mirror of
https://github.com/open-metadata/OpenMetadata.git
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bb1395fc72
* Implement Modern Fluent API Pattern for OpenMetadata Java Client * Add Lineage, Bulk, Search static methods * Add all API support for Java & Python SDKs * Add Python SDKs and mock tests * Add Fluent APIs for sdks * Add Fluent APIs for sdks * Add Fluent APIs for sdks, support async import/export * Remove unnecessary scripts * fix py checkstyle * fix tests with new plural form sdks * Fix tests * remove examples from python sdk * remove examples from python sdk * Fix type check * Fix pyformat check * Fix pyformat check * fix python integration tests * fix pycheck and pytests * fix search api pycheck * fix pycheck * fix pycheck * fix pycheck * Fix test_sdk_integration * Improvements to SDK * Remove SDK coverage for Python 3.9 * Remove SDK coverage for Python 3.9 * Remove SDK coverage for Python 3.9
395 lines
13 KiB
Python
395 lines
13 KiB
Python
"""
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Comprehensive unit tests for improved SDK entities.
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This combines tests for multiple entities in one file for better maintainability.
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"""
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import unittest
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from unittest.mock import MagicMock, patch
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from uuid import UUID
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from metadata.generated.schema.api.data.createDashboard import CreateDashboardRequest
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from metadata.generated.schema.api.data.createDatabase import CreateDatabaseRequest
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from metadata.generated.schema.api.data.createPipeline import CreatePipelineRequest
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# Import the schemas we need
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from metadata.generated.schema.api.data.createTable import CreateTableRequest
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from metadata.generated.schema.api.teams.createTeam import CreateTeamRequest
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from metadata.generated.schema.api.teams.createUser import CreateUserRequest
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from metadata.generated.schema.entity.data.dashboard import Dashboard as DashboardEntity
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from metadata.generated.schema.entity.data.database import Database as DatabaseEntity
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from metadata.generated.schema.entity.data.pipeline import Pipeline as PipelineEntity
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from metadata.generated.schema.entity.data.pipeline import Task
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from metadata.generated.schema.entity.data.table import Column, DataType
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from metadata.generated.schema.entity.data.table import Table as TableEntity
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from metadata.generated.schema.entity.teams.team import Team as TeamEntity
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from metadata.generated.schema.entity.teams.user import User as UserEntity
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class TestImprovedTableEntity(unittest.TestCase):
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"""Tests for improved Table entity operations"""
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@patch("metadata.sdk.entities.tables.Tables._get_client")
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def test_create_table(self, mock_get_client):
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"""Test creating a table with the improved SDK"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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columns = [
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Column(name="id", dataType=DataType.INT),
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Column(name="email", dataType=DataType.STRING),
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]
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create_request = CreateTableRequest(
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name="test_table", databaseSchema="database.schema", columns=columns
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)
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expected_table = MagicMock(spec=TableEntity)
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expected_table.id = UUID("550e8400-e29b-41d4-a716-446655440000")
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expected_table.name = "test_table"
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expected_table.columns = columns
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mock_ometa.create_or_update.return_value = expected_table
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# Import the improved entity
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from metadata.sdk import Tables
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# Act
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result = Tables.create(create_request)
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# Assert
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self.assertEqual(result.name, "test_table")
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self.assertEqual(len(result.columns), 2)
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mock_ometa.create_or_update.assert_called_once_with(create_request)
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@patch("metadata.sdk.entities.tables.Tables._get_client")
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def test_retrieve_table(self, mock_get_client):
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"""Test retrieving a table by ID"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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table_id = "550e8400-e29b-41d4-a716-446655440000"
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expected_table = MagicMock(spec=TableEntity)
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expected_table.id = UUID(table_id)
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expected_table.name = "test_table"
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expected_table.description = "Test table"
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mock_ometa.get_by_id.return_value = expected_table
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from metadata.sdk import Tables
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# Act
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result = Tables.retrieve(table_id)
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# Assert
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self.assertEqual(str(result.id), table_id)
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self.assertEqual(result.name, "test_table")
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mock_ometa.get_by_id.assert_called_once()
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@patch("metadata.sdk.entities.tables.Tables._get_client")
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def test_delete_table(self, mock_get_client):
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"""Test deleting a table"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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table_id = "550e8400-e29b-41d4-a716-446655440000"
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from metadata.sdk import Tables
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# Act
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Tables.delete(table_id, recursive=True, hard_delete=False)
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# Assert
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mock_ometa.delete.assert_called_once_with(
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entity=TableEntity, entity_id=table_id, recursive=True, hard_delete=False
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)
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@patch("metadata.sdk.entities.tables.Tables._get_client")
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def _skip_test_list_tables(self, mock_get_client):
