コード例 #1
0
def load_data_context_with_error_handling(
        directory: str, from_cli_upgrade_command: bool = False) -> DataContext:
    """Return a DataContext with good error handling and exit codes."""
    # TODO consolidate all the myriad CLI tests into this
    try:
        context = DataContext(directory)
        return context
    except ge_exceptions.UnsupportedConfigVersionError as err:
        directory = directory or DataContext.find_context_root_dir()
        ge_config_version = DataContext.get_ge_config_version(
            context_root_dir=directory)
        upgrade_helper_class = (GE_UPGRADE_HELPER_VERSION_MAP.get(
            int(ge_config_version)) if ge_config_version else None)
        if (upgrade_helper_class
                and ge_config_version < MINIMUM_SUPPORTED_CONFIG_VERSION):
            upgrade_project(
                context_root_dir=directory,
                ge_config_version=ge_config_version,
                from_cli_upgrade_command=from_cli_upgrade_command,
            )
        else:
            cli_message("<red>{}</red>".format(err.message))
            sys.exit(1)
    except (
            ge_exceptions.ConfigNotFoundError,
            ge_exceptions.InvalidConfigError,
    ) as err:
        cli_message("<red>{}</red>".format(err.message))
        sys.exit(1)
    except ge_exceptions.PluginModuleNotFoundError as err:
        cli_message(err.cli_colored_message)
        sys.exit(1)
    except ge_exceptions.PluginClassNotFoundError as err:
        cli_message(err.cli_colored_message)
        sys.exit(1)
コード例 #2
0
def load_data_context_with_error_handling(
    directory: str, from_cli_upgrade_command: bool = False
) -> DataContext:
    """Return a DataContext with good error handling and exit codes."""
    try:
        context: DataContext = DataContext(context_root_dir=directory)
        ge_config_version: int = context.get_config().config_version
        if (
            from_cli_upgrade_command
            and int(ge_config_version) < CURRENT_GE_CONFIG_VERSION
        ):
            directory = directory or context.root_directory
            (
                increment_version,
                exception_occurred,
            ) = upgrade_project_one_version_increment(
                context_root_dir=directory,
                ge_config_version=ge_config_version,
                continuation_message=EXIT_UPGRADE_CONTINUATION_MESSAGE,
                from_cli_upgrade_command=from_cli_upgrade_command,
            )
            if not exception_occurred and increment_version:
                context = DataContext(context_root_dir=directory)
        return context
    except ge_exceptions.UnsupportedConfigVersionError as err:
        directory = directory or DataContext.find_context_root_dir()
        ge_config_version = DataContext.get_ge_config_version(
            context_root_dir=directory
        )
        upgrade_helper_class = (
            GE_UPGRADE_HELPER_VERSION_MAP.get(int(ge_config_version))
            if ge_config_version
            else None
        )
        if upgrade_helper_class and ge_config_version < CURRENT_GE_CONFIG_VERSION:
            upgrade_project(
                context_root_dir=directory,
                ge_config_version=ge_config_version,
                from_cli_upgrade_command=from_cli_upgrade_command,
            )
        else:
            cli_message("<red>{}</red>".format(err.message))
            sys.exit(1)
    except (
        ge_exceptions.ConfigNotFoundError,
        ge_exceptions.InvalidConfigError,
    ) as err:
        cli_message("<red>{}</red>".format(err.message))
        sys.exit(1)
    except ge_exceptions.PluginModuleNotFoundError as err:
        cli_message(err.cli_colored_message)
        sys.exit(1)
    except ge_exceptions.PluginClassNotFoundError as err:
        cli_message(err.cli_colored_message)
        sys.exit(1)
    except ge_exceptions.InvalidConfigurationYamlError as err:
        cli_message(f"<red>{str(err)}</red>")
        sys.exit(1)
コード例 #3
0
def test_upgrade_helper_intervention_on_cli_command(v10_project_directory,
                                                    caplog):
    # test if cli detects out of date project and asks to run upgrade helper
    # decline upgrade and ensure config version was not modified

    runner = CliRunner(mix_stderr=False)
    result = runner.invoke(
        cli,
        ["suite", "list", "-d", v10_project_directory],
        input="n\n",
        catch_exceptions=False,
    )
    stdout = result.stdout

    assert (
        "Your project appears to have an out-of-date config version (1.0) - the version number must be at least 2."
        in stdout)
    assert "In order to proceed, your project must be upgraded." in stdout
    assert (
        "Would you like to run the Upgrade Helper to bring your project up-to-date? [Y/n]:"
        in stdout)
    assert (
        "Ok, exiting now. To upgrade at a later time, use the following command: great_expectations project "
        "upgrade" in stdout)
    assert (
        "To learn more about the upgrade process, visit ["
        "36mhttps://docs.greatexpectations.io/en/latest/how_to_guides/migrating_versions.html"
        in stdout)
    assert_no_logging_messages_or_tracebacks(caplog, result)

