mirror of
https://github.com/open-metadata/OpenMetadata.git
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d8e2187980
* pydantic v2 * pydanticv2 * fix parser * fix annotated * fix model dumping * mysql ingestion * clean root models * clean root models * bump airflow * bump airflow * bump airflow * optionals * optionals * optionals * jdk * airflow migrate * fab provider * fab provider * fab provider * some more fixes * fixing tests and imports * model_dump and model_validate * model_dump and model_validate * model_dump and model_validate * union * pylint * pylint * integration tests * fix CostAnalysisReportData * integration tests * tests * missing defaults * missing defaults
464 lines
15 KiB
Python
464 lines
15 KiB
Python
# Copyright 2021 Collate
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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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# http://www.apache.org/licenses/LICENSE-2.0
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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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"""
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Test Salesforce using the topology
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Here we don't need to patch, as we can just create our own metastore
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"""
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from unittest import TestCase
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from unittest.mock import patch
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from metadata.generated.schema.entity.data.database import Database
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from metadata.generated.schema.entity.data.databaseSchema import DatabaseSchema
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from metadata.generated.schema.entity.data.table import (
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Column,
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ColumnName,
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Constraint,
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DataType,
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)
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from metadata.generated.schema.entity.services.databaseService import (
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DatabaseConnection,
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DatabaseService,
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DatabaseServiceType,
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)
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from metadata.generated.schema.metadataIngestion.workflow import (
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OpenMetadataWorkflowConfig,
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)
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from metadata.generated.schema.type.entityReference import EntityReference
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from metadata.ingestion.source.database.salesforce.metadata import SalesforceSource
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mock_salesforce_config = {
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"source": {
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"type": "salesforce",
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"serviceName": "local_salesforce",
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"serviceConnection": {
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"config": {
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"type": "Salesforce",
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"username": "username",
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"password": "password",
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"securityToken": "securityToken",
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"sobjectName": "sobjectName",
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}
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},
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"sourceConfig": {
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"config": {
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"type": "DatabaseMetadata",
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}
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},
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},
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"sink": {
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"type": "metadata-rest",
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"config": {},
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},
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"workflowConfig": {
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"openMetadataServerConfig": {
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"hostPort": "http://localhost:8585/api",
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"authProvider": "openmetadata",
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"securityConfig": {
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"jwtToken": "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
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},
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}
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},
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}
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MOCK_DATABASE_SERVICE = DatabaseService(
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id="85811038-099a-11ed-861d-0242ac120002",
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name="salesforce_source",
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connection=DatabaseConnection(),
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serviceType=DatabaseServiceType.Salesforce,
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)
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MOCK_DATABASE = Database(
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id="2aaa012e-099a-11ed-861d-0242ac120002",
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name="118146679784",
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fullyQualifiedName="salesforce_source.default",
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displayName="118146679784",
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description="",
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service=EntityReference(
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id="85811038-099a-11ed-861d-0242ac120002",
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type="databaseService",
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),
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)
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MOCK_DATABASE_SCHEMA = DatabaseSchema(
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id="2aaa012e-099a-11ed-861d-0242ac120056",
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name="default",
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fullyQualifiedName="salesforce_source.118146679784.default",
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displayName="default",
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description="",
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database=EntityReference(
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id="2aaa012e-099a-11ed-861d-0242ac120002",
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type="database",
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),
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service=EntityReference(
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id="2aaa012e-099a-11ed-861d-0242ac120002",
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type="database",
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),
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)
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EXPECTED_COLUMN_VALUE = [
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Column(
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name=ColumnName("Description"),
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displayName=None,
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dataType=DataType.VARCHAR,
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arrayDataType=None,
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dataLength=32000,
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precision=None,
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scale=None,
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dataTypeDisplay="textarea",
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description="Contact Description",
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fullyQualifiedName=None,
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tags=None,
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constraint=Constraint.NULL,
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ordinalPosition=1,
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jsonSchema=None,
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children=None,
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customMetrics=None,
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profile=None,
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),
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Column(
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name=ColumnName("OwnerId"),
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displayName=None,
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dataType=DataType.VARCHAR,
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arrayDataType=None,
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dataLength=18,
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precision=None,
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scale=None,
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dataTypeDisplay="reference",
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description="Owner ID",
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fullyQualifiedName=None,
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tags=None,
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constraint=Constraint.NOT_NULL,
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ordinalPosition=2,
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jsonSchema=None,
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children=None,
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customMetrics=None,
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profile=None,
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),
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Column(
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name=ColumnName("Phone"),
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displayName=None,
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dataType=DataType.VARCHAR,
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arrayDataType=None,
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dataLength=0,
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precision=None,
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scale=None,
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dataTypeDisplay="phone",
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description="Phone",
