources.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUM... | null |
27,557 | from typing import Dict, List
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.utils import (
clean_column_name as clean_column_name_orig,
)
from mage_integrations.sources.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUM... | null |
27,558 | from typing import Dict, List
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.utils import (
clean_column_name as clean_column_name_orig,
)
from mage_integrations.sources.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUM... | null |
27,559 | import json
from ast import literal_eval
from typing import Callable, Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_NUMBER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage... | null |
27,560 | import json
from ast import literal_eval
from typing import Callable, Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_NUMBER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage... | null |
27,561 | import json
from ast import literal_eval
from typing import Callable, Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_NUMBER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage... | null |
27,562 | import json
from ast import literal_eval
from typing import Callable, Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_NUMBER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage... | null |
27,563 | import json
from ast import literal_eval
from typing import Callable, Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_ARRAY,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_NUMBER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage... | null |
27,564 | import json
from typing import Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
convert_column_type as convert_column_type_orig,
)
def convert_array(v: List, column_... | null |
27,565 | import json
from typing import Dict, List
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
convert_column_type as convert_column_type_orig,
)
def convert_column_type(
colum... | null |
27,566 | from typing import Dict, List
from mage_integrations.destinations.mysql.constants import RESERVED_WORDS
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.sql.utils import (
convert_column_to_type as convert_column_to_type_orig,
)
from mage_integrations.d... | null |
27,567 | from typing import Dict, List
from mage_integrations.destinations.mysql.constants import RESERVED_WORDS
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.sql.utils import (
convert_column_to_type as convert_column_to_type_orig,
)
from mage_integrations.d... | null |
27,568 | from typing import Dict, List
from mage_integrations.destinations.mysql.constants import RESERVED_WORDS
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.sql.utils import (
convert_column_to_type as convert_column_to_type_orig,
)
from mage_integrations.d... | null |
27,569 | from typing import Dict, List
from mage_integrations.destinations.mysql.constants import RESERVED_WORDS
from mage_integrations.destinations.sql.constants import SQL_RESERVED_WORDS
from mage_integrations.destinations.sql.utils import (
convert_column_to_type as convert_column_to_type_orig,
)
from mage_integrations.d... | null |
27,570 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,571 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,572 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,573 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,574 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,575 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | https://cloud.google.com/python/docs/reference/bigquery/latest/google.cloud.bigquery.query.ScalarQueryParameterType converted_type: one of 'BIGINT' 'BOOLEAN' 'DATETIME' 'FLOAT64' 'JSON' 'STRING' 'TEXT' If there is a column of these types, the raw value will be used in the insert command instead of using a query paramet... |
27,576 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,577 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,578 | import json
import re
from typing import Dict, List
import dateutil.parser
from mage_integrations.destinations.constants import (
COLUMN_FORMAT_DATETIME,
COLUMN_TYPE_BOOLEAN,
COLUMN_TYPE_INTEGER,
COLUMN_TYPE_OBJECT,
COLUMN_TYPE_STRING,
)
from mage_integrations.destinations.sql.utils import (
con... | null |
27,579 | from datetime import datetime, timedelta
import dateutil
def build_date_range(
end_date=None,
offset=None,
sample=False,
start_date=None,
):
now = datetime.today()
today = datetime(now.year, now.month, now.day, 0)
if start_date:
if offset is not None:
start_date = start... | null |
27,580 |
def parse_response(request, response):
dimensions = [i.name for i in request.dimensions]
metrics = [i.name for i in request.metrics]
arr = []
for row in response.rows:
data = dict()
for idx, dimension in enumerate(dimensions):
data[dimension] = row.dimension_values[idx].va... | null |
27,581 |
def clean_query(query_string: str) -> str:
return query_string.strip(' \n\t') | null |
27,582 | import argparse
import collections
import datetime
import functools
import json
import os
import time
DATETIME_FMT = "%Y-%m-%dT%H:%M:%SZ"
def strptime(dt):
