コード例 #1
0
 def flux_command(self):
     """
     Returns a the flux version
     """
     flux_bin = "flux"
     if "flux_path" in self.expanded_spec.batch.keys():
         flux_bin = os.path.join(self.expanded_spec.batch["flux_path"], "flux")
     return get_flux_cmd(flux_bin, no_errors=self.no_errors)
コード例 #2
0
ファイル: test_definitions.py プロジェクト: ymubarka/merlin
def define_tests():
    """
    Returns a dictionary of tests, where the key
    is the test's name, and the value is a tuple
    of (shell command, condition(s) to satisfy).
    """
    celery_regex = r"(srun\s+.*)?celery\s+(-A|--app)\s+merlin\s+worker\s+.*"

    # shortcut string variables
    err_lvl = "-lvl error"
    workers = f"merlin {err_lvl} run-workers"
    run = f"merlin {err_lvl} run"
    restart = f"merlin {err_lvl} restart"
    purge = "merlin purge"
    examples = "merlin/examples/workflows"
    dev_examples = "merlin/examples/dev_workflows"
    demo = f"{examples}/feature_demo/feature_demo.yaml"
    remote_demo = f"{examples}/remote_feature_demo/remote_feature_demo.yaml"
    demo_pgen = f"{examples}/feature_demo/scripts/pgen.py"
    simple = f"{examples}/simple_chain/simple_chain.yaml"
    slurm = f"{examples}/slurm/slurm_test.yaml"
    slurm_restart = f"{examples}/slurm/slurm_par_restart.yaml"
    flux = f"{examples}/flux/flux_test.yaml"
    flux_restart = f"{examples}/flux/flux_par_restart.yaml"
    lsf = f"{examples}/lsf/lsf_par.yaml"
    black = "black --check --target-version py36"
    config_dir = "./CLI_TEST_MERLIN_CONFIG"
    release_dependencies = "./requirements/release.txt"

    basic_checks = {
        "merlin": ("merlin", HasReturnCode(1), "local"),
        "merlin help": ("merlin --help", HasReturnCode(), "local"),
        "merlin version": ("merlin --version", HasReturnCode(), "local"),
        "merlin config": (
            f"merlin config -o {config_dir}; rm -rf {config_dir}",
            HasReturnCode(),
            "local",
        ),
    }
    examples_check = {
        "example list": (
            "merlin example list",
            HasReturnCode(),
            "local",
        ),
    }
    run_workers_echo_tests = {
        "run-workers echo simple_chain": (
            f"{workers} {simple} --echo",
            [HasReturnCode(), HasRegex(celery_regex)],
            "local",
        ),
        "run-workers echo feature_demo": (
            f"{workers} {demo} --echo",
            [HasReturnCode(), HasRegex(celery_regex)],
            "local",
        ),
        "run-workers echo slurm_test": (
            f"{workers} {slurm} --echo",
            [HasReturnCode(), HasRegex(celery_regex)],
            "local",
        ),
        "run-workers echo flux_test": (
            f"{workers} {flux} --echo",
            [HasReturnCode(), HasRegex(celery_regex)],
            "local",
        ),
        "run-workers echo override feature_demo": (
            f"{workers} {demo} --echo --vars VERIFY_QUEUE=custom_verify_queue",
            [HasReturnCode(), HasRegex("custom_verify_queue")],
            "local",
        ),
    }
    wf_format_tests = {
        "local minimum_format": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../{dev_examples}/minimum_format.yaml --local",
            StepFileExists(
                "step1",
                "MERLIN_FINISHED",
                "minimum_format",
                OUTPUT_DIR,
                params=False,
            ),
            "local",
        ),
        "local no_description": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../merlin/examples/dev_workflows/no_description.yaml --local",
            HasReturnCode(1),
            "local",
        ),
        "local no_steps": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../merlin/examples/dev_workflows/no_steps.yaml --local",
            HasReturnCode(1),
            "local",
        ),
        "local no_study": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../merlin/examples/dev_workflows/no_study.yaml --local",
            HasReturnCode(1),
            "local",
        ),
    }
    example_tests = {
        "example failure":
        ("merlin example failure", HasRegex("not found"), "local"),
        "example simple_chain": (
            f"merlin example simple_chain ; {run} simple_chain.yaml --local --vars OUTPUT_PATH=./{OUTPUT_DIR} ; rm simple_chain.yaml",
            HasReturnCode(),
            "local",
        ),
    }
    restart_step_tests = {
        "local restart_shell": (
            f"{run} {dev_examples}/restart_shell.yaml --local --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileExists(
                "step2",
                "MERLIN_FINISHED",
                "restart_shell",
                OUTPUT_DIR,
                params=False,
            ),
            "local",
        ),
        "local restart": (
