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import copy |
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import logging |
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from botocore import xform_name |
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from .action import BatchAction |
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from .params import create_request_parameters |
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from .response import ResourceHandler |
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logger = logging.getLogger(__name__) |
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class ResourceCollection(object): |
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""" |
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Represents a collection of resources, which can be iterated through, |
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optionally with filtering. Collections automatically handle pagination |
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for you. |
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See :ref:`guide_collections` for a high-level overview of collections, |
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including when remote service requests are performed. |
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:type model: :py:class:`~boto3.resources.model.Collection` |
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:param model: Collection model |
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:type parent: :py:class:`~boto3.resources.base.ServiceResource` |
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:param parent: The collection's parent resource |
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:type handler: :py:class:`~boto3.resources.response.ResourceHandler` |
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:param handler: The resource response handler used to create resource |
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instances |
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""" |
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def __init__(self, model, parent, handler, **kwargs): |
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self._model = model |
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self._parent = parent |
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self._py_operation_name = xform_name( |
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model.request.operation) |
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self._handler = handler |
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self._params = kwargs |
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def __repr__(self): |
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return '{0}({1}, {2})'.format( |
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self.__class__.__name__, |
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self._parent, |
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'{0}.{1}'.format( |
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self._parent.meta.service_name, |
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self._model.resource.type |
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) |
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) |
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def __iter__(self): |
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""" |
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A generator which yields resource instances after doing the |
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appropriate service operation calls and handling any pagination |
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on your behalf. |
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Page size, item limit, and filter parameters are applied |
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if they have previously been set. |
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>>> bucket = s3.Bucket('boto3') |
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>>> for obj in bucket.objects.all(): |
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... print(obj.key) |
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'key1' |
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'key2' |
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""" |
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limit = self._params.get('limit', None) |
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count = 0 |
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for page in self.pages(): |
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for item in page: |
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yield item |
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count += 1 |
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if limit is not None and count >= limit: |
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return |
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def _clone(self, **kwargs): |
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""" |
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Create a clone of this collection. This is used by the methods |
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below to provide a chainable interface that returns copies |
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rather than the original. This allows things like: |
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>>> base = collection.filter(Param1=1) |
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>>> query1 = base.filter(Param2=2) |
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>>> query2 = base.filter(Param3=3) |
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>>> query1.params |
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{'Param1': 1, 'Param2': 2} |
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>>> query2.params |
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{'Param1': 1, 'Param3': 3} |
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:rtype: :py:class:`ResourceCollection` |
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:return: A clone of this resource collection |
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""" |
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params = copy.deepcopy(self._params) |
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params.update(kwargs) |
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clone = self.__class__(self._model, self._parent, |
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self._handler, **params) |
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return clone |
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def pages(self): |
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""" |
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A generator which yields pages of resource instances after |
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doing the appropriate service operation calls and handling |
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any pagination on your behalf. Non-paginated calls will |
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return a single page of items. |
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Page size, item limit, and filter parameters are applied |
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if they have previously been set. |
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>>> bucket = s3.Bucket('boto3') |
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>>> for page in bucket.objects.pages(): |
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... for obj in page: |
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... print(obj.key) |
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'key1' |
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'key2' |
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:rtype: list(:py:class:`~boto3.resources.base.ServiceResource`) |
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:return: List of resource instances |
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""" |
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client = self._parent.meta.client |
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cleaned_params = self._params.copy() |
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limit = cleaned_params.pop('limit', None) |
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page_size = cleaned_params.pop('page_size', None) |
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params = create_request_parameters( |
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self._parent, self._model.request) |
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params.update(cleaned_params) |
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if client.can_paginate(self._py_operation_name): |
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logger.info('Calling paginated %s:%s with %r', |
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self._parent.meta.service_name, |
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self._py_operation_name, params) |
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paginator = client.get_paginator(self._py_operation_name) |
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pages = paginator.paginate( |
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max_items=limit, page_size=page_size, **params) |
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else: |
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logger.info('Calling %s:%s with %r', |
