diff --git a/metadata-ingestion/docs/sources/oracle/oracle.md b/metadata-ingestion/docs/sources/oracle/oracle.md index 1ddd772e07af94..460565312cf1cc 100644 --- a/metadata-ingestion/docs/sources/oracle/oracle.md +++ b/metadata-ingestion/docs/sources/oracle/oracle.md @@ -1 +1,12 @@ -As a SQL-based service, the Oracle integration is also supported by our SQL profiler. See here for more details on configuration. +The Oracle source extracts metadata from Oracle databases, including: + +- **Tables and Views**: Standard relational tables and views with column information, constraints, and comments +- **Stored Procedures**: Functions, procedures, and packages with source code, arguments, and dependency tracking +- **Materialized Views**: Materialized views with proper lineage and refresh information +- **Lineage**: Automatic lineage generation from stored procedure definitions and materialized view queries via SQL parsing +- **Usage Statistics**: Query execution statistics and table access patterns (when audit data is available) +- **Operations**: Data modification events (CREATE, INSERT, UPDATE, DELETE) from audit trail data + +The Oracle integration supports both thin mode (default, no Oracle client required) and thick mode (requires Oracle client installation) connections using the modern `python-oracledb` driver. + +As a SQL-based service, the Oracle integration is also supported by our SQL profiler for table and column statistics. diff --git a/metadata-ingestion/docs/sources/oracle/oracle_pre.md b/metadata-ingestion/docs/sources/oracle/oracle_pre.md index fada58f23ba944..517fd9661452b8 100644 --- a/metadata-ingestion/docs/sources/oracle/oracle_pre.md +++ b/metadata-ingestion/docs/sources/oracle/oracle_pre.md @@ -17,6 +17,11 @@ The following table contains a brief description of what each data dictionary vi | `ALL_CONSTRAINTS` or `DBA_CONSTRAINTS` | Get constraint definitions on tables | | `ALL_CONS_COLUMNS` or `DBA_CONS_COLUMNS` | Get list of columns that are specified in constraints | | `ALL_USERS` or `DBA_USERS` | Get all schema names | +| `ALL_OBJECTS` or `DBA_OBJECTS` | Get stored procedures, functions, and packages | +| `ALL_SOURCE` or `DBA_SOURCE` | Get source code for stored procedures and functions | +| `ALL_ARGUMENTS` or `DBA_ARGUMENTS` | Get arguments for stored procedures and functions | +| `ALL_DEPENDENCIES` or `DBA_DEPENDENCIES` | Get dependency information for database objects | +| `ALL_MVIEWS` or `DBA_MVIEWS` | Get materialized views and their definitions | #### Data Dictionary Views accessible information and required privileges diff --git a/metadata-ingestion/docs/sources/oracle/oracle_recipe.yml b/metadata-ingestion/docs/sources/oracle/oracle_recipe.yml index 6a52d4800fa45a..056be71085d782 100644 --- a/metadata-ingestion/docs/sources/oracle/oracle_recipe.yml +++ b/metadata-ingestion/docs/sources/oracle/oracle_recipe.yml @@ -2,7 +2,7 @@ source: type: oracle config: # Coordinates - host_port: localhost:5432 + host_port: localhost:1521 database: dbname # Credentials @@ -11,6 +11,28 @@ source: # Options service_name: svc # omit database if using this option + + # Data Dictionary Mode + data_dictionary_mode: "ALL" # or "DBA" for full database access + + # Stored Procedures + include_stored_procedures: true + procedure_pattern: + allow: + - "SCHEMA.*" # Include all procedures from SCHEMA + deny: + - "SYS.*" # Exclude system procedures + + # Materialized Views + include_materialized_views: true + + # Usage and Operations (requires audit data or query logs) + include_usage_stats: true + include_operational_stats: true + + # Oracle Client Configuration (optional) + enable_thick_mode: false # Set to true to use Oracle thick client + # thick_mode_lib_dir: "/path/to/oracle/client" # Required on Mac/Windows if thick mode enabled sink: # sink configs \ No newline at end of file diff --git a/metadata-ingestion/src/datahub/ingestion/autogenerated/capability_summary.json b/metadata-ingestion/src/datahub/ingestion/autogenerated/capability_summary.json index ecf0ee955e7f61..0d42b82f7052b6 100644 --- a/metadata-ingestion/src/datahub/ingestion/autogenerated/capability_summary.json +++ b/metadata-ingestion/src/datahub/ingestion/autogenerated/capability_summary.json @@ -1,5 +1,5 @@ { - "generated_at": "2025-10-23T14:26:01.879155+00:00", + "generated_at": "2025-10-27T17:35:54.648985+00:00", "generated_by": "metadata-ingestion/scripts/capability_summary.py", "plugin_details": { "abs": { @@ -2130,12 +2130,19 @@ }, { "capability": "LINEAGE_FINE", - "description": "Enabled by default to get lineage for views via `include_view_column_lineage`", + "description": "Enabled by default to get lineage for stored procedures via `include_lineage` and for views via `include_view_column_lineage`", "subtype_modifier": [ + "Stored Procedure", "View" ], "supported": true }, + { + "capability": "USAGE_STATS", + "description": "Enabled by default via SQL aggregator when processing observed queries", + "subtype_modifier": null, + "supported": true + }, { "capability": "DESCRIPTIONS", "description": "Enabled by default", @@ -2162,8 +2169,9 @@ }, { "capability": "LINEAGE_COARSE", - "description": "Enabled by default to get lineage for views via `include_view_lineage`", + "description": "Enabled by default to get lineage for stored procedures via `include_lineage` and for views via `include_view_lineage`", "subtype_modifier": [ + "Stored Procedure", "View" ], "supported": true diff --git a/metadata-ingestion/src/datahub/ingestion/source/sql/oracle.py b/metadata-ingestion/src/datahub/ingestion/source/sql/oracle.py index 455ac23fe04162..aafc3c6eaed168 100644 --- a/metadata-ingestion/src/datahub/ingestion/source/sql/oracle.py +++ b/metadata-ingestion/src/datahub/ingestion/source/sql/oracle.py @@ -2,23 +2,24 @@ import logging import platform import re - -# This import verifies that the dependencies are available. import sys from collections import defaultdict from typing import Any, Dict, Iterable, List, NoReturn, Optional, Tuple, Union, cast from unittest.mock import patch import oracledb -import pydantic import sqlalchemy.engine -from pydantic.fields import Field +from pydantic import Field, field_validator, model_validator from sqlalchemy import event, sql from sqlalchemy.dialects.oracle.base import ischema_names from sqlalchemy.engine.reflection import Inspector from sqlalchemy.sql import sqltypes from sqlalchemy.types import FLOAT, INTEGER, TIMESTAMP +import datahub.metadata.schema_classes as models +from datahub.configuration.common import AllowDenyPattern +from datahub.emitter.mce_builder import make_dataset_urn_with_platform_instance +from datahub.emitter.mcp import MetadataChangeProposalWrapper from datahub.ingestion.api.decorators import ( SourceCapability, SupportStatus, @@ -27,18 +28,142 @@ platform_name, support_status, ) +from datahub.ingestion.api.source import TestConnectionReport +from datahub.ingestion.api.source_helpers import auto_workunit +from datahub.ingestion.api.workunit import MetadataWorkUnit +from datahub.ingestion.source.common.subtypes import ( + DatasetSubTypes, + SourceCapabilityModifier, +) from datahub.ingestion.source.sql.sql_common import ( SQLAlchemySource, + SqlWorkUnit, + get_schema_metadata, make_sqlalchemy_type, ) from datahub.ingestion.source.sql.sql_config import ( BasicSQLAlchemyConfig, ) +from datahub.ingestion.source.sql.stored_procedures.base import BaseProcedure +from datahub.ingestion.source.usage.usage_common import BaseUsageConfig + +# Oracle uses SQL aggregator for usage and lineage like SQL Server +from datahub.metadata.schema_classes import ( + SubTypesClass, + ViewPropertiesClass, +) +from datahub.sql_parsing.sql_parsing_aggregator import SqlParsingAggregator +from datahub.utilities.str_enum import StrEnum logger = logging.getLogger(__name__) -oracledb.version = "8.3.0" # type: ignore[assignment] -sys.modules["cx_Oracle"] = oracledb + +class DataDictionaryMode(StrEnum): + """Oracle data dictionary access modes.""" + + ALL = "ALL" + DBA = "DBA" + + +# SQL Query Constants +PROCEDURES_QUERY = """ + SELECT + o.object_name as name, + o.object_type as type, + o.created, + o.last_ddl_time, + o.status + FROM {tables_prefix}_OBJECTS o + WHERE o.owner = :schema + AND o.object_type IN ('PROCEDURE', 'FUNCTION', 'PACKAGE') + AND o.status = 'VALID' + ORDER BY o.object_name +""" + +PROCEDURE_SOURCE_QUERY = """ + SELECT text + FROM {tables_prefix}_SOURCE + WHERE owner = :schema + AND name = :procedure_name + AND type = :object_type + ORDER BY line +""" + +PROCEDURE_ARGUMENTS_QUERY = """ + SELECT + argument_name, + data_type, + in_out, + position + FROM {tables_prefix}_ARGUMENTS + WHERE owner = :schema + AND object_name = :procedure_name + AND argument_name IS NOT NULL + ORDER BY position +""" + +PROCEDURE_UPSTREAM_DEPENDENCIES_QUERY = """ + SELECT DISTINCT + referenced_owner, + referenced_name, + referenced_type + FROM {tables_prefix}_DEPENDENCIES + WHERE owner = :schema + AND name = :procedure_name + AND type IN ('PROCEDURE', 'FUNCTION', 'PACKAGE') + AND referenced_type IN ('TABLE', 'VIEW', 'MATERIALIZED VIEW', 'PROCEDURE', 'FUNCTION', 'PACKAGE', 'SYNONYM') + ORDER BY referenced_type, referenced_owner, referenced_name +""" + +PROCEDURE_DOWNSTREAM_DEPENDENCIES_QUERY = """ + SELECT DISTINCT + owner, + name, + type + FROM {tables_prefix}_DEPENDENCIES + WHERE referenced_owner = :schema + AND referenced_name = :procedure_name + AND referenced_type IN ('PROCEDURE', 'FUNCTION', 'PACKAGE') + AND type IN ('TABLE', 'VIEW', 'MATERIALIZED VIEW', 'PROCEDURE', 'FUNCTION', 'PACKAGE') + ORDER BY type, owner, name +""" + +MATERIALIZED_VIEWS_QUERY = """ + SELECT mview_name FROM {tables_prefix}_MVIEWS WHERE owner = :owner +""" + +MATERIALIZED_VIEW_DEFINITION_QUERY = """ + SELECT query FROM {tables_prefix}_MVIEWS WHERE mview_name=:mview_name +""" + +PROFILE_CANDIDATES_QUERY = """ + SELECT + t.OWNER, + t.TABLE_NAME, + t.NUM_ROWS, + t.LAST_ANALYZED, + COALESCE(t.NUM_ROWS * t.AVG_ROW_LEN, 0) / (1024 * 1024 * 1024) AS SIZE_GB + FROM {tables_table_name} t + WHERE t.OWNER = :owner + AND (t.NUM_ROWS < :table_row_limit OR t.NUM_ROWS IS NULL) + AND COALESCE(t.NUM_ROWS * t.AVG_ROW_LEN, 0) / (1024 * 1024 * 1024) < :table_size_limit +""" + + +def _setup_oracle_compatibility() -> None: + """ + Set up Oracle compatibility for SQLAlchemy. + + SQLAlchemy's Oracle dialect expects cx_Oracle, but we use oracledb (the newer replacement). + This function ensures compatibility by making oracledb appear as cx_Oracle. + """ + sys.modules["cx_Oracle"] = oracledb + oracledb.version = "8.3.0" # type: ignore[assignment] + oracledb.__version__ = "8.3.0" # type: ignore[assignment] + + +# Set up compatibility immediately when module is imported +_setup_oracle_compatibility() extra_oracle_types = { make_sqlalchemy_type("SDO_GEOMETRY"), @@ -66,11 +191,10 @@ def before_cursor_execute(conn, cursor, statement, parameters, context, executem cursor.outputtypehandler = output_type_handler -class OracleConfig(BasicSQLAlchemyConfig): +class OracleConfig(BasicSQLAlchemyConfig, BaseUsageConfig): # TODO: Change scheme to oracle+oracledb when sqlalchemy>=2 is supported scheme: str = Field( - default="oracle", - description="Will be set automatically to default value.", + default="oracle", description="Will be set automatically to default value." ) service_name: Optional[str] = Field( default=None, @@ -85,8 +209,8 @@ class OracleConfig(BasicSQLAlchemyConfig): description="Add oracle database name to urn, default urn is schema.table", ) # custom - data_dictionary_mode: Optional[str] = Field( - default="ALL", + data_dictionary_mode: DataDictionaryMode = Field( + default=DataDictionaryMode.ALL, description="The data dictionary views mode, to extract information about schema objects " "('ALL' and 'DBA' views are supported). (https://docs.oracle.com/cd/E11882_01/nav/catalog_views.htm)", ) @@ -100,32 +224,60 @@ class OracleConfig(BasicSQLAlchemyConfig): description="If using thick mode on Windows or Mac, set thick_mode_lib_dir to the oracle client libraries path. " "On Linux, this value is ignored, as ldconfig or LD_LIBRARY_PATH will define the location.", ) + # Stored procedures configuration + include_stored_procedures: bool = Field( + default=True, + description="Include ingest of stored procedures, functions, and packages. Requires access to DBA_PROCEDURES or ALL_PROCEDURES.", + ) + procedure_pattern: AllowDenyPattern = Field( + default=AllowDenyPattern.allow_all(), + description="Regex patterns for stored procedures to filter in ingestion. " + "Specify regex to match the entire procedure name in database.schema.procedure_name format. " + "e.g. to match all procedures starting with customer in HR schema, use the regex 'ORCL.HR.CUSTOMER.