            f"{run} {dev_examples}/restart.yaml --local --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileExists(
                "final_check_for_no_hard_fails",
                "MERLIN_FINISHED",
                "restart",
                OUTPUT_DIR,
                params=False,
            ),
            "local",
        ),
    }
    restart_wf_tests = {
        "restart local simple_chain": (
            f"{run} {simple} --local --vars OUTPUT_PATH=./{OUTPUT_DIR} ; {restart} $(find ./{OUTPUT_DIR} -type d -name 'simple_chain_*') --local",
            HasReturnCode(),
            "local",
        ),
    }
    dry_run_tests = {
        "dry feature_demo": (
            f"{run} {demo} --local --dry --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            [
                StepFileExists(
                    "verify",
                    "verify_*.sh",
                    "feature_demo",
                    OUTPUT_DIR,
                    params=True,
                ),
                HasReturnCode(),
            ],
            "local",
        ),
        "dry launch slurm": (
            f"{run} {slurm} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileHasRegex("runs", "*/runs.slurm.sh", "slurm_test",
                             OUTPUT_DIR, "srun "),
            "local",
        ),
        "dry launch flux": (
            f"{run} {flux} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileHasRegex(
                "runs",
                "*/runs.slurm.sh",
                "flux_test",
                OUTPUT_DIR,
                get_flux_cmd("flux", no_errors=True),
            ),
            "local",
        ),
        "dry launch lsf": (
            f"{run} {lsf} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileHasRegex("runs", "*/runs.slurm.sh", "lsf_par", OUTPUT_DIR,
                             "jsrun "),
            "local",
        ),
        "dry launch slurm restart": (
            f"{run} {slurm_restart} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileHasRegex(
                "runs",
                "*/runs.restart.slurm.sh",
                "slurm_par_restart",
                OUTPUT_DIR,
                "srun ",
            ),
            "local",
        ),
        "dry launch flux restart": (
            f"{run} {flux_restart} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileHasRegex(
                "runs_rs",
                "*/runs_rs.restart.slurm.sh",
                "flux_par_restart",
                OUTPUT_DIR,
                get_flux_cmd("flux", no_errors=True),
            ),
            "local",
        ),
    }
    other_local_tests = {
        "local simple_chain": (
            f"{run} {simple} --local --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            HasReturnCode(),
            "local",
        ),
        "local override feature_demo": (
            f"{run} {demo} --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR} --local",
            [
                HasReturnCode(),
                ProvenanceYAMLFileHasRegex(
                    regex=r"HELLO: \$\(SCRIPTS\)/hello_world.py",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="orig",
                ),
                ProvenanceYAMLFileHasRegex(
                    regex=r"name: \$\(NAME\)",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="partial",
                ),
                ProvenanceYAMLFileHasRegex(
                    regex="studies/feature_demo_",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="partial",
                ),
                ProvenanceYAMLFileHasRegex(
                    regex="name: feature_demo",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                ),
                ProvenanceYAMLFileHasRegex(
                    regex=r"\$\(NAME\)",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                    negate=True,
                ),
                StepFileExists(
                    "verify",
                    "MERLIN_FINISHED",
                    "feature_demo",
                    OUTPUT_DIR,
                    params=True,
                ),
            ],
            "local",
        ),
        # "local restart expand name": (
        #    f"{run} {demo} --local --vars OUTPUT_PATH=./{OUTPUT_DIR} NAME=test_demo ; {restart} $(find ./{OUTPUT_DIR} -type d -name 'test_demo_*') --local",
        #    [
        #        HasReturnCode(),
        #        ProvenanceYAMLFileHasRegex(
        #            regex="name: test_demo",
        #            name="test_demo",
        #            output_path=OUTPUT_DIR,
        #            provenance_type="expanded",
        #        ),
        #        StepFileExists(
        #            "merlin_info", "test_demo.expanded.yaml", "test_demo", OUTPUT_DIR, params=True,
        #        ),
        #    ],
        #    "local",
        # ),