    # make sure config version unchanged
    assert (DataContext.get_ge_config_version(
        context_root_dir=v10_project_directory) == 1)

    expected_project_tree_str = """\
great_expectations/
    .gitignore
    great_expectations.yml
    checkpoints/
        .gitkeep
    expectations/
        .gitkeep
    notebooks/
        .gitkeep
    plugins/
        custom_store_backends/
            __init__.py
            my_custom_store_backend.py
    uncommitted/
        config_variables.yml
        data_docs/
            local_site/
                expectations/
                    .gitkeep
                static/
                    .gitkeep
                validations/
                    diabetic_data/
                        warning/
                            20200430T191246.763896Z/
                                c3b4c5df224fef4b1a056a0f3b93aba5.html
        validations/
            diabetic_data/
                warning/
                    20200430T191246.763896Z/
                        c3b4c5df224fef4b1a056a0f3b93aba5.json
"""
    obs_project_tree_str = gen_directory_tree_str(v10_project_directory)
    assert obs_project_tree_str == expected_project_tree_str
コード例 #4
0
def test_project_upgrade_with_exception(v10_project_directory, caplog):
    # test project upgrade that requires manual steps

    # copy v2 yml
    shutil.copy(
        file_relative_path(
            __file__,
            "../../test_fixtures/upgrade_helper/great_expectations_v1_basic_with_exception"
            ".yml",
        ),
        os.path.join(v10_project_directory, "great_expectations.yml"),
    )

    runner = CliRunner(mix_stderr=False)
    result = runner.invoke(
        cli,
        ["project", "upgrade", "-d", v10_project_directory],
        input="\n",
        catch_exceptions=False,
    )
    stdout = result.stdout

    with open(
            file_relative_path(
                __file__,
                "../../test_fixtures/upgrade_helper/test_project_upgrade_with_exception_expected_stdout.fixture",
            )) as f:
        expected_stdout = f.read()
        expected_stdout = expected_stdout.replace("GE_PROJECT_DIR",
                                                  v10_project_directory)
        assert stdout == expected_stdout

    expected_project_tree_str = """\
great_expectations/
    .gitignore
    great_expectations.yml
    checkpoints/
        .gitkeep
    expectations/
        .gitkeep
    notebooks/
        .gitkeep
    plugins/
        custom_store_backends/
            __init__.py
            my_custom_store_backend.py
    uncommitted/
        config_variables.yml
        data_docs/
            local_site/
                expectations/
                    .gitkeep
                static/
                    .gitkeep
                validations/
                    diabetic_data/
                        warning/
                            20200430T191246.763896Z/
                                20200430T191246.763896Z/
                                    c3b4c5df224fef4b1a056a0f3b93aba5.html
        logs/
            project_upgrades/
                UpgradeHelperV11_20190926T134241.000000Z.json
        validations/
            diabetic_data/
                warning/
                    20200430T191246.763896Z/
                        20200430T191246.763896Z/
                            c3b4c5df224fef4b1a056a0f3b93aba5.json
"""
    obs_project_tree_str = gen_directory_tree_str(v10_project_directory)
    assert obs_project_tree_str == expected_project_tree_str
    # make sure config number not incremented
    assert (DataContext.get_ge_config_version(
        context_root_dir=v10_project_directory) == 1)

    with open(
            file_relative_path(
                __file__,
                "../../test_fixtures/upgrade_helper/UpgradeHelperV11_basic_upgrade_with_exception_log"
                ".json",
            )) as f:
        expected_upgrade_log_dict = json.load(f)
        expected_upgrade_log_str = json.dumps(expected_upgrade_log_dict)
        expected_upgrade_log_str = expected_upgrade_log_str.replace(
            "GE_PROJECT_DIR", v10_project_directory)
        expected_upgrade_log_str = expected_upgrade_log_str.replace(
            "GE_PATH",
            os.path.split(great_expectations.__file__)[0])
        expected_upgrade_log_dict = json.loads(expected_upgrade_log_str)

    with open(
            f"{v10_project_directory}/uncommitted/logs/project_upgrades/UpgradeHelperV11_20190926T134241.000000Z"
            f".json") as f:
        obs_upgrade_log_dict = json.load(f)
        obs_upgrade_log_dict["exceptions"][0]["exception_message"] = ""

    assert obs_upgrade_log_dict == expected_upgrade_log_dict
コード例 #5
0
def test_v2_to_v3_project_upgrade(v20_project_directory, caplog):
    # test project upgrade that requires no manual steps