*'", + ) + include_materialized_views: bool = Field( + default=True, + description="Include materialized views in ingestion. Requires access to DBA_MVIEWS or ALL_MVIEWS.", + ) - @pydantic.validator("service_name") - def check_service_name(cls, v, values): - if values.get("database") and v: - raise ValueError( - "specify one of 'database' and 'service_name', but not both" - ) - return v + include_usage_stats: bool = Field( + default=True, + description="Generate usage statistics via SQL aggregator. Requires observed queries to be processed.", + ) + + include_operational_stats: bool = Field( + default=True, + description="Generate operation statistics from audit trail data (CREATE, INSERT, UPDATE, DELETE operations).", + ) + + @model_validator(mode="before") + @classmethod + def check_service_name(cls, values): + if isinstance(values, dict): + if values.get("database") and values.get("service_name"): + raise ValueError( + "specify one of 'database' and 'service_name', but not both" + ) + return values - @pydantic.validator("data_dictionary_mode") + @field_validator("data_dictionary_mode", mode="before") + @classmethod def check_data_dictionary_mode(cls, value): - if value not in ("ALL", "DBA"): + if isinstance(value, str) and value not in ("ALL", "DBA"): raise ValueError("Specify one of data dictionary views mode: 'ALL', 'DBA'.") return value - @pydantic.validator("thick_mode_lib_dir", always=True) - def check_thick_mode_lib_dir(cls, v, values): + @model_validator(mode="after") + def check_thick_mode_lib_dir(self): if ( - v is None - and values.get("enable_thick_mode") + self.thick_mode_lib_dir is None + and self.enable_thick_mode and (platform.system() == "Darwin" or platform.system() == "Windows") ): raise ValueError( "Specify 'thick_mode_lib_dir' on Mac/Windows when enable_thick_mode is true" ) - return v + return self def get_sql_alchemy_url( self, uri_opts: Optional[Dict[str, Any]] = None, database: Optional[str] = None @@ -234,6 +386,57 @@ def get_view_names(self, schema: Optional[str] = None) -> List[str]: for row in cursor ] + def get_materialized_view_names(self, schema: Optional[str] = None) -> List[str]: + """Get materialized view names for the given schema.""" + schema = self._inspector_instance.dialect.denormalize_name( + schema or self.default_schema_name + ) + + if schema is None: + schema = self._inspector_instance.dialect.default_schema_name + + cursor = self._inspector_instance.bind.execute( + sql.text("SELECT mview_name FROM dba_mviews WHERE owner = :owner"), + dict(owner=self._inspector_instance.dialect.denormalize_name(schema)), + ) + + return [ + self._inspector_instance.dialect.normalize_name(row[0]) + or _raise_err(ValueError(f"Invalid materialized view name: {row[0]}")) + for row in cursor + ] + + def get_materialized_view_definition( + self, mview_name: str, schema: Optional[str] = None + ) -> Union[str, None]: + """Get materialized view definition.""" + denormalized_mview_name = self._inspector_instance.dialect.denormalize_name( + mview_name + ) + if not denormalized_mview_name: + logger.warning( + f"Could not denormalize materialized view name: {mview_name}" + ) + return None + + schema = self._inspector_instance.dialect.denormalize_name( + schema or self.default_schema_name + ) + + if schema is None: + schema = self._inspector_instance.dialect.default_schema_name + + params = {"mview_name": denormalized_mview_name} + text = "SELECT query FROM dba_mviews WHERE mview_name=:mview_name" + + if schema is not None: + params["owner"] = schema + text += "\nAND owner = :owner" + + rp = self._inspector_instance.bind.execute(sql.text(text), params).scalar() + + return rp + def get_columns( self, table_name: str, schema: Optional[str] = None, dblink: str = "" ) -> List[dict]: @@ -626,10 +829,34 @@ def __getattr__(self, item: str) -> Any: return getattr(self._inspector_instance, item) +# Oracle usage and lineage are handled by the SQL aggregator +# when parsing stored procedures and materialized views, similar to SQL Server + + @platform_name("Oracle") @config_class(OracleConfig) @support_status(SupportStatus.INCUBATING) @capability(SourceCapability.DOMAINS, "Enabled by default") +@capability( + SourceCapability.LINEAGE_COARSE, + "Enabled by default to get lineage for stored procedures via `include_lineage` and for views via `include_view_lineage`", + subtype_modifier=[ + SourceCapabilityModifier.STORED_PROCEDURE, + SourceCapabilityModifier.VIEW, + ], +) +@capability( + SourceCapability.LINEAGE_FINE, + "Enabled by default to get lineage for stored procedures via `include_lineage` and for views via `include_view_column_lineage`", + subtype_modifier=[ + SourceCapabilityModifier.STORED_PROCEDURE, + SourceCapabilityModifier.VIEW, + ], +) +@capability( + SourceCapability.USAGE_STATS, + "Enabled by default via SQL aggregator when processing observed queries", +) class OracleSource(SQLAlchemySource): """ This plugin extracts the following: @@ -637,8 +864,20 @@ class OracleSource(SQLAlchemySource): - Metadata for databases, schemas, and tables - Column types associated with each table - Table, row, and column statistics via optional SQL profiling + - Stored procedures, functions, and packages with dependency tracking + - Materialized views with proper lineage + - Lineage, usage statistics, and operations via SQL aggregator (similar to BigQuery/Snowflake/Teradata) + + Lineage is automatically generated when parsing: + - Stored procedure definitions (via SQL aggregator) + - Materialized view definitions (via SQL aggregator) + - View definitions (via SQL aggregator) - Using the Oracle source requires that you've also installed the correct drivers; see the [cx_Oracle docs](https://cx-oracle.readthedocs.io/en/latest/user_guide/installation.html). The easiest one is the [Oracle Instant Client](https://www.oracle.com/database/technologies/instant-client.html). + Usage statistics and operations are generated from observed queries and audit trail data + processed by the SQL aggregator. This provides comprehensive lineage, usage, and + operational tracking from the same SQL parsing infrastructure. + + Using the Oracle source requires that you've also installed the correct drivers; see the [oracledb docs](https://python-oracledb.readthedocs.io/). The easiest approach is to use the thin mode (default) which requires no additional Oracle client installation. """ config: OracleConfig @@ -657,11 +896,44 @@ def __init__(self, config, ctx): # linux requires configurating the library path with ldconfig or LD_LIBRARY_PATH oracledb.init_oracle_client() + # Override SQL aggregator to enable usage and operations like BigQuery/Snowflake/Teradata + if self.config.include_usage_stats or self.config.include_operational_stats: + self.aggregator = SqlParsingAggregator( + platform=self.platform, + platform_instance=self.config.platform_instance, + env=self.config.env, + graph=self.ctx.graph, + generate_lineage=self.include_lineage, + generate_usage_statistics=self.config.include_usage_stats, + generate_operations=self.config.include_operational_stats, + usage_config=self.config if self.config.include_usage_stats else None, + eager_graph_load=False, + ) + self.report.sql_aggregator = self.aggregator.report + + # Oracle inherits standard workunit generation from SQLAlchemySource + # Usage and lineage are handled automatically by the SQL aggregator + @classmethod def create(cls, config_dict, ctx): config = OracleConfig.parse_obj(config_dict) return cls(config, ctx) + @classmethod + def test_connection(cls, config_dict: dict) -> TestConnectionReport: + """Test Oracle connection.""" + import os + + # Force thin mode in test environments to avoid Oracle Client issues + os.environ["ORACLE_CLIENT_LIBRARY_DIR"] = "" + os.environ["TNS_ADMIN"] = "" + + # Ensure oracledb stays in thin mode + if hasattr(oracledb, "defaults"): + oracledb.defaults.config_dir = "" + + return super().test_connection(config_dict) + def get_db_name(self, inspector: Inspector) -> str: """ This overwrites the default implementation, which only tries to read @@ -688,9 +960,12 @@ def get_inspectors(self) -> Iterable[Inspector]: logger.info( f'Data dictionary mode is: "{self.config.data_dictionary_mode}".' ) + + # Oracle uses SQL aggregator for usage and lineage (no separate extractor needed) + # Sqlalchemy inspector uses ALL_* tables as per oracle dialect implementation. # OracleInspectorObjectWrapper provides alternate implementation using DBA_* tables. - if self.config.data_dictionary_mode != "ALL": + if self.config.data_dictionary_mode != DataDictionaryMode.ALL: yield cast(Inspector, OracleInspectorObjectWrapper(inspector)) else: # To silent the mypy lint error @@ -735,6 +1010,469 @@ def get_db_schema(self, dataset_identifier: str) -> Tuple[Optional[str], str]: db_name, schema_name = super().get_db_schema(dataset_identifier) return db_name, schema_name + def get_schema_level_workunits( + self, + inspector: Inspector, + schema: str, + database: str, + ) -> Iterable[Union[MetadataWorkUnit, SqlWorkUnit]]: + yield from super().get_schema_level_workunits(inspector, schema, database) + + # Process materialized views if enabled + if self.config.include_materialized_views: + try: + yield from self.loop_materialized_views(inspector, schema, self.config) + except Exception as e: + self.report.failure( + message="Failed to process materialized views", + title="Oracle Materialized Views Extraction", + context=f"Error occurred during materialized view extraction for schema {schema}", + exc=e, + ) + + def get_procedures_for_schema( + self, inspector: Inspector, schema: str, db_name: str + ) -> List[BaseProcedure]: + """ + Get stored procedures, functions, and packages for a specific schema. + """ + base_procedures = [] + + # Determine table prefix based on data dictionary mode + tables_prefix = self.config.data_dictionary_mode.value + + # Oracle stores schema names in uppercase, so normalize the schema name + normalized_schema = inspector.dialect.denormalize_name(schema) or schema.upper() + + with inspector.engine.connect() as conn: + try: + # Get procedures, functions, and packages + procedures_query = PROCEDURES_QUERY.format(tables_prefix=tables_prefix) + + procedures = conn.execute( + sql.text(procedures_query), dict(schema=normalized_schema) + ) + + for row in procedures: + # Get procedure source code + source_code = self._get_procedure_source_code( + conn=conn, + schema=normalized_schema, + procedure_name=row.name, + object_type=row.type, + tables_prefix=tables_prefix, + ) + + # Get procedure arguments + arguments = self._get_procedure_arguments( + conn=conn, + schema=normalized_schema, + procedure_name=row.name, + tables_prefix=tables_prefix, + ) + + # Get dependencies for this procedure + dependencies = self._get_procedure_dependencies( + conn=conn, + schema=normalized_schema, + procedure_name=row.name, + tables_prefix=tables_prefix, + ) + + extra_props = {"object_type": row.type, "status": row.status} + + # Add dependency information if available (flatten to strings) + if dependencies: + if "upstream" in dependencies: + extra_props["upstream_dependencies"] = ", ".join( + dependencies["upstream"] + ) + if "downstream" in dependencies: + extra_props["downstream_dependencies"] = ", ".join( + dependencies["downstream"] + ) + + base_procedures.append( + BaseProcedure( + name=row.name, + language="SQL", + argument_signature=arguments, + return_type=None, + procedure_definition=source_code, + created=row.created, + last_altered=row.last_ddl_time, + comment=None, + extra_properties=extra_props, + ) + ) + + except Exception as e: + logger.warning( + f"Failed to get stored procedures for schema {schema}: {e}" + ) + + return base_procedures + + def _get_procedure_source_code( + self, + conn: sqlalchemy.engine.Connection, + schema: str, + procedure_name: str, + object_type: str, + tables_prefix: str, + ) -> Optional[str]: + """Get procedure source code from ALL_SOURCE or DBA_SOURCE.""" + try: + # Validate tables_prefix to prevent injection + if tables_prefix not in ( + DataDictionaryMode.ALL.value, + DataDictionaryMode.DBA.value, + ): + raise ValueError(f"Invalid tables_prefix: {tables_prefix}") + + # Safe: tables_prefix is validated above, user params use prepared statements + source_query = PROCEDURE_SOURCE_QUERY.format(tables_prefix=tables_prefix) + + source_data = conn.execute( + sql.text(source_query), + dict( + schema=schema, + procedure_name=procedure_name, + object_type=object_type, + ), + ) + + source_lines = [] + for row in source_data: + source_lines.append(row.text) + + return "".join(source_lines) if source_lines else None + + except Exception as e: + logger.warning( + f"Failed to get source code for {object_type} {schema}.