| |
| import os |
| import re |
| import subprocess |
| import sys |
| from pathlib import Path |
| from typing import Any, List, Set |
|
|
| import pytest |
| from omegaconf import DictConfig, OmegaConf |
|
|
| from hydra import MissingConfigException |
| from hydra.test_utils.test_utils import ( |
| TSweepRunner, |
| TTaskRunner, |
| chdir_hydra_root, |
| integration_test, |
| verify_dir_outputs, |
| ) |
|
|
| chdir_hydra_root() |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", [(".", None), (None, ".")] |
| ) |
| def test_missing_conf_dir( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with pytest.raises(MissingConfigException): |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="dir_not_found", |
| config_name=None, |
| ): |
| pass |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_without_config/my_app.py", None), |
| (None, "tests.test_apps.app_without_config.my_app"), |
| ], |
| ) |
| def test_missing_conf_file( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with pytest.raises(MissingConfigException): |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name="not_found.yaml", |
| ): |
| pass |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_without_config/my_app.py", None), |
| (None, "tests.test_apps.app_without_config.my_app"), |
| ], |
| ) |
| def test_app_without_config___no_overrides( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name=None, |
| ) as task: |
| assert task.job_ret is not None |
| assert task.job_ret.cfg == {} |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/hydra_main_rerun/my_app.py", None), |
| (None, "tests.test_apps.hydra_main_rerun.my_app"), |
| ], |
| ) |
| def test_hydra_main_rerun( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name=None, |
| ) as task: |
| assert task.job_ret is not None |
| assert task.job_ret.cfg == {} |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_without_config/my_app.py", None), |
| (None, "tests.test_apps.app_without_config.my_app"), |
| ], |
| ) |
| def test_app_without_config__with_append( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="", |
| config_name=None, |
| overrides=["+abc=123", "+a.b=1", "+a.a=2"], |
| ) as task: |
| assert task.job_ret is not None and task.job_ret.cfg == dict( |
| abc=123, a=dict(b=1, a=2) |
| ) |
| verify_dir_outputs(task.job_ret, task.overrides) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_cfg/my_app.py", None), |
| (None, "tests.test_apps.app_with_cfg.my_app"), |
| ], |
| ) |
| def test_app_with_config_file__no_overrides( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
|
|
| task = hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name="config.yaml", |
| ) |
| with task: |
| assert task.job_ret is not None and task.job_ret.cfg == { |
| "dataset": {"name": "imagenet", "path": "/datasets/imagenet"} |
| } |
|
|
| verify_dir_outputs(task.job_ret) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_cfg_groups_no_header/my_app.py", None,), |
| (None, "tests.test_apps.app_with_cfg_groups_no_header.my_app",), |
| ], |
| ) |
| def test_config_without_package_header_warnings( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| recwarn: Any, |
| ) -> None: |
| task = hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="conf", |
| config_name="config.yaml", |
| ) |
| with task: |
| assert task.job_ret is not None and task.job_ret.cfg == { |
| "optimizer": {"type": "nesterov", "lr": 0.001} |
| } |
|
|
| assert len(recwarn) == 1 |
| msg = recwarn.pop().message.args[0] |
| assert "Missing @package directive optimizer/nesterov.yaml in " in msg |
| assert ( |
| "See https://hydra.cc/docs/next/upgrades/0.11_to_1.0/adding_a_package_directive" |
| in msg |
| ) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_cfg_groups/my_app.py", None), |
| (None, "tests.test_apps.app_with_cfg_groups.my_app"), |
| ], |
| ) |
| def test_app_with_config_path_backward_compatibility( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| msg = ( |
| "\nUsing config_path to specify the config name is deprecated, specify the config name via config_name" |
| "\nSee https://hydra.cc/next/upgrades/0.11_to_1.0/config_path_changes" |
