def _create_projection_with_operation_collection(self, corpus: 'CdmCorpusDefinition', owner: 'CdmObject') -> 'CdmProjection':
"""Create a projection object with operations"""
projection = corpus.make_object(CdmObjectType.PROJECTION_DEF)
projection.source = corpus.make_object(CdmObjectType.ENTITY_REF, 'TestSource', True)
# AddCountAttribute Operation
add_count_attribute_op = CdmOperationAddCountAttribute(corpus.ctx)
add_count_attribute_op.count_attribute = corpus.make_object(CdmObjectType.TYPE_ATTRIBUTE_DEF)
projection.operations.append(add_count_attribute_op)
# AddSupportingAttribute Operation
add_supporting_attribute_op = CdmOperationAddSupportingAttribute(corpus.ctx)
add_supporting_attribute_op.supporting_attribute = corpus.make_object(CdmObjectType.TYPE_ATTRIBUTE_DEF)
projection.operations.append(add_supporting_attribute_op)
# AddTypeAttribute Operation
add_type_attribute_op = CdmOperationAddTypeAttribute(corpus.ctx)
add_type_attribute_op.type_attribute = corpus.make_object(CdmObjectType.TYPE_ATTRIBUTE_DEF)
projection.operations.append(add_type_attribute_op)
# ExcludeAttributes Operation
exclude_attributes_op = CdmOperationExcludeAttributes(corpus.ctx)
exclude_attributes_op.exclude_attributes = []
exclude_attributes_op.exclude_attributes.append('testAttribute1')
projection.operations.append(exclude_attributes_op)
# ArrayExpansion Operation
array_expansion_op = CdmOperationArrayExpansion(corpus.ctx)
array_expansion_op.start_ordinal = 0
array_expansion_op.end_ordinal = 1
projection.operations.append(array_expansion_op)
# CombineAttributes Operation
combine_attributes_op = CdmOperationCombineAttributes(corpus.ctx)
combine_attributes_op.select = []
combine_attributes_op.merge_into = corpus.make_object(CdmObjectType.TYPE_ATTRIBUTE_DEF)
combine_attributes_op.select.append('testAttribute1')
projection.operations.append(combine_attributes_op)
# RenameAttributes Operation
rename_attributes_op = CdmOperationRenameAttributes(corpus.ctx)
rename_attributes_op.rename_format = '{m}'
projection.operations.append(rename_attributes_op)
# ReplaceAsForeignKey Operation
replace_as_foreign_key_op = CdmOperationReplaceAsForeignKey(corpus.ctx)
replace_as_foreign_key_op.reference = 'testAttribute1'
replace_as_foreign_key_op.replace_with = corpus.make_object(CdmObjectType.TYPE_ATTRIBUTE_DEF, 'testForeignKey', False)
projection.operations.append(replace_as_foreign_key_op)
# IncludeAttributes Operation
include_attributes_op = CdmOperationIncludeAttributes(corpus.ctx)
include_attributes_op.include_attributes = []
include_attributes_op.include_attributes.append('testAttribute1')
projection.operations.append(include_attributes_op)
return projection
def apply_array_expansion(entity_attr: 'CdmEntityAttributeDefinition',
start_ordinal: int, end_ordinal: int,
rename_format: str, count_att_name: Optional[str]):
'''Applies the arrayExpansion operation to the entity attribute provided.
It also takes care of applying a renameattributes operation and optionally applying a addCountAttribute operation.'''
ctx = entity_attr.ctx
projection = CdmProjection(ctx)
projection.source = entity_attr.entity
projection.run_sequentially = True
# Link for the Condition property documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/convert-logical-entities-resolved-entities#condition
projection.condition = '!normalized'
entity_attr.entity = CdmEntityReference(ctx, projection, False)
# Link for the ArrayExpansion operation documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/projections/arrayexpansion
arr_expansion_operation = CdmOperationArrayExpansion(ctx)
arr_expansion_operation.start_ordinal = start_ordinal
arr_expansion_operation.end_ordinal = end_ordinal
projection.operations.append(arr_expansion_operation)
# Link for the Renameattributes operation documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/projections/renameattributes
# Doing an ArrayExpansion without a RenameAttributes afterwards will result in the expanded attributes being merged in the final resolved entity.
# This is because ArrayExpansion does not rename the attributes it expands by default. The expanded attributes end up with the same name and gets merged.
# Example: We expand A to A[1], A[2], A[3], but A[1], A[2], A[3] are still named "A".
rename_attrs_operation = CdmOperationRenameAttributes(ctx)
rename_attrs_operation.rename_format = rename_format
projection.operations.append(rename_attrs_operation)
if count_att_name:
count_attribute = CdmTypeAttributeDefinition(ctx, count_att_name)
count_attribute.data_type = CdmDataTypeReference(ctx, 'integer', True)
# Link for the AddCountAttribute operation documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/projections/addcountattribute
# It is recommended, but not mandated, to be used with the ArrayExpansion operation to provide an ArrayExpansion a count attribute that
# represents the total number of expanded elements. AddCountAttribute can also be used by itself.
add_count_attr_operation = CdmOperationAddCountAttribute(ctx)
add_count_attr_operation.count_attribute = count_attribute
projection.operations.append(add_count_attr_operation)
def apply_array_expansion(entity_attr: 'CdmEntityAttributeDefinition',
start_ordinal: int, end_ordinal: int,
rename_format: str, count_att_name: Optional[str]):
'''Applies the arrayExpansion operation to the entity attribute provided.
