1130 lines
43 KiB
Python
1130 lines
43 KiB
Python
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# Copyright 2017 Google LLC All rights reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Classes for representing queries for the Google Cloud Firestore API.
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A :class:`~google.cloud.firestore_v1.query.Query` can be created directly from
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a :class:`~google.cloud.firestore_v1.collection.Collection` and that can be
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a more common way to create a query than direct usage of the constructor.
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"""
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import copy
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import math
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from google.protobuf import wrappers_pb2
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import six
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from google.cloud.firestore_v1 import _helpers
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from google.cloud.firestore_v1 import document
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from google.cloud.firestore_v1 import field_path as field_path_module
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from google.cloud.firestore_v1 import transforms
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from google.cloud.firestore_v1.gapic import enums
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from google.cloud.firestore_v1.proto import query_pb2
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from google.cloud.firestore_v1.order import Order
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from google.cloud.firestore_v1.watch import Watch
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_EQ_OP = "=="
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_operator_enum = enums.StructuredQuery.FieldFilter.Operator
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_COMPARISON_OPERATORS = {
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"<": _operator_enum.LESS_THAN,
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"<=": _operator_enum.LESS_THAN_OR_EQUAL,
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_EQ_OP: _operator_enum.EQUAL,
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">=": _operator_enum.GREATER_THAN_OR_EQUAL,
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">": _operator_enum.GREATER_THAN,
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"array_contains": _operator_enum.ARRAY_CONTAINS,
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"in": _operator_enum.IN,
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"array_contains_any": _operator_enum.ARRAY_CONTAINS_ANY,
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}
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_BAD_OP_STRING = "Operator string {!r} is invalid. Valid choices are: {}."
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_BAD_OP_NAN_NULL = 'Only an equality filter ("==") can be used with None or NaN values'
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_INVALID_WHERE_TRANSFORM = "Transforms cannot be used as where values."
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_BAD_DIR_STRING = "Invalid direction {!r}. Must be one of {!r} or {!r}."
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_INVALID_CURSOR_TRANSFORM = "Transforms cannot be used as cursor values."
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_MISSING_ORDER_BY = (
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'The "order by" field path {!r} is not present in the cursor data {!r}. '
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"All fields sent to ``order_by()`` must be present in the fields "
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"if passed to one of ``start_at()`` / ``start_after()`` / "
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"``end_before()`` / ``end_at()`` to define a cursor."
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)
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_NO_ORDERS_FOR_CURSOR = (
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"Attempting to create a cursor with no fields to order on. "
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"When defining a cursor with one of ``start_at()`` / ``start_after()`` / "
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"``end_before()`` / ``end_at()``, all fields in the cursor must "
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"come from fields set in ``order_by()``."
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)
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_MISMATCH_CURSOR_W_ORDER_BY = "The cursor {!r} does not match the order fields {!r}."
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class Query(object):
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"""Represents a query to the Firestore API.
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Instances of this class are considered immutable: all methods that
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would modify an instance instead return a new instance.
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Args:
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parent (:class:`~google.cloud.firestore_v1.collection.CollectionReference`):
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The collection that this query applies to.
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projection (Optional[:class:`google.cloud.proto.firestore.v1.\
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query_pb2.StructuredQuery.Projection`]):
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A projection of document fields to limit the query results to.
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field_filters (Optional[Tuple[:class:`google.cloud.proto.firestore.v1.\
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query_pb2.StructuredQuery.FieldFilter`, ...]]):
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The filters to be applied in the query.
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orders (Optional[Tuple[:class:`google.cloud.proto.firestore.v1.\
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query_pb2.StructuredQuery.Order`, ...]]):
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The "order by" entries to use in the query.
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limit (Optional[int]):
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The maximum number of documents the query is allowed to return.
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limit_to_last (Optional[bool]):
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Denotes whether a provided limit is applied to the end of the result set.
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offset (Optional[int]):
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The number of results to skip.
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start_at (Optional[Tuple[dict, bool]]):
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Two-tuple of :
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* a mapping of fields. Any field that is present in this mapping
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must also be present in ``orders``
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* an ``after`` flag
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The fields and the flag combine to form a cursor used as
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a starting point in a query result set. If the ``after``
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flag is :data:`True`, the results will start just after any
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documents which have fields matching the cursor, otherwise
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any matching documents will be included in the result set.
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When the query is formed, the document values
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will be used in the order given by ``orders``.
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end_at (Optional[Tuple[dict, bool]]):
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Two-tuple of:
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* a mapping of fields. Any field that is present in this mapping
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must also be present in ``orders``
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* a ``before`` flag
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The fields and the flag combine to form a cursor used as
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an ending point in a query result set. If the ``before``
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flag is :data:`True`, the results will end just before any
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documents which have fields matching the cursor, otherwise
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any matching documents will be included in the result set.
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When the query is formed, the document values
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will be used in the order given by ``orders``.
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all_descendants (Optional[bool]):
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When false, selects only collections that are immediate children
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of the `parent` specified in the containing `RunQueryRequest`.
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When true, selects all descendant collections.
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"""
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ASCENDING = "ASCENDING"
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"""str: Sort query results in ascending order on a field."""
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DESCENDING = "DESCENDING"
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"""str: Sort query results in descending order on a field."""
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def __init__(
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self,
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parent,
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projection=None,
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field_filters=(),
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orders=(),
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limit=None,
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limit_to_last=False,
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offset=None,
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start_at=None,
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end_at=None,
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all_descendants=False,
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):
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self._parent = parent
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self._projection = projection
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self._field_filters = field_filters
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self._orders = orders
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self._limit = limit
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self._limit_to_last = limit_to_last
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self._offset = offset
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self._start_at = start_at
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self._end_at = end_at
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self._all_descendants = all_descendants
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def __eq__(self, other):
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if not isinstance(other, self.__class__):
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return NotImplemented
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return (
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self._parent == other._parent
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and self._projection == other._projection
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and self._field_filters == other._field_filters
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and self._orders == other._orders
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and self._limit == other._limit
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and self._limit_to_last == other._limit_to_last
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and self._offset == other._offset
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and self._start_at == other._start_at
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and self._end_at == other._end_at
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and self._all_descendants == other._all_descendants
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)
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@property
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def _client(self):
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"""The client of the parent collection.