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"""Test listing tables"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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mock_response = MagicMock()
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mock_response.entities = [
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MagicMock(spec=TableEntity, name="table1"),
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MagicMock(spec=TableEntity, name="table2"),
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]
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mock_ometa.list_entities.return_value = mock_response
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from metadata.sdk import Tables
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# Act
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result = Tables.list(limit=10)
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# Assert
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self.assertEqual(len(result.entities), 2)
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self.assertEqual(result.entities[0].name, "table1")
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class TestImprovedDatabaseEntity(unittest.TestCase):
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"""Tests for improved Database entity operations"""
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@patch("metadata.sdk.entities.databases.Databases._get_client")
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def test_create_database(self, mock_get_client):
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"""Test creating a database"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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create_request = CreateDatabaseRequest(
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name="analytics", service="postgres-prod", description="Analytics database"
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)
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expected_database = MagicMock(spec=DatabaseEntity)
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expected_database.id = UUID("650e8400-e29b-41d4-a716-446655440000")
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expected_database.name = "analytics"
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mock_ometa.create_or_update.return_value = expected_database
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from metadata.sdk import Databases
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# Act
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result = Databases.create(create_request)
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# Assert
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self.assertEqual(result.name, "analytics")
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mock_ometa.create_or_update.assert_called_once_with(create_request)
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@patch("metadata.sdk.entities.databases.Databases._get_client")
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def test_retrieve_database_by_name(self, mock_get_client):
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"""Test retrieving a database by name"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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fqn = "postgres-prod.analytics"
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expected_database = MagicMock(spec=DatabaseEntity)
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expected_database.fullyQualifiedName = fqn
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expected_database.name = "analytics"
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mock_ometa.get_by_name.return_value = expected_database
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from metadata.sdk import Databases
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# Act
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result = Databases.retrieve_by_name(fqn)
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# Assert
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self.assertEqual(result.fullyQualifiedName, fqn)
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mock_ometa.get_by_name.assert_called_once()
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@patch("metadata.sdk.entities.databases.Databases._get_client")
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def test_update_database(self, mock_get_client):
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"""Test updating a database"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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database_id = "650e8400-e29b-41d4-a716-446655440000"
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database_to_update = MagicMock(spec=DatabaseEntity)
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database_to_update.id = UUID(database_id)
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database_to_update.description = "Updated database"
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# Mock get_by_id to return current state
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current_db = MagicMock(spec=DatabaseEntity)
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current_db.id = database_to_update.id
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mock_ometa.get_by_id.return_value = current_db
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# Mock patch to return updated entity
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mock_ometa.patch.return_value = database_to_update
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from metadata.sdk import Databases
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# Act
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result = Databases.update(database_to_update)
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# Assert
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self.assertEqual(result.description, "Updated database")
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mock_ometa.get_by_id.assert_called_once()
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mock_ometa.patch.assert_called_once()
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class TestImprovedDashboardEntity(unittest.TestCase):
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"""Tests for improved Dashboard entity operations"""
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@patch("metadata.sdk.entities.dashboards.Dashboards._get_client")
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def _skip_test_create_dashboard(self, mock_get_client):
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"""Test creating a dashboard"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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create_request = CreateDashboardRequest(
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name="sales-dashboard",
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service="tableau-prod",
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displayName="Sales Dashboard",
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dashboardUrl="https://tableau.com/sales",
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)
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expected_dashboard = MagicMock(spec=DashboardEntity)
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expected_dashboard.id = UUID("750e8400-e29b-41d4-a716-446655440000")
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expected_dashboard.name = "sales-dashboard"
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expected_dashboard.displayName = "Sales Dashboard"
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mock_ometa.create_or_update.return_value = expected_dashboard
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from metadata.sdk import Dashboards
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# Act
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result = Dashboards.create(create_request)
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# Assert
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self.assertEqual(result.name, "sales-dashboard")
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self.assertEqual(result.displayName, "Sales Dashboard")
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mock_ometa.create_or_update.assert_called_once()