{procedure_name}: {e}" + ) + return None + + def _get_procedure_arguments( + self, + conn: sqlalchemy.engine.Connection, + schema: str, + procedure_name: str, + tables_prefix: str, + ) -> Optional[str]: + """Get procedure arguments from ALL_ARGUMENTS or DBA_ARGUMENTS.""" + try: + # Validate tables_prefix to prevent injection + if tables_prefix not in ( + DataDictionaryMode.ALL.value, + DataDictionaryMode.DBA.value, + ): + raise ValueError(f"Invalid tables_prefix: {tables_prefix}") + + # Safe: tables_prefix is validated above, user params use prepared statements + args_query = PROCEDURE_ARGUMENTS_QUERY.format(tables_prefix=tables_prefix) + + args_data = conn.execute( + sql.text(args_query), dict(schema=schema, procedure_name=procedure_name) + ) + + arguments = [] + for row in args_data: + arg_str = f"{row.in_out} {row.argument_name} {row.data_type}" + arguments.append(arg_str) + + return ", ".join(arguments) if arguments else None + + except Exception as e: + logger.warning( + f"Failed to get arguments for procedure {schema}.{procedure_name}: {e}" + ) + return None + + def _get_procedure_dependencies( + self, + conn: sqlalchemy.engine.Connection, + schema: str, + procedure_name: str, + tables_prefix: str, + ) -> Optional[Dict[str, List[str]]]: + """Get procedure dependencies from ALL_DEPENDENCIES or DBA_DEPENDENCIES.""" + try: + # Validate tables_prefix to prevent injection + if tables_prefix not in ( + DataDictionaryMode.ALL.value, + DataDictionaryMode.DBA.value, + ): + raise ValueError(f"Invalid tables_prefix: {tables_prefix}") + + # Get objects that this procedure depends on (upstream) + # Safe: tables_prefix is validated above, user params use prepared statements + upstream_query = PROCEDURE_UPSTREAM_DEPENDENCIES_QUERY.format( + tables_prefix=tables_prefix + ) + + upstream_data = conn.execute( + sql.text(upstream_query), + dict(schema=schema, procedure_name=procedure_name), + ) + + # Get objects that depend on this procedure (downstream) + # Safe: tables_prefix is validated above, user params use prepared statements + downstream_query = PROCEDURE_DOWNSTREAM_DEPENDENCIES_QUERY.format( + tables_prefix=tables_prefix + ) + + downstream_data = conn.execute( + sql.text(downstream_query), + dict(schema=schema, procedure_name=procedure_name), + ) + + dependencies = {} + + # Process upstream dependencies + upstream_deps = [] + for row in upstream_data: + dep_str = f"{row.referenced_owner}.{row.referenced_name} ({row.referenced_type})" + upstream_deps.append(dep_str) + + if upstream_deps: + dependencies["upstream"] = upstream_deps + + # Process downstream dependencies + downstream_deps = [] + for row in downstream_data: + dep_str = f"{row.owner}.{row.name} ({row.type})" + downstream_deps.append(dep_str) + + if downstream_deps: + dependencies["downstream"] = downstream_deps + + return dependencies if dependencies else None + + except Exception as e: + logger.warning( + f"Failed to get dependencies for procedure {schema}.{procedure_name}: {e}" + ) + return None + + def loop_materialized_views( + self, + inspector: Inspector, + schema: str, + sql_config: OracleConfig, + ) -> Iterable[Union[MetadataWorkUnit, SqlWorkUnit]]: + """Loop through materialized views in the schema.""" + if hasattr(inspector, "get_materialized_view_names"): + mview_names = inspector.get_materialized_view_names(schema=schema) + else: + # Fallback for regular inspector + mview_names = self._get_materialized_view_names_fallback( + inspector=inspector, schema=schema + ) + + for mview in mview_names: + dataset_name = self.get_identifier( + schema=schema, entity=mview, inspector=inspector + ) + + if not self.config.view_pattern.allowed(dataset_name): + self.report.report_dropped(dataset_name) + continue + + yield from self._process_materialized_view( + dataset_name=dataset_name, + inspector=inspector, + schema=schema, + mview=mview, + sql_config=sql_config, + ) + + def _get_materialized_view_names_fallback( + self, inspector: Inspector, schema: Optional[str] = None + ) -> List[str]: + """Fallback method to get materialized view names when using regular inspector.""" + try: + schema = inspector.dialect.denormalize_name( + schema or inspector.dialect.default_schema_name + ) + tables_prefix = self.config.data_dictionary_mode.value + + with inspector.engine.connect() as conn: + cursor = conn.execute( + sql.text( + MATERIALIZED_VIEWS_QUERY.format(tables_prefix=tables_prefix) + ), + dict(owner=schema), + ) + + return [ + inspector.dialect.normalize_name(row[0]) + or _raise_err( + ValueError(f"Invalid materialized view name: {row[0]}") + ) + for row in cursor + ] + except Exception as e: + logger.warning( + f"Failed to get materialized view names for schema {schema}: {e}" + ) + return [] + + def _process_materialized_view( + self, + dataset_name: str, + inspector: Inspector, + schema: str, + mview: str, + sql_config: OracleConfig, + ) -> Iterable[Union[MetadataWorkUnit]]: + """Process materialized view similar to regular view but with materialized flag.""" + try: + # Get materialized view definition + if hasattr(inspector, "get_materialized_view_definition"): + mview_definition = inspector.get_materialized_view_definition( + mview_name=mview, schema=schema + ) + else: + # Fallback for regular inspector + mview_definition = self._get_materialized_view_definition_fallback( + inspector=inspector, mview_name=mview, schema=schema + ) + + description, properties, location_urn = self.get_table_properties( + inspector=inspector, schema=schema, table=mview + ) + + # Get columns for the materialized view + columns = self._get_columns( + dataset_name=dataset_name, + inspector=inspector, + schema=schema, + table=mview, + ) + schema_metadata = get_schema_metadata( + sql_report=self.report, + dataset_name=dataset_name, + platform=self.platform, + columns=columns, + ) + + dataset_urn = make_dataset_urn_with_platform_instance( + platform=self.platform, + name=dataset_name, + platform_instance=self.config.platform_instance, + env=self.config.env, + ) + + properties["materialized_view_definition"] = mview_definition + if mview_definition and self.config.include_view_lineage: + default_db = None + default_schema = None + try: + default_db, default_schema = self.get_db_schema(dataset_name) + except ValueError: + logger.warning( + f"Invalid materialized view identifier: {dataset_name}" + ) + self.aggregator.add_view_definition( + view_urn=dataset_urn, + view_definition=mview_definition, + default_db=default_db, + default_schema=default_schema, + ) + + db_name = self.get_db_name(inspector=inspector) + yield from self.add_table_to_schema_container( + dataset_urn=dataset_urn, + db_name=db_name, + schema=schema, + ) + + # Create dataset properties + dataset_properties = models.DatasetPropertiesClass( + name=mview, + description=description, + customProperties=properties, + ) + + # Create MCP for dataset properties + yield MetadataChangeProposalWrapper( + entityUrn=dataset_urn, + aspect=dataset_properties, + ).as_workunit() + + if schema_metadata: + yield MetadataChangeProposalWrapper( + entityUrn=dataset_urn, + aspect=schema_metadata, + ).as_workunit() + + # Add platform instance if configured + dpi_aspect = self.get_dataplatform_instance_aspect(dataset_urn=dataset_urn) + if dpi_aspect: + yield dpi_aspect + + # Mark as materialized view subtype + yield MetadataChangeProposalWrapper( + entityUrn=dataset_urn, + aspect=SubTypesClass(typeNames=[DatasetSubTypes.VIEW]), + ).as_workunit() + + # Add view properties aspect with materialized=True + view_properties_aspect = ViewPropertiesClass( + materialized=True, viewLanguage="SQL", viewLogic=mview_definition + ) + yield MetadataChangeProposalWrapper( + entityUrn=dataset_urn, + aspect=view_properties_aspect, + ).as_workunit() + + if self.config.domain and self.domain_registry: + domain_urn = self.domain_registry.get_domain_urn(dataset_urn) + if domain_urn: + yield from auto_workunit( + self.gen_domain_aspect(dataset_urn, domain_urn) # type: ignore[attr-defined] + ) + + except Exception as e: + logger.warning(f"Error processing materialized view {schema}.{mview}: {e}") + self.report.warning( + title="Failed to Process Materialized View", + message=f"Unable to process materialized view {schema}.{mview}", + context=f"{schema}.{mview}", + exc=e, + ) + + def _get_materialized_view_definition_fallback( + self, inspector: Inspector, mview_name: str, schema: Optional[str] = None + ) -> Union[str, None]: + """Fallback method to get materialized view definition when using regular inspector.""" + try: + denormalized_mview_name = inspector.dialect.denormalize_name(mview_name) + schema = inspector.dialect.denormalize_name( + schema or inspector.dialect.default_schema_name + ) + + tables_prefix = self.config.data_dictionary_mode.value + + params = {"mview_name": denormalized_mview_name} + text = MATERIALIZED_VIEW_DEFINITION_QUERY.format( + tables_prefix=tables_prefix + ) + + if schema is not None: + params["owner"] = schema + text += "\nAND owner = :owner" + + result = inspector.bind.execute(sql.text(text), params).scalar() + return result + except Exception as e: + logger.warning( + f"Failed to get materialized view definition for {schema}.{mview_name}: {e}" + ) + return None + def get_workunits(self): """ Override get_workunits to patch Oracle dialect for custom types. @@ -753,7 +1491,9 @@ def generate_profile_candidates( schema: str, ) -> Optional[List[str]]: tables_table_name = ( - "ALL_TABLES" if self.config.data_dictionary_mode == "ALL" else "DBA_TABLES" + "ALL_TABLES" + if self.config.data_dictionary_mode == DataDictionaryMode.ALL + else "DBA_TABLES" ) # If stats are available , they are used even if they are stale. @@ -763,17 +1503,7 @@ def generate_profile_candidates( # as profiling candidates. cursor = inspector.bind.execute( sql.text( - f"""SELECT - t.OWNER, - t.TABLE_NAME, - t.NUM_ROWS, - t.LAST_ANALYZED, - COALESCE(t.NUM_ROWS * t.AVG_ROW_LEN, 0) / (1024 * 1024 * 1024) AS SIZE_GB - FROM {tables_table_name} t - WHERE t.OWNER = :owner - AND (t.NUM_ROWS < :table_row_limit OR t.NUM_ROWS IS NULL) - AND COALESCE(t.NUM_ROWS * t.AVG_ROW_LEN, 0) / (1024 * 1024 * 1024) < :table_size_limit - """ + PROFILE_CANDIDATES_QUERY.format(tables_table_name=tables_table_name) ), dict( owner=inspector.dialect.denormalize_name(schema), diff --git a/metadata-ingestion/tests/integration/oracle/common.py b/metadata-ingestion/tests/integration/oracle/common.py index 17c1a43894fcc5..8311b78c1657bf 100644 --- a/metadata-ingestion/tests/integration/oracle/common.py +++ b/metadata-ingestion/tests/integration/oracle/common.py @@ -105,6 +105,10 @@ class OracleSourceMockDataBase: "SELECT ac.constraint_name": MockConstraints(), "SELECT col.column_name": MockColumns().execute(), "SELECT text": MockViewDefinition(), + "SELECT mview_name FROM dba_mviews WHERE owner = :owner": [], # No materialized views in mock data + "SELECT query FROM dba_mviews WHERE mview_name=:mview_name": None, # No materialized view definition + "SELECT mview_name FROM ALL_MVIEWS WHERE owner = :owner": [], # No materialized views in mock data (ALL mode) + "SELECT query FROM ALL_MVIEWS WHERE mview_name=:mview_name": None, # No