        "local csv feature_demo": (
            f"echo 42.0,47.0 > foo_testing_temp.csv; merlin run {demo} --samplesfile foo_testing_temp.csv --vars OUTPUT_PATH=./{OUTPUT_DIR} --local; rm -f foo_testing_temp.csv",
            [HasRegex("1 sample loaded."),
             HasReturnCode()],
            "local",
        ),
        "local tab feature_demo": (
            f"echo '42.0\t47.0\n7.0 5.3' > foo_testing_temp.tab; merlin run {demo} --samplesfile foo_testing_temp.tab --vars OUTPUT_PATH=./{OUTPUT_DIR} --local; rm -f foo_testing_temp.tab",
            [HasRegex("2 samples loaded."),
             HasReturnCode()],
            "local",
        ),
        "local pgen feature_demo": (
            f"{run} {demo} --pgen {demo_pgen} --vars OUTPUT_PATH=./{OUTPUT_DIR} --local",
            [
                ProvenanceYAMLFileHasRegex(
                    regex=r"\[0.3333333",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                ),
                ProvenanceYAMLFileHasRegex(
                    regex=r"\[0.5",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                    negate=True,
                ),
                HasReturnCode(),
            ],
            "local",
        ),
    }
    provenence_equality_checks = {  # noqa: F841
        "local provenance spec equality": (
            f"{run} {simple} --vars OUTPUT_PATH=./{OUTPUT_DIR} --local ; cp $(find ./{OUTPUT_DIR}/simple_chain_*/merlin_info -type f -name 'simple_chain.expanded.yaml') ./{OUTPUT_DIR}/FILE1 ; rm -rf ./{OUTPUT_DIR}/simple_chain_* ; {run} ./{OUTPUT_DIR}/FILE1 --vars OUTPUT_PATH=./{OUTPUT_DIR} --local ; cmp ./{OUTPUT_DIR}/FILE1 $(find ./{OUTPUT_DIR}/simple_chain_*/merlin_info -type f -name 'simple_chain.expanded.yaml')",
            HasReturnCode(),
            "local",
        ),
    }
    style_checks = {  # noqa: F841
        "black check merlin": (f"{black} merlin/", HasReturnCode(), "local"),
        "black check tests": (f"{black} tests/", HasReturnCode(), "local"),
    }
    dependency_checks = {
        "deplic no GNU": (
            f"deplic {release_dependencies}",
            [HasRegex("GNU", negate=True),
             HasRegex("GPL", negate=True)],
            "local",
        ),
    }
    distributed_tests = {  # noqa: F841
        "run and purge feature_demo": (
            f"{run} {demo} ; {purge} {demo} -f",
            HasReturnCode(),
        ),
        "remote feature_demo": (
            f"{run} {remote_demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers ; {workers} {remote_demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers",
            [
                HasReturnCode(),
                ProvenanceYAMLFileHasRegex(
                    regex="cli_test_demo_workers:",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                ),
                StepFileExists(
                    "verify",
                    "MERLIN_FINISHED",
                    "feature_demo",
                    OUTPUT_DIR,
                    params=True,
                ),
            ],
        ),
        # this test is deactivated until the --spec option for stop-workers is active again
        # "stop workers for distributed feature_demo": (
        #     f"{run} {demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers ; {workers} {demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers ; sleep 20 ; merlin stop-workers --spec {demo}",
        #     [
        #         HasReturnCode(),
        #         ProvenanceYAMLFileHasRegex(
        #             regex="cli_test_demo_workers:",
        #             name="feature_demo",
        #             output_path=OUTPUT_DIR,
        #             provenance_type="expanded",
        #         ),
        #         StepFileExists(
        #             "verify",
        #             "MERLIN_FINISHED",
        #             "feature_demo",
        #             OUTPUT_DIR,
        #             params=True,
        #         ),
        #     ],
        # ),
    }

    # combine and return test dictionaries
    all_tests = {}
    for test_dict in [
            basic_checks,
            examples_check,
            run_workers_echo_tests,
            wf_format_tests,
            example_tests,
            restart_step_tests,
            restart_wf_tests,
            dry_run_tests,
            other_local_tests,
            # provenence_equality_checks, # omitting provenance equality check because it is broken
            # style_checks, # omitting style checks due to different results on different machines
            dependency_checks,
            distributed_tests,
    ]:
        all_tests.update(test_dict)

    return all_tests
コード例 #3
0
def define_tests():
    """
    Returns a dictionary of tests, where the key
    is the test's name, and the value is a tuple
    of (shell command, condition(s) to satisfy).
