Mercurial > repos > shellac > guppy_basecaller
view env/lib/python3.7/site-packages/boto/dynamodb2/fields.py @ 0:26e78fe6e8c4 draft
"planemo upload commit c699937486c35866861690329de38ec1a5d9f783"
author | shellac |
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date | Sat, 02 May 2020 07:14:21 -0400 |
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from boto.dynamodb2.types import STRING class BaseSchemaField(object): """ An abstract class for defining schema fields. Contains most of the core functionality for the field. Subclasses must define an ``attr_type`` to pass to DynamoDB. """ attr_type = None def __init__(self, name, data_type=STRING): """ Creates a Python schema field, to represent the data to pass to DynamoDB. Requires a ``name`` parameter, which should be a string name of the field. Optionally accepts a ``data_type`` parameter, which should be a constant from ``boto.dynamodb2.types``. (Default: ``STRING``) """ self.name = name self.data_type = data_type def definition(self): """ Returns the attribute definition structure DynamoDB expects. Example:: >>> field.definition() { 'AttributeName': 'username', 'AttributeType': 'S', } """ return { 'AttributeName': self.name, 'AttributeType': self.data_type, } def schema(self): """ Returns the schema structure DynamoDB expects. Example:: >>> field.schema() { 'AttributeName': 'username', 'KeyType': 'HASH', } """ return { 'AttributeName': self.name, 'KeyType': self.attr_type, } class HashKey(BaseSchemaField): """ An field representing a hash key. Example:: >>> from boto.dynamodb2.types import NUMBER >>> HashKey('username') >>> HashKey('date_joined', data_type=NUMBER) """ attr_type = 'HASH' class RangeKey(BaseSchemaField): """ An field representing a range key. Example:: >>> from boto.dynamodb2.types import NUMBER >>> HashKey('username') >>> HashKey('date_joined', data_type=NUMBER) """ attr_type = 'RANGE' class BaseIndexField(object): """ An abstract class for defining schema indexes. Contains most of the core functionality for the index. Subclasses must define a ``projection_type`` to pass to DynamoDB. """ def __init__(self, name, parts): self.name = name self.parts = parts def definition(self): """ Returns the attribute definition structure DynamoDB expects. Example:: >>> index.definition() { 'AttributeName': 'username', 'AttributeType': 'S', } """ definition = [] for part in self.parts: definition.append({ 'AttributeName': part.name, 'AttributeType': part.data_type, }) return definition def schema(self): """ Returns the schema structure DynamoDB expects. Example:: >>> index.schema() { 'IndexName': 'LastNameIndex', 'KeySchema': [ { 'AttributeName': 'username', 'KeyType': 'HASH', }, ], 'Projection': { 'ProjectionType': 'KEYS_ONLY', } } """ key_schema = [] for part in self.parts: key_schema.append(part.schema()) return { 'IndexName': self.name, 'KeySchema': key_schema, 'Projection': { 'ProjectionType': self.projection_type, } } class AllIndex(BaseIndexField): """ An index signifying all fields should be in the index. Example:: >>> AllIndex('MostRecentlyJoined', parts=[ ... HashKey('username'), ... RangeKey('date_joined') ... ]) """ projection_type = 'ALL' class KeysOnlyIndex(BaseIndexField): """ An index signifying only key fields should be in the index. Example:: >>> KeysOnlyIndex('MostRecentlyJoined', parts=[ ... HashKey('username'), ... RangeKey('date_joined') ... ]) """ projection_type = 'KEYS_ONLY' class IncludeIndex(BaseIndexField): """ An index signifying only certain fields should be in the index. Example:: >>> IncludeIndex('GenderIndex', parts=[ ... HashKey('username'), ... RangeKey('date_joined') ... ], includes=['gender']) """ projection_type = 'INCLUDE' def __init__(self, *args, **kwargs): self.includes_fields = kwargs.pop('includes', []) super(IncludeIndex, self).__init__(*args, **kwargs) def schema(self): schema_data = super(IncludeIndex, self).schema() schema_data['Projection']['NonKeyAttributes'] = self.includes_fields return schema_data class GlobalBaseIndexField(BaseIndexField): """ An abstract class for defining global indexes. Contains most of the core functionality for the index. Subclasses must define a ``projection_type`` to pass to DynamoDB. """ throughput = { 'read': 5, 'write': 5, } def __init__(self, *args, **kwargs): throughput = kwargs.pop('throughput', None) if throughput is not None: self.throughput = throughput super(GlobalBaseIndexField, self).__init__(*args, **kwargs) def schema(self): """ Returns the schema structure DynamoDB expects. Example:: >>> index.schema() { 'IndexName': 'LastNameIndex', 'KeySchema': [ { 'AttributeName': 'username', 'KeyType': 'HASH', }, ], 'Projection': { 'ProjectionType': 'KEYS_ONLY', }, 'ProvisionedThroughput': { 'ReadCapacityUnits': 5, 'WriteCapacityUnits': 5 } } """ schema_data = super(GlobalBaseIndexField, self).schema() schema_data['ProvisionedThroughput'] = { 'ReadCapacityUnits': int(self.throughput['read']), 'WriteCapacityUnits': int(self.throughput['write']), } return schema_data class GlobalAllIndex(GlobalBaseIndexField): """ An index signifying all fields should be in the index. Example:: >>> GlobalAllIndex('MostRecentlyJoined', parts=[ ... HashKey('username'), ... RangeKey('date_joined') ... ], ... throughput={ ... 'read': 2, ... 'write': 1, ... }) """ projection_type = 'ALL' class GlobalKeysOnlyIndex(GlobalBaseIndexField): """ An index signifying only key fields should be in the index. Example:: >>> GlobalKeysOnlyIndex('MostRecentlyJoined', parts=[ ... HashKey('username'), ... RangeKey('date_joined') ... ], ... throughput={ ... 'read': 2, ... 'write': 1, ... }) """ projection_type = 'KEYS_ONLY' class GlobalIncludeIndex(GlobalBaseIndexField, IncludeIndex): """ An index signifying only certain fields should be in the index. Example:: >>> GlobalIncludeIndex('GenderIndex', parts=[ ... HashKey('username'), ... RangeKey('date_joined') ... ], ... includes=['gender'], ... throughput={ ... 'read': 2, ... 'write': 1, ... }) """ projection_type = 'INCLUDE' def __init__(self, *args, **kwargs): throughput = kwargs.pop('throughput', None) IncludeIndex.__init__(self, *args, **kwargs) if throughput: kwargs['throughput'] = throughput GlobalBaseIndexField.__init__(self, *args, **kwargs) def schema(self): # Pick up the includes. schema_data = IncludeIndex.schema(self) # Also the throughput. schema_data.update(GlobalBaseIndexField.schema(self)) return schema_data