materialized view definition (ALL mode) "schema1": (["test1"], ["test2"]), "schema2": (["test3"], ["test4"]), } diff --git a/metadata-ingestion/tests/integration/oracle/docker-compose.yml b/metadata-ingestion/tests/integration/oracle/docker-compose.yml new file mode 100644 index 00000000000000..a6f18c795bc236 --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/docker-compose.yml @@ -0,0 +1,19 @@ +services: + testoracle: + image: container-registry.oracle.com/database/express:21.3.0-xe + container_name: "testoracle" + environment: + ORACLE_PWD: example + ORACLE_CHARACTERSET: AL32UTF8 + ports: + - "51521:1521" + - "55500:5500" # Oracle Enterprise Manager Express + volumes: + - ./startup:/opt/oracle/scripts/startup + healthcheck: + test: ["CMD-SHELL", "healthcheck.sh"] + interval: 30s + timeout: 10s + retries: 10 + start_period: 120s + diff --git a/metadata-ingestion/tests/integration/oracle/golden_files/golden_mces_oracle_to_file_with_all_tables.json b/metadata-ingestion/tests/integration/oracle/golden_files/golden_mces_oracle_to_file_with_all_tables.json new file mode 100644 index 00000000000000..5d23f91b3f74ec --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/golden_files/golden_mces_oracle_to_file_with_all_tables.json @@ -0,0 +1,20364 @@ +[ +{ + "entityType": "container", + "entityUrn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "changeType": "UPSERT", + "aspectName": "containerProperties", + "aspect": { + "json": { + "customProperties": { + "platform": "oracle", + "env": "PROD", + "database": "" + }, + "name": "", + "env": "PROD" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "changeType": "UPSERT", + "aspectName": "status", + "aspect": { + "json": { + "removed": false + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "changeType": "UPSERT", + "aspectName": "dataPlatformInstance", + "aspect": { + "json": { + "platform": "urn:li:dataPlatform:oracle" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "changeType": "UPSERT", + "aspectName": "subTypes", + "aspect": { + "json": { + "typeNames": [ + "Database" + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "changeType": "UPSERT", + "aspectName": "browsePathsV2", + "aspect": { + "json": { + "path": [] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec", + "changeType": "UPSERT", + "aspectName": "container", + "aspect": { + "json": { + "container": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec", + "changeType": "UPSERT", + "aspectName": "containerProperties", + "aspect": { + "json": { + "customProperties": { + "platform": "oracle", + "env": "PROD", + "database": "", + "schema": "analytics_schema" + }, + "name": "analytics_schema", + "env": "PROD" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec", + "changeType": "UPSERT", + "aspectName": "status", + "aspect": { + "json": { + "removed": false + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec", + "changeType": "UPSERT", + "aspectName": "dataPlatformInstance", + "aspect": { + "json": { + "platform": "urn:li:dataPlatform:oracle" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec", + "changeType": "UPSERT", + "aspectName": "subTypes", + "aspect": { + "json": { + "typeNames": [ + "Schema" + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "container", + "entityUrn": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec", + "changeType": "UPSERT", + "aspectName": "browsePathsV2", + "aspect": { + "json": { + "path": [ + { + "id": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "urn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0" + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,analytics_schema.simple_analytics,PROD)", + "changeType": "UPSERT", + "aspectName": "container", + "aspect": { + "json": { + "container": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "proposedSnapshot": { + "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": { + "urn": "urn:li:dataset:(urn:li:dataPlatform:oracle,analytics_schema.simple_analytics,PROD)", + "aspects": [ + { + "com.linkedin.pegasus2avro.common.Status": { + "removed": false + } + }, + { + "com.linkedin.pegasus2avro.dataset.DatasetProperties": { + "customProperties": { + "is_view": "True", + "view_definition": "SELECT\n SYSDATE AS refresh_date,\n 'Analytics Data' AS description,\n 1 AS record_count\nFROM DUAL" + }, + "name": "simple_analytics", + "tags": [] + } + }, + { + "com.linkedin.pegasus2avro.schema.SchemaMetadata": { + "schemaName": "analytics_schema.simple_analytics", + "platform": "urn:li:dataPlatform:oracle", + "version": 0, + "created": { + "time": 0, + "actor": "urn:li:corpuser:unknown" + }, + "lastModified": { + "time": 0, + "actor": "urn:li:corpuser:unknown" + }, + "hash": "", + "platformSchema": { + "com.linkedin.pegasus2avro.schema.MySqlDDL": { + "tableSchema": "" + } + }, + "fields": [ + { + "fieldPath": "refresh_date", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.TimeType": {} + } + }, + "nativeDataType": "DATE", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "description", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.StringType": {} + } + }, + "nativeDataType": "CHAR(14)", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "record_count", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "NUMBER", + "recursive": false, + "isPartOfKey": false + } + ] + } + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,analytics_schema.simple_analytics,PROD)", + "changeType": "UPSERT", + "aspectName": "subTypes", + "aspect": { + "json": { + "typeNames": [ + "View" + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,analytics_schema.simple_analytics,PROD)", + "changeType": "UPSERT", + "aspectName": "viewProperties", + "aspect": { + "json": { + "materialized": false, + "viewLogic": "SELECT\n SYSDATE AS refresh_date,\n 'Analytics Data' AS description,\n 1 AS record_count\nFROM DUAL", + "viewLanguage": "SQL" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,analytics_schema.simple_analytics,PROD)", + "changeType": "UPSERT", + "aspectName": "browsePathsV2", + "aspect": { + "json": { + "path": [ + { + "id": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "urn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0" + }, + { + "id": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec", + "urn": "urn:li:container:46760f7f2b2d60ee82729b190423a8ec" + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataFlow", + "entityUrn": "urn:li:dataFlow:(oracle,.analytics_schema.stored_procedures,PROD)", + "changeType": "UPSERT", + "aspectName": "dataFlowInfo", + "aspect": { + "json": { + "customProperties": {}, + "name": ".analytics_schema.stored_procedures" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-2022_02_03-07_00_00-3aq9mo", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataFlow", + "entityUrn": "urn:li:dataFlow:(oracle,.analytics_schema.stored_procedures,PROD)", + "changeType": "UPSERT", + "aspectName": 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"urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD)", + "changeType": "UPSERT", + "aspectName": "subTypes", + "aspect": { + "json": { + "typeNames": [ + "Table" + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD)", + "changeType": "UPSERT", + "aspectName": "browsePathsV2", + "aspect": { + "json": { + "path": [ + { + "id": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "urn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0" + }, + { + "id": "urn:li:container:afc89a9f6529cfeae28f6d91b84f159e", + "urn": "urn:li:container:afc89a9f6529cfeae28f6d91b84f159e" + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD)", + "changeType": "UPSERT", + "aspectName": "container", + "aspect": { + "json": { + "container": "urn:li:container:afc89a9f6529cfeae28f6d91b84f159e" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "proposedSnapshot": { + "com.linkedin.pegasus2avro.metadata.snapshot.DatasetSnapshot": { + "urn": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD)", + "aspects": [ + { + "com.linkedin.pegasus2avro.common.Status": { + "removed": false + } + }, + { + "com.linkedin.pegasus2avro.dataset.DatasetProperties": { + "customProperties": { + "is_view": "True", + "view_definition": "SELECT\n department_id,\n COUNT(*) AS employee_count,\n AVG(salary) AS avg_salary,\n MAX(salary) AS max_salary,\n MIN(salary) AS min_salary\nFROM employees\nGROUP BY department_id" + }, + "name": "employee_summary", + "tags": [] + } + }, + { + "com.linkedin.pegasus2avro.schema.SchemaMetadata": { + "schemaName": "hr_schema.employee_summary", + "platform": "urn:li:dataPlatform:oracle", + "version": 0, + "created": { + "time": 0, + "actor": "urn:li:corpuser:unknown" + }, + "lastModified": { + "time": 0, + "actor": "urn:li:corpuser:unknown" + }, + "hash": "", + "platformSchema": { + "com.linkedin.pegasus2avro.schema.MySqlDDL": { + "tableSchema": "" + } + }, + "fields": [ + { + "fieldPath": "department_id", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "NUMBER(4, 0)", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "employee_count", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "NUMBER", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "avg_salary", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "NUMBER", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "max_salary", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "NUMBER", + "recursive": false, + "isPartOfKey": false + }, + { + "fieldPath": "min_salary", + "nullable": true, + "type": { + "type": { + "com.linkedin.pegasus2avro.schema.NumberType": {} + } + }, + "nativeDataType": "NUMBER", + "recursive": false, + "isPartOfKey": false + } + ] + } + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD)", + "changeType": "UPSERT", + "aspectName": "subTypes", + "aspect": { + "json": { + "typeNames": [ + "View" + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD)", + "changeType": "UPSERT", + "aspectName": "viewProperties", + "aspect": { + "json": { + "materialized": false, + "viewLogic": "SELECT\n department_id,\n COUNT(*) AS employee_count,\n AVG(salary) AS avg_salary,\n MAX(salary) AS max_salary,\n MIN(salary) AS min_salary\nFROM employees\nGROUP BY department_id", + "viewLanguage": "SQL" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD)", + "changeType": "UPSERT", + "aspectName": "upstreamLineage", + "aspect": { + "json": { + "upstreams": [ + { + "auditStamp": { + "time": 1643871600000, + "actor": "urn:li:corpuser:_ingestion" + }, + "created": { + "time": 0, + "actor": "urn:li:corpuser:_ingestion" + }, + "dataset": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD)", + "type": "VIEW", + "query": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29" + } + ], + "fineGrainedLineages": [ + { + "upstreamType": "FIELD_SET", + "upstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD),department_id)" + ], + "downstreamType": "FIELD", + "downstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),department_id)" + ], + "transformOperation": "COPY: \"EMPLOYEES\".\"DEPARTMENT_ID\" AS \"DEPARTMENT_ID\"", + "confidenceScore": 0.9, + "query": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29" + }, + { + "upstreamType": "FIELD_SET", + "upstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD),salary)" + ], + "downstreamType": "FIELD", + "downstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),avg_salary)" + ], + "transformOperation": "SQL: AVG(\"EMPLOYEES\".\"SALARY\") AS \"AVG_SALARY\"", + "confidenceScore": 0.9, + "query": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29" + }, + { + "upstreamType": "FIELD_SET", + "upstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD),salary)" + ], + "downstreamType": "FIELD", + "downstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),max_salary)" + ], + "transformOperation": "SQL: MAX(\"EMPLOYEES\".\"SALARY\") AS \"MAX_SALARY\"", + "confidenceScore": 0.9, + "query": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29" + }, + { + "upstreamType": "FIELD_SET", + "upstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD),salary)" + ], + "downstreamType": "FIELD", + "downstreams": [ + "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),min_salary)" + ], + "transformOperation": "SQL: MIN(\"EMPLOYEES\".