    """
    celery_regex = r"(srun\s+.*)?celery\s+worker\s+(-A|--app)\s+merlin\s+.*"

    # shortcut string variables
    workers = "merlin run-workers"
    run = "merlin run"
    restart = "merlin restart"
    purge = "merlin purge"
    examples = "merlin/examples/workflows"
    demo = f"{examples}/feature_demo/feature_demo.yaml"
    simple = f"{examples}/simple_chain/simple_chain.yaml"
    slurm = f"{examples}/slurm/slurm_test.yaml"
    slurm_restart = f"{examples}/slurm/slurm_par_restart.yaml"
    flux = f"{examples}/flux/flux_test.yaml"
    flux_restart = f"{examples}/flux/flux_par_restart.yaml"
    lsf = f"{examples}/lsf/lsf_par.yaml"
    black = "black --check --target-version py36"
    config_dir = "./CLI_TEST_MERLIN_CONFIG"

    return {
        "merlin": ("merlin", ReturnCodeCond(1), "local"),
        "merlin help": ("merlin --help", ReturnCodeCond(), "local"),
        "merlin version": ("merlin --version", ReturnCodeCond(), "local"),
        "merlin config": (
            f"merlin config -o {config_dir}; rm -rf {config_dir}",
            ReturnCodeCond(),
            "local",
        ),
        "run-workers echo simple_chain": (
            f"{workers} {simple} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo feature_demo": (
            f"{workers} {demo} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo slurm_test": (
            f"{workers} {slurm} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo flux_test": (
            f"{workers} {flux} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo override feature_demo": (
            f"{workers} {demo} --echo --vars VERIFY_QUEUE=custom_verify_queue",
            [ReturnCodeCond(),
             RegexCond("custom_verify_queue")],
            "local",
        ),
        "run feature_demo": (f"{run} {demo}", ReturnCodeCond()),
        "purge feature_demo": (f"{purge} {demo} -f", ReturnCodeCond()),
        "dry feature_demo": (
            f"{run} {demo} --local --dry --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            [
                StepFileExistsCond("verify", "*/verify_*.sh", "feature_demo",
                                   OUTPUT_DIR),
                ReturnCodeCond(),
            ],
            "local",
        ),
        "local simple_chain": (
            f"{run} {simple} --local --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            ReturnCodeCond(),
            "local",
        ),
        "example failure":
        (f"merlin example failure", RegexCond("not found"), "local"),
        "example simple_chain": (
            f"merlin example simple_chain ; {run} simple_chain.yaml --local --vars OUTPUT_PATH=./{OUTPUT_DIR} ; rm simple_chain.yaml",
            ReturnCodeCond(),
            "local",
        ),
        # "restart local simple_chain": (
        #    f"{restart} --local $(find studies/ -type d -name 'simple_chain_*')",
        #    [ReturnCodeCond(), NoStderrCond()],
        # ),
        "dry launch slurm": (
            f"{run} {slurm} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond("runs", "*/runs.slurm.sh", "slurm_test",
                                 OUTPUT_DIR, "srun "),
            "local",
        ),
        "dry launch flux": (
            f"{run} {flux} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond(
                "runs",
                "*/runs.slurm.sh",
                "flux_test",
                OUTPUT_DIR,
                get_flux_cmd("flux", no_errors=True),
            ),
            "local",
        ),
        "dry launch lsf": (
            f"{run} {lsf} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond("runs", "*/runs.slurm.sh", "lsf_par",
                                 OUTPUT_DIR, "jsrun "),
            "local",
        ),
        "dry launch slurm restart": (
            f"{run} {slurm_restart} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond(
                "runs",
                "*/runs.restart.slurm.sh",
                "slurm_par_restart",
                OUTPUT_DIR,
                "srun ",
            ),
            "local",
        ),
        "dry launch flux restart": (
            f"{run} {flux_restart} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond(
                "runs_rs",
                "*/runs_rs.restart.slurm.sh",
                "flux_par_restart",
                OUTPUT_DIR,
                get_flux_cmd("flux", no_errors=True),
            ),
            "local",
        ),
        "local override feature_demo": (
            f"{run} {demo} --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR} --local",
            [
                ReturnCodeCond(),
                ProvenanceCond(regex=" -n 2 -outfile",
                               name="feature_demo",
                               output_path=OUTPUT_DIR),
                StepFileExistsCond("verify", "MERLIN_FINISHED", "feature_demo",
                                   OUTPUT_DIR),
            ],
            # "local",
        ),
        "local csv feature_demo": (
            f"echo 42.0,47.0 > foo_testing_temp.csv; {run} {demo} --samples foo_testing_temp.csv --vars OUTPUT_PATH=./{OUTPUT_DIR} --local; rm -f foo_testing_temp.csv",
            [RegexCond("1 sample loaded."),
             ReturnCodeCond()],
            # "local",
        ),
        "local tab feature_demo": (
            f"echo '42.0\t47.0\n7.0 5.3' > foo_testing_temp.tab; {run} {demo} --samples foo_testing_temp.tab --vars OUTPUT_PATH=./{OUTPUT_DIR} --local; rm -f foo_testing_temp.tab",
            [RegexCond("2 samples loaded."),
             ReturnCodeCond()],
            # "local",
        ),
        "distributed feature_demo": (
            f"{run} {demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers ; {workers} {demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers",
            [
                ReturnCodeCond(),
                ProvenanceCond(
                    regex="cli_test_demo_workers:",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                ),
                StepFileExistsCond("verify", "MERLIN_FINISHED", "feature_demo",
                                   OUTPUT_DIR),
            ],
        ),
        # "black check merlin": (f"{black} merlin/", ReturnCodeCond(), "local"),
        # "black check tests": (f"{black} tests/", ReturnCodeCond(), "local"),
        "deplic no GNU": (
            f"deplic ./",
            [RegexCond("GNU", negate=True),
             RegexCond("GPL", negate=True)],
            "local",
        ),
    }
コード例 #4
0
def define_tests():
    """
    Returns a dictionary of tests, where the key
    is the test's name, and the value is a tuple
    of (shell command, condition(s) to satisfy).