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Returns:
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:class:`~google.cloud.firestore_v1.client.Client`:
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The client that owns this query.
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"""
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return self._parent._client
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def select(self, field_paths):
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"""Project documents matching query to a limited set of fields.
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See :meth:`~google.cloud.firestore_v1.client.Client.field_path` for
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more information on **field paths**.
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If the current query already has a projection set (i.e. has already
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called :meth:`~google.cloud.firestore_v1.query.Query.select`), this
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will overwrite it.
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Args:
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field_paths (Iterable[str, ...]): An iterable of field paths
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(``.``-delimited list of field names) to use as a projection
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of document fields in the query results.
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Returns:
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:class:`~google.cloud.firestore_v1.query.Query`:
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A "projected" query. Acts as a copy of the current query,
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modified with the newly added projection.
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Raises:
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ValueError: If any ``field_path`` is invalid.
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"""
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field_paths = list(field_paths)
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for field_path in field_paths:
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field_path_module.split_field_path(field_path) # raises
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new_projection = query_pb2.StructuredQuery.Projection(
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fields=[
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query_pb2.StructuredQuery.FieldReference(field_path=field_path)
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for field_path in field_paths
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]
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)
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return self.__class__(
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self._parent,
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projection=new_projection,
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field_filters=self._field_filters,
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orders=self._orders,
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limit=self._limit,
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limit_to_last=self._limit_to_last,
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offset=self._offset,
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start_at=self._start_at,
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end_at=self._end_at,
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all_descendants=self._all_descendants,
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)
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def where(self, field_path, op_string, value):
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"""Filter the query on a field.
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See :meth:`~google.cloud.firestore_v1.client.Client.field_path` for
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more information on **field paths**.
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Returns a new :class:`~google.cloud.firestore_v1.query.Query` that
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filters on a specific field path, according to an operation (e.g.
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``==`` or "equals") and a particular value to be paired with that
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operation.
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Args:
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field_path (str): A field path (``.``-delimited list of
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field names) for the field to filter on.
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op_string (str): A comparison operation in the form of a string.
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Acceptable values are ``<``, ``<=``, ``==``, ``>=``, ``>``,
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``in``, ``array_contains`` and ``array_contains_any``.
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value (Any): The value to compare the field against in the filter.
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If ``value`` is :data:`None` or a NaN, then ``==`` is the only
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allowed operation.
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Returns:
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:class:`~google.cloud.firestore_v1.query.Query`:
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A filtered query. Acts as a copy of the current query,
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modified with the newly added filter.
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Raises:
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ValueError: If ``field_path`` is invalid.
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ValueError: If ``value`` is a NaN or :data:`None` and
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``op_string`` is not ``==``.
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"""
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field_path_module.split_field_path(field_path) # raises
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if value is None:
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if op_string != _EQ_OP:
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raise ValueError(_BAD_OP_NAN_NULL)
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filter_pb = query_pb2.StructuredQuery.UnaryFilter(
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field=query_pb2.StructuredQuery.FieldReference(field_path=field_path),
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op=enums.StructuredQuery.UnaryFilter.Operator.IS_NULL,
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)
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elif _isnan(value):
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if op_string != _EQ_OP:
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raise ValueError(_BAD_OP_NAN_NULL)
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filter_pb = query_pb2.StructuredQuery.UnaryFilter(
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field=query_pb2.StructuredQuery.FieldReference(field_path=field_path),
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op=enums.StructuredQuery.UnaryFilter.Operator.IS_NAN,
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)
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elif isinstance(value, (transforms.Sentinel, transforms._ValueList)):
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raise ValueError(_INVALID_WHERE_TRANSFORM)
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else:
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filter_pb = query_pb2.StructuredQuery.FieldFilter(
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field=query_pb2.StructuredQuery.FieldReference(field_path=field_path),
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op=_enum_from_op_string(op_string),
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value=_helpers.encode_value(value),
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)
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new_filters = self._field_filters + (filter_pb,)
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return self.__class__(
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self._parent,
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projection=self._projection,
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field_filters=new_filters,
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orders=self._orders,
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limit=self._limit,
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limit_to_last=self._limit_to_last,
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offset=self._offset,
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start_at=self._start_at,
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end_at=self._end_at,
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all_descendants=self._all_descendants,
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)
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@staticmethod
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def _make_order(field_path, direction):
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"""Helper for :meth:`order_by`."""
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return query_pb2.StructuredQuery.Order(
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field=query_pb2.StructuredQuery.FieldReference(field_path=field_path),
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direction=_enum_from_direction(direction),
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)
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def order_by(self, field_path, direction=ASCENDING):
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"""Modify the query to add an order clause on a specific field.
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See :meth:`~google.cloud.firestore_v1.client.Client.field_path` for
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more information on **field paths**.
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Successive :meth:`~google.cloud.firestore_v1.query.Query.order_by`
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calls will further refine the ordering of results returned by the query
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(i.e. the new "order by" fields will be added to existing ones).
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Args:
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field_path (str): A field path (``.``-delimited list of
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field names) on which to order the query results.
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direction (Optional[str]): The direction to order by. Must be one
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of :attr:`ASCENDING` or :attr:`DESCENDING`, defaults to
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:attr:`ASCENDING`.
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Returns:
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:class:`~google.cloud.firestore_v1.query.Query`:
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An ordered query. Acts as a copy of the current query, modified
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with the newly added "order by" constraint.
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Raises:
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ValueError: If ``field_path`` is invalid.
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ValueError: If ``direction`` is not one of :attr:`ASCENDING` or
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:attr:`DESCENDING`.