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self._parent.meta.service_name, |
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self._py_operation_name, params) |
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pages = [getattr(client, self._py_operation_name)(**params)] |
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count = 0 |
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for page in pages: |
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page_items = [] |
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for item in self._handler(self._parent, params, page): |
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page_items.append(item) |
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count += 1 |
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if limit is not None and count >= limit: |
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break |
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yield page_items |
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if limit is not None and count >= limit: |
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break |
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def all(self, limit=None, page_size=None): |
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""" |
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Get all items from the collection, optionally with a custom |
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page size and item count limit. |
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This method returns an iterable generator which yields |
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individual resource instances. Example use:: |
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# Iterate through items |
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>>> for queue in sqs.queues.all(): |
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... print(queue.url) |
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'https://url1' |
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'https://url2' |
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# Convert to list |
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>>> queues = list(sqs.queues.all()) |
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>>> len(queues) |
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2 |
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:type limit: int |
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:param limit: Return no more than this many items |
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:type page_size: int |
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:param page_size: Fetch this many items per request |
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:rtype: :py:class:`ResourceCollection` |
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""" |
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return self._clone(limit=limit, page_size=page_size) |
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def filter(self, **kwargs): |
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""" |
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Get items from the collection, passing keyword arguments along |
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as parameters to the underlying service operation, which are |
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typically used to filter the results. |
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This method returns an iterable generator which yields |
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individual resource instances. Example use:: |
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# Iterate through items |
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>>> for queue in sqs.queues.filter(Param='foo'): |
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... print(queue.url) |
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'https://url1' |
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'https://url2' |
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# Convert to list |
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>>> queues = list(sqs.queues.filter(Param='foo')) |
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>>> len(queues) |
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2 |
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:rtype: :py:class:`ResourceCollection` |
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""" |
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return self._clone(**kwargs) |
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def limit(self, count): |
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""" |
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Return at most this many resources. |
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>>> for bucket in s3.buckets.limit(5): |
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... print(bucket.name) |
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'bucket1' |
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'bucket2' |
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'bucket3' |
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'bucket4' |
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'bucket5' |
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:type count: int |
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:param count: Return no more than this many items |
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:rtype: :py:class:`ResourceCollection` |
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""" |
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return self._clone(limit=count) |
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def page_size(self, count): |
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""" |
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Fetch at most this many resources per service request. |
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>>> for obj in s3.Bucket('boto3').objects.page_size(100): |
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... print(obj.key) |
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:type count: int |
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:param count: Fetch this many items per request |
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:rtype: :py:class:`ResourceCollection` |
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""" |
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return self._clone(page_size=count) |
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class CollectionManager(object): |
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""" |
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A collection manager provides access to resource collection instances, |
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which can be iterated and filtered. The manager exposes some |
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convenience functions that are also found on resource collections, |
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such as :py:meth:`~ResourceCollection.all` and |
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:py:meth:`~ResourceCollection.filter`. |
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Get all items:: |
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>>> for bucket in s3.buckets.all(): |
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... print(bucket.name) |
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Get only some items via filtering:: |
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>>> for queue in sqs.queues.filter(QueueNamePrefix='AWS'): |
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... print(queue.url) |
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Get whole pages of items: |
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>>> for page in s3.Bucket('boto3').objects.pages(): |
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... for obj in page: |
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... print(obj.key) |
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A collection manager is not iterable. You **must** call one of the |
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methods that return a :py:class:`ResourceCollection` before trying |
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to iterate, slice, or convert to a list. |
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|
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See the :ref:`guide_collections` guide for a high-level overview |
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of collections, including when remote service requests are performed. |
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:type model: :py:class:`~boto3.resources.model.Collection` |
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:param model: Collection model |
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:type parent: :py:class:`~boto3.resources.base.ServiceResource` |
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:param parent: The collection's parent resource |
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:type factory: :py:class:`~boto3.resources.factory.ResourceFactory` |
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:param factory: The resource factory to create new resources |
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:type resource_defs: dict |
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:param resource_defs: Service resource definitions. |