return datetime.datetime.strptime(dt, DATETIME_FMT) | null |
27,583 | import argparse
import collections
import datetime
import functools
import json
import os
import time
def ratelimit(limit, every):
def limitdecorator(fn):
times = collections.deque()
@functools.wraps(fn)
def wrapper(*args, **kwargs):
if len(times) >= limit:
t0 =... | null |
27,584 | import argparse
import collections
import datetime
import functools
import json
import os
import time
def chunk(l, n):
for i in range(0, len(l), n):
yield l[i:i + n] | null |
27,585 | import argparse
import collections
import datetime
import functools
import json
import os
import time
def get_abs_path(path):
return os.path.join(os.path.dirname(os.path.realpath(__file__)), path)
def load_json(path):
with open(path) as f:
return json.load(f)
def load_schema(entity):
return load_js... | null |
27,586 | import argparse
import collections
import datetime
import functools
import json
import os
import time
def strftime(dt):
return dt.strftime(DATETIME_FMT)
def update_state(state, entity, dt):
if dt is None:
return
if isinstance(dt, datetime.datetime):
dt = strftime(dt)
if entity not in ... | null |
27,587 | import argparse
import collections
import datetime
import functools
import json
import os
import time
def load_json(path):
with open(path) as f:
return json.load(f)
def check_config(config, required_keys):
missing_keys = [key for key in required_keys if key not in config]
if missing_keys:
ra... | null |
27,588 | import argparse
import json
import os
from typing import Dict, List
import yaml
from singer.metadata import to_list, write
from singer.utils import check_config, load_json
from mage_integrations.sources.catalog import Catalog
from mage_integrations.sources.constants import (
INCLUSION_AUTOMATIC,
INCLUSION_UNSUP... | null |
27,589 | import argparse
import json
import os
from typing import Dict, List
import yaml
from singer.metadata import to_list, write
from singer.utils import check_config, load_json
from mage_integrations.sources.catalog import Catalog
from mage_integrations.sources.constants import (
INCLUSION_AUTOMATIC,
INCLUSION_UNSUP... | null |
27,590 | import argparse
import json
import os
from typing import Dict, List
import yaml
from singer.metadata import to_list, write
from singer.utils import check_config, load_json
from mage_integrations.sources.catalog import Catalog
from mage_integrations.sources.constants import (
INCLUSION_AUTOMATIC,
INCLUSION_UNSUP... | absolute_path_to_source_state: must be path to JSON file absolute_path_to_destination_state: must be path to text-like file |
27,591 | import argparse
import json
import os
from typing import Dict, List
import yaml
from singer.metadata import to_list, write
from singer.utils import check_config, load_json
from mage_integrations.sources.catalog import Catalog
from mage_integrations.sources.constants import (
INCLUSION_AUTOMATIC,
INCLUSION_UNSUP... | Parse standard command-line args. Parses the command-line arguments mentioned in the SPEC and the BEST_PRACTICES documents: -c,--config Config file -s,--state State file -d,--discover Run in discover mode -p,--properties Properties file: DEPRECATED, please use --catalog instead --catalog Catalog file Returns the parsed... |
27,592 | import requests
from singer import metrics, utils
class TableauError(Exception):
pass
def get_exception_for_error_code(error_code, tableau_error_code):
if tableau_error_code == "scroll_exists":
error_code = 423
return ERROR_CODE_EXCEPTION_MAPPING.get(error_code, TableauError)
def raise_for_error(re... | null |
27,593 | import json
import os
from singer import metadata
from mage_integrations.sources.tableau.streams import STREAMS
def get_abs_path(path):
return os.path.join(os.path.dirname(os.path.realpath(__file__)), path)
The provided code snippet includes necessary dependencies for implementing the `get_schemas` function. Write... | Loads the schemas defined for the tap. This function iterates through the STREAMS dictionary which contains a mapping of the stream name and its corresponding class and loads the matching schema file from the schemas directory. |
27,594 | import logging
import requests
import pytz
import sys
import argparse
from statistics import mean
from collections import defaultdict
from datetime import datetime
args = parser.parse_args()
logger = logging.getLogger(__name__)
if args.debug:
logging.getLogger('urllib3').setLevel(logging.DEBUG)
logging.getLogger(... | null |
27,595 | import os
import json
import singer
import zenpy
from mage_integrations.sources.zendesk.tap_zendesk.streams import STREAMS
from mage_integrations.sources.zendesk.tap_zendesk.http import ZendeskForbiddenError
LOGGER = singer.get_logger()
def load_shared_schema_refs():
ref_sub_path = 'shared'
shared_schemas_path ... | null |
27,596 | import json
from zenpy.lib.api_objects import BaseObject
from zenpy.lib.proxy import ProxyList
import singer
import singer.metrics as metrics
from singer import metadata
from singer import Transformer
def process_record(record):
""" Serializes Zenpy's internal classes into Python objects via ZendeskEncoder. """
... | null |
27,597 | from time import sleep
import backoff
import requests
import singer
from requests.exceptions import Timeout, HTTPError