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fullyQualifiedName=None,
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tags=None,
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constraint=Constraint.NOT_NULL,
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ordinalPosition=3,
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jsonSchema=None,
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children=None,
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customMetrics=None,
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profile=None,
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),
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Column(
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name=ColumnName("CreatedById"),
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displayName=None,
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dataType=DataType.UNKNOWN,
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arrayDataType=None,
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dataLength=18,
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precision=None,
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scale=None,
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dataTypeDisplay="anytype",
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description="Created By ID",
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fullyQualifiedName=None,
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tags=None,
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constraint=Constraint.NOT_NULL,
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ordinalPosition=4,
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jsonSchema=None,
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children=None,
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customMetrics=None,
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profile=None,
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),
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]
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from collections import OrderedDict
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SALESFORCE_FIELDS = [
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OrderedDict(
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[
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("aggregatable", False),
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("autoNumber", False),
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("byteLength", 96000),
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("calculated", False),
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("calculatedFormula", None),
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("cascadeDelete", False),
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("caseSensitive", False),
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("compoundFieldName", None),
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("controllerName", None),
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("createable", True),
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("custom", False),
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("defaultValue", None),
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("defaultValueFormula", None),
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("defaultedOnCreate", False),
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("dependentPicklist", False),
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("deprecatedAndHidden", False),
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("digits", 0),
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("displayLocationInDecimal", False),
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("encrypted", False),
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("externalId", False),
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("extraTypeInfo", "plaintextarea"),
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("filterable", False),
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("filteredLookupInfo", None),
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("groupable", False),
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("highScaleNumber", False),
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("htmlFormatted", False),
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("idLookup", False),
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("inlineHelpText", None),
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("label", "Contact Description"),
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("length", 32000),
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("mask", None),
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("maskType", None),
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("name", "Description"),
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("nameField", False),
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("namePointing", False),
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("nillable", True),
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("permissionable", True),
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("picklistValues", []),
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("polymorphicForeignKey", False),
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("precision", 0),
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("queryByDistance", False),
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("referenceTargetField", None),
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("referenceTo", []),
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("relationshipName", None),
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("relationshipOrder", None),
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("restrictedDelete", False),
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("restrictedPicklist", False),
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("scale", 0),
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("searchPrefilterable", False),
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("soapType", "xsd:string"),
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("sortable", False),
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("type", "textarea"),
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("unique", False),
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("updateable", True),
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("writeRequiresMasterRead", False),
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]
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),
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OrderedDict(
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[
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("aggregatable", True),
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("autoNumber", False),
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("byteLength", 18),
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("calculated", False),
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("calculatedFormula", None),
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("cascadeDelete", False),
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("caseSensitive", False),
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("compoundFieldName", None),
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("controllerName", None),
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("createable", True),
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("custom", False),
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("defaultValue", None),
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("defaultValueFormula", None),
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("defaultedOnCreate", True),
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("dependentPicklist", False),
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("deprecatedAndHidden", False),
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("digits", 0),
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("displayLocationInDecimal", False),
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("encrypted", False),
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("externalId", False),
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("extraTypeInfo", None),
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("filterable", True),
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("filteredLookupInfo", None),
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("groupable", True),
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("highScaleNumber", False),
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("htmlFormatted", False),
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("idLookup", False),
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("inlineHelpText", None),
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("label", "Owner ID"),
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("length", 18),
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("mask", None),
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("maskType", None),
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("name", "OwnerId"),
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("nameField", False),
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("namePointing", False),
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("nillable", False),
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("permissionable", False),
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("picklistValues", []),
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("polymorphicForeignKey", False),
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("precision", 0),
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("queryByDistance", False),
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("referenceTargetField", None),
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("referenceTo", ["User"]),
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("relationshipName", "Owner"),
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("relationshipOrder", None),
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("restrictedDelete", False),
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("restrictedPicklist", False),
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("scale", 0),
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("searchPrefilterable", False),
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("soapType", "tns:ID"),
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("sortable", True),
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("type", "reference"),
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("unique", False),
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("updateable", True),
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("writeRequiresMasterRead", False),
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]
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),
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OrderedDict(
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[
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("aggregatable", True),
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("autoNumber", False),
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("byteLength", 0),