    runner = CliRunner(mix_stderr=False)
    result = runner.invoke(
        cli,
        ["project", "upgrade", "-d", v20_project_directory],
        input="\n",
        catch_exceptions=False,
    )
    stdout = result.stdout

    with open(
            file_relative_path(
                __file__,
                "../../../test_fixtures/upgrade_helper/test_v2_to_v3_project_upgrade_expected_v012_stdout.fixture",
            )) as f:
        expected_stdout = f.read()
        expected_stdout = expected_stdout.replace("GE_PROJECT_DIR",
                                                  v20_project_directory)
        assert stdout == expected_stdout

    expected_project_tree_str = """\
great_expectations/
    .gitignore
    great_expectations.yml
    checkpoints/
        .gitkeep
        my_checkpoint.yml
        titanic_checkpoint_0.yml
        titanic_checkpoint_1.yml
        titanic_checkpoint_2.yml
    expectations/
        .ge_store_backend_id
        .gitkeep
    notebooks/
        .gitkeep
        pandas/
            validation_playground.ipynb
        spark/
            validation_playground.ipynb
        sql/
            validation_playground.ipynb
    plugins/
        custom_data_docs/
            styles/
                data_docs_custom_styles.css
    uncommitted/
        config_variables.yml
        data_docs/
            local_site/
                expectations/
                    .gitkeep
                static/
                    .gitkeep
                validations/
                    diabetic_data/
                        warning/
                            20200430T191246.763896Z/
                                c3b4c5df224fef4b1a056a0f3b93aba5.html
        logs/
            project_upgrades/
                UpgradeHelperV13_20210119T132639.000000Z.json
        validations/
            .ge_store_backend_id
            diabetic_data/
                warning/
                    20200430T191246.763896Z/
                        c3b4c5df224fef4b1a056a0f3b93aba5.json
"""
    obs_project_tree_str = gen_directory_tree_str(v20_project_directory)
    assert obs_project_tree_str == expected_project_tree_str
    # make sure config number incremented
    assert (DataContext.get_ge_config_version(
        context_root_dir=v20_project_directory) == 3)

    with open(
            file_relative_path(
                __file__,
                "../../../test_fixtures/upgrade_helper/UpgradeHelperV13_basic_upgrade_log.json",
            )) as f:
        expected_upgrade_log_dict = json.load(f)
        expected_upgrade_log_str = json.dumps(expected_upgrade_log_dict)
        expected_upgrade_log_str = expected_upgrade_log_str.replace(
            "GE_PROJECT_DIR", v20_project_directory)
        expected_upgrade_log_dict = json.loads(expected_upgrade_log_str)

    with open(
            f"{v20_project_directory}/uncommitted/logs/project_upgrades/UpgradeHelperV13_20210119T132639.000000Z.json"
    ) as f:
        obs_upgrade_log_dict = json.load(f)

    assert obs_upgrade_log_dict == expected_upgrade_log_dict
コード例 #6
0
def test_project_upgrade_with_manual_steps(v10_project_directory, caplog, sa,
                                           postgresql_engine):
    # This test requires sqlalchemy because it includes database backends configured
    # test project upgrade that requires manual steps

    # copy v2 yml
    shutil.copy(
        file_relative_path(
            __file__,
            "../../../test_fixtures/upgrade_helper/great_expectations_v1_needs_manual_upgrade.yml",
        ),
        os.path.join(v10_project_directory, "great_expectations.yml"),
    )

    runner = CliRunner(mix_stderr=False)
    result = runner.invoke(
        cli,
        ["project", "upgrade", "-d", v10_project_directory],
        input="\n",
        catch_exceptions=False,
    )
    stdout = result.stdout

    with open(
            file_relative_path(
                __file__,
                "../../../test_fixtures/upgrade_helper/test_project_upgrade_with_manual_steps_expected_v012_stdout.fixture",
            )) as f:
        expected_stdout = f.read()
        expected_stdout = expected_stdout.replace("GE_PROJECT_DIR",
                                                  v10_project_directory)
        assert stdout == expected_stdout

    pycache_dir_path = os.path.join(v10_project_directory, "plugins",
                                    "custom_store_backends", "__pycache__")
    try:
        shutil.rmtree(pycache_dir_path)
    except FileNotFoundError:
        pass