def call_api(url, request_timeout, params, headers):
(ZendeskConflictError),
max_tries=10,
giveup=lambda e: not should_retr... | null |
27,598 | from time import sleep
import backoff
import requests
import singer
from requests.exceptions import Timeout, HTTPError
def call_api(url, request_timeout, params, headers):
(ZendeskConflictError),
max_tries=10,
giveup=lambda e: not should_retr... | null |
27,599 | from time import sleep
import backoff
import requests
import singer
from requests.exceptions import Timeout, HTTPError
def call_api(url, request_timeout, params, headers):
headers = {
'Content-Type': 'application/json',
'Accept': 'application/json',
'Authorization': 'Bearer {}'.format(access... | null |
27,600 | import os
import json
import datetime
import time
import pytz
import zenpy
import singer
from singer import metadata
from singer import utils
from singer.metrics import Point
from mage_integrations.sources.zendesk.tap_zendesk import metrics as zendesk_metrics
from mage_integrations.sources.zendesk.tap_zendesk import ht... | null |
27,601 | import os
import json
import datetime
import time
import pytz
import zenpy
import singer
from singer import metadata
from singer import utils
from singer.metrics import Point
from mage_integrations.sources.zendesk.tap_zendesk import metrics as zendesk_metrics
from mage_integrations.sources.zendesk.tap_zendesk import ht... | Take a custom field description and return a schema for it. |
27,602 | import os
import json
import datetime
import time
import pytz
import zenpy
import singer
from singer import metadata
from singer import utils
from singer.metrics import Point
from mage_integrations.sources.zendesk.tap_zendesk import metrics as zendesk_metrics
from mage_integrations.sources.zendesk.tap_zendesk import ht... | null |
27,603 | import logging
from statistics import mean
from collections import defaultdict
from datetime import datetime
import singer
capture_rate = 300
metrics_data = {
# The utc datetime that the most recent window of caputure started on
'window_start_time': None,
# This will be a dict of metric => numb... | null |
27,604 | import logging
from statistics import mean
from collections import defaultdict
from datetime import datetime
import singer
capture_rate = 300
metrics_data = {
# The utc datetime that the most recent window of caputure started on
'window_start_time': None,
# This will be a dict of metric => numb... | Forces a log of the aggregate rates for the internal datastructures |
27,605 | import logging
import threading
from collections import namedtuple
import requests
from simple_salesforce import SalesforceLogin
OAuthCredentials = namedtuple('OAuthCredentials', (
"client_id",
"client_secret",
"refresh_token"
))
PasswordCredentials = namedtuple('PasswordCredentials', (
"username",
... | null |
27,606 | import csv
import json
import sys
import tempfile
import time
import singer
import xmltodict
from requests.exceptions import RequestException
from singer import metrics
from mage_integrations.sources.salesforce.client.tap_salesforce.salesforce.exceptions import (
TapSalesforceException,
TapSalesforceQuotaExceed... | null |
27,607 | import time
import singer
import singer.utils as singer_utils
from requests.exceptions import RequestException
from singer import Transformer, metadata, metrics
from mage_integrations.sources.salesforce.client.tap_salesforce.salesforce.bulk import (
Bulk,
)
LOGGER = singer.get_logger()
def transform_bulk_data_hook(... | null |
27,608 | import time
import singer
import singer.utils as singer_utils
from requests.exceptions import RequestException
from singer import Transformer, metadata, metrics
from mage_integrations.sources.salesforce.client.tap_salesforce.salesforce.bulk import (
Bulk,
)
def sync_records(sf, catalog_entry, state, counter, state_... | null |
27,609 | from singer import metadata
from typing import Dict
import mage_integrations.sources.mongodb.tap_mongodb.sync_strategies.common as common
def get_replication_key_name(stream: Dict) -> str:
def build_find_filter(stream: Dict, state: Dict = {}) -> Dict:
tap_stream_id = stream['tap_stream_id']
stream_metadata = ... | null |
27,610 | import time
import pymongo
import singer
from bson import timestamp
from singer import metadata, utils
import mage_integrations.sources.mongodb.tap_mongodb.sync_strategies.common as common
def get_latest_ts(client):
row = client.local.oplog.rs.find_one(sort=[('$natural', pymongo.DESCENDING)])
return row.get('t... | null |
27,611 | import time
import pymongo
import singer
from bson import timestamp
from singer import metadata, utils
import mage_integrations.sources.mongodb.tap_mongodb.sync_strategies.common as common
def oplog_has_aged_out(client, state, tap_stream_id):
earliest_ts_row = client.local.oplog.rs.find_one(sort=[('$natural', pymo... | null |
27,612 | import time
import pymongo
import singer
from bson import timestamp
from singer import metadata, utils
import mage_integrations.sources.mongodb.tap_mongodb.sync_strategies.common as common
LOGGER = singer.get_logger()
SDC_DELETED_AT = "_sdc_deleted_at"
MAX_UPDATE_BUFFER_LENGTH = 500
def update_bookmarks(state, tap_stre... | null |
27,613 | import copy