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("calculated", False),
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("calculatedFormula", None),
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("cascadeDelete", False),
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("caseSensitive", False),
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("compoundFieldName", None),
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("controllerName", None),
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("createable", False),
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("custom", False),
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("defaultValue", None),
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("defaultValueFormula", None),
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("defaultedOnCreate", True),
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("dependentPicklist", False),
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("deprecatedAndHidden", False),
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("digits", 0),
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("displayLocationInDecimal", False),
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("encrypted", False),
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("externalId", False),
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("extraTypeInfo", None),
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("filterable", True),
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("filteredLookupInfo", None),
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("groupable", False),
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("highScaleNumber", False),
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("htmlFormatted", False),
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("idLookup", False),
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("inlineHelpText", None),
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("label", "Phone"),
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("length", 0),
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("mask", None),
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("maskType", None),
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("name", "Phone"),
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("nameField", False),
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("namePointing", False),
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("nillable", False),
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("permissionable", False),
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("picklistValues", []),
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("polymorphicForeignKey", False),
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("precision", 0),
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("queryByDistance", False),
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("referenceTargetField", None),
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("referenceTo", []),
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("relationshipName", None),
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("relationshipOrder", None),
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("restrictedDelete", False),
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("restrictedPicklist", False),
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("scale", 0),
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("searchPrefilterable", False),
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("soapType", "xsd:dateTime"),
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("sortable", True),
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("type", "phone"),
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("unique", False),
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("updateable", False),
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("writeRequiresMasterRead", False),
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]
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),
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OrderedDict(
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[
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("aggregatable", True),
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("autoNumber", False),
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("byteLength", 18),
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("calculated", False),
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("calculatedFormula", None),
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("cascadeDelete", False),
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("caseSensitive", False),
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("compoundFieldName", None),
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("controllerName", None),
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("createable", False),
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("custom", False),
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("defaultValue", None),
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("defaultValueFormula", None),
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("defaultedOnCreate", True),
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("dependentPicklist", False),
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("deprecatedAndHidden", False),
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("digits", 0),
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("displayLocationInDecimal", False),
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("encrypted", False),
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("externalId", False),
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("extraTypeInfo", None),
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("filterable", True),
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("filteredLookupInfo", None),
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("groupable", True),
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("highScaleNumber", False),
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("htmlFormatted", False),
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("idLookup", False),
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("inlineHelpText", None),
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("label", "Created By ID"),
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("length", 18),
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("mask", None),
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("maskType", None),
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("name", "CreatedById"),
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("nameField", False),
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("namePointing", False),
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("nillable", False),
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("permissionable", False),
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("picklistValues", []),
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("polymorphicForeignKey", False),
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("precision", 0),
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("queryByDistance", False),
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("referenceTargetField", None),
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("referenceTo", ["User"]),
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("relationshipName", "CreatedBy"),
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("relationshipOrder", None),
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("restrictedDelete", False),
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("restrictedPicklist", False),
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("scale", 0),
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("searchPrefilterable", False),
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("soapType", "tns:ID"),
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("sortable", True),
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("type", "anytype"),
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("unique", False),
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("updateable", False),
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("writeRequiresMasterRead", False),
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]
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),
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]
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EXPECTED_COLUMN_TYPE = ["VARCHAR", "VARCHAR", "VARCHAR", "UNKNOWN"]
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class SalesforceUnitTest(TestCase):
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@patch(
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"metadata.ingestion.source.database.salesforce.metadata.SalesforceSource.test_connection"
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)
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@patch("simple_salesforce.Salesforce")
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def __init__(self, methodName, salesforce, test_connection) -> None:
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super().__init__(methodName)
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test_connection.return_value = False
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self.config = OpenMetadataWorkflowConfig.parse_obj(mock_salesforce_config)
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self.salesforce_source = SalesforceSource.create(
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mock_salesforce_config["source"],
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self.config.workflowConfig.openMetadataServerConfig,
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)
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self.salesforce_source.context.get().__dict__[
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"database_service"
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] = MOCK_DATABASE_SERVICE
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self.salesforce_source.context.get().__dict__["database"] = MOCK_DATABASE
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self.salesforce_source.context.get().__dict__[
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"database_schema"
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] = MOCK_DATABASE_SCHEMA
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def test_table_column(self):
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result = self.salesforce_source.get_columns(SALESFORCE_FIELDS)
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assert EXPECTED_COLUMN_VALUE == result
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def test_column_type(self):
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for i in range(len(SALESFORCE_FIELDS)):
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result = self.salesforce_source.column_type(
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SALESFORCE_FIELDS[i]["type"].upper()
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)
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assert result == EXPECTED_COLUMN_TYPE[i]
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