\"SALARY\") AS \"MIN_SALARY\"", + "confidenceScore": 0.9, + "query": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29" + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "dataset", + "entityUrn": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD)", + "changeType": "UPSERT", + "aspectName": "browsePathsV2", + "aspect": { + "json": { + "path": [ + { + "id": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0", + "urn": "urn:li:container:3a4688ecc84119d5c1b3004e4a9a63b0" + }, + { + "id": "urn:li:container:afc89a9f6529cfeae28f6d91b84f159e", + "urn": "urn:li:container:afc89a9f6529cfeae28f6d91b84f159e" + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "query", + "entityUrn": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29", + "changeType": "UPSERT", + "aspectName": "queryProperties", + "aspect": { + "json": { + "customProperties": {}, + "statement": { + "value": "SELECT\n department_id,\n COUNT(*) AS employee_count,\n AVG(salary) AS avg_salary,\n MAX(salary) AS max_salary,\n MIN(salary) AS min_salary\nFROM employees\nGROUP BY\n department_id", + "language": "SQL" + }, + "source": "SYSTEM", + "created": { + "time": 0, + "actor": "urn:li:corpuser:_ingestion" + }, + "lastModified": { + "time": 1643871600000, + "actor": "urn:li:corpuser:_ingestion" + } + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "query", + "entityUrn": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29", + "changeType": "UPSERT", + "aspectName": "querySubjects", + "aspect": { + "json": { + "subjects": [ + { + "entity": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD)" + }, + { + "entity": "urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD)" + }, + { + "entity": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD),department_id)" + }, + { + "entity": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employees,PROD),salary)" + }, + { + "entity": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),department_id)" + }, + { + "entity": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),employee_count)" + }, + { + "entity": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),avg_salary)" + }, + { + "entity": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),max_salary)" + }, + { + "entity": "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:oracle,hr_schema.employee_summary,PROD),min_salary)" + } + ] + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "query", + "entityUrn": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29", + "changeType": "UPSERT", + "aspectName": "dataPlatformInstance", + "aspect": { + "json": { + "platform": "urn:li:dataPlatform:oracle" + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +}, +{ + "entityType": "query", + "entityUrn": "urn:li:query:view_urn%3Ali%3Adataset%3A%28urn%3Ali%3AdataPlatform%3Aoracle%2Chr_schema.employee_summary%2CPROD%29", + "changeType": "UPSERT", + "aspectName": "status", + "aspect": { + "json": { + "removed": false + } + }, + "systemMetadata": { + "lastObserved": 1643871600000, + "runId": "oracle-no-procedures-test", + "lastRunId": "no-run-id-provided" + } +} +] \ No newline at end of file diff --git a/metadata-ingestion/tests/integration/oracle/golden_test_error_handling.json b/metadata-ingestion/tests/integration/oracle/golden_files/golden_test_error_handling.json similarity index 100% rename from metadata-ingestion/tests/integration/oracle/golden_test_error_handling.json rename to metadata-ingestion/tests/integration/oracle/golden_files/golden_test_error_handling.json diff --git a/metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_database.json b/metadata-ingestion/tests/integration/oracle/golden_files/golden_test_ingest_with_database.json similarity index 100% rename from metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_database.json rename to metadata-ingestion/tests/integration/oracle/golden_files/golden_test_ingest_with_database.json diff --git a/metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_out_database.json b/metadata-ingestion/tests/integration/oracle/golden_files/golden_test_ingest_with_out_database.json similarity index 100% rename from metadata-ingestion/tests/integration/oracle/golden_test_ingest_with_out_database.json rename to metadata-ingestion/tests/integration/oracle/golden_files/golden_test_ingest_with_out_database.json diff --git a/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_all_tables.yml b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_all_tables.yml new file mode 100644 index 00000000000000..315259f3275254 --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_all_tables.yml @@ -0,0 +1,26 @@ +source: + type: oracle + config: + username: system + password: example + host_port: localhost:51521 + service_name: XEPDB1 + include_stored_procedures: true + include_materialized_views: true + data_dictionary_mode: "ALL" # Test ALL_* system tables + schema_pattern: + allow: + - "^HR_SCHEMA$" + - "^SALES_SCHEMA$" + - "^ANALYTICS_SCHEMA$" + - "^SYSTEM$" + procedure_pattern: + allow: + - ".*" + profiling: + enabled: false + +sink: + type: file + config: + filename: "oracle_mces.json" diff --git a/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_dba_tables.yml b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_dba_tables.yml new file mode 100644 index 00000000000000..d1200911f4244f --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_dba_tables.yml @@ -0,0 +1,26 @@ +source: + type: oracle + config: + username: system + password: example + host_port: localhost:51521 + service_name: XEPDB1 + include_stored_procedures: true + include_materialized_views: true + data_dictionary_mode: "DBA" # Test DBA_* system tables + schema_pattern: + allow: + - "^HR_SCHEMA$" + - "^SALES_SCHEMA$" + - "^ANALYTICS_SCHEMA$" + - "^SYSTEM$" + procedure_pattern: + allow: + - ".*" + profiling: + enabled: false + +sink: + type: file + config: + filename: "oracle_mces.json" diff --git a/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_stored_procedures.yml b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_stored_procedures.yml new file mode 100644 index 00000000000000..6bdd49ebf66a27 --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_with_stored_procedures.yml @@ -0,0 +1,27 @@ +run_id: oracle-stored-procedures-test + +source: + type: oracle + config: + username: system + password: example + host_port: localhost:51521 + service_name: XEPDB1 + include_stored_procedures: true + include_materialized_views: true + data_dictionary_mode: "ALL" # Use ALL views (SYSTEM user doesn't have DBA access in PDB) + schema_pattern: + allow: + - "^HR_SCHEMA$" + - "^SALES_SCHEMA$" + - "^ANALYTICS_SCHEMA$" + - "^SYSTEM$" + procedure_pattern: + allow: + - ".*" + profiling: + enabled: false +sink: + type: file + config: + filename: "oracle_mces.json" diff --git a/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_without_stored_procedures.yml b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_without_stored_procedures.yml new file mode 100644 index 00000000000000..1e20af957457e9 --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/source_files/oracle_to_file_without_stored_procedures.yml @@ -0,0 +1,20 @@ +run_id: oracle-no-procedures-test + +source: + type: oracle + config: + username: system + password: example + host_port: localhost:51521 + service_name: XEPDB1 + include_stored_procedures: false + include_materialized_views: true + schema_pattern: + allow: + - "^HR_SCHEMA" + profiling: + enabled: false +sink: + type: file + config: + filename: "oracle_mces.json" diff --git a/metadata-ingestion/tests/integration/oracle/startup/01_setup.sql b/metadata-ingestion/tests/integration/oracle/startup/01_setup.sql new file mode 100644 index 00000000000000..ceb542051551ba --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/startup/01_setup.sql @@ -0,0 +1,457 @@ +-- Oracle Integration Test Setup Script +-- This script creates comprehensive test data including stored procedures, +-- materialized views, and dependencies for testing DataHub Oracle ingestion + +-- Note: This script runs automatically during Oracle Docker container initialization +-- with SYSDBA privileges in the XEPDB1 pluggable database + +-- Connect to the PDB first +ALTER SESSION SET CONTAINER = XEPDB1; + +-- Create test schemas (local users in PDB) +CREATE USER hr_schema IDENTIFIED BY hr123; +CREATE USER sales_schema IDENTIFIED BY sales123; +CREATE USER analytics_schema IDENTIFIED BY analytics123; + +-- Grant necessary privileges including tablespace quota +GRANT CONNECT, RESOURCE, CREATE VIEW, CREATE MATERIALIZED VIEW, QUERY REWRITE TO hr_schema; +GRANT CONNECT, RESOURCE, CREATE VIEW, CREATE MATERIALIZED VIEW, QUERY REWRITE TO sales_schema; +GRANT CONNECT, RESOURCE, CREATE VIEW, CREATE MATERIALIZED VIEW, QUERY REWRITE TO analytics_schema; + +-- Grant additional system privileges needed for materialized views to all schemas +GRANT CREATE ANY MATERIALIZED VIEW TO hr_schema; +GRANT ALTER ANY MATERIALIZED VIEW TO hr_schema; +GRANT CREATE ANY MATERIALIZED VIEW TO sales_schema; +GRANT ALTER ANY MATERIALIZED VIEW TO sales_schema; +GRANT CREATE ANY MATERIALIZED VIEW TO analytics_schema; +GRANT ALTER ANY MATERIALIZED VIEW TO analytics_schema; + +-- Grant SYSTEM user privileges to create materialized views in other schemas +-- (SYSTEM already has these privileges, but let's be explicit) +-- Note: SYSTEM user should already have these privileges by default + +-- Grant tablespace quota (needed for inserting data) +ALTER USER hr_schema QUOTA UNLIMITED ON USERS; +ALTER USER sales_schema QUOTA UNLIMITED ON USERS; +ALTER USER analytics_schema QUOTA UNLIMITED ON USERS; + +-- Grant additional privileges for procedures and packages +GRANT CREATE PROCEDURE TO hr_schema; +GRANT CREATE PROCEDURE TO sales_schema; +GRANT CREATE PROCEDURE TO analytics_schema; + +-- Create HR_SCHEMA objects +ALTER SESSION SET CURRENT_SCHEMA = hr_schema; + +-- Create base tables +CREATE TABLE departments ( + department_id NUMBER(4) PRIMARY KEY, + department_name VARCHAR2(30) NOT NULL, + manager_id NUMBER(6), + location_id NUMBER(4) +); + +CREATE TABLE employees ( + employee_id NUMBER(6) PRIMARY KEY, + first_name VARCHAR2(20), + last_name VARCHAR2(25) NOT NULL, + email VARCHAR2(25) NOT NULL, + phone_number VARCHAR2(20), + hire_date DATE NOT NULL, + job_id VARCHAR2(10) NOT NULL, + salary NUMBER(8,2), + commission_pct NUMBER(2,2), + manager_id NUMBER(6), + department_id NUMBER(4), + CONSTRAINT emp_dept_fk FOREIGN KEY (department_id) REFERENCES departments(department_id) +); + +-- Insert sample data +INSERT INTO departments VALUES (10, 'Administration', 200, 1700); +INSERT INTO departments VALUES (20, 'Marketing', 201, 1800); +INSERT INTO departments VALUES (50, 'Shipping', 121, 1500); +INSERT INTO departments VALUES (60, 'IT', 103, 1400); + +INSERT INTO employees VALUES (100, 'Steven', 'King', 'SKING', '515.123.4567', DATE '2003-06-17', 'AD_PRES', 24000, NULL, NULL, 10); +INSERT INTO employees VALUES (101, 'Neena', 'Kochhar', 'NKOCHHAR', '515.123.4568', DATE '2005-09-21', 'AD_VP', 17000, NULL, 100, 10); +INSERT INTO employees VALUES (102, 'Lex', 'De Haan', 'LDEHAAN', '515.123.4569', DATE '2001-01-13', 'AD_VP', 17000, NULL, 100, 10); +INSERT INTO employees VALUES (103, 'Alexander', 'Hunold', 'AHUNOLD', '590.423.4567', DATE '2006-01-03', 'IT_PROG', 9000, NULL, 102, 60); + +-- Create HR stored procedures with dependencies +CREATE OR REPLACE PROCEDURE get_employee_info(p_emp_id IN NUMBER, p_cursor OUT SYS_REFCURSOR) AS +BEGIN + OPEN p_cursor FOR + SELECT e.employee_id, e.first_name, e.last_name, e.salary, d.department_name + FROM employees e + JOIN departments d ON e.department_id = d.department_id + WHERE e.employee_id = p_emp_id; +END; +/ + +CREATE OR REPLACE FUNCTION calculate_annual_salary(p_emp_id IN NUMBER) RETURN NUMBER AS + v_salary NUMBER; + v_commission NUMBER; +BEGIN + SELECT salary, NVL(commission_pct, 0) INTO v_salary, v_commission + FROM employees + WHERE employee_id = p_emp_id; + + RETURN v_salary * 12 * (1 + v_commission); +END; +/ + +-- Create SALES_SCHEMA objects +ALTER SESSION SET CURRENT_SCHEMA = sales_schema; + +CREATE TABLE orders ( + order_id NUMBER(12) PRIMARY KEY, + order_date DATE NOT NULL, + customer_id NUMBER(6) NOT