| ) |
|
|
| with pytest.warns(expected_warning=UserWarning, match=re.escape(msg)): |
| task = hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="conf/config.yaml", |
| config_name=None, |
| ) |
| with task: |
| assert task.job_ret is not None and task.job_ret.cfg == { |
| "optimizer": {"type": "nesterov", "lr": 0.001} |
| } |
|
|
| verify_dir_outputs(task.job_ret) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_cfg/my_app.py", None), |
| (None, "tests.test_apps.app_with_cfg.my_app"), |
| ], |
| ) |
| def test_app_with_config_file__with_overide( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name="config.yaml", |
| overrides=["dataset.path=/datasets/imagenet2"], |
| ) as task: |
| assert task.job_ret is not None and task.job_ret.cfg == dict( |
| dataset=dict(name="imagenet", path="/datasets/imagenet2") |
| ) |
| verify_dir_outputs(task.job_ret, task.overrides) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_split_cfg/my_app.py", None), |
| (None, "tests.test_apps.app_with_split_cfg.my_app"), |
| ], |
| ) |
| def test_app_with_split_config( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name="config.yaml", |
| ) as task: |
| assert task.job_ret is not None and task.job_ret.cfg == dict( |
| dataset=dict(name="imagenet", path="/datasets/imagenet"), |
| optimizer=dict(lr=0.001, type="nesterov"), |
| ) |
| verify_dir_outputs(task.job_ret) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_cfg_groups/my_app.py", None), |
| (None, "tests.test_apps.app_with_cfg_groups.my_app"), |
| ], |
| ) |
| def test_app_with_config_groups__override_dataset__wrong( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with pytest.raises(MissingConfigException) as ex: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="conf", |
| config_name=None, |
| overrides=["+optimizer=wrong_name"], |
| ): |
| pass |
| assert sorted(ex.value.options) == sorted(["adam", "nesterov"]) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_cfg_groups/my_app.py", None), |
| (None, "tests.test_apps.app_with_cfg_groups.my_app"), |
| ], |
| ) |
| def test_app_with_config_groups__override_all_configs( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="conf", |
| config_name=None, |
| overrides=["+optimizer=adam", "optimizer.lr=10"], |
| ) as task: |
| assert task.job_ret is not None and task.job_ret.cfg == dict( |
| optimizer=dict(type="adam", lr=10, beta=0.01) |
| ) |
| verify_dir_outputs(task.job_ret, overrides=task.overrides) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_custom_launcher/my_app.py", None), |
| (None, "tests.test_apps.app_with_custom_launcher.my_app"), |
| ], |
| ) |
| def test_app_with_sweep_cfg__override_to_basic_launcher( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name="config.yaml", |
| overrides=["hydra/launcher=basic"], |
| ) as task: |
| assert task.job_ret is not None |
| assert task.job_ret.hydra_cfg is not None |
| hydra_cfg = task.job_ret.hydra_cfg |
| assert ( |
| hydra_cfg.hydra.launcher.cls |
| == "hydra._internal.core_plugins.basic_launcher.BasicLauncher" |
| ) |
| assert len(task.job_ret.hydra_cfg.hydra.launcher.params) == 0 |
|
|
|
|
| def test_short_module_name(tmpdir: Path) -> None: |
| cmd = [ |
| sys.executable, |
| "examples/tutorials/basic/your_first_hydra_app/2_config_file/my_app.py", |
| "hydra.run.dir=" + str(tmpdir), |
| ] |
| result = subprocess.check_output(cmd) |
| assert OmegaConf.create(str(result.decode("utf-8"))) == { |
| "db": {"driver": "mysql", "password": "secret", "user": "omry"} |
| } |
|
|
|
|
| def test_hydra_main_module_override_name(tmpdir: Path) -> None: |
| cfg = OmegaConf.create() |
| integration_test( |
| tmpdir=tmpdir, |
| task_config=cfg, |
| overrides=[], |
| prints="HydraConfig.get().job.name", |
| expected_outputs="Foo", |
| env_override={"HYDRA_MAIN_MODULE": "hydra.test_utils.configs.Foo"}, |
| ) |
|
|
|
|
| def test_short_hydra_main_module_override_name(tmpdir: Path) -> None: |
| cfg = OmegaConf.create() |
| integration_test( |
| tmpdir=tmpdir, |
| task_config=cfg, |
| overrides=[], |
| prints="HydraConfig.get().job.name", |
| expected_outputs="Foo", |
| env_override={"HYDRA_MAIN_MODULE": "Foo"}, |