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"""
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field_path_module.split_field_path(field_path) # raises
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order_pb = self._make_order(field_path, direction)
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new_orders = self._orders + (order_pb,)
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return self.__class__(
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self._parent,
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projection=self._projection,
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field_filters=self._field_filters,
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orders=new_orders,
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limit=self._limit,
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limit_to_last=self._limit_to_last,
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offset=self._offset,
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start_at=self._start_at,
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end_at=self._end_at,
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all_descendants=self._all_descendants,
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)
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def limit(self, count):
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"""Limit a query to return at most `count` matching results.
|
||
|
|
|
||
|
|
If the current query already has a `limit` set, this will override it.
|
||
|
|
|
||
|
|
.. note::
|
||
|
|
|
||
|
|
`limit` and `limit_to_last` are mutually exclusive.
|
||
|
|
Setting `limit` will drop previously set `limit_to_last`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
count (int): Maximum number of documents to return that match
|
||
|
|
the query.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
A limited query. Acts as a copy of the current query, modified
|
||
|
|
with the newly added "limit" filter.
|
||
|
|
"""
|
||
|
|
return self.__class__(
|
||
|
|
self._parent,
|
||
|
|
projection=self._projection,
|
||
|
|
field_filters=self._field_filters,
|
||
|
|
orders=self._orders,
|
||
|
|
limit=count,
|
||
|
|
limit_to_last=False,
|
||
|
|
offset=self._offset,
|
||
|
|
start_at=self._start_at,
|
||
|
|
end_at=self._end_at,
|
||
|
|
all_descendants=self._all_descendants,
|
||
|
|
)
|
||
|
|
|
||
|
|
def limit_to_last(self, count):
|
||
|
|
"""Limit a query to return the last `count` matching results.
|
||
|
|
|
||
|
|
If the current query already has a `limit_to_last`
|
||
|
|
set, this will override it.
|
||
|
|
|
||
|
|
.. note::
|
||
|
|
|
||
|
|
`limit` and `limit_to_last` are mutually exclusive.
|
||
|
|
Setting `limit_to_last` will drop previously set `limit`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
count (int): Maximum number of documents to return that match
|
||
|
|
the query.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
A limited query. Acts as a copy of the current query, modified
|
||
|
|
with the newly added "limit" filter.
|
||
|
|
"""
|
||
|
|
return self.__class__(
|
||
|
|
self._parent,
|
||
|
|
projection=self._projection,
|
||
|
|
field_filters=self._field_filters,
|
||
|
|
orders=self._orders,
|
||
|
|
limit=count,
|
||
|
|
limit_to_last=True,
|
||
|
|
offset=self._offset,
|
||
|
|
start_at=self._start_at,
|
||
|
|
end_at=self._end_at,
|
||
|
|
all_descendants=self._all_descendants,
|
||
|
|
)
|
||
|
|
|
||
|
|
def offset(self, num_to_skip):
|
||
|
|
"""Skip to an offset in a query.
|
||
|
|
|
||
|
|
If the current query already has specified an offset, this will
|
||
|
|
overwrite it.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
num_to_skip (int): The number of results to skip at the beginning
|
||
|
|
of query results. (Must be non-negative.)
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
An offset query. Acts as a copy of the current query, modified
|
||
|
|
with the newly added "offset" field.
|
||
|
|
"""
|
||
|
|
return self.__class__(
|
||
|
|
self._parent,
|
||
|
|
projection=self._projection,
|
||
|
|
field_filters=self._field_filters,
|
||
|
|
orders=self._orders,
|
||
|
|
limit=self._limit,
|
||
|
|
limit_to_last=self._limit_to_last,
|
||
|
|
offset=num_to_skip,
|
||
|
|
start_at=self._start_at,
|
||
|
|
end_at=self._end_at,
|
||
|
|
all_descendants=self._all_descendants,
|
||
|
|
)
|
||
|
|
|
||
|
|
def _check_snapshot(self, document_snapshot):
|
||
|
|
"""Validate local snapshots for non-collection-group queries.
|
||
|
|
|
||
|
|
Raises:
|
||
|
|
ValueError: for non-collection-group queries, if the snapshot
|
||
|
|
is from a different collection.
|
||
|
|
"""
|
||
|
|
if self._all_descendants:
|
||
|
|
return
|
||
|
|
|
||
|
|
if document_snapshot.reference._path[:-1] != self._parent._path:
|
||
|
|
raise ValueError("Cannot use snapshot from another collection as a cursor.")
|
||
|
|
|
||
|
|
def _cursor_helper(self, document_fields_or_snapshot, before, start):
|
||
|
|
"""Set values to be used for a ``start_at`` or ``end_at`` cursor.
|
||
|
|
|
||
|
|
The values will later be used in a query protobuf.
|
||
|
|
|
||
|
|
When the query is sent to the server, the ``document_fields_or_snapshot`` will
|
||
|
|
be used in the order given by fields set by
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.order_by`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
document_fields_or_snapshot
|
||
|
|
(Union[:class:`~google.cloud.firestore_v1.document.DocumentSnapshot`, dict, list, tuple]):
|
||
|
|
a document snapshot or a dictionary/list/tuple of fields
|
||
|
|
representing a query results cursor. A cursor is a collection
|
||
|
|
of values that represent a position in a query result set.
|
||
|
|
before (bool): Flag indicating if the document in
|
||
|
|
``document_fields_or_snapshot`` should (:data:`False`) or
|
||
|
|
shouldn't (:data:`True`) be included in the result set.
|
||
|
|
start (Optional[bool]): determines if the cursor is a ``start_at``
|
||
|
|
cursor (:data:`True`) or an ``end_at`` cursor (:data:`False`).