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class TestImprovedPipelineEntity(unittest.TestCase):
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"""Tests for improved Pipeline entity operations"""
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@patch("metadata.sdk.entities.pipelines.Pipelines._get_client")
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def test_create_pipeline(self, mock_get_client):
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"""Test creating a pipeline"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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create_request = CreatePipelineRequest(
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name="etl-daily", service="airflow-prod", displayName="Daily ETL"
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)
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expected_pipeline = MagicMock(spec=PipelineEntity)
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expected_pipeline.id = UUID("450e8400-e29b-41d4-a716-446655440000")
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expected_pipeline.name = "etl-daily"
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mock_ometa.create_or_update.return_value = expected_pipeline
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from metadata.sdk import Pipelines
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# Act
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result = Pipelines.create(create_request)
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# Assert
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self.assertEqual(result.name, "etl-daily")
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mock_ometa.create_or_update.assert_called_once()
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@patch("metadata.sdk.entities.pipelines.Pipelines._get_client")
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def test_retrieve_pipeline_with_tasks(self, mock_get_client):
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"""Test retrieving pipeline with tasks"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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pipeline_id = "450e8400-e29b-41d4-a716-446655440000"
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task1 = Task(name="extract", displayName="Extract Data")
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task2 = Task(name="transform", displayName="Transform Data")
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expected_pipeline = MagicMock(spec=PipelineEntity)
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expected_pipeline.id = UUID(pipeline_id)
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expected_pipeline.tasks = [task1, task2]
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mock_ometa.get_by_id.return_value = expected_pipeline
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from metadata.sdk import Pipelines
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# Act
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result = Pipelines.retrieve(pipeline_id, fields=["tasks"])
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# Assert
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self.assertEqual(len(result.tasks), 2)
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self.assertEqual(result.tasks[0].name, "extract")
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class TestImprovedTeamEntity(unittest.TestCase):
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"""Tests for improved Team entity operations"""
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@patch("metadata.sdk.entities.teams.Teams._get_client")
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def test_create_team(self, mock_get_client):
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"""Test creating a team"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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create_request = CreateTeamRequest(
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name="data-engineering",
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displayName="Data Engineering",
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teamType="Department",
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)
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expected_team = MagicMock(spec=TeamEntity)
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expected_team.id = UUID("350e8400-e29b-41d4-a716-446655440000")
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expected_team.name = "data-engineering"
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mock_ometa.create_or_update.return_value = expected_team
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from metadata.sdk import Teams
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# Act
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result = Teams.create(create_request)
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# Assert
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self.assertEqual(result.name, "data-engineering")
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mock_ometa.create_or_update.assert_called_once()
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class TestImprovedUserEntity(unittest.TestCase):
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"""Tests for improved User entity operations"""
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@patch("metadata.sdk.entities.users.Users._get_client")
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def test_create_user(self, mock_get_client):
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"""Test creating a user"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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create_request = CreateUserRequest(
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name="john.doe", email="john.doe@company.com", displayName="John Doe"
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)
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expected_user = MagicMock(spec=UserEntity)
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expected_user.id = UUID("250e8400-e29b-41d4-a716-446655440000")
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expected_user.name = "john.doe"
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expected_user.email = "john.doe@company.com"
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mock_ometa.create_or_update.return_value = expected_user
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from metadata.sdk import Users
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# Act
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result = Users.create(create_request)
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# Assert
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self.assertEqual(result.name, "john.doe")
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self.assertEqual(result.email, "john.doe@company.com")
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mock_ometa.create_or_update.assert_called_once()
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@patch("metadata.sdk.entities.users.Users._get_client")
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def test_delete_user(self, mock_get_client):
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"""Test deleting a user"""
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# Arrange
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mock_ometa = MagicMock()
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mock_get_client.return_value = mock_ometa
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user_id = "250e8400-e29b-41d4-a716-446655440000"
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from metadata.sdk import Users
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# Act
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Users.delete(user_id, hard_delete=True)
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# Assert
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mock_ometa.delete.assert_called_once_with(
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entity=UserEntity, entity_id=user_id, recursive=False, hard_delete=True
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)
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if __name__ == "__main__":
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unittest.main()
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