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:type service_model: :ref:`botocore.model.ServiceModel` |
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:param service_model: The Botocore service model |
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""" |
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_collection_cls = ResourceCollection |
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def __init__(self, model, parent, factory, resource_defs, |
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service_model): |
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self._model = model |
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operation_name = self._model.request.operation |
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self._parent = parent |
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search_path = model.resource.path |
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self._handler = ResourceHandler(search_path, factory, resource_defs, |
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service_model, model.resource, operation_name) |
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def __repr__(self): |
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return '{0}({1}, {2})'.format( |
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self.__class__.__name__, |
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self._parent, |
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'{0}.{1}'.format( |
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self._parent.meta.service_name, |
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self._model.resource.type |
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) |
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) |
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def iterator(self, **kwargs): |
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""" |
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Get a resource collection iterator from this manager. |
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:rtype: :py:class:`ResourceCollection` |
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:return: An iterable representing the collection of resources |
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""" |
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return self._collection_cls(self._model, self._parent, |
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self._handler, **kwargs) |
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def all(self, limit=None, page_size=None): |
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return self.iterator(limit=limit, page_size=page_size) |
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all.__doc__ = ResourceCollection.all.__doc__ |
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def filter(self, **kwargs): |
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return self.iterator(**kwargs) |
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filter.__doc__ = ResourceCollection.filter.__doc__ |
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def limit(self, count): |
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return self.iterator(limit=count) |
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limit.__doc__ = ResourceCollection.limit.__doc__ |
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def page_size(self, count): |
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return self.iterator(page_size=count) |
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page_size.__doc__ = ResourceCollection.page_size.__doc__ |
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def pages(self): |
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return self.iterator().pages() |
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pages.__doc__ = ResourceCollection.pages.__doc__ |
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class CollectionFactory(object): |
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""" |
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A factory to create new |
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:py:class:`CollectionManager` and :py:class:`ResourceCollection` |
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subclasses from a :py:class:`~boto3.resources.model.Collection` |
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model. These subclasses include methods to perform batch operations. |
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""" |
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def load_from_definition(self, service_name, resource_name, |
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collection_name, model, resource_defs): |
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""" |
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Loads a collection from a model, creating a new |
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:py:class:`CollectionManager` subclass |
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with the correct properties and methods, named based on the service |
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and resource name, e.g. ec2.InstanceCollectionManager. It also |
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creates a new :py:class:`ResourceCollection` subclass which is used |
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by the new manager class. |
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:type service_name: string |
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:param service_name: Name of the service to look up |
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:type resource_name: string |
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:param resource_name: Name of the resource to look up. For services, |
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this should match the ``service_name``. |
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:type model: dict |
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:param model: The collection definition. |
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:type resource_defs: dict |
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:param resource_defs: The service's resource definitions, used to load |
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collection resources (e.g. ``sqs.Queue``). |
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:rtype: Subclass of |
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:py:class:`CollectionManager` |
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:return: The collection class. |
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""" |
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attrs = {} |
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self._load_batch_actions(attrs, model) |
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if service_name == resource_name: |
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cls_name = '{0}.{1}Collection'.format( |
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service_name, collection_name) |
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else: |
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cls_name = '{0}.{1}.{2}Collection'.format( |
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service_name, resource_name, collection_name) |
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collection_cls = type(str(cls_name), (ResourceCollection,), |
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attrs) |
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attrs['_collection_cls'] = collection_cls |
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cls_name += 'Manager' |
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return type(str(cls_name), (CollectionManager,), attrs) |
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def _load_batch_actions(self, attrs, model): |
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""" |
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Batch actions on the collection become methods on both |
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the collection manager and iterators. |
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""" |
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for action_model in model.batch_actions: |
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snake_cased = xform_name(action_model.name) |
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attrs[snake_cased] = self._create_batch_action( |
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snake_cased, action_model) |
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def _create_batch_action(factory_self, snake_cased, action_model): |
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""" |
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Creates a new method which makes a batch operation request |
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to the underlying service API. |
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""" |
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action = BatchAction(action_model) |
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def batch_action(self, *args, **kwargs): |
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return action(self, *args, **kwargs) |
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batch_action.__name__ = str(snake_cased) |
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batch_action.__doc__ = 'TODO' |
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return batch_action |
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