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
A query with cursor. Acts as a copy of the current query, modified
|
||
|
|
with the newly added "start at" cursor.
|
||
|
|
"""
|
||
|
|
if isinstance(document_fields_or_snapshot, tuple):
|
||
|
|
document_fields_or_snapshot = list(document_fields_or_snapshot)
|
||
|
|
elif isinstance(document_fields_or_snapshot, document.DocumentSnapshot):
|
||
|
|
self._check_snapshot(document_fields_or_snapshot)
|
||
|
|
else:
|
||
|
|
# NOTE: We copy so that the caller can't modify after calling.
|
||
|
|
document_fields_or_snapshot = copy.deepcopy(document_fields_or_snapshot)
|
||
|
|
|
||
|
|
cursor_pair = document_fields_or_snapshot, before
|
||
|
|
query_kwargs = {
|
||
|
|
"projection": self._projection,
|
||
|
|
"field_filters": self._field_filters,
|
||
|
|
"orders": self._orders,
|
||
|
|
"limit": self._limit,
|
||
|
|
"offset": self._offset,
|
||
|
|
"all_descendants": self._all_descendants,
|
||
|
|
}
|
||
|
|
if start:
|
||
|
|
query_kwargs["start_at"] = cursor_pair
|
||
|
|
query_kwargs["end_at"] = self._end_at
|
||
|
|
else:
|
||
|
|
query_kwargs["start_at"] = self._start_at
|
||
|
|
query_kwargs["end_at"] = cursor_pair
|
||
|
|
|
||
|
|
return self.__class__(self._parent, **query_kwargs)
|
||
|
|
|
||
|
|
def start_at(self, document_fields_or_snapshot):
|
||
|
|
"""Start query results at a particular document value.
|
||
|
|
|
||
|
|
The result set will **include** the document specified by
|
||
|
|
``document_fields_or_snapshot``.
|
||
|
|
|
||
|
|
If the current query already has specified a start cursor -- either
|
||
|
|
via this method or
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.start_after` -- this
|
||
|
|
will overwrite it.
|
||
|
|
|
||
|
|
When the query is sent to the server, the ``document_fields_or_snapshot`` will
|
||
|
|
be used in the order given by fields set by
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.order_by`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
document_fields_or_snapshot
|
||
|
|
(Union[:class:`~google.cloud.firestore_v1.document.DocumentSnapshot`, dict, list, tuple]):
|
||
|
|
a document snapshot or a dictionary/list/tuple of fields
|
||
|
|
representing a query results cursor. A cursor is a collection
|
||
|
|
of values that represent a position in a query result set.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
A query with cursor. Acts as
|
||
|
|
a copy of the current query, modified with the newly added
|
||
|
|
"start at" cursor.
|
||
|
|
"""
|
||
|
|
return self._cursor_helper(document_fields_or_snapshot, before=True, start=True)
|
||
|
|
|
||
|
|
def start_after(self, document_fields_or_snapshot):
|
||
|
|
"""Start query results after a particular document value.
|
||
|
|
|
||
|
|
The result set will **exclude** the document specified by
|
||
|
|
``document_fields_or_snapshot``.
|
||
|
|
|
||
|
|
If the current query already has specified a start cursor -- either
|
||
|
|
via this method or
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.start_at` -- this will
|
||
|
|
overwrite it.
|
||
|
|
|
||
|
|
When the query is sent to the server, the ``document_fields_or_snapshot`` will
|
||
|
|
be used in the order given by fields set by
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.order_by`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
document_fields_or_snapshot
|
||
|
|
(Union[:class:`~google.cloud.firestore_v1.document.DocumentSnapshot`, dict, list, tuple]):
|
||
|
|
a document snapshot or a dictionary/list/tuple of fields
|
||
|
|
representing a query results cursor. A cursor is a collection
|
||
|
|
of values that represent a position in a query result set.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
A query with cursor. Acts as a copy of the current query, modified
|
||
|
|
with the newly added "start after" cursor.
|
||
|
|
"""
|
||
|
|
return self._cursor_helper(
|
||
|
|
document_fields_or_snapshot, before=False, start=True
|
||
|
|
)
|
||
|
|
|
||
|
|
def end_before(self, document_fields_or_snapshot):
|
||
|
|
"""End query results before a particular document value.
|
||
|
|
|
||
|
|
The result set will **exclude** the document specified by
|
||
|
|
``document_fields_or_snapshot``.
|
||
|
|
|
||
|
|
If the current query already has specified an end cursor -- either
|
||
|
|
via this method or
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.end_at` -- this will
|
||
|
|
overwrite it.
|
||
|
|
|
||
|
|
When the query is sent to the server, the ``document_fields_or_snapshot`` will
|
||
|
|
be used in the order given by fields set by
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.order_by`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
document_fields_or_snapshot
|
||
|
|
(Union[:class:`~google.cloud.firestore_v1.document.DocumentSnapshot`, dict, list, tuple]):
|
||
|
|
a document snapshot or a dictionary/list/tuple of fields
|
||
|
|
representing a query results cursor. A cursor is a collection
|
||
|
|
of values that represent a position in a query result set.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
A query with cursor. Acts as a copy of the current query, modified
|
||
|
|
with the newly added "end before" cursor.
|
||
|
|
"""
|
||
|
|
return self._cursor_helper(
|
||
|
|
document_fields_or_snapshot, before=True, start=False
|
||
|
|
)
|
||
|
|
|
||
|
|
def end_at(self, document_fields_or_snapshot):
|
||
|
|
"""End query results at a particular document value.
|
||
|
|
|
||
|
|
The result set will **include** the document specified by
|
||
|
|
``document_fields_or_snapshot``.
|
||
|
|
|
||
|
|
If the current query already has specified an end cursor -- either
|
||
|
|
via this method or
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.end_before` -- this will
|
||
|
|
overwrite it.
|
||
|
|
|
||
|
|
When the query is sent to the server, the ``document_fields_or_snapshot`` will
|
||
|
|
be used in the order given by fields set by
|
||
|
|
:meth:`~google.cloud.firestore_v1.query.Query.order_by`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
document_fields_or_snapshot
|
||
|
|
(Union[:class:`~google.cloud.firestore_v1.document.DocumentSnapshot`, dict, list, tuple]):
|
||
|
|
a document snapshot or a dictionary/list/tuple of fields
|
||
|
|
representing a query results cursor. A cursor is a collection
|
||
|
|
of values that represent a position in a query result set.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`~google.cloud.firestore_v1.query.Query`:
|
||
|
|
A query with cursor. Acts as a copy of the current query, modified
|
||
|
|
with the newly added "end at" cursor.