| ) |
|
|
|
|
| @pytest.mark.parametrize( |
| "env_name", ["HYDRA_MAIN_MODULE", "FB_PAR_MAIN_MODULE", "FB_XAR_MAIN_MODULE"] |
| ) |
| def test_module_env_override(tmpdir: Path, env_name: str) -> None: |
| """ |
| Tests that module name overrides are working. |
| """ |
| cmd = [ |
| sys.executable, |
| "examples/tutorials/basic/your_first_hydra_app/2_config_file/my_app.py", |
| "hydra.run.dir=" + str(tmpdir), |
| ] |
| modified_env = os.environ.copy() |
| modified_env[env_name] = "hydra.test_utils.configs.Foo" |
| result = subprocess.check_output(cmd, env=modified_env) |
| assert OmegaConf.create(str(result.decode("utf-8"))) == {"normal_yaml_config": True} |
|
|
|
|
| @pytest.mark.parametrize( |
| "flag,expected_keys", |
| [("--cfg=all", ["db", "hydra"]), ("--cfg=hydra", ["hydra"]), ("--cfg=job", ["db"])], |
| ) |
| def test_cfg(tmpdir: Path, flag: str, expected_keys: List[str]) -> None: |
| cmd = [ |
| sys.executable, |
| "examples/tutorials/basic/your_first_hydra_app/5_defaults/my_app.py", |
| "hydra.run.dir=" + str(tmpdir), |
| flag, |
| ] |
| result = subprocess.check_output(cmd) |
| conf = OmegaConf.create(str(result.decode("utf-8"))) |
| for key in expected_keys: |
| assert key in conf |
|
|
|
|
| @pytest.mark.parametrize( |
| "flags,expected", |
| [ |
| ( |
| ["--cfg=job", "--package=_global_"], |
| """# @package _global_ |
| db: |
| driver: mysql |
| user: omry |
| pass: secret |
| """, |
| ), |
| ( |
| ["--cfg=job", "--package=db"], |
| """# @package db |
| driver: mysql |
| user: omry |
| pass: secret |
| """, |
| ), |
| (["--cfg=job", "--package=db.driver"], "mysql\n"), |
| ], |
| ) |
| def test_cfg_with_package(tmpdir: Path, flags: List[str], expected: str) -> None: |
| cmd = [ |
| sys.executable, |
| "examples/tutorials/basic/your_first_hydra_app/5_defaults/my_app.py", |
| "hydra.run.dir=" + str(tmpdir), |
| ] + flags |
|
|
| def norm(s: str) -> str: |
| return s.replace("\r\n", "\n").replace("\r", "\n") |
|
|
| result = subprocess.check_output(cmd).decode("utf-8") |
| assert norm(result) == norm(expected) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_config_with_free_group/my_app.py", None), |
| (None, "tests.test_apps.app_with_config_with_free_group.my_app"), |
| ], |
| ) |
| @pytest.mark.parametrize("overrides", [["+free_group=opt1,opt2"]]) |
| def test_multirun_with_free_override( |
| hydra_restore_singletons: Any, |
| hydra_sweep_runner: TSweepRunner, |
| calling_file: str, |
| calling_module: str, |
| overrides: List[str], |
| ) -> None: |
| sweep = hydra_sweep_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="conf/", |
| config_name="config.yaml", |
| task_function=None, |
| overrides=overrides, |
| ) |
| with sweep: |
| assert sweep.returns is not None and len(sweep.returns[0]) == 2 |
| assert sweep.returns[0][0].overrides == ["+free_group=opt1"] |
| assert sweep.returns[0][0].cfg == {"group_opt1": True, "free_group_opt1": True} |
| assert sweep.returns[0][1].overrides == ["+free_group=opt2"] |
| assert sweep.returns[0][1].cfg == {"group_opt1": True, "free_group_opt2": True} |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| pytest.param( |
| "tests/test_apps/sweep_complex_defaults/my_app.py", None, id="file_path" |
| ), |
| pytest.param( |
| None, "tests.test_apps.sweep_complex_defaults.my_app", id="pkg_path" |
| ), |
| ], |
| ) |
| def test_sweep_complex_defaults( |
| hydra_restore_singletons: Any, |
| hydra_sweep_runner: TSweepRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| with hydra_sweep_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="conf", |
| config_name="config.yaml", |
| task_function=None, |
| overrides=["optimizer=adam,nesterov"], |
| ) as sweep: |
| assert sweep.returns is not None and len(sweep.returns[0]) == 2 |
| assert sweep.returns[0][0].overrides == ["optimizer=adam"] |
| assert sweep.returns[0][1].overrides == ["optimizer=nesterov"] |
|
|
|
|
| @pytest.mark.parametrize( |
| "script, flag, overrides,expected", |
| [ |
| pytest.param( |
| "examples/tutorials/basic/your_first_hydra_app/1_simple_cli/my_app.py", |
| "--help", |
| ["hydra.help.template=foo"], |
| "foo\n", |