NULL, + order_status VARCHAR2(8) NOT NULL, + order_total NUMBER(8,2), + sales_rep_id NUMBER(6) +); + +CREATE TABLE order_items ( + order_id NUMBER(12), + line_item_id NUMBER(3), + product_id NUMBER(6) NOT NULL, + unit_price NUMBER(8,2), + quantity NUMBER(8), + PRIMARY KEY (order_id, line_item_id), + CONSTRAINT order_items_order_fk FOREIGN KEY (order_id) REFERENCES orders(order_id) +); + +-- Insert sample data +INSERT INTO orders VALUES (1001, DATE '2024-01-15', 101, 'SHIPPED', 2500.00, 100); +INSERT INTO orders VALUES (1002, DATE '2024-01-16', 102, 'PENDING', 1800.00, 101); +INSERT INTO orders VALUES (1003, DATE '2024-01-17', 103, 'SHIPPED', 3200.00, 102); + +INSERT INTO order_items VALUES (1001, 1, 2001, 50.00, 10); +INSERT INTO order_items VALUES (1001, 2, 2002, 75.00, 20); +INSERT INTO order_items VALUES (1002, 1, 2003, 30.00, 60); +INSERT INTO order_items VALUES (1003, 1, 2001, 50.00, 25); +INSERT INTO order_items VALUES (1003, 2, 2004, 120.00, 15); + +-- Note: Cross-schema grants will be applied at the end of the script + +-- Create sales stored procedures with cross-schema dependencies +CREATE OR REPLACE PROCEDURE process_order(p_order_id IN NUMBER) AS + v_sales_rep_id NUMBER; + v_emp_name VARCHAR2(50); +BEGIN + -- Get sales rep info from HR schema + SELECT o.sales_rep_id INTO v_sales_rep_id + FROM orders o + WHERE o.order_id = p_order_id; + + -- Get employee name from HR schema (creates dependency) + SELECT first_name || ' ' || last_name INTO v_emp_name + FROM hr_schema.employees + WHERE employee_id = v_sales_rep_id; + + -- Update order status + UPDATE orders + SET order_status = 'PROCESSED' + WHERE order_id = p_order_id; + + -- Log processing (this would create dependency on a log table if it existed) + NULL; -- Placeholder for logging logic +END; +/ + +CREATE OR REPLACE FUNCTION get_order_total(p_order_id IN NUMBER) RETURN NUMBER AS + v_total NUMBER := 0; +BEGIN + SELECT SUM(unit_price * quantity) INTO v_total + FROM order_items + WHERE order_id = p_order_id; + + RETURN NVL(v_total, 0); +END; +/ + +-- Create ANALYTICS_SCHEMA objects with materialized views +ALTER SESSION SET CURRENT_SCHEMA = analytics_schema; + +-- Note: Materialized views will be created at the end of the script after grants are applied + +-- Create analytics stored procedures that use materialized views +CREATE OR REPLACE PROCEDURE refresh_analytics_data AS +BEGIN + -- Refresh materialized views (creates dependencies) + DBMS_MVIEW.REFRESH('employee_sales_summary'); + DBMS_MVIEW.REFRESH('monthly_order_summary'); +END; +/ + +CREATE OR REPLACE FUNCTION get_top_performer RETURN VARCHAR2 AS + v_top_performer VARCHAR2(100); +BEGIN + SELECT employee_name INTO v_top_performer + FROM ( + SELECT employee_name, total_sales + FROM employee_sales_summary + WHERE total_sales IS NOT NULL + ORDER BY total_sales DESC + ) + WHERE ROWNUM = 1; + + RETURN v_top_performer; +EXCEPTION + WHEN NO_DATA_FOUND THEN + RETURN 'No data available'; +END; +/ + +-- Create a package with multiple procedures +CREATE OR REPLACE PACKAGE analytics_pkg AS + PROCEDURE generate_sales_report(p_month IN VARCHAR2); + FUNCTION calculate_commission(p_emp_id IN NUMBER, p_rate IN NUMBER) RETURN NUMBER; +END analytics_pkg; +/ + +CREATE OR REPLACE PACKAGE BODY analytics_pkg AS + PROCEDURE generate_sales_report(p_month IN VARCHAR2) AS + v_count NUMBER; + BEGIN + -- Use both materialized views (creates dependencies) + SELECT COUNT(*) INTO v_count + FROM employee_sales_summary e + JOIN monthly_order_summary m ON 1=1 -- Simplified join for demo + WHERE m.order_month = p_month; + + -- This procedure depends on both materialized views + NULL; -- Placeholder for report generation logic + END generate_sales_report; + + FUNCTION calculate_commission(p_emp_id IN NUMBER, p_rate IN NUMBER) RETURN NUMBER AS + v_total_sales NUMBER; + BEGIN + -- Depends on employee_sales_summary materialized view + SELECT NVL(total_sales, 0) INTO v_total_sales + FROM employee_sales_summary + WHERE employee_id = p_emp_id; + + RETURN v_total_sales * p_rate; + END calculate_commission; +END analytics_pkg; +/ + +-- Now grant cross-schema access (after tables are created) +ALTER SESSION SET CURRENT_SCHEMA = system; + +-- Grant cross-schema access for lineage testing +GRANT SELECT ON hr_schema.employees TO sales_schema; +GRANT SELECT ON hr_schema.departments TO sales_schema; +GRANT SELECT ON sales_schema.orders TO analytics_schema; +GRANT SELECT ON sales_schema.order_items TO analytics_schema; +GRANT SELECT ON hr_schema.employees TO analytics_schema; +GRANT SELECT ON hr_schema.departments TO analytics_schema; + +-- Commit all changes +COMMIT; + +-- Generate sample queries for usage statistics and lineage testing +-- These queries will be processed by the SQL aggregator to generate usage statistics + +-- Simple SELECT queries on individual tables +SELECT COUNT(*) FROM hr_schema.employees; +SELECT COUNT(*) FROM hr_schema.departments; +SELECT COUNT(*) FROM sales_schema.orders; +SELECT COUNT(*) FROM sales_schema.order_items; + +-- Complex transformation queries for lineage testing +-- Multi-table JOIN with aggregation (shows table-to-table lineage) +SELECT + d.department_name, + COUNT(e.employee_id) as employee_count, + AVG(e.salary) as avg_salary, + SUM(CASE WHEN e.hire_date > SYSDATE - 365 THEN 1 ELSE 0 END) as new_hires +FROM hr_schema.employees e +JOIN hr_schema.departments d ON e.department_id = d.department_id +GROUP BY d.department_name +HAVING COUNT(e.employee_id) > 0; + +-- Cross-schema transformation query (HR + Sales lineage) +SELECT + e.employee_id, + e.first_name || ' ' || e.last_name as full_name, + d.department_name, + COUNT(o.order_id) as total_orders, + SUM(o.order_total) as total_sales, + AVG(o.order_total) as avg_order_value +FROM hr_schema.employees e +JOIN hr_schema.departments d ON e.department_id = d.department_id +LEFT JOIN sales_schema.orders o ON e.employee_id = o.sales_rep_id +GROUP BY e.employee_id, e.first_name, e.last_name, d.department_name +ORDER BY total_sales DESC NULLS LAST; + +-- Complex order analysis with item details (Sales schema lineage) +SELECT + o.order_id, + o.order_date, + o.customer_id, + COUNT(oi.line_item_id) as item_count, + SUM(oi.unit_price * oi.quantity) as calculated_total, + o.order_total, + CASE + WHEN SUM(oi.unit_price * oi.quantity) > o.order_total THEN 'DISCOUNT_APPLIED' + WHEN SUM(oi.unit_price * oi.quantity) < o.order_total THEN 'TAX_ADDED' + ELSE 'EXACT_MATCH' + END as price_analysis +FROM sales_schema.orders o +JOIN sales_schema.order_items oi ON o.order_id = oi.order_id +GROUP BY o.order_id, o.order_date, o.customer_id, o.order_total +HAVING COUNT(oi.line_item_id) > 1; + +-- Materialized view queries (shows MV usage) +SELECT employee_name, total_sales, total_orders +FROM analytics_schema.employee_sales_summary +WHERE total_sales > 1000 +ORDER BY total_sales DESC; + +SELECT order_month, order_count, total_revenue, avg_order_value +FROM analytics_schema.monthly_order_summary +WHERE order_count > 5 +ORDER BY total_revenue DESC; + +-- Window function analytics +SELECT + e.employee_id, + e.first_name, + e.last_name, + e.salary, + d.department_name, + RANK() OVER (PARTITION BY d.department_id ORDER BY e.salary DESC) as dept_salary_rank, + AVG(e.salary) OVER (PARTITION BY d.department_id) as dept_avg_salary +FROM hr_schema.employees e +JOIN hr_schema.departments d ON e.department_id = d.department_id; + +-- Subquery transformation (nested dependencies) +SELECT + dept_summary.department_name, + dept_summary.employee_count, + dept_summary.avg_salary, + dept_summary.total_sales +FROM ( + SELECT + d.department_name, + COUNT(DISTINCT e.employee_id) as employee_count, + AVG(e.salary) as avg_salary, + SUM(o.order_total) as total_sales + FROM hr_schema.departments d + LEFT JOIN hr_schema.employees e ON d.department_id = e.department_id + LEFT JOIN sales_schema.orders o ON e.employee_id = o.sales_rep_id + GROUP BY d.department_name +) dept_summary +WHERE dept_summary.employee_count > 0; + +-- Execute stored procedures to show procedure usage +BEGIN + analytics_schema.analytics_pkg.generate_sales_report('2024-01'); +END; +/ + +-- Call functions to show function usage and dependencies +SELECT + order_id, + sales_schema.get_order_total(order_id) as calculated_total, + order_total as stored_total +FROM sales_schema.orders +WHERE ROWNUM <= 10; + +-- Get top performer (function that uses materialized view) +SELECT analytics_schema.get_top_performer() as top_sales_person FROM DUAL; + +-- Execute procedure calls +BEGIN + sales_schema.process_order(1001); + sales_schema.process_order(1002); + sales_schema.process_order(1003); +END; +/ + +-- Union query across schemas (complex transformation) +SELECT 'EMPLOYEE' as record_type, first_name as name, TO_CHAR(employee_id) as id +FROM hr_schema.employees +WHERE ROWNUM <= 5 +UNION ALL +SELECT 'DEPARTMENT' as record_type, department_name as name, TO_CHAR(department_id) as id +FROM hr_schema.departments +WHERE ROWNUM <= 3; + +-- CTE (Common Table Expression) for hierarchical analysis +WITH sales_hierarchy AS ( + SELECT + e.employee_id, + e.first_name || ' ' || e.last_name as employee_name, + e.manager_id, + SUM(o.order_total) as direct_sales + FROM hr_schema.employees e + LEFT JOIN sales_schema.orders o ON e.employee_id = o.sales_rep_id + GROUP BY e.employee_id, e.first_name, e.last_name, e.manager_id +) +SELECT + sh.employee_name, + sh.direct_sales, + mgr.first_name || ' ' || mgr.last_name as manager_name +FROM sales_hierarchy sh +LEFT JOIN hr_schema.employees mgr ON sh.manager_id = mgr.employee_id +WHERE sh.direct_sales > 0; + +-- Apply all cross-schema grants now that all tables exist +-- Allow sales_schema to read from hr_schema (for procedures that join data) +GRANT SELECT ON hr_schema.employees TO sales_schema; +GRANT SELECT ON hr_schema.departments TO sales_schema; + +-- Allow analytics_schema to read from hr_schema and sales_schema (for materialized views) +GRANT SELECT ON hr_schema.employees TO analytics_schema; +GRANT SELECT ON hr_schema.departments TO analytics_schema; +GRANT SELECT ON sales_schema.orders TO analytics_schema; +GRANT SELECT ON sales_schema.order_items TO analytics_schema; + +-- Create regular views in user schemas (materialized views have privilege issues) +-- HR Schema view +ALTER SESSION SET CURRENT_SCHEMA = hr_schema; +CREATE VIEW employee_summary AS +SELECT + department_id, + COUNT(*) AS employee_count, + AVG(salary) AS avg_salary, + MAX(salary) AS max_salary, + MIN(salary) AS min_salary +FROM employees +GROUP BY department_id; + +-- Sales Schema view +ALTER SESSION SET CURRENT_SCHEMA = sales_schema; +CREATE VIEW order_summary AS +SELECT + TO_CHAR(order_date, 'YYYY-MM') AS order_month, + COUNT(*) AS order_count, + SUM(order_total) AS total_revenue, + AVG(order_total) AS avg_order_value +FROM orders +GROUP BY TO_CHAR(order_date, 'YYYY-MM'); + +-- Analytics Schema view +ALTER SESSION SET CURRENT_SCHEMA = analytics_schema; +CREATE VIEW simple_analytics AS +SELECT + SYSDATE AS refresh_date, + 'Analytics Data' AS description, + 1 AS record_count +FROM DUAL; + +-- Create a test materialized view in SYSTEM schema to test our extraction logic +-- SYSTEM user has all necessary privileges +CREATE MATERIALIZED VIEW system.test_mview AS +SELECT + COUNT(*) AS total_schemas, + 'Test Materialized View' AS description +FROM all_users +WHERE username LIKE '%SCHEMA%'; + +-- Status message +SELECT 'Oracle integration test environment with stored procedures and materialized views setup completed successfully!' AS STATUS FROM DUAL; \ No newline at end of file diff --git a/metadata-ingestion/tests/integration/oracle/startup/post_setup.sql b/metadata-ingestion/tests/integration/oracle/startup/post_setup.sql new file mode 100644 index 00000000000000..58d415a86b3e4c --- /dev/null +++ b/metadata-ingestion/tests/integration/oracle/startup/post_setup.sql @@ -0,0 +1,61 @@ +-- Post-setup script to verify the test environment +-- This script runs after the main setup and verifies everything is working + +-- Connect as SYSTEM to check the setup +CONNECT SYSTEM/example@localhost:1521/XEPDB1; + +-- Verify schemas exist +SELECT username, created, account_status +FROM dba_users +WHERE username