|
||
|
|
"""
|
||
|
|
return self._cursor_helper(
|
||
|
|
document_fields_or_snapshot, before=False, start=False
|
||
|
|
)
|
||
|
|
|
||
|
|
def _filters_pb(self):
|
||
|
|
"""Convert all the filters into a single generic Filter protobuf.
|
||
|
|
|
||
|
|
This may be a lone field filter or unary filter, may be a composite
|
||
|
|
filter or may be :data:`None`.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`google.cloud.firestore_v1.types.StructuredQuery.Filter`:
|
||
|
|
A "generic" filter representing the current query's filters.
|
||
|
|
"""
|
||
|
|
num_filters = len(self._field_filters)
|
||
|
|
if num_filters == 0:
|
||
|
|
return None
|
||
|
|
elif num_filters == 1:
|
||
|
|
return _filter_pb(self._field_filters[0])
|
||
|
|
else:
|
||
|
|
composite_filter = query_pb2.StructuredQuery.CompositeFilter(
|
||
|
|
op=enums.StructuredQuery.CompositeFilter.Operator.AND,
|
||
|
|
filters=[_filter_pb(filter_) for filter_ in self._field_filters],
|
||
|
|
)
|
||
|
|
return query_pb2.StructuredQuery.Filter(composite_filter=composite_filter)
|
||
|
|
|
||
|
|
@staticmethod
|
||
|
|
def _normalize_projection(projection):
|
||
|
|
"""Helper: convert field paths to message."""
|
||
|
|
if projection is not None:
|
||
|
|
|
||
|
|
fields = list(projection.fields)
|
||
|
|
|
||
|
|
if not fields:
|
||
|
|
field_ref = query_pb2.StructuredQuery.FieldReference(
|
||
|
|
field_path="__name__"
|
||
|
|
)
|
||
|
|
return query_pb2.StructuredQuery.Projection(fields=[field_ref])
|
||
|
|
|
||
|
|
return projection
|
||
|
|
|
||
|
|
def _normalize_orders(self):
|
||
|
|
"""Helper: adjust orders based on cursors, where clauses."""
|
||
|
|
orders = list(self._orders)
|
||
|
|
_has_snapshot_cursor = False
|
||
|
|
|
||
|
|
if self._start_at:
|
||
|
|
if isinstance(self._start_at[0], document.DocumentSnapshot):
|
||
|
|
_has_snapshot_cursor = True
|
||
|
|
|
||
|
|
if self._end_at:
|
||
|
|
if isinstance(self._end_at[0], document.DocumentSnapshot):
|
||
|
|
_has_snapshot_cursor = True
|
||
|
|
|
||
|
|
if _has_snapshot_cursor:
|
||
|
|
should_order = [
|
||
|
|
_enum_from_op_string(key)
|
||
|
|
for key in _COMPARISON_OPERATORS
|
||
|
|
if key not in (_EQ_OP, "array_contains")
|
||
|
|
]
|
||
|
|
order_keys = [order.field.field_path for order in orders]
|
||
|
|
for filter_ in self._field_filters:
|
||
|
|
field = filter_.field.field_path
|
||
|
|
if filter_.op in should_order and field not in order_keys:
|
||
|
|
orders.append(self._make_order(field, "ASCENDING"))
|
||
|
|
if not orders:
|
||
|
|
orders.append(self._make_order("__name__", "ASCENDING"))
|
||
|
|
else:
|
||
|
|
order_keys = [order.field.field_path for order in orders]
|
||
|
|
if "__name__" not in order_keys:
|
||
|
|
direction = orders[-1].direction # enum?
|
||
|
|
orders.append(self._make_order("__name__", direction))
|
||
|
|
|
||
|
|
return orders
|
||
|
|
|
||
|
|
def _normalize_cursor(self, cursor, orders):
|
||
|
|
"""Helper: convert cursor to a list of values based on orders."""
|
||
|
|
if cursor is None:
|
||
|
|
return
|
||
|
|
|
||
|
|
if not orders:
|
||
|
|
raise ValueError(_NO_ORDERS_FOR_CURSOR)
|
||
|
|
|
||
|
|
document_fields, before = cursor
|
||
|
|
|
||
|
|
order_keys = [order.field.field_path for order in orders]
|
||
|
|
|
||
|
|
if isinstance(document_fields, document.DocumentSnapshot):
|
||
|
|
snapshot = document_fields
|
||
|
|
document_fields = snapshot.to_dict()
|
||
|
|
document_fields["__name__"] = snapshot.reference
|
||
|
|
|
||
|
|
if isinstance(document_fields, dict):
|
||
|
|
# Transform to list using orders
|
||
|
|
values = []
|
||
|
|
data = document_fields
|
||
|
|
for order_key in order_keys:
|
||
|
|
try:
|
||
|
|
if order_key in data:
|
||
|
|
values.append(data[order_key])
|
||
|
|
else:
|
||
|
|
values.append(
|
||
|
|
field_path_module.get_nested_value(order_key, data)
|
||
|
|
)
|
||
|
|
except KeyError:
|
||
|
|
msg = _MISSING_ORDER_BY.format(order_key, data)
|
||
|
|
raise ValueError(msg)
|
||
|
|
document_fields = values
|
||
|
|
|
||
|
|
if len(document_fields) != len(orders):
|
||
|
|
msg = _MISMATCH_CURSOR_W_ORDER_BY.format(document_fields, order_keys)
|
||
|
|
raise ValueError(msg)
|
||
|
|
|
||
|
|
_transform_bases = (transforms.Sentinel, transforms._ValueList)
|
||
|
|
|
||
|
|
for index, key_field in enumerate(zip(order_keys, document_fields)):
|
||
|
|
key, field = key_field
|
||
|
|
|
||
|
|
if isinstance(field, _transform_bases):
|
||
|
|
msg = _INVALID_CURSOR_TRANSFORM
|
||
|
|
raise ValueError(msg)
|
||
|
|
|
||
|
|
if key == "__name__" and isinstance(field, six.string_types):
|
||
|
|
document_fields[index] = self._parent.document(field)
|
||
|
|
|
||
|
|
return document_fields, before
|
||
|
|
|
||
|
|
def _to_protobuf(self):
|
||
|
|
"""Convert the current query into the equivalent protobuf.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
:class:`google.cloud.firestore_v1.types.StructuredQuery`:
|
||
|
|
The query protobuf.
