diff --git a/pyproject.toml b/pyproject.toml index 22fe0f0c..e9e9a0b9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -59,6 +59,10 @@ build-backend = "uv_build" [dependency-groups] dev = [ "click>=8.3.0", + "dbt-core~=1.10", + "dbt-postgres~=1.10", + "dbt-snowflake~=1.10", + "dbt-sqlite~=1.10", "mypy>=1.18.2", "pre-commit>=4.5.1", "pytest>=9.0.2", @@ -80,7 +84,7 @@ dce = "databao_context_engine.main:main" generate_configs_schemas = "databao_context_engine.generate_configs_schemas:main" [tool.uv] -override-dependencies = ["urllib3>=2.6.3", "filelock>=3.20.3", "virtualenv>=20.36.1"] +override-dependencies = ["urllib3>=2.6.3", "filelock>=3.20.3", "virtualenv>=20.36.1", "dbt-adapters~=1.22"] [tool.uv.build-backend] source-exclude = ["tests"] diff --git a/scripts/build_dbt_database_context.py b/scripts/build_dbt_database_context.py new file mode 100644 index 00000000..288154a1 --- /dev/null +++ b/scripts/build_dbt_database_context.py @@ -0,0 +1,356 @@ +from __future__ import annotations + +import argparse +import os +import pathlib +import sys +from collections.abc import Mapping +from pathlib import Path +from typing import Any + +from dbt.cli.main import dbtRunner +from dbt.config.runtime import load_profile + +from databao_context_engine.build_sources.plugin_execution import BuiltDatasourceContext +from databao_context_engine.pluginlib.build_plugin import DatasourceType +from databao_context_engine.pluginlib.plugin_utils import execute_datasource_plugin +from databao_context_engine.plugins.databases.base_db_plugin import BaseDatabasePlugin +from databao_context_engine.plugins.databases.postgresql.config_file import ( + PostgresConfigFile, + PostgresConnectionProperties, +) +from databao_context_engine.plugins.databases.snowflake.config_file import ( + SnowflakeConfigFile, + SnowflakeConnectionProperties, + SnowflakeKeyPairAuth, + SnowflakeOAuthAuth, + SnowflakePasswordAuth, + SnowflakeSSOAuth, +) +from databao_context_engine.plugins.databases.sqlite.config_file import SQLiteConfigFile, SQLiteConnectionConfig +from databao_context_engine.plugins.plugin_loader import DatabaoContextPluginLoader +from databao_context_engine.serialization.yaml import to_yaml_string + +ADAPTER_TO_DATASOURCE_TYPE = { + "postgres": DatasourceType(full_type="postgres"), + "snowflake": DatasourceType(full_type="snowflake"), + "sqlite": DatasourceType(full_type="sqlite"), +} + + +def parse_args(argv: list[str] | None = None) -> argparse.Namespace: + parser = argparse.ArgumentParser( + description="Build a Databao database context directly from a dbt project's resolved target profile." + ) + parser.add_argument("project_path", type=Path, help="Path to the dbt project directory") + parser.add_argument( + "--datasource-name", + dest="datasource_name", + help="Override the generated datasource name. Defaults to the dbt project directory name.", + ) + return parser.parse_args(argv) + + +def validate_project_path(project_path: Path) -> Path: + resolved_path = project_path.expanduser().resolve() + + if not resolved_path.exists(): + raise ValueError(f"dbt project path does not exist: {resolved_path}") + if not resolved_path.is_dir(): + raise ValueError(f"dbt project path is not a directory: {resolved_path}") + if not resolved_path.joinpath("dbt_project.yml").is_file(): + raise ValueError(f"dbt project path does not contain dbt_project.yml: {resolved_path}") + + return resolved_path + + +def load_dbt_profile(project_path: Path) -> Any: + # TODO: We should ask for both the project path and the profile path as they're likely different + # both should be optional and default to cwd if not provided and no env variable is set + cwd = pathlib.Path.cwd() + + dbt_profiles_dir_env_var = os.environ.get("DBT_PROFILES_DIR") + dbt_profiles_dir_from_env = pathlib.Path(dbt_profiles_dir_env_var) if dbt_profiles_dir_env_var is not None else None + + dbt_project_dir_env_var = os.environ.get("DBT_PROJECT_DIR") + dbt_project_dir_from_env = pathlib.Path(dbt_project_dir_env_var) if