IN ('HR_SCHEMA', 'SALES_SCHEMA', 'ANALYTICS_SCHEMA') +ORDER BY username; + +-- Verify objects were created +SELECT owner, object_type, COUNT(*) as object_count +FROM dba_objects +WHERE owner IN ('HR_SCHEMA', 'SALES_SCHEMA', 'ANALYTICS_SCHEMA') +AND object_type IN ('TABLE', 'VIEW', 'MATERIALIZED VIEW', 'PROCEDURE', 'FUNCTION', 'PACKAGE', 'PACKAGE BODY') +GROUP BY owner, object_type +ORDER BY owner, object_type; + +-- Verify stored procedures and functions +SELECT owner, object_name, object_type, status +FROM dba_objects +WHERE owner IN ('HR_SCHEMA', 'SALES_SCHEMA', 'ANALYTICS_SCHEMA') +AND object_type IN ('PROCEDURE', 'FUNCTION', 'PACKAGE') +ORDER BY owner, object_type, object_name; + +-- Verify materialized views +SELECT owner, mview_name, refresh_mode, refresh_method +FROM dba_mviews +WHERE owner IN ('HR_SCHEMA', 'SALES_SCHEMA', 'ANALYTICS_SCHEMA') +ORDER BY owner, mview_name; + +-- Verify dependencies exist +SELECT owner, name, type, referenced_owner, referenced_name, referenced_type +FROM dba_dependencies +WHERE owner IN ('HR_SCHEMA', 'SALES_SCHEMA', 'ANALYTICS_SCHEMA') +AND referenced_owner IN ('HR_SCHEMA', 'SALES_SCHEMA', 'ANALYTICS_SCHEMA') +ORDER BY owner, name; + +-- Test a simple function call that actually exists +DECLARE + v_salary NUMBER; +BEGIN + v_salary := hr_schema.calculate_annual_salary(100); + DBMS_OUTPUT.PUT_LINE('Annual salary calculation test: ' || v_salary); +EXCEPTION + WHEN OTHERS THEN + DBMS_OUTPUT.PUT_LINE('Function test failed: ' || SQLERRM); +END; +/ + +-- Display final status +SELECT 'Oracle integration test environment verification completed successfully!' AS status FROM dual; + +-- Show connection info for reference +SELECT + 'Connect with: sqlplus hr_schema/hr123@localhost:1521/XEPDB1' AS hr_connection, + 'Connect with: sqlplus sales_schema/sales123@localhost:1521/XEPDB1' AS sales_connection, + 'Connect with: sqlplus analytics_schema/analytics123@localhost:1521/XEPDB1' AS analytics_connection +FROM dual; \ No newline at end of file diff --git a/metadata-ingestion/tests/integration/oracle/test_oracle.py b/metadata-ingestion/tests/integration/oracle/test_oracle.py index 48f6fd596c9623..fe4c03b3baeaff 100644 --- a/metadata-ingestion/tests/integration/oracle/test_oracle.py +++ b/metadata-ingestion/tests/integration/oracle/test_oracle.py @@ -1,3 +1,6 @@ +import os +import subprocess +import time from typing import Any from unittest import mock from unittest.mock import MagicMock, patch @@ -8,14 +11,92 @@ from datahub.ingestion.api.source import StructuredLogLevel from datahub.ingestion.source.sql.oracle import OracleInspectorObjectWrapper +from datahub.testing import mce_helpers from tests.integration.oracle.common import ( # type: ignore[import-untyped] OracleSourceMockDataBase, OracleTestCaseBase, ) +from tests.test_helpers.click_helpers import run_datahub_cmd +from tests.test_helpers.docker_helpers import wait_for_port FROZEN_TIME = "2022-02-03 07:00:00" +def is_oracle_up(container_name: str, port: int) -> bool: + """Check if Oracle is responsive on a container""" + cmd = f"docker exec {container_name} /opt/oracle/checkDBStatus.sh" + ret = subprocess.run( + cmd, + shell=True, + capture_output=True, + text=True, + ) + return ret.returncode == 0 + + +@pytest.fixture(scope="module") +def oracle_runner(docker_compose_runner, pytestconfig): + test_resources_dir = pytestconfig.rootpath / "tests/integration/oracle" + with docker_compose_runner( + test_resources_dir / "docker-compose.yml", "oracle" + ) as docker_services: + wait_for_port( + docker_services, + "testoracle", + 1521, + timeout=300, # Oracle takes longer to start than SQL Server + checker=lambda: is_oracle_up("testoracle", 1521), + ) + + # Oracle XE automatically runs setup scripts from /opt/oracle/scripts/setup/ + # Wait a bit more to ensure setup is complete + time.sleep(10) + + yield docker_services + + +SOURCE_FILES_PATH = "./tests/integration/oracle/source_files" +config_files = [f for f in os.listdir(SOURCE_FILES_PATH) if f.endswith(".yml")] + + +@pytest.mark.parametrize("config_file", config_files) +@freeze_time(FROZEN_TIME, ignore=["oracledb", "oracledb.thin_impl"]) +@pytest.mark.integration +def test_oracle_ingest(oracle_runner, pytestconfig, tmp_path, mock_time, config_file): + test_resources_dir = pytestconfig.rootpath / "tests/integration/oracle" + # Run the metadata ingestion pipeline. + config_file_path = (test_resources_dir / f"source_files/{config_file}").resolve() + run_datahub_cmd( + ["ingest", "-c", f"{config_file_path}"], tmp_path=tmp_path, check_result=True + ) + + # Verify the output. + mce_helpers.check_golden_file( + pytestconfig, + output_path=tmp_path / "oracle_mces.json", + golden_path=test_resources_dir + / f"golden_files/golden_mces_{config_file.replace('.yml', '.json')}", + ) + + +@pytest.mark.integration +def test_oracle_test_connection(oracle_runner): + """Test Oracle connection using the test_connection method.""" + from datahub.ingestion.source.sql.oracle import OracleSource + + config_dict = { + "username": "system", + "password": "example", + "host_port": "localhost:51521", + "service_name": "XEPDB1", + } + + report = OracleSource.test_connection(config_dict) + assert report.basic_connectivity is not None + assert report.basic_connectivity.capable + assert report.basic_connectivity.failure_reason is None + + class OracleErrorHandlingMockData(OracleSourceMockDataBase): def get_data(self, *args: Any, **kwargs: Any) -> Any: if isinstance(args[0], str) and "sys_context" in args[0]: @@ -56,7 +137,7 @@ def __init__(self, pytestconfig, tmp_path): super().__init__( pytestconfig=pytestconfig, tmp_path=tmp_path, - golden_file_name="golden_test_error_handling.json", + golden_file_name="golden_files/golden_test_error_handling.json", output_file_name="oracle_mce_output_error_handling.json", add_database_name_to_urn=False, ) @@ -152,7 +233,7 @@ def test_oracle_source_integration_with_out_database(pytestconfig, tmp_path): oracle_source_integration_test = OracleIntegrationTestCase( pytestconfig=pytestconfig, tmp_path=tmp_path, - golden_file_name="golden_test_ingest_with_out_database.json", + golden_file_name="golden_files/golden_test_ingest_with_out_database.json", output_file_name="oracle_mce_output_with_out_database.json", add_database_name_to_urn=False, ) @@ -165,7 +246,7 @@ def test_oracle_source_integration_with_database(pytestconfig, tmp_path): oracle_source_integration_test = OracleIntegrationTestCase( pytestconfig=pytestconfig, tmp_path=tmp_path, - golden_file_name="golden_test_ingest_with_database.json", + golden_file_name="golden_files/golden_test_ingest_with_database.json", output_file_name="oracle_mce_output_with_database.json", add_database_name_to_urn=True, ) diff --git a/metadata-ingestion/tests/unit/test_oracle_source.py b/metadata-ingestion/tests/unit/test_oracle_source.py index 0477044354576b..f375c8d7ad1786 100644 --- a/metadata-ingestion/tests/unit/test_oracle_source.py +++ b/metadata-ingestion/tests/unit/test_oracle_source.py @@ -1,9 +1,19 @@ import unittest.mock +from datetime import datetime +from unittest.mock import Mock, patch import pytest +from pydantic import ValidationError +from sqlalchemy.engine import Inspector +from datahub.configuration.common import AllowDenyPattern from datahub.ingestion.api.common import PipelineContext -from datahub.ingestion.source.sql.oracle import OracleConfig, OracleSource +from datahub.ingestion.source.sql.oracle import ( + OracleConfig, + OracleInspectorObjectWrapper, + OracleSource, +) +from datahub.ingestion.source.sql.stored_procedures.base import BaseProcedure def test_oracle_config(): @@ -43,3 +53,516 @@ def test_oracle_config(): }, PipelineContext("test-oracle-config"), ).get_workunits() + + +def test_oracle_config_stored_procedures(): + """Test Oracle configuration for stored procedures.""" + base_config = { + "username": "user", + "password": "password", + "host_port": "host:1521", + "service_name": "svc01", + } + + # Test default stored procedures configuration + config = OracleConfig.parse_obj(base_config) + assert config.include_stored_procedures is True + assert config.procedure_pattern == AllowDenyPattern.allow_all() + assert config.include_materialized_views is True + assert config.include_usage_stats is True + assert config.include_operational_stats is True + + # Test custom stored procedures configuration + custom_config = { + **base_config, + "include_stored_procedures": False, + "procedure_pattern": {"allow": ["HR.*"], "deny": ["SYS.*"]}, + "include_materialized_views": False, + "include_usage_stats": False, + "include_operational_stats": False, + } + config = OracleConfig.parse_obj(custom_config) + assert config.include_stored_procedures is False + assert config.include_materialized_views is False + assert config.include_usage_stats is False + assert config.include_operational_stats is False + assert "HR.*" in config.procedure_pattern.allow + assert "SYS.*" in config.procedure_pattern.deny + + +def test_oracle_config_data_dictionary_mode(): + """Test Oracle configuration validation for data dictionary mode.""" + base_config = { + "username": "user", + "password": "password", + "host_port": "host:1521", + "service_name": "svc01", + } + + # Test valid data dictionary modes + for mode in ["ALL", "DBA"]: + config = OracleConfig.parse_obj({**base_config, "data_dictionary_mode": mode}) + assert config.data_dictionary_mode == mode + + # Test invalid data dictionary mode + with pytest.raises( + ValidationError, match="Specify one of data dictionary views mode" + ): + OracleConfig.parse_obj({**base_config, "data_dictionary_mode": "INVALID"}) + + +class TestOracleInspectorObjectWrapper: + """Test cases for OracleInspectorObjectWrapper.""" + + def setup_method(self): + """Set up test fixtures.""" + self.mock_inspector = Mock(spec=Inspector) + self.mock_inspector.bind = Mock() + self.mock_inspector.dialect = Mock() + self.mock_inspector.dialect.normalize_name = Mock( + side_effect=lambda x: x.lower() + ) + self.mock_inspector.dialect.denormalize_name = Mock( + side_effect=lambda x: x.upper() + ) + self.mock_inspector.dialect.default_schema_name = "TEST_SCHEMA" + + self.wrapper = OracleInspectorObjectWrapper(self.mock_inspector) + + def test_get_materialized_view_names(self): + """Test getting materialized view names.""" + # Mock the database response + mock_cursor = Mock() + mock_cursor.__iter__ = Mock(return_value=iter([("MV1",), ("MV2",)])) + self.mock_inspector.bind.execute.return_value = mock_cursor + + result = self.wrapper.get_materialized_view_names("test_schema") + + assert result == ["mv1", "mv2"] + self.mock_inspector.bind.execute.assert_called_once() + call_args = self.mock_inspector.bind.execute.call_args + assert "dba_mviews" in str(call_args[0][0]).lower() + + def test_get_materialized_view_definition(self): + """Test getting materialized view definition.""" + # Reset the mock for this test + self.mock_inspector.bind.execute.reset_mock() + + mock_definition = "SELECT * FROM test_table" + self.mock_inspector.bind.execute.return_value.scalar.return_value = ( + mock_definition + ) + + result = self.wrapper.get_materialized_view_definition("test_mv", "test_schema") + + assert result == mock_definition + self.mock_inspector.bind.execute.assert_called_once() + call_args = self.mock_inspector.bind.execute.call_args + assert "dba_mviews" in str(call_args[0][0]).lower() + + +class TestOracleSource: + """Test cases for OracleSource.""" + + def setup_method(self): + """Set up test fixtures.""" + self.config = OracleConfig( + username="test_user", + password="test_password", + host_port="localhost:1521", + service_name="test_service", + include_stored_procedures=True, + include_materialized_views=True, + ) + self.ctx = PipelineContext(run_id="test-oracle-source") + + @patch("datahub.ingestion.source.sql.oracle.oracledb") + def test_oracle_source_initialization(self, mock_oracledb): + """Test Oracle source initialization.""" + source = OracleSource(self.config, self.ctx) + assert source.config == self.config + assert source.ctx == self.ctx + + @patch("datahub.ingestion.source.sql.oracle.oracledb") + def test_oracle_source_sql_aggregator_initialization(self, mock_oracledb): + """Test Oracle source SQL aggregator initialization with usage and operations.""" + # Test with usage and operations enabled + config_with_stats = OracleConfig( + username="test_user", + password="test_password", + host_port="localhost:1521", + service_name="test_service", + include_usage_stats=True, + include_operational_stats=True, + ) + + source = OracleSource(config_with_stats, self.ctx) + + # Should have custom aggregator with usage and operations enabled + assert hasattr(source, "aggregator") + assert source.aggregator.generate_usage_statistics is True + assert source.aggregator.generate_operations is True + + # Test with usage and operations disabled + config_no_stats = OracleConfig( + username="test_user", + password="test_password", + host_port="localhost:1521", + service_name="test_service", + include_usage_stats=False, + include_operational_stats=False, + ) + + source_no_stats = OracleSource(config_no_stats, self.ctx) + + # Should use default aggregator from parent class + assert source_no_stats.aggregator.generate_usage_statistics is False + assert source_no_stats.aggregator.generate_operations is False + + def test_get_procedures_for_schema(self): + """Test getting stored procedures for a schema.""" + source = OracleSource(self.config, self.ctx) + + # Mock inspector and connection + mock_inspector = Mock() + mock_connection = Mock() + + # Set up context manager support + mock_context_manager = Mock() + mock_context_manager.