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Showing content from https://cloud.google.com/python/docs/reference/datastore/2.20.2/aggregations below:

Python client library | Google Cloud

Bases: object

An Aggregation query against the Cloud Datastore.

This class serves as an abstraction for creating aggregations over query in the Cloud Datastore.

• Parameters

  • client (google.cloud.datastore.client.Client) – The client used to connect to Datastore.

  • query (google.cloud.datastore.query.Query) – The query used for aggregations.

  • explain_options (ExplainOptions) – (Optional) Options to enable query profiling for this query. When set, explain_metrics will be available on the iterator returned by query.fetch(). If not passed, will use value from given query.

Adds an aggregation operation to the nested query

• Parameters

  aggregation (google.cloud.datastore.aggregation.BaseAggregation) – An aggregation operation, e.g. a CountAggregation

Adds a list of aggregations to the nested query :type aggregations: list :param aggregations: a list of aggregation operations

Adds a avg over the nested query

• Parameters

  property_ref (str) – The property_ref for the sum

Adds a count over the nested query

• Parameters

  alias (str) – (Optional) The alias for the count

Execute the Aggregation Query; return an iterator for the aggregation results.

For example:

>>> andy = datastore.Entity(client.key('Person', 1234))
>>> andy['name'] = 'Andy'
>>> sally = datastore.Entity(client.key('Person', 2345))
>>> sally['name'] = 'Sally'
>>> bobby = datastore.Entity(client.key('Person', 3456))
>>> bobby['name'] = 'Bobby'
>>> client.put_multi([andy, sally, bobby])
>>> query = client.query(kind='Andy')
>>> aggregation_query = client.aggregation_query(query)
>>> result = aggregation_query.count(alias="total").fetch(limit=5)
>>> result
<google.cloud.datastore.aggregation.AggregationResultIterator object at ...>

• Parameters

  • client (google.cloud.datastore.client.Client) – (Optional) client used to connect to datastore. If not supplied, uses the query’s value.

  • eventual (bool) – (Optional) Defaults to strongly consistent (False). Setting True will use eventual consistency, but cannot be used inside a transaction or with read_time, otherwise will raise ValueError.

  • retry (google.api_core.retry.Retry) – A retry object used to retry requests. If None is specified, requests will be retried using a default configuration.

  • timeout (float) – Time, in seconds, to wait for the request to complete. Note that if retry is specified, the timeout applies to each individual attempt.

  • read_time (datetime) – (Optional) use read_time read consistency, cannot be used inside a transaction or with eventual consistency, or will raise ValueError.

• Return type

  AggregationIterator

• Returns

  The iterator for the aggregation query.

The nested query’s namespace

• Return type

  str or None

• Returns

  the namespace assigned to this query

Get the project for this AggregationQuery.

• Return type

  str

• Returns

  The project for the query.

Adds a sum over the nested query

• Parameters

  property_ref (str) – The property_ref for the sum

Bases: object

A class representing result from Aggregation Query

• Parameters

  • alias (str) – The alias for the aggregation.

  • value (int) – The resulting value from the aggregation.

Bases: google.api_core.page_iterator.Iterator

Represent the state of a given execution of a Query.

• Parameters

  • aggregation_query (AggregationQuery) – AggregationQuery object holding permanent configuration (i.e. things that don’t change on with each page in a results set).

  • client (Client) – The client used to make a request.

  • eventual (bool) – (Optional) Defaults to strongly consistent (False). Setting True will use eventual consistency, but cannot be used inside a transaction or with read_time, otherwise will raise ValueError.

  • retry (google.api_core.retry.Retry) – A retry object used to retry requests. If None is specified, requests will be retried using a default configuration.

  • timeout (float) – Time, in seconds, to wait for the request to complete. Note that if retry is specified, the timeout applies to each individual attempt.

  • read_time (datetime) – (Optional) Runs the query with read time consistency. Cannot be used with eventual consistency or inside a transaction, otherwise will raise ValueError. This feature is in private preview.

Get the metrics associated with the query execution. Metrics are only available when explain_options is set on the query. If ExplainOptions.analyze is False, only plan_summary is available. If it is True, execution_stats is also available.

• Return type

  ExplainMetrics

• Returns

  The metrics associated with the query execution.

• Raises

  QueryExplainError if explain_metrics is not available on the query.

Bases: google.cloud.datastore.aggregation.BaseAggregation

Representation of a “Avg” aggregation query.

• Parameters

  • property_ref (str) – The property_ref for the aggregation.

  • value (int) – The resulting value from the aggregation.

Bases: abc.ABC

Base class representing an Aggregation operation in Datastore

Bases: google.cloud.datastore.aggregation.BaseAggregation

Representation of a “Count” aggregation query.

• Parameters

  • alias (str) – The alias for the aggregation.

  • value (int) – The resulting value from the aggregation.

Bases: google.cloud.datastore.aggregation.BaseAggregation

Representation of a “Sum” aggregation query.

• Parameters

  • property_ref (str) – The property_ref for the aggregation.

  • value (int) – The resulting value from the aggregation.

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