    expected_project_tree_str = """\
great_expectations/
    .gitignore
    great_expectations.yml
    checkpoints/
        .gitkeep
    expectations/
        .ge_store_backend_id
        .gitkeep
    notebooks/
        .gitkeep
    plugins/
        custom_store_backends/
            __init__.py
            my_custom_store_backend.py
    uncommitted/
        config_variables.yml
        data_docs/
            local_site/
                expectations/
                    .gitkeep
                static/
                    .gitkeep
                validations/
                    diabetic_data/
                        warning/
                            20200430T191246.763896Z/
                                20200430T191246.763896Z/
                                    c3b4c5df224fef4b1a056a0f3b93aba5.html
        logs/
            project_upgrades/
                UpgradeHelperV11_20190926T134241.000000Z.json
        validations/
            .ge_store_backend_id
            diabetic_data/
                warning/
                    20200430T191246.763896Z/
                        20200430T191246.763896Z/
                            c3b4c5df224fef4b1a056a0f3b93aba5.json
"""
    obs_project_tree_str = gen_directory_tree_str(v10_project_directory)
    assert obs_project_tree_str == expected_project_tree_str
    # make sure config number not incremented
    assert (DataContext.get_ge_config_version(
        context_root_dir=v10_project_directory) == 1)

    with open(
            file_relative_path(
                __file__,
                "../../../test_fixtures/upgrade_helper/UpgradeHelperV11_manual_steps_upgrade_log.json",
            )) as f:
        expected_upgrade_log_dict = json.load(f)
        expected_upgrade_log_str = json.dumps(expected_upgrade_log_dict)
        expected_upgrade_log_str = expected_upgrade_log_str.replace(
            "GE_PROJECT_DIR", v10_project_directory)
        expected_upgrade_log_dict = json.loads(expected_upgrade_log_str)

    with open(
            f"{v10_project_directory}/uncommitted/logs/project_upgrades/UpgradeHelperV11_20190926T134241.000000Z.json"
    ) as f:
        obs_upgrade_log_dict = json.load(f)

    assert obs_upgrade_log_dict == expected_upgrade_log_dict
コード例 #7
0
def test_basic_project_upgrade(v10_project_directory, caplog):
    # test project upgrade that requires no manual steps

    runner: CliRunner = CliRunner(mix_stderr=False)
    result: Result = runner.invoke(
        cli,
        ["-c", v10_project_directory, "--v3-api", "project", "upgrade"],
        input="\n",
        catch_exceptions=False,
    )
    stdout: str = result.stdout

    with open(
            file_relative_path(
                __file__,
                "../../test_fixtures/upgrade_helper/test_basic_project_upgrade_expected_stdout.fixture",
            )) as f:
        expected_stdout: str = f.read()
        expected_stdout = expected_stdout.replace("GE_PROJECT_DIR",
                                                  v10_project_directory)
        assert stdout == expected_stdout

    expected_project_tree_str: str = """\
great_expectations/
    .gitignore
    great_expectations.yml
    checkpoints/
        .gitkeep
    expectations/
        .ge_store_backend_id
        .gitkeep
    notebooks/
        .gitkeep
    plugins/
        custom_store_backends/
            __init__.py
            my_custom_store_backend.py
    uncommitted/
        config_variables.yml
        data_docs/
            local_site/
                expectations/
                    .gitkeep
                static/
                    .gitkeep
                validations/
                    diabetic_data/
                        warning/
                            20200430T191246.763896Z/
                                20200430T191246.763896Z/
                                    c3b4c5df224fef4b1a056a0f3b93aba5.html
        logs/
            project_upgrades/
                UpgradeHelperV11_20190926T134241.000000Z.json
                UpgradeHelperV13_20190926T134241.000000Z.json
        validations/
            .ge_store_backend_id
            diabetic_data/
                warning/
                    20200430T191246.763896Z/
                        20200430T191246.763896Z/
                            c3b4c5df224fef4b1a056a0f3b93aba5.json
"""
    obs_project_tree_str: str = gen_directory_tree_str(
        startpath=v10_project_directory)
    assert obs_project_tree_str == expected_project_tree_str
    # make sure config number incremented
    assert (DataContext.get_ge_config_version(
        context_root_dir=v10_project_directory) == 3.0)

    with open(
            file_relative_path(
                __file__,
                "../../test_fixtures/upgrade_helper/UpgradeHelperV11_basic_upgrade_log.json",
            )) as f:
        expected_upgrade_log_dict: dict = json.load(f)
        expected_upgrade_log_str: str = json.dumps(expected_upgrade_log_dict)
        expected_upgrade_log_str = expected_upgrade_log_str.replace(
            "GE_PROJECT_DIR", v10_project_directory)
        expected_upgrade_log_dict: dict = json.loads(expected_upgrade_log_str)

    with open(
            f"{v10_project_directory}/uncommitted/logs/project_upgrades/UpgradeHelperV11_20190926T134241.000000Z.json"
    ) as f:
        obs_upgrade_log_dict: dict = json.load(f)

    assert obs_upgrade_log_dict == expected_upgrade_log_dict