| id="simple_cli_app", |
| ), |
| pytest.param( |
| "examples/tutorials/basic/your_first_hydra_app/2_config_file/my_app.py", |
| "--help", |
| ["hydra.help.template=foo"], |
| "foo\n", |
| id="overriding_help_template", |
| ), |
| pytest.param( |
| "examples/tutorials/basic/your_first_hydra_app/2_config_file/my_app.py", |
| "--help", |
| ["hydra.help.template=$CONFIG", "db.user=root"], |
| """db: |
| driver: mysql |
| user: root |
| password: secret |
| |
| """, |
| id="overriding_help_template:$CONFIG", |
| ), |
| pytest.param( |
| "examples/tutorials/basic/your_first_hydra_app/2_config_file/my_app.py", |
| "--help", |
| ["hydra.help.template=$FLAGS_HELP"], |
| """--help,-h : Application's help |
| --hydra-help : Hydra's help |
| --version : show program's version number and exit |
| --cfg,-c : Show config instead of running [job|hydra|all] |
| --package,-p : Config package to show |
| --run,-r : Run a job |
| --multirun,-m : Run multiple jobs with the configured launcher |
| --shell-completion,-sc : Install or Uninstall shell completion: |
| Bash - Install: |
| eval "$(python {script} -sc install=bash)" |
| Bash - Uninstall: |
| eval "$(python {script} -sc uninstall=bash)" |
| |
| Fish - Install: |
| python {script} -sc install=fish | source |
| Fish - Uninstall: |
| python {script} -sc uninstall=fish | source |
| |
| --config-path,-cp : Overrides the config_path specified in hydra.main(). |
| The config_path is relative to the Python file declaring @hydra.main() |
| --config-name,-cn : Overrides the config_name specified in hydra.main() |
| --info,-i : Print Hydra information |
| Overrides : Any key=value arguments to override config values (use dots for.nested=overrides) |
| """, |
| id="overriding_help_template:$FLAGS_HELP", |
| ), |
| pytest.param( |
| "examples/tutorials/basic/your_first_hydra_app/4_config_groups/my_app.py", |
| "--help", |
| ["hydra.help.template=$APP_CONFIG_GROUPS"], |
| """db: mysql, postgresql |
| |
| """, |
| id="overriding_help_template:$APP_CONFIG_GROUPS", |
| ), |
| pytest.param( |
| "examples/tutorials/basic/your_first_hydra_app/2_config_file/my_app.py", |
| "--hydra-help", |
| ["hydra.hydra_help.template=foo"], |
| "foo\n", |
| id="overriding_hydra_help_template", |
| ), |
| pytest.param( |
| "examples/tutorials/basic/your_first_hydra_app/2_config_file/my_app.py", |
| "--hydra-help", |
| ["hydra.hydra_help.template=$FLAGS_HELP"], |
| """--help,-h : Application's help |
| --hydra-help : Hydra's help |
| --version : show program's version number and exit |
| --cfg,-c : Show config instead of running [job|hydra|all] |
| --package,-p : Config package to show |
| --run,-r : Run a job |
| --multirun,-m : Run multiple jobs with the configured launcher |
| --shell-completion,-sc : Install or Uninstall shell completion: |
| Bash - Install: |
| eval "$(python {script} -sc install=bash)" |
| Bash - Uninstall: |
| eval "$(python {script} -sc uninstall=bash)" |
| |
| Fish - Install: |
| python {script} -sc install=fish | source |
| Fish - Uninstall: |
| python {script} -sc uninstall=fish | source |
| |
| --config-path,-cp : Overrides the config_path specified in hydra.main(). |
| The config_path is relative to the Python file declaring @hydra.main() |
| --config-name,-cn : Overrides the config_name specified in hydra.main() |
| --info,-i : Print Hydra information |
| Overrides : Any key=value arguments to override config values (use dots for.nested=overrides) |
| """, |
| id="overriding_hydra_help_template:$FLAGS_HELP", |
| ), |
| ], |
| ) |
| def test_help( |
| tmpdir: Path, script: str, flag: str, overrides: List[str], expected: Any, |
| ) -> None: |
| cmd = [sys.executable, script, "hydra.run.dir=" + str(tmpdir)] |
| cmd.extend(overrides) |
| cmd.append(flag) |
| print(" ".join(cmd)) |
| result = str(subprocess.check_output(cmd).decode("utf-8")) |
| |
| result = result.replace("\r\n", "\n") |
| assert result == expected.format(script=script) |
|
|
|
|
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/interpolating_dir_hydra_to_app/my_app.py", None), |
| (None, "tests.test_apps.interpolating_dir_hydra_to_app.my_app"), |
| ], |
| ) |