It also takes care of applying a renameattributes operation and optionally applying a addCountAttribute operation.'''
ctx = entity_attr.ctx
projection = CdmProjection(ctx)
projection.source = entity_attr.entity
projection.run_sequentially = True
# Link for the Condition property documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/convert-logical-entities-resolved-entities#condition
projection.condition = '!normalized'
entity_attr.entity = CdmEntityReference(ctx, projection, False)
# Link for the ArrayExpansion operation documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/projections/arrayexpansion
arr_expansion_operation = CdmOperationArrayExpansion(ctx)
arr_expansion_operation.start_ordinal = start_ordinal
arr_expansion_operation.end_ordinal = end_ordinal
projection.operations.append(arr_expansion_operation)
# Link for the Renameattributes operation documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/projections/renameattributes
rename_attrs_operation = CdmOperationRenameAttributes(ctx)
rename_attrs_operation.rename_format = rename_format
projection.operations.append(rename_attrs_operation)
if count_att_name:
count_attribute = CdmTypeAttributeDefinition(ctx, count_att_name)
count_attribute.data_type = CdmDataTypeReference(ctx, 'integer', True)
# Link for the AddCountAttribute operation documentation.
# https://docs.microsoft.com/en-us/common-data-model/sdk/projections/addcountattribute
add_count_attr_operation = CdmOperationAddCountAttribute(ctx)
add_count_attr_operation.count_attribute = count_attribute
projection.operations.append(add_count_attr_operation)
def test_get_default_condition_expression(self):
"""Unit test for ConditionExpression._get_default_condition_expression"""
corpus = TestHelper.get_local_corpus(
self.tests_subpath, 'test_get_default_condition_expression')
corpus.storage.mount(
'local',
LocalAdapter(
TestHelper.get_actual_output_folder_path(
self.tests_subpath,
'test_get_default_condition_expression')))
local_root = corpus.storage.fetch_root_folder('local')
manifest_default = self._create_default_manifest(corpus, local_root)
entity_test_source = self._create_entity_test_source(
corpus, manifest_default, local_root)
# projection for a non entity attribute
op_coll = CdmOperationCollection(corpus.ctx, entity_test_source)
# add 1st FK
op_coll.append(CdmOperationReplaceAsForeignKey(corpus.ctx))
self.assertEqual(
' (referenceOnly || noMaxDepth || (depth > maxDepth)) ',
ConditionExpression._get_default_condition_expression(
op_coll, entity_test_source))
# add 2nd FK
op_coll.append(CdmOperationReplaceAsForeignKey(corpus.ctx))
self.assertEqual(
' (referenceOnly || noMaxDepth || (depth > maxDepth)) ',
ConditionExpression._get_default_condition_expression(
op_coll, entity_test_source))
op_coll.clear()
# add AddCount
op_coll.append(CdmOperationAddCountAttribute(corpus.ctx))
self.assertEqual(
' (!structured) ',
ConditionExpression._get_default_condition_expression(
op_coll, entity_test_source))
# add ArrayExpansion
op_coll.append(CdmOperationArrayExpansion(corpus.ctx))
self.assertEqual(
' (!structured) ',
ConditionExpression._get_default_condition_expression(
op_coll, entity_test_source))
op_coll.clear()
# add AddSupporting
op_coll.append(CdmOperationAddSupportingAttribute(corpus.ctx))
self.assertEqual(
' (true) ',
ConditionExpression._get_default_condition_expression(
op_coll, entity_test_source))
entity_test_entity_attribute = corpus.make_object(
CdmObjectType.ENTITY_ATTRIBUTE_DEF, 'TestEntityAttribute', False)
# projection for a non entity attribute
op_coll_EA = CdmOperationCollection(corpus.ctx,
entity_test_entity_attribute)
# add 1st FK
op_coll_EA.append(CdmOperationReplaceAsForeignKey(corpus.ctx))
self.assertEqual(
' ( (!normalized) || (cardinality.maximum <= 1) ) && (referenceOnly || noMaxDepth || (depth > maxDepth)) ',
ConditionExpression._get_default_condition_expression(
op_coll_EA, entity_test_entity_attribute))
# add 2nd FK
op_coll_EA.append(CdmOperationReplaceAsForeignKey(corpus.ctx))
self.assertEqual(
' ( (!normalized) || (cardinality.maximum <= 1) ) && (referenceOnly || noMaxDepth || (depth > maxDepth)) ',
ConditionExpression._get_default_condition_expression(
op_coll_EA, entity_test_entity_attribute))
op_coll_EA.clear()
# add AddCount
op_coll_EA.append(CdmOperationAddCountAttribute(corpus.ctx))
self.assertEqual(
' ( (!normalized) || (cardinality.maximum <= 1) ) && (!structured) ',
ConditionExpression._get_default_condition_expression(
op_coll_EA, entity_test_entity_attribute))
# add ArrayExpansion
op_coll_EA.append(CdmOperationArrayExpansion(corpus.ctx))
self.assertEqual(
' ( (!normalized) || (cardinality.maximum <= 1) ) && (!structured) ',
ConditionExpression._get_default_condition_expression(
op_coll_EA, entity_test_entity_attribute))
op_coll_EA.clear()
# add AddSupporting
op_coll_EA.append(CdmOperationAddSupportingAttribute(corpus.ctx))
self.assertEqual(
' ( (!normalized) || (cardinality.maximum <= 1) ) && (true) ',
ConditionExpression._get_default_condition_expression(
op_coll_EA, entity_test_entity_attribute))