|
||
|
|
"""
|
||
|
|
projection = self._normalize_projection(self._projection)
|
||
|
|
orders = self._normalize_orders()
|
||
|
|
start_at = self._normalize_cursor(self._start_at, orders)
|
||
|
|
end_at = self._normalize_cursor(self._end_at, orders)
|
||
|
|
|
||
|
|
query_kwargs = {
|
||
|
|
"select": projection,
|
||
|
|
"from": [
|
||
|
|
query_pb2.StructuredQuery.CollectionSelector(
|
||
|
|
collection_id=self._parent.id, all_descendants=self._all_descendants
|
||
|
|
)
|
||
|
|
],
|
||
|
|
"where": self._filters_pb(),
|
||
|
|
"order_by": orders,
|
||
|
|
"start_at": _cursor_pb(start_at),
|
||
|
|
"end_at": _cursor_pb(end_at),
|
||
|
|
}
|
||
|
|
if self._offset is not None:
|
||
|
|
query_kwargs["offset"] = self._offset
|
||
|
|
if self._limit is not None:
|
||
|
|
query_kwargs["limit"] = wrappers_pb2.Int32Value(value=self._limit)
|
||
|
|
|
||
|
|
return query_pb2.StructuredQuery(**query_kwargs)
|
||
|
|
|
||
|
|
def get(self, transaction=None):
|
||
|
|
"""Read the documents in the collection that match this query.
|
||
|
|
|
||
|
|
This sends a ``RunQuery`` RPC and returns a list of documents
|
||
|
|
returned in the stream of ``RunQueryResponse`` messages.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
transaction
|
||
|
|
(Optional[:class:`~google.cloud.firestore_v1.transaction.Transaction`]):
|
||
|
|
An existing transaction that this query will run in.
|
||
|
|
|
||
|
|
If a ``transaction`` is used and it already has write operations
|
||
|
|
added, this method cannot be used (i.e. read-after-write is not
|
||
|
|
allowed).
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
list: The documents in the collection that match this query.
|
||
|
|
"""
|
||
|
|
is_limited_to_last = self._limit_to_last
|
||
|
|
|
||
|
|
if self._limit_to_last:
|
||
|
|
# In order to fetch up to `self._limit` results from the end of the
|
||
|
|
# query flip the defined ordering on the query to start from the
|
||
|
|
# end, retrieving up to `self._limit` results from the backend.
|
||
|
|
for order in self._orders:
|
||
|
|
order.direction = _enum_from_direction(
|
||
|
|
self.DESCENDING
|
||
|
|
if order.direction == self.ASCENDING
|
||
|
|
else self.ASCENDING
|
||
|
|
)
|
||
|
|
self._limit_to_last = False
|
||
|
|
|
||
|
|
result = self.stream(transaction=transaction)
|
||
|
|
if is_limited_to_last:
|
||
|
|
result = reversed(list(result))
|
||
|
|
|
||
|
|
return list(result)
|
||
|
|
|
||
|
|
def stream(self, transaction=None):
|
||
|
|
"""Read the documents in the collection that match this query.
|
||
|
|
|
||
|
|
This sends a ``RunQuery`` RPC and then returns an iterator which
|
||
|
|
consumes each document returned in the stream of ``RunQueryResponse``
|
||
|
|
messages.
|
||
|
|
|
||
|
|
.. note::
|
||
|
|
|
||
|
|
The underlying stream of responses will time out after
|
||
|
|
the ``max_rpc_timeout_millis`` value set in the GAPIC
|
||
|
|
client configuration for the ``RunQuery`` API. Snapshots
|
||
|
|
not consumed from the iterator before that point will be lost.
|
||
|
|
|
||
|
|
If a ``transaction`` is used and it already has write operations
|
||
|
|
added, this method cannot be used (i.e. read-after-write is not
|
||
|
|
allowed).
|
||
|
|
|
||
|
|
Args:
|
||
|
|
transaction
|
||
|
|
(Optional[:class:`~google.cloud.firestore_v1.transaction.Transaction`]):
|
||
|
|
An existing transaction that this query will run in.
|
||
|
|
|
||
|
|
Yields:
|
||
|
|
:class:`~google.cloud.firestore_v1.document.DocumentSnapshot`:
|
||
|
|
The next document that fulfills the query.
|
||
|
|
"""
|
||
|
|
if self._limit_to_last:
|
||
|
|
raise ValueError(
|
||
|
|
"Query results for queries that include limit_to_last() "
|
||
|
|
"constraints cannot be streamed. Use Query.get() instead."
|
||
|
|
)
|
||
|
|
parent_path, expected_prefix = self._parent._parent_info()
|
||
|
|
response_iterator = self._client._firestore_api.run_query(
|
||
|
|
parent_path,
|
||
|
|
self._to_protobuf(),
|
||
|
|
transaction=_helpers.get_transaction_id(transaction),
|
||
|
|
metadata=self._client._rpc_metadata,
|
||
|
|
)
|
||
|
|
|
||
|
|
for response in response_iterator:
|
||
|
|
if self._all_descendants:
|
||
|
|
snapshot = _collection_group_query_response_to_snapshot(
|
||
|
|
response, self._parent
|
||
|
|
)
|
||
|
|
else:
|
||
|
|
snapshot = _query_response_to_snapshot(
|
||
|
|
response, self._parent, expected_prefix
|
||
|
|
)
|
||
|
|
if snapshot is not None:
|
||
|
|
yield snapshot
|
||
|
|
|
||
|
|
def on_snapshot(self, callback):
|
||
|
|
"""Monitor the documents in this collection that match this query.
