API Responses¶

Response Types¶

class civis.response.Response(json_data, snake_case=True, headers=None)[source]¶

Custom Civis response object.

Notes

The main features of this class are that it maps camelCase to snake_case at the top level of the json object and attaches keys as attributes. Nested object keys are not changed.

Attributes:

json_data : dict | None: This is json_data as it is originally returned to the user without the key names being changed. See Notes. None is used if the original response returned a 204 No Content response.
headers : dict: This is the header for the API call without changing the key names.
calls_remaining : int: Number of API calls remaining before rate limit is reached.
rate_limit : int: Total number of calls per API rate limit period.

class civis.response.PaginatedResponse(path, initial_params, endpoint)[source]¶

A response object which is an iterator

Parameters:	path : str Make GET requests to this path. initial_params : dict Query params that should be passed along with each request. Note that if initial_params contains the keys page_num or limit, they will be ignored. The given dict is not modified. endpoint : civis.base.Endpoint An endpoint used to make API requests.

Notes

This response is returned automatically by endpoints which support pagination when the iterator kwarg is specified.

Examples

>>> client = civis.APIClient()
>>> queries = client.queries.list(iterator=True)
>>> for query in queries:
...    print(query['id'])

class civis.futures.CivisFuture(poller, poller_args, polling_interval=None, api_key=None, client=None, poll_on_creation=True)[source]¶

A class for tracking future results.

This class will attempt to subscribe to a Pubnub channel to listen for job completion events. If you don’t have access to Pubnub channels, then it will fallback to polling.

This is a subclass of concurrent.futures.Future from the Python standard library. See: https://docs.python.org/3/library/concurrent.futures.html

Parameters:

poller : func: A function which returns an object that has a state attribute.
poller_args : tuple: The arguments with which to call the poller function.
polling_interval : int or float, optional: The number of seconds between API requests to check whether a result is ready.
api_key : DEPRECATED str, optional: Your Civis API key. If not given, the CIVIS_API_KEY environment variable will be used.
client : civis.APIClient, optional
poll_on_creation : bool, optional: If True (the default), it will poll upon calling result() the first time. If False, it will wait the number of seconds specified in polling_interval from object creation before polling.

Examples

This example is provided as a function at query_civis().

>>> client = civis.APIClient()
>>> database_id = client.get_database_id("my_database")
>>> cred_id = client.default_credential
>>> sql = "SELECT 1"
>>> preview_rows = 10
>>> response = client.queries.post(database_id, sql, preview_rows,
>>>                                credential=cred_id)
>>> job_id = response.id
>>>
>>> poller = client.queries.get
>>> poller_args = (job_id, ) # (job_id, run_id) if poller requires run_id
>>> polling_interval = 10
>>> future = CivisFuture(poller, poller_args, polling_interval)

Helper Functions¶

civis.find(object_list, filter_func=None, **kwargs)[source]¶

Filter civis.response.Response objects.

Parameters:

object_list : iterable

An iterable of arbitrary objects, particularly those with attributes that can be targeted by the filters in kwargs. A major use case is an iterable of civis.response.Response objects.

filter_func : callable, optional

A one-argument function. If specified, kwargs are ignored. An object from the input iterable is kept in the returned list if and only if bool(filter_func(object)) is True.

**kwargs

Key-value pairs for more fine-grained filtering; they cannot be used in conjunction with filter_func. All keys must be strings. For an object from the input iterable to be included in the returned list, all the key`s must be attributes of `object, plus any one of the following conditions for a given key:

value is a one-argument function and bool(value(getattr(object, key))) is True
value is True
getattr(object, key) is equal to value

Returns:

list