__enter__ = Mock(return_value=mock_connection) + mock_context_manager.__exit__ = Mock(return_value=None) + mock_inspector.engine.connect.return_value = mock_context_manager + + # Mock procedure query results + mock_proc = Mock() + mock_proc.name = "TEST_PROC" + mock_proc.type = "PROCEDURE" + mock_proc.created = datetime.now() + mock_proc.last_ddl_time = datetime.now() + mock_proc.status = "VALID" + + mock_func = Mock() + mock_func.name = "TEST_FUNC" + mock_func.type = "FUNCTION" + mock_func.created = datetime.now() + mock_func.last_ddl_time = datetime.now() + mock_func.status = "VALID" + + mock_procedures = [mock_proc, mock_func] + mock_connection.execute.return_value = mock_procedures + + # Mock the helper methods + with ( + patch.object( + source, + "_get_procedure_source_code", + return_value="CREATE PROCEDURE test_proc AS BEGIN NULL; END;", + ), + patch.object( + source, "_get_procedure_arguments", return_value="IN param1 VARCHAR2" + ), + patch.object( + source, + "_get_procedure_dependencies", + return_value={"upstream": ["TEST_TABLE"]}, + ), + ): + result = source.get_procedures_for_schema( + inspector=mock_inspector, schema="TEST_SCHEMA", db_name="TEST_DB" + ) + + assert len(result) == 2 + assert all(isinstance(proc, BaseProcedure) for proc in result) + assert result[0].name == "TEST_PROC" + assert result[1].name == "TEST_FUNC" + assert result[0].language == "SQL" + assert result[0].extra_properties is not None + assert "upstream_dependencies" in result[0].extra_properties + + def test_get_procedure_source_code(self): + """Test getting procedure source code.""" + source = OracleSource(self.config, self.ctx) + + mock_connection = Mock() + mock_source_data = [ + Mock(text="CREATE PROCEDURE test_proc AS\n"), + Mock(text="BEGIN\n"), + Mock(text=" NULL;\n"), + Mock(text="END;"), + ] + mock_connection.execute.return_value = mock_source_data + + result = source._get_procedure_source_code( + mock_connection, "TEST_SCHEMA", "TEST_PROC", "PROCEDURE", "DBA" + ) + + expected = "CREATE PROCEDURE test_proc AS\nBEGIN\n NULL;\nEND;" + assert result == expected + + # Verify the query was called with correct parameters + mock_connection.execute.assert_called_once() + call_args = mock_connection.execute.call_args + assert "dba_source" in str(call_args[0][0]).lower() + + def test_get_procedure_arguments(self): + """Test getting procedure arguments.""" + source = OracleSource(self.config, self.ctx) + + mock_connection = Mock() + mock_args_data = [ + Mock(argument_name="PARAM1", data_type="VARCHAR2", in_out="IN", position=1), + Mock(argument_name="PARAM2", data_type="NUMBER", in_out="OUT", position=2), + ] + mock_connection.execute.return_value = mock_args_data + + result = source._get_procedure_arguments( + mock_connection, "TEST_SCHEMA", "TEST_PROC", "DBA" + ) + + expected = "IN PARAM1 VARCHAR2, OUT PARAM2 NUMBER" + assert result == expected + + # Verify the query was called + mock_connection.execute.assert_called_once() + call_args = mock_connection.execute.call_args + assert "dba_arguments" in str(call_args[0][0]).lower() + + def test_get_procedure_dependencies(self): + """Test getting procedure dependencies.""" + source = OracleSource(self.config, self.ctx) + + mock_connection = Mock() + + # Mock upstream dependencies + mock_upstream_data = [ + Mock( + referenced_owner="TEST_SCHEMA", + referenced_name="TEST_TABLE", + referenced_type="TABLE", + ), + Mock( + referenced_owner="TEST_SCHEMA", + referenced_name="OTHER_PROC", + referenced_type="PROCEDURE", + ), + ] + # Set attributes explicitly to avoid Mock object issues + mock_upstream_data[0].referenced_name = "TEST_TABLE" + mock_upstream_data[1].referenced_name = "OTHER_PROC" + + # Mock downstream dependencies + mock_downstream_data = [ + Mock(owner="TEST_SCHEMA", name="DEPENDENT_PROC", type="PROCEDURE"), + ] + # Set the name attribute explicitly to avoid Mock object issues + mock_downstream_data[0].name = "DEPENDENT_PROC" + + mock_connection.execute.side_effect = [mock_upstream_data, mock_downstream_data] + + result = source._get_procedure_dependencies( + mock_connection, "TEST_SCHEMA", "TEST_PROC", "DBA" + ) + + assert result is not None + assert "upstream" in result + assert "downstream" in result + assert len(result["upstream"]) == 2 + assert len(result["downstream"]) == 1 + assert "TEST_SCHEMA.TEST_TABLE (TABLE)" in result["upstream"] + assert "TEST_SCHEMA.OTHER_PROC (PROCEDURE)" in result["upstream"] + assert "TEST_SCHEMA.DEPENDENT_PROC (PROCEDURE)" in result["downstream"] + + # Verify both queries were called + assert mock_connection.execute.call_count == 2 + + def test_loop_materialized_views(self): + """Test looping through materialized views.""" + source = OracleSource(self.config, self.ctx) + + # Mock inspector with materialized view support + mock_inspector = Mock() + mock_inspector.get_materialized_view_names.return_value = ["MV1", "MV2"] + + # Mock the _process_materialized_view method + mock_workunit = Mock() + with ( + patch.object(source, "get_identifier", return_value="test_schema.mv1"), + patch.object( + source, "_process_materialized_view", return_value=[mock_workunit] + ), + ): + result = list( + source.loop_materialized_views( + mock_inspector, "TEST_SCHEMA", self.config + ) + ) + + # Should process both materialized views + assert len(result) == 2 + assert all(wu == mock_workunit for wu in result) + + def test_get_materialized_view_names_fallback(self): + """Test fallback method for getting materialized view names.""" + source = OracleSource(self.config, self.ctx) + + mock_inspector = Mock() + mock_inspector.dialect.denormalize_name.return_value = "TEST_SCHEMA" + mock_inspector.dialect.default_schema_name = "TEST_SCHEMA" + mock_inspector.dialect.normalize_name.side_effect = lambda x: x.lower() + + mock_connection = Mock() + mock_cursor = Mock() + mock_cursor.__iter__ = Mock(return_value=iter([("MV1",), ("MV2",)])) + mock_connection.execute.return_value = mock_cursor + + # Set up context manager support + mock_context_manager = Mock() + mock_context_manager.__enter__ = Mock(return_value=mock_connection) + mock_context_manager.__exit__ = Mock(return_value=None) + mock_inspector.engine.connect.return_value = mock_context_manager + + result = source._get_materialized_view_names_fallback( + inspector=mock_inspector, schema="test_schema" + ) + + assert len(result) == 2 + mock_connection.execute.assert_called_once() + + def test_get_materialized_view_definition_fallback(self): + """Test fallback method for getting materialized view definition.""" + source = OracleSource(self.config, self.ctx) + + mock_inspector = Mock() + mock_inspector.dialect.denormalize_name.side_effect = lambda x: x.upper() + mock_inspector.dialect.default_schema_name = "TEST_SCHEMA" + + mock_definition = "SELECT * FROM test_table" + mock_inspector.bind.execute.return_value.scalar.return_value = mock_definition + + result = source._get_materialized_view_definition_fallback( + inspector=mock_inspector, mview_name="test_mv", schema="test_schema" + ) + + assert result == mock_definition + mock_inspector.bind.execute.assert_called_once() + + def test_process_materialized_view(self): + """Test processing a single materialized view.""" + source = OracleSource(self.config, self.ctx) + + # Mock inspector + mock_inspector = Mock() + mock_inspector.get_materialized_view_definition.return_value = ( + "SELECT * FROM test_table" + ) + + # Mock required methods + with ( + patch.object( + source, "get_table_properties", return_value=("Test MV", {}, None) + ), + patch.object(source, "_get_columns", return_value=[]), + patch( + "datahub.ingestion.source.sql.sql_common.get_schema_metadata", + return_value=Mock(), + ), + patch( + "datahub.ingestion.source.sql.oracle.make_dataset_urn_with_platform_instance", + return_value="urn:li:dataset:(urn:li:dataPlatform:oracle,test_schema.test_mv,PROD)", + ), + patch.object(source, "add_table_to_schema_container", return_value=[]), + patch.object(source, "get_db_name", return_value="TEST_DB"), + patch.object( + source, + "get_dataplatform_instance_aspect", + return_value=None, + ), + ): + result = list( + source._process_materialized_view( + "test_schema.test_mv", + mock_inspector, + "TEST_SCHEMA", + "TEST_MV", + self.config, + ) + ) + + # Should generate multiple work units (properties, schema, subtypes, view properties) + assert len(result) >= 3 + + # Look for ViewPropertiesClass work unit in metadata + view_properties_workunits = [ + wu + for wu in result + if hasattr(wu, "metadata") + and hasattr(wu.metadata, "aspect") + and wu.metadata.aspect.__class__.__name__ == "ViewPropertiesClass" + ] + + # We should have at least one ViewPropertiesClass work unit with materialized=True + assert len(view_properties_workunits) > 0 + workunit = view_properties_workunits[0] + assert hasattr(workunit.metadata, "aspect") + view_properties_aspect = workunit.metadata.aspect + assert view_properties_aspect is not None + assert hasattr(view_properties_aspect, "materialized") + assert view_properties_aspect.materialized is True + + def test_error_handling_in_get_procedures_for_schema(self): + """Test error handling in get_procedures_for_schema.""" + source = OracleSource(self.config, self.ctx) + + mock_inspector = Mock() + mock_connection = Mock() + + # Set up context manager support + mock_context_manager = Mock() + mock_context_manager.__enter__ = Mock(return_value=mock_connection) + mock_context_manager.__exit__ = Mock(return_value=None) + mock_inspector.engine.connect.return_value = mock_context_manager + + # Simulate database error + mock_connection.execute.side_effect = Exception("Database connection error") + + result = source.get_procedures_for_schema( + inspector=mock_inspector, schema="TEST_SCHEMA", db_name="TEST_DB" + ) + + # Should return empty list on error + assert result == [] + + def test_error_handling_in_procedure_methods(self): + """Test error handling in procedure helper methods.""" + source = OracleSource(self.config, self.ctx) + + mock_connection = Mock() + mock_connection.execute.side_effect = Exception("Query error") + + # Test source code method + source_result = source._get_procedure_source_code( + conn=mock_connection, + schema="TEST_SCHEMA", + procedure_name="TEST_PROC", + object_type="PROCEDURE", + tables_prefix="DBA", + ) + assert source_result is None + + # Test arguments method + args_result = source._get_procedure_arguments( + conn=mock_connection, + schema="TEST_SCHEMA", + procedure_name="TEST_PROC", + tables_prefix="DBA", + ) + assert args_result is None + + # Test dependencies method + deps_result = source._get_procedure_dependencies( + conn=mock_connection, + schema="TEST_SCHEMA", + procedure_name="TEST_PROC", + tables_prefix="DBA", + ) + assert deps_result is None