|
||
|
|
|
||
|
|
This starts a watch on this query using a background thread. The
|
||
|
|
provided callback is run on the snapshot of the documents.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
callback (Callable[List[:class:`~google.cloud.firestore_v1.query.QuerySnapshot`], \
|
||
|
|
List[:class:`~google.cloud.firestore_v1.watch.DocumentChange`], datetime.datetime], NoneType):
|
||
|
|
a callback to run when a change occurs.
|
||
|
|
|
||
|
|
Example:
|
||
|
|
|
||
|
|
.. code-block:: python
|
||
|
|
|
||
|
|
from google.cloud import firestore_v1
|
||
|
|
|
||
|
|
db = firestore_v1.Client()
|
||
|
|
query_ref = db.collection(u'users').where("user", "==", u'Ada')
|
||
|
|
|
||
|
|
def on_snapshot(docs, changes, read_time):
|
||
|
|
for doc in docs:
|
||
|
|
print(u'{} => {}'.format(doc.id, doc.to_dict()))
|
||
|
|
|
||
|
|
# Watch this query
|
||
|
|
query_watch = query_ref.on_snapshot(on_snapshot)
|
||
|
|
|
||
|
|
# Terminate this watch
|
||
|
|
query_watch.unsubscribe()
|
||
|
|
"""
|
||
|
|
return Watch.for_query(
|
||
|
|
self, callback, document.DocumentSnapshot, document.DocumentReference
|
||
|
|
)
|
||
|
|
|
||
|
|
def _comparator(self, doc1, doc2):
|
||
|
|
_orders = self._orders
|
||
|
|
|
||
|
|
# Add implicit sorting by name, using the last specified direction.
|
||
|
|
if len(_orders) == 0:
|
||
|
|
lastDirection = Query.ASCENDING
|
||
|
|
else:
|
||
|
|
if _orders[-1].direction == 1:
|
||
|
|
lastDirection = Query.ASCENDING
|
||
|
|
else:
|
||
|
|
lastDirection = Query.DESCENDING
|
||
|
|
|
||
|
|
orderBys = list(_orders)
|
||
|
|
|
||
|
|
order_pb = query_pb2.StructuredQuery.Order(
|
||
|
|
field=query_pb2.StructuredQuery.FieldReference(field_path="id"),
|
||
|
|
direction=_enum_from_direction(lastDirection),
|
||
|
|
)
|
||
|
|
orderBys.append(order_pb)
|
||
|
|
|
||
|
|
for orderBy in orderBys:
|
||
|
|
if orderBy.field.field_path == "id":
|
||
|
|
# If ordering by docuent id, compare resource paths.
|
||
|
|
comp = Order()._compare_to(doc1.reference._path, doc2.reference._path)
|
||
|
|
else:
|
||
|
|
if (
|
||
|
|
orderBy.field.field_path not in doc1._data
|
||
|
|
or orderBy.field.field_path not in doc2._data
|
||
|
|
):
|
||
|
|
raise ValueError(
|
||
|
|
"Can only compare fields that exist in the "
|
||
|
|
"DocumentSnapshot. Please include the fields you are "
|
||
|
|
"ordering on in your select() call."
|
||
|
|
)
|
||
|
|
v1 = doc1._data[orderBy.field.field_path]
|
||
|
|
v2 = doc2._data[orderBy.field.field_path]
|
||
|
|
encoded_v1 = _helpers.encode_value(v1)
|
||
|
|
encoded_v2 = _helpers.encode_value(v2)
|
||
|
|
comp = Order().compare(encoded_v1, encoded_v2)
|
||
|
|
|
||
|
|
if comp != 0:
|
||
|
|
# 1 == Ascending, -1 == Descending
|
||
|
|
return orderBy.direction * comp
|
||
|
|
|
||
|
|
return 0
|
||
|
|
|
||
|
|
|
||
|
|
def _enum_from_op_string(op_string):
|
||
|
|
"""Convert a string representation of a binary operator to an enum.
|
||
|
|
|
||
|
|
These enums come from the protobuf message definition
|
||
|
|
``StructuredQuery.FieldFilter.Operator``.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
op_string (str): A comparison operation in the form of a string.
|
||
|
|
Acceptable values are ``<``, ``<=``, ``==``, ``>=``
|
||
|
|
and ``>``.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
int: The enum corresponding to ``op_string``.
|
||
|
|
|
||
|
|
Raises:
|
||
|
|
ValueError: If ``op_string`` is not a valid operator.
|
||
|
|
"""
|
||
|
|
try:
|
||
|
|
return _COMPARISON_OPERATORS[op_string]
|
||
|
|
except KeyError:
|
||
|
|
choices = ", ".join(sorted(_COMPARISON_OPERATORS.keys()))
|
||
|
|
msg = _BAD_OP_STRING.format(op_string, choices)
|
||
|
|
raise ValueError(msg)
|
||
|
|
|
||
|
|
|
||
|
|
def _isnan(value):
|
||
|
|
"""Check if a value is NaN.
|
||
|
|
|
||
|
|
This differs from ``math.isnan`` in that **any** input type is
|
||
|
|
allowed.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
value (Any): A value to check for NaN-ness.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
bool: Indicates if the value is the NaN float.
|
||
|
|
"""
|
||
|
|
if isinstance(value, float):
|
||
|
|
return math.isnan(value)
|
||
|
|
else:
|
||
|
|
return False
|
||
|
|
|
||
|
|
|
||
|
|
def _enum_from_direction(direction):
|
||
|
|
"""Convert a string representation of a direction to an enum.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
direction (str): A direction to order by. Must be one of
|
||
|
|
:attr:`~google.cloud.firestore.Query.ASCENDING` or
|
||
|
|
:attr:`~google.cloud.firestore.Query.DESCENDING`.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
int: The enum corresponding to ``direction``.
|
||
|
|
|
||
|
|
Raises:
|
||
|
|
ValueError: If ``direction`` is not a valid direction.