| def test_interpolating_dir_hydra_to_app( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| ) -> None: |
| basedir = "foo" |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name="config.yaml", |
| overrides=["experiment.base_dir=" + basedir], |
| ) as task: |
| assert task.temp_dir is not None |
| path = Path(task.temp_dir) / basedir |
| assert path.exists() |
|
|
|
|
| def test_sys_exit(tmpdir: Path) -> None: |
| cmd = [ |
| sys.executable, |
| "tests/test_apps/sys_exit/my_app.py", |
| "hydra.run.dir=" + str(tmpdir), |
| ] |
| assert subprocess.run(cmd).returncode == 42 |
|
|
|
|
| @pytest.mark.parametrize( |
| "task_config, overrides, expected_dir", |
| [ |
| ({"hydra": {"run": {"dir": "foo"}}}, [], "foo"), |
| ({}, ["hydra.run.dir=bar"], "bar"), |
| ({"hydra": {"run": {"dir": "foo"}}}, ["hydra.run.dir=boom"], "boom"), |
| ( |
| { |
| "hydra": {"run": {"dir": "foo-${hydra.job.override_dirname}"}}, |
| "app": {"a": 1, "b": 2}, |
| }, |
| ["app.a=20"], |
| "foo-app.a=20", |
| ), |
| ], |
| ) |
| def test_local_run_workdir( |
| tmpdir: Path, task_config: DictConfig, overrides: List[str], expected_dir: str |
| ) -> None: |
| cfg = OmegaConf.create(task_config) |
| assert isinstance(cfg, DictConfig) |
| expected_dir1 = tmpdir / expected_dir |
| integration_test( |
| tmpdir=tmpdir, |
| task_config=cfg, |
| overrides=overrides, |
| prints="os.getcwd()", |
| expected_outputs=str(expected_dir1), |
| ) |
|
|
|
|
| def test_hydra_env_set(tmpdir: Path) -> None: |
| cfg = OmegaConf.create({"hydra": {"job": {"env_set": {"foo": "bar"}}}}) |
| integration_test( |
| tmpdir=tmpdir, |
| task_config=cfg, |
| overrides=[], |
| prints="os.environ['foo']", |
| expected_outputs="bar", |
| ) |
|
|
|
|
| @pytest.mark.parametrize( |
| "override", [pytest.param("xyz", id="db=xyz"), pytest.param("", id="db=")] |
| ) |
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| pytest.param("hydra/test_utils/example_app.py", None, id="file"), |
| pytest.param(None, "hydra.test_utils.example_app", id="module"), |
| ], |
| ) |
| def test_override_with_invalid_group_choice( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| override: str, |
| ) -> None: |
| msg = f"""Could not load db/{override}, available options:\ndb:\n\tmysql\n\tpostgresql""" |
|
|
| with pytest.raises(MissingConfigException, match=re.escape(msg)): |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path="configs", |
| config_name="db_conf", |
| overrides=[f"db={override}"], |
| ): |
| ... |
|
|
|
|
| @pytest.mark.parametrize("config_path", ["dir1", "dir2"]) |
| @pytest.mark.parametrize("config_name", ["cfg1", "cfg2"]) |
| def test_config_name_and_path_overrides( |
| tmpdir: Path, config_path: str, config_name: str |
| ) -> None: |
| cmd = [ |
| sys.executable, |
| "tests/test_apps/app_with_multiple_config_dirs/my_app.py", |
| "hydra.run.dir=" + str(tmpdir), |
| f"--config-name={config_name}", |
| f"--config-path={config_path}", |
| ] |
| print(" ".join(cmd)) |
| result = str(subprocess.check_output(cmd).decode("utf-8")).strip() |
| |
| result = result.replace("\r\n", "\n") |
| assert result == f"{config_path}_{config_name}: true" |
|
|
|
|
| @pytest.mark.parametrize( |
| "overrides, expected_files", |
| [ |
| ([], {"my_app.log", ".hydra"}), |
| (["hydra.output_subdir=foo"], {"my_app.log", "foo"}), |
| (["hydra.output_subdir=null"], {"my_app.log"}), |
| ], |
| ) |
| @pytest.mark.parametrize( |
| "calling_file, calling_module", |
| [ |
| ("tests/test_apps/app_with_cfg/my_app.py", None), |
| (None, "tests.test_apps.app_with_cfg.my_app"), |
| ], |
| ) |
| def test_hydra_output_dir( |
| hydra_restore_singletons: Any, |
| hydra_task_runner: TTaskRunner, |
| calling_file: str, |
| calling_module: str, |
| overrides: List[str], |
| expected_files: Set[str], |
| ) -> None: |
| with hydra_task_runner( |
| calling_file=calling_file, |
| calling_module=calling_module, |
| config_path=None, |
| config_name=None, |
| overrides=overrides, |
| ) as task: |
| assert task.temp_dir is not None |
| path = Path(task.temp_dir) |
| files = set([str(x)[len(task.temp_dir) + 1 :] for x in path.iterdir()]) |
| assert files == expected_files |
|
|