dbt_project_dir_env_var is not None else None + + # Defaults profile path to the project path provided if no env variable was found + dbt_profiles_path = dbt_profiles_dir_from_env or project_path or cwd + dbt_project_path = project_path or dbt_project_dir_from_env or cwd + + # The `debug` command runs a few validations on the project + # See: https://docs.getdbt.com/reference/commands/debug + # + # `--quiet` will show only error logs and suppress non-error logs. + # + # Running this command also has a side effect of mutating some global state in the dbt libraries. + # e.g. interacts with `load_profile` and adapters. Without this, `load_profile` throws an exception. + validation_result = dbtRunner().invoke( + ["debug", "--quiet", "--profiles-dir", str(dbt_profiles_path), "--project-dir", str(dbt_project_path)] + ) + + if not validation_result.success and validation_result.exception is not None: + raise RuntimeError( + f"Error validating the dbt project. [profiles_path={str(dbt_profiles_path)}, project_path={str(dbt_project_path)}]]", + ) from validation_result.exception + + return load_profile(project_root=str(project_path), cli_vars={}) + + +def resolve_supported_datasource_type(adapter_type: str) -> DatasourceType: + datasource_type = ADAPTER_TO_DATASOURCE_TYPE.get(adapter_type) + if datasource_type is None: + supported = ", ".join(ADAPTER_TO_DATASOURCE_TYPE) + raise ValueError(f"Unsupported dbt adapter type '{adapter_type}'. Supported types: {supported}") + return datasource_type + + +def build_datasource_config_from_profile( + profile: Any, datasource_name: str +) -> PostgresConfigFile | SnowflakeConfigFile | SQLiteConfigFile: + credentials = getattr(profile, "credentials", None) + if credentials is None: + raise ValueError("Resolved dbt profile does not expose credentials") + + return build_typed_datasource_config(credentials, datasource_name) + + +def build_typed_datasource_config( + credentials: Any, + datasource_name: str, +) -> PostgresConfigFile | SnowflakeConfigFile | SQLiteConfigFile: + adapter_type = extract_dbt_adapter_type(credentials) + if not isinstance(adapter_type, str) or not adapter_type: + raise ValueError("Resolved dbt credentials do not expose a valid adapter type") + + datasource_type = resolve_supported_datasource_type(adapter_type) + + if datasource_type == DatasourceType(full_type="postgres"): + return build_postgres_config(credentials, datasource_name, datasource_type) + if datasource_type == DatasourceType(full_type="snowflake"): + return build_snowflake_config(credentials, datasource_name, datasource_type) + if datasource_type == DatasourceType(full_type="sqlite"): + return build_sqlite_config(credentials, datasource_name, datasource_type) + raise ValueError(f"Unsupported dbt adapter type '{adapter_type}'") + + +def build_postgres_config( + credentials: Any, datasource_name: str, datasource_type: DatasourceType +) -> PostgresConfigFile: + return PostgresConfigFile( + name=datasource_name, + type=datasource_type.full_type, + connection=PostgresConnectionProperties( + host=require_attr(credentials, "host"), + port=optional_attr(credentials, "port"), + database=optional_attr(credentials, "dbname", "database"), + user=optional_attr(credentials, "user"), + password=optional_attr(credentials, "password", "pass"), + additional_properties=map_postgres_additional_properties(credentials), + ), + ) + + +def _get_additional_property(credentials: Any, credentials_key: str, additional_properties_key: str) -> dict[str, Any]: + credentials_attr_value = optional_attr(credentials, credentials_key) + if credentials_attr_value is None: + return {} + + return {additional_properties_key: credentials_attr_value} + + +def map_postgres_additional_properties(credentials: Any) -> dict[str, Any]: + additional_properties: dict[str, Any] = {} + + role = optional_attr(credentials, "role") + if role is not None: + additional_properties["server_settings"] = {"role": role} + + for credentials_key, additional_properties_key in [ + ("sslmode", "sslmode"), + ("sslcert", "sslcert"), + ("sslkey", "sslkey"), + ("sslrootcert", "sslrootcert"), + ]: + additional_properties.update( + _get_additional_property( + credentials, credentials_key=credentials_key, additional_properties_key=additional_properties_key + ) + ) + + return additional_properties + + +def build_snowflake_config( + credentials: Any, datasource_name: str, datasource_type: DatasourceType +) -> SnowflakeConfigFile: + return SnowflakeConfigFile( + name=datasource_name, + type=datasource_type.full_type, + connection=SnowflakeConnectionProperties( + account=require_attr(credentials, "account"), + warehouse=optional_attr(credentials, "warehouse"), + database=optional_attr(credentials, "database"), + user=optional_attr(credentials, "user"), + role=optional_attr(credentials, "role"), + auth=map_snowflake_auth(credentials), + additional_properties=map_snowflake_additional_properties(credentials), + ), + ) + + +def map_snowflake_additional_properties(credentials: Any) -> dict[str, Any]: + additional_properties: dict[str, Any] = {} + + for credentials_key, additional_properties_key in [ + ("host", "host"), + ("port", "port"), + ("protocol", "protocol"), + ("proxy_host", "proxy_host"), + ("proxy_port", "proxy_port"), + ("insecure_mode", "insecure_mode"), + ]: + additional_properties.update( + _get_additional_property( + credentials, credentials_key=credentials_key, additional_properties_key=additional_properties_key + ) + ) + + return additional_properties + + +def map_snowflake_auth( + credentials: Any, +) -> SnowflakePasswordAuth | SnowflakeKeyPairAuth | SnowflakeSSOAuth | SnowflakeOAuthAuth: + token = optional_attr(credentials, "token") + authenticator = optional_attr(credentials, "authenticator") + private_key = optional_attr(credentials, "private_key") + private_key_file = optional_attr(credentials, "private_key_file", "private_key_path") + private_key_file_pwd = optional_attr(credentials, "private_key_file_pwd", "private_key_passphrase") + password = optional_attr(credentials, "password") + + if token: + return SnowflakeOAuthAuth(token=token) + if private_key or private_key_file: + return SnowflakeKeyPairAuth( + private_key=private_key, + private_key_file=private_key_file, + private_key_file_pwd=private_key_file_pwd, + ) + if authenticator and authenticator != "snowflake": + return SnowflakeSSOAuth(authenticator=authenticator) + if password: + return SnowflakePasswordAuth(password=password) + if authenticator in (None, "snowflake"): + raise ValueError( + "Snowflake credentials are using the default password authenticator, but no password was provided." + ) + + raise ValueError( + "Unsupported Snowflake authentication configuration. Supported auth modes: password, key pair, authenticator/SSO, token" + ) + + +def build_sqlite_config(credentials: Any, datasource_name: str, datasource_type: DatasourceType) -> SQLiteConfigFile: + return SQLiteConfigFile( + name=datasource_name, + type=datasource_type.full_type, + connection=SQLiteConnectionConfig(database_path=resolve_sqlite_database_path(credentials)), + ) + + +def resolve_sqlite_database_path(credentials: Any) -> str: + direct_path = optional_attr(credentials, "database_path") + if direct_path: + return str(direct_path) + + schemas_and_paths = optional_attr(credentials, "schemas_and_paths") + if isinstance(schemas_and_paths, Mapping) and schemas_and_paths: + schema_name = optional_attr(credentials, "schema") + if isinstance(schema_name, str) and schema_name in schemas_and_paths: + return str(schemas_and_paths[schema_name]) + if "main" in schemas_and_paths: + return str(schemas_and_paths["main"]) + first_available_path = str(next(iter(schemas_and_paths.values()))) + available_schemas = ", ".join(sorted(str(key) for key in schemas_and_paths)) + raise ValueError( + f"Could not resolve SQLite database path for schema '{schema_name}'. " + f"No direct database_path was provided, no 'main' schema was present, and the available schemas were: {available_schemas}. " + f"The first