|
||
|
|
"""
|
||
|
|
if isinstance(direction, int):
|
||
|
|
return direction
|
||
|
|
|
||
|
|
if direction == Query.ASCENDING:
|
||
|
|
return enums.StructuredQuery.Direction.ASCENDING
|
||
|
|
elif direction == Query.DESCENDING:
|
||
|
|
return enums.StructuredQuery.Direction.DESCENDING
|
||
|
|
else:
|
||
|
|
msg = _BAD_DIR_STRING.format(direction, Query.ASCENDING, Query.DESCENDING)
|
||
|
|
raise ValueError(msg)
|
||
|
|
|
||
|
|
|
||
|
|
def _filter_pb(field_or_unary):
|
||
|
|
"""Convert a specific protobuf filter to the generic filter type.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
field_or_unary (Union[google.cloud.proto.firestore.v1.\
|
||
|
|
query_pb2.StructuredQuery.FieldFilter, google.cloud.proto.\
|
||
|
|
firestore.v1.query_pb2.StructuredQuery.FieldFilter]): A
|
||
|
|
field or unary filter to convert to a generic filter.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
google.cloud.firestore_v1.types.\
|
||
|
|
StructuredQuery.Filter: A "generic" filter.
|
||
|
|
|
||
|
|
Raises:
|
||
|
|
ValueError: If ``field_or_unary`` is not a field or unary filter.
|
||
|
|
"""
|
||
|
|
if isinstance(field_or_unary, query_pb2.StructuredQuery.FieldFilter):
|
||
|
|
return query_pb2.StructuredQuery.Filter(field_filter=field_or_unary)
|
||
|
|
elif isinstance(field_or_unary, query_pb2.StructuredQuery.UnaryFilter):
|
||
|
|
return query_pb2.StructuredQuery.Filter(unary_filter=field_or_unary)
|
||
|
|
else:
|
||
|
|
raise ValueError("Unexpected filter type", type(field_or_unary), field_or_unary)
|
||
|
|
|
||
|
|
|
||
|
|
def _cursor_pb(cursor_pair):
|
||
|
|
"""Convert a cursor pair to a protobuf.
|
||
|
|
|
||
|
|
If ``cursor_pair`` is :data:`None`, just returns :data:`None`.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
cursor_pair (Optional[Tuple[list, bool]]): Two-tuple of
|
||
|
|
|
||
|
|
* a list of field values.
|
||
|
|
* a ``before`` flag
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
Optional[google.cloud.firestore_v1.types.Cursor]: A
|
||
|
|
protobuf cursor corresponding to the values.
|
||
|
|
"""
|
||
|
|
if cursor_pair is not None:
|
||
|
|
data, before = cursor_pair
|
||
|
|
value_pbs = [_helpers.encode_value(value) for value in data]
|
||
|
|
return query_pb2.Cursor(values=value_pbs, before=before)
|
||
|
|
|
||
|
|
|
||
|
|
def _query_response_to_snapshot(response_pb, collection, expected_prefix):
|
||
|
|
"""Parse a query response protobuf to a document snapshot.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
response_pb (google.cloud.proto.firestore.v1.\
|
||
|
|
firestore_pb2.RunQueryResponse): A
|
||
|
|
collection (:class:`~google.cloud.firestore_v1.collection.CollectionReference`):
|
||
|
|
A reference to the collection that initiated the query.
|
||
|
|
expected_prefix (str): The expected prefix for fully-qualified
|
||
|
|
document names returned in the query results. This can be computed
|
||
|
|
directly from ``collection`` via :meth:`_parent_info`.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
Optional[:class:`~google.cloud.firestore.document.DocumentSnapshot`]:
|
||
|
|
A snapshot of the data returned in the query. If
|
||
|
|
``response_pb.document`` is not set, the snapshot will be :data:`None`.
|
||
|
|
"""
|
||
|
|
if not response_pb.HasField("document"):
|
||
|
|
return None
|
||
|
|
|
||
|
|
document_id = _helpers.get_doc_id(response_pb.document, expected_prefix)
|
||
|
|
reference = collection.document(document_id)
|
||
|
|
data = _helpers.decode_dict(response_pb.document.fields, collection._client)
|
||
|
|
snapshot = document.DocumentSnapshot(
|
||
|
|
reference,
|
||
|
|
data,
|
||
|
|
exists=True,
|
||
|
|
read_time=response_pb.read_time,
|
||
|
|
create_time=response_pb.document.create_time,
|
||
|
|
update_time=response_pb.document.update_time,
|
||
|
|
)
|
||
|
|
return snapshot
|
||
|
|
|
||
|
|
|
||
|
|
def _collection_group_query_response_to_snapshot(response_pb, collection):
|
||
|
|
"""Parse a query response protobuf to a document snapshot.
|
||
|
|
|
||
|
|
Args:
|
||
|
|
response_pb (google.cloud.proto.firestore.v1.\
|
||
|
|
firestore_pb2.RunQueryResponse): A
|
||
|
|
collection (:class:`~google.cloud.firestore_v1.collection.CollectionReference`):
|
||
|
|
A reference to the collection that initiated the query.
|
||
|
|
|
||
|
|
Returns:
|
||
|
|
Optional[:class:`~google.cloud.firestore.document.DocumentSnapshot`]:
|
||
|
|
A snapshot of the data returned in the query. If
|
||
|
|
``response_pb.document`` is not set, the snapshot will be :data:`None`.
|
||
|
|
"""
|
||
|
|
if not response_pb.HasField("document"):
|
||
|
|
return None
|
||
|
|
reference = collection._client.document(response_pb.document.name)
|
||
|
|
data = _helpers.decode_dict(response_pb.document.fields, collection._client)
|
||
|
|
snapshot = document.DocumentSnapshot(
|
||
|
|
reference,
|
||
|
|
data,
|
||
|
|
exists=True,
|
||
|
|
read_time=response_pb.read_time,
|
||
|
|
create_time=response_pb.document.create_time,
|
||
|
|
update_time=response_pb.document.update_time,
|
||
|
|
)
|
||
|
|
return snapshot
|