import time
import pymongo
import singer
from singer import metadata, utils
import mage_integrations.sources.mongodb.tap_mongodb.sync_strategies.common as common
LOGGER = singer.get_logger()
def get_max_id_value(collection):
def sync_collection(client, stream, state, projection, logger=None):
if logger... | null |
27,614 | import copy
import time
import pymongo
import singer
from singer import metadata, utils
import mage_integrations.sources.mongodb.tap_mongodb.sync_strategies.common as common
from mage_integrations.sources.mongodb.tap_mongodb.sync_strategies.utils import (
build_find_filter,
get_replication_key_name,
)
LOGGER = ... | null |
27,615 | import base64
import datetime
import time
import uuid
import decimal
import bson
from bson import objectid, timestamp, datetime as bson_datetime
import singer
from singer import utils, metadata
import pytz
import tzlocal
def whitelist_bookmark_keys(bookmark_key_set, tap_stream_id, state):
for bookmark_key in [non_... | null |
27,616 | import base64
import datetime
import time
import uuid
import decimal
import bson
from bson import objectid, timestamp, datetime as bson_datetime
import singer
from singer import utils, metadata
import pytz
import tzlocal
def get_stream_version(tap_stream_id, state):
stream_version = singer.get_bookmark(state, tap_... | null |
27,617 | import base64
import datetime
import time
import uuid
import decimal
import bson
from bson import objectid, timestamp, datetime as bson_datetime
import singer
from singer import utils, metadata
import pytz
import tzlocal
class UnsupportedReplicationKeyTypeException(Exception):
"""Raised if key type is unsupported""... | null |
27,618 | import base64
import datetime
import time
import uuid
import decimal
import bson
from bson import objectid, timestamp, datetime as bson_datetime
import singer
from singer import utils, metadata
import pytz
import tzlocal
class UnsupportedReplicationKeyTypeException(Exception):
def string_to_class(str_value, type_value... | null |
27,619 | import base64
import datetime
import time
import uuid
import decimal
import bson
from bson import objectid, timestamp, datetime as bson_datetime
import singer
from singer import utils, metadata
import pytz
import tzlocal
class MongoInvalidDateTimeException(Exception):
def calculate_destination_stream_name(stream):
def ... | null |
27,620 | import base64
import datetime
import time
import uuid
import decimal
import bson
from bson import objectid, timestamp, datetime as bson_datetime
import singer
from singer import utils, metadata
import pytz
import tzlocal
COUNTS = {}
TIMES = {}
SCHEMA_COUNT = {}
SCHEMA_TIMES = {}
def get_sync_summary(catalog):
head... | null |
27,621 | import requests
from singer import metrics, utils
class KnowiError(Exception):
pass
def get_exception_for_error_code(error_code, knowi_error_code):
if knowi_error_code == "scroll_exists":
error_code = 423
return ERROR_CODE_EXCEPTION_MAPPING.get(error_code, KnowiError)
def raise_for_error(response, ... | null |
27,622 | import json
import os
from singer import metadata
from mage_integrations.sources.knowi.streams import STREAMS
def get_abs_path(path):
return os.path.join(os.path.dirname(os.path.realpath(__file__)), path)
The provided code snippet includes necessary dependencies for implementing the `get_schemas` function. Write a... | Loads the schemas defined for the tap. This function iterates through the STREAMS dictionary which contains a mapping of the stream name and its corresponding class and loads the matching schema file from the schemas directory. |
27,623 | import json
import sys
import singer
from mage_integrations.sources.google_ads.tap_google_ads.client import create_sdk_client
from mage_integrations.sources.google_ads.tap_google_ads.streams import (
initialize_core_streams,
initialize_reports,
)
STREAMS = [
"accessible_bidding_strategy",
"ad_group",
... | The resource schema is necessary to create a 'source of truth' with regards to the fields Google Ads can return to us. It allows for the discovery of field exclusions and other fun things like data types. It includes every field Google Ads can return and the possible fields that each resource can return. This schema is... |
27,624 | import json
import sys
import singer
from mage_integrations.sources.google_ads.tap_google_ads.client import create_sdk_client
from mage_integrations.sources.google_ads.tap_google_ads.streams import (
initialize_core_streams,
initialize_reports,
)
def do_discover_streams(stream_name_to_resource):
streams = [... | null |
27,625 | import json
import singer
from mage_integrations.sources.google_ads.tap_google_ads.client import create_sdk_client
from mage_integrations.sources.google_ads.tap_google_ads.streams import (
initialize_core_streams,
initialize_reports,
)
from mage_integrations.sources.messages import write_schema
LOGGER = singer.... | null |
27,626 | from google.ads.googleads.client import GoogleAdsClient
def create_sdk_client(config, login_customer_id=None):
CONFIG = {
"use_proto_plus": False,
"developer_token": config["developer_token"],
"client_id": config["oauth_client_id"],
"client_secret": config["oauth_client_secret"],
... | null |
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