available path would have been: {first_available_path}" + ) + + raise ValueError( + "Could not resolve SQLite database path from dbt credentials. Expected database_path or a non-empty schemas_and_paths mapping." + ) + + +def build_context_from_dbt_project( + project_path: Path, + datasource_name: str, + plugin_loader: DatabaoContextPluginLoader | None = None, +) -> BuiltDatasourceContext[Any]: + profile = load_dbt_profile(project_path) + datasource_config = build_datasource_config_from_profile(profile, datasource_name) + datasource_type = DatasourceType(full_type=datasource_config.type) + loader = plugin_loader or DatabaoContextPluginLoader() + plugin = loader.get_plugin_for_datasource_type(datasource_type) + + if plugin is None: + raise ValueError(f"No plugin found for datasource type '{datasource_type.full_type}'") + if not isinstance(plugin, BaseDatabasePlugin): + raise ValueError(f"Resolved plugin for '{datasource_type.full_type}' is not a datasource plugin") + + built_context = execute_datasource_plugin( + plugin=plugin, + datasource_type=datasource_type, + config=datasource_config.model_dump(exclude_none=True, by_alias=True), + datasource_name=datasource_name, + ) + return BuiltDatasourceContext( + datasource_id=f"{datasource_name}.yaml", + datasource_type=datasource_type.full_type, + context=built_context, + ) + + +def extract_dbt_adapter_type(credentials: Any) -> str | None: + adapter_type = getattr(credentials, "type", None) + if isinstance(adapter_type, str): + return adapter_type + if callable(adapter_type): + value = adapter_type() + return value if isinstance(value, str) else None + return None + + +def require_attr(obj: Any, *names: str) -> Any: + value = optional_attr(obj, *names) + if value is None: + joined_names = ", ".join(names) + raise ValueError(f"Resolved dbt credentials are missing required field(s): {joined_names}") + return value + + +def optional_attr(obj: Any, *names: str) -> Any: + for name in names: + if hasattr(obj, name): + value = getattr(obj, name) + if value is not None: + return value + return None + + +def main(argv: list[str] | None = None) -> int: + args = parse_args(argv) + project_path = validate_project_path(args.project_path) + datasource_name = args.datasource_name or project_path.name + + built_context = build_context_from_dbt_project(project_path, datasource_name) + sys.stdout.write(to_yaml_string(built_context)) + + return 0 + + +if __name__ == "__main__": + raise SystemExit(main()) diff --git a/tests/scripts/test_build_dbt_database_context.py b/tests/scripts/test_build_dbt_database_context.py new file mode 100644 index 00000000..7b6fa7cd --- /dev/null +++ b/tests/scripts/test_build_dbt_database_context.py @@ -0,0 +1,250 @@ +from __future__ import annotations + +import importlib.util +from pathlib import Path +from types import SimpleNamespace +from typing import Any + +import pytest +import yaml + +from databao_context_engine.pluginlib.build_plugin import DatasourceType +from databao_context_engine.plugins.databases.postgresql.config_file import PostgresConfigFile +from databao_context_engine.plugins.databases.snowflake.config_file import ( + SnowflakeConfigFile, + SnowflakeKeyPairAuth, + SnowflakeOAuthAuth, + SnowflakePasswordAuth, +) +from databao_context_engine.plugins.databases.sqlite.config_file import SQLiteConfigFile +from databao_context_engine.plugins.databases.sqlite.sqlite_db_plugin import SQLiteDbPlugin + +SCRIPT_PATH = Path(__file__).resolve().parents[2] / "scripts" / "build_dbt_database_context.py" + + +@pytest.fixture(scope="module") +def module() -> Any: + spec = importlib.util.spec_from_file_location("build_dbt_database_context", SCRIPT_PATH) + if spec is None or spec.loader is None: + raise AssertionError("Unable to load build_dbt_database_context.py") + loaded_module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(loaded_module) + return loaded_module + + +def test_build_postgres_config(module: Any) -> None: + credentials = SimpleNamespace( + type="postgres", + host="localhost", + port=5432, + dbname="warehouse", + user="dbt_user", + password="secret", + role="analytics_role", + sslmode="require", + sslcert="/tmp/client.crt", + sslkey="/tmp/client.key", + sslrootcert="/tmp/root.crt", + ) + + result = module.build_postgres_config(credentials, "warehouse_source", DatasourceType(full_type="postgres")) + + assert isinstance(result, PostgresConfigFile) + assert result.name == "warehouse_source" + assert result.type == "postgres" + assert result.connection.host == "localhost" + assert result.connection.port == 5432 + assert result.connection.database == "warehouse" + assert result.connection.user == "dbt_user" + assert result.connection.password == "secret" + assert result.connection.additional_properties == { + "server_settings": {"role": "analytics_role"}, + "sslmode": "require", + "sslcert": "/tmp/client.crt", + "sslkey": "/tmp/client.key", + "sslrootcert": "/tmp/root.crt", + } + + +def test_build_snowflake_config__password_auth(module: Any) -> None: + credentials = SimpleNamespace( + type="snowflake", + account="my-account", + warehouse="transforming", + database="analytics", + user="dbt_user", + role="transformer", + password="secret", + host="snowflake.local", + port=443, + protocol="https", + proxy_host="proxy.local", + proxy_port=8443, + insecure_mode=True, + connect_timeout=30, + connect_retries=2, + query_tag="ignored", + ) + + result = module.build_snowflake_config(credentials, "snowflake_source", DatasourceType(full_type="snowflake")) + + assert isinstance(result, SnowflakeConfigFile) + assert result.name == "snowflake_source" + assert result.type == "snowflake" + assert result.connection.account == "my-account" + assert result.connection.warehouse == "transforming" + assert result.connection.database == "analytics" + assert result.connection.user == "dbt_user" + assert result.connection.role == "transformer" + assert isinstance(result.connection.auth, SnowflakePasswordAuth) + assert result.connection.auth.password == "secret" + assert result.connection.additional_properties == { + "host": "snowflake.local", + "port": 443, + "protocol": "https", + "proxy_host": "proxy.local", + "proxy_port": 8443, + "insecure_mode": True, + } + + +def test_build_snowflake_config__key_pair_auth(module: Any) -> None: + credentials = SimpleNamespace( + type="snowflake", + account="my-account", + warehouse="transforming", + database="analytics", + user="dbt_user", + role="transformer", + private_key_path="/tmp/private_key.p8", + private_key_passphrase="passphrase", + ) + + result = module.build_snowflake_config(credentials, "snowflake_source", DatasourceType(full_type="snowflake")) + + assert isinstance(result.connection.auth, SnowflakeKeyPairAuth) + assert result.connection.auth.private_key is None + assert result.connection.auth.private_key_file == "/tmp/private_key.p8" + assert result.connection.auth.private_key_file_pwd == "passphrase" + + +def test_build_snowflake_config__token_auth(module: Any) -> None: + credentials = SimpleNamespace( + type="snowflake", + account="my-account", + warehouse="transforming", + database="analytics", + user="dbt_user", + role="transformer", + token="token-value", + ) + + result = module.build_snowflake_config(credentials, "snowflake_source", DatasourceType(full_type="snowflake")) + + assert isinstance(result.connection.auth, SnowflakeOAuthAuth) + assert result.connection.auth.token == "token-value" + + +def test_build_sqlite_config(module: Any) -> None: + credentials = SimpleNamespace( + type="sqlite", + schema="main", + schemas_and_paths={"main": "/tmp/example.sqlite"}, + ) + + result = module.build_sqlite_config(credentials, "sqlite_source", DatasourceType(full_type="sqlite")) + + assert isinstance(result, SQLiteConfigFile) + assert result.name == "sqlite_source" + assert result.type == "sqlite" + assert result.connection.database_path == "/tmp/example.sqlite" + + +def test_extract_and_resolve_adapter_type__uses_explicit_mapping(module: Any) -> None: + credentials = SimpleNamespace(type="postgres") + + adapter_type = module.extract_dbt_adapter_type(credentials) + datasource_type = module.resolve_supported_datasource_type(adapter_type) + + assert adapter_type == "postgres" + assert datasource_type == DatasourceType(full_type="postgres") + + +def test_resolve_supported_datasource_type__fails_for_unsupported_adapter(module: Any) -> None: + with pytest.raises(ValueError, match="Unsupported dbt adapter type 'bigquery'"): + module.resolve_supported_datasource_type("bigquery") + + +def test_build_typed_datasource_config__fails_for_missing_adapter_type(module: Any) -> None: + credentials = SimpleNamespace() + + with pytest.raises(ValueError, match="Resolved dbt credentials do not expose a valid adapter type"): + module.build_typed_datasource_config(credentials, "missing_type_source") + + +def test_map_snowflake_auth__default_authenticator_without_password_fails(module: Any) -> None: + credentials = SimpleNamespace( + type="snowflake", + account="my-account", + authenticator="snowflake", + user="dbt_user", + ) + + with pytest.raises( + ValueError, + match="Snowflake credentials are using the default password authenticator, but no password was provided.", + ): + module.map_snowflake_auth(credentials) + + +def test_resolve_sqlite_database_path__fails_without_matching_schema_or_main(module: Any) -> None: + credentials = SimpleNamespace( + type="sqlite", + schema="analytics", + schemas_and_paths={"staging": "/tmp/staging.sqlite"}, + ) + + with pytest.raises(ValueError, match="The first available path would have been: /tmp/staging.sqlite"): + module.resolve_sqlite_database_path(credentials) + + +def test_build_context_from_profile__executes_plugin_directly(module: Any, mocker) -> None: + + class FakePlugin(SQLiteDbPlugin): + def build_context(self, full_type: str, datasource_name: str, file_config: SQLiteConfigFile) -> dict[str, Any]: + return { + "full_type": full_type, + "datasource_name": datasource_name, + "database_path": file_config.connection.database_path, + } + + class FakeLoader: + def __init__(self) -> None: + self.requested_type: DatasourceType | None = None + + def get_plugin_for_datasource_type(self, datasource_type: DatasourceType) -> FakePlugin: + self.requested_type = datasource_type + return FakePlugin() + + profile = SimpleNamespace( + credentials=SimpleNamespace(type="sqlite", schema="main", schemas_and_paths={"main": "/tmp/demo.sqlite"}) + ) + fake_loader = FakeLoader() + + mocker.patch.object(module, "load_dbt_profile", return_value=profile) + + built_context = module.build_context_from_dbt_project( + project_path=Path("/tmp/fake_dbt_project"), + datasource_name="demo_source", + plugin_loader=fake_loader, + ) + document = yaml.safe_load(module.to_yaml_string(built_context)) + + assert fake_loader.requested_type == DatasourceType(full_type="sqlite") + assert document["datasource_id"] == "demo_source.yaml" + assert document["datasource_type"] == "sqlite" + assert document["context"] == { + "full_type": "sqlite", + "datasource_name": "demo_source", + "database_path": "/tmp/demo.sqlite", + } diff --git a/tests/scripts/test_build_dbt_database_context_e2e.py b/tests/scripts/test_build_dbt_database_context_e2e.py new file mode 100644 index 00000000..4afba940 --- /dev/null +++ b/tests/scripts/test_build_dbt_database_context_e2e.py @@ -0,0 +1,192 @@ +from __future__ import annotations + +import asyncio +import os +import subprocess +import sys +from collections.abc import Iterator +from pathlib import Path +from typing import Any + +import asyncpg +import pytest +import yaml +from testcontainers.postgres import PostgresContainer # type: ignore + +from tests.integration.sqlite_integration_test_utils import create_sqlite_with_base_schema + +SCRIPT_PATH = Path(__file__).resolve().parents[2] / "scripts" / "build_dbt_database_context.py" + + +@pytest.fixture(scope="module") +def postgres_container() -> Iterator[PostgresContainer]: + container = PostgresContainer("postgres:18.0", driver=None) + container.start() + try: + yield container + finally: + container.stop() + + +def _get_postgres_connect_kwargs(postgres_container: PostgresContainer) -> dict[str, Any]: + return { + "host": postgres_container.get_container_host_ip(), + "port": int(postgres_container.get_exposed_port(postgres_container.port)), + "database": postgres_container.dbname, + "user": postgres_container.username, + "password": postgres_container.password, + } + + +def _execute_postgres(postgres_container: PostgresContainer, sql: str) -> None: + async def _run() -> None: + conn = await asyncpg.connect(**_get_postgres_connect_kwargs(postgres_container)) + try: + await conn.execute(sql) + finally: + await conn.close() + + asyncio.run(_run()) + + +def test_build_dbt_database_context__sqlite_end_to_end(tmp_path: Path) -> None: + sqlite_path = tmp_path / "warehouse.sqlite" + create_sqlite_with_base_schema(sqlite_path) + + project_path = tmp_path / "dbt_sqlite_project" + project_path.mkdir() + (project_path / "models").mkdir() + (project_path / "models" / "example.sql").write_text("select 1 as id\n", encoding="utf-8") + (project_path / "dbt_project.yml").write_text( + "\n".join( + [ + "name: sqlite_demo", + "version: 1.0.0", + "config-version: 2", + "profile: sqlite_demo_profile", + 'model-paths: ["models"]', + ] + ) + + "\n", + encoding="utf-8", + ) + (project_path / "profiles.yml").write_text( + "\n".join( + [ + "sqlite_demo_profile:", + " target: dev", + " outputs:", + " dev:", + " type: sqlite", + " threads: 1", + " database: warehouse", + " schema: main", + " schemas_and_paths:", + f" main: {sqlite_path}", + f" schema_directory: {tmp_path}", + ] + ) + + "\n", + encoding="utf-8", + ) + + env = {**os.environ, "DBT_PROFILES_DIR": str(project_path)} + result = subprocess.run( + [sys.executable, str(SCRIPT_PATH), str(project_path)], + capture_output=True, + text=True, + env=env, + check=False, + ) + + assert result.returncode == 0, result.stderr + + document = yaml.safe_load(result.stdout) + + assert document["datasource_id"] == "dbt_sqlite_project.yaml" + assert document["datasource_type"] == "sqlite" + + catalogs = document["context"]["catalogs"] + tables = catalogs[0]["schemas"][0]["tables"] + table_names = {table["name"] for table in tables} + assert "users" in table_names + + +def test_build_dbt_database_context__postgres_end_to_end(tmp_path: Path, postgres_container: PostgresContainer) -> None: + table_name = "dbt_context_postgres_demo" + _execute_postgres( + postgres_container, + f""" + DROP TABLE IF EXISTS public.{table_name}; + CREATE TABLE public.{table_name} ( + id INTEGER PRIMARY KEY, + email TEXT NOT NULL + ); + INSERT INTO public.{table_name} (id, email) VALUES (1, 'alice@example.com'); + """, + ) + + project_path = tmp_path / "dbt_postgres_project" + project_path.mkdir() + (project_path / "models").mkdir() + (project_path / "models" / "example.sql").write_text("select 1 as id\n", encoding="utf-8") + (project_path / "dbt_project.yml").write_text( + "\n".join( + [ + "name: postgres_demo", + "version: 1.0.0", + "config-version: 2", + "profile: postgres_demo_profile", + 'model-paths: ["models"]', + ] + ) + + "\n", + encoding="utf-8", + ) + (project_path / "profiles.yml").write_text( + "\n".join( + [ + "postgres_demo_profile:", + " target: dev", + " outputs:", + " dev:", + " type: postgres", + f" host: {postgres_container.get_container_host_ip()}", + f" port: {int(postgres_container.get_exposed_port(postgres_container.port))}", + f" dbname: {postgres_container.dbname}", + f" user: {postgres_container.username}", + f" password: {postgres_container.password}", + " schema: public", + " threads: 1", + ] + ) + + "\n", + encoding="utf-8", + ) + + env = {**os.environ, "DBT_PROFILES_DIR": str(project_path)} + result = subprocess.run( + [sys.executable, str(SCRIPT_PATH), str(project_path)], + capture_output=True, + text=True, + env=env, + check=False, + ) + + try: + assert result.returncode == 0, result.stderr 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