    """
    celery_regex = r"(srun\s+.*)?celery\s+(-A|--app)\s+merlin\s+worker\s+.*"

    # shortcut string variables
    workers = "merlin run-workers"
    run = "merlin run"
    restart = "merlin restart"
    purge = "merlin purge"
    examples = "merlin/examples/workflows"
    dev_examples = "merlin/examples/dev_workflows"
    demo = f"{examples}/feature_demo/feature_demo.yaml"
    demo_pgen = f"{examples}/feature_demo/scripts/pgen.py"
    simple = f"{examples}/simple_chain/simple_chain.yaml"
    slurm = f"{examples}/slurm/slurm_test.yaml"
    slurm_restart = f"{examples}/slurm/slurm_par_restart.yaml"
    flux = f"{examples}/flux/flux_test.yaml"
    flux_restart = f"{examples}/flux/flux_par_restart.yaml"
    lsf = f"{examples}/lsf/lsf_par.yaml"
    black = "black --check --target-version py36"
    config_dir = "./CLI_TEST_MERLIN_CONFIG"

    return {
        "merlin": ("merlin", ReturnCodeCond(1), "local"),
        "merlin help": ("merlin --help", ReturnCodeCond(), "local"),
        "merlin version": ("merlin --version", ReturnCodeCond(), "local"),
        "merlin config": (
            f"merlin config -o {config_dir}; rm -rf {config_dir}",
            ReturnCodeCond(),
            "local",
        ),
        "local minimum_format": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../{dev_examples}/minimum_format.yaml --local",
            StepFileExistsCond(
                "step1",
                "MERLIN_FINISHED",
                "minimum_format",
                OUTPUT_DIR,
                params=False,
            ),
            "local",
        ),
        "local no_description": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../merlin/examples/dev_workflows/no_description.yaml --local",
            ReturnCodeCond(1),
            "local",
        ),
        "local no_steps": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../merlin/examples/dev_workflows/no_steps.yaml --local",
            ReturnCodeCond(1),
            "local",
        ),
        "local no_study": (
            f"mkdir {OUTPUT_DIR} ; cd {OUTPUT_DIR} ; merlin run ../merlin/examples/dev_workflows/no_study.yaml --local",
            ReturnCodeCond(1),
            "local",
        ),
        "run-workers echo simple_chain": (
            f"{workers} {simple} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo feature_demo": (
            f"{workers} {demo} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo slurm_test": (
            f"{workers} {slurm} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo flux_test": (
            f"{workers} {flux} --echo",
            [ReturnCodeCond(), RegexCond(celery_regex)],
            "local",
        ),
        "run-workers echo override feature_demo": (
            f"{workers} {demo} --echo --vars VERIFY_QUEUE=custom_verify_queue",
            [ReturnCodeCond(),
             RegexCond("custom_verify_queue")],
            "local",
        ),
        "run feature_demo": (f"{run} {demo}", ReturnCodeCond()),
        "purge feature_demo": (f"{purge} {demo} -f", ReturnCodeCond()),
        "dry feature_demo": (
            f"{run} {demo} --local --dry --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            [
                StepFileExistsCond(
                    "verify",
                    "verify_*.sh",
                    "feature_demo",
                    OUTPUT_DIR,
                    params=True,
                ),
                ReturnCodeCond(),
            ],
            "local",
        ),
        "restart local simple_chain": (
            f"{run} {simple} --local --vars OUTPUT_PATH=./{OUTPUT_DIR} ; {restart} $(find ./{OUTPUT_DIR} -type d -name 'simple_chain_*') --local",
            ReturnCodeCond(),
            "local",
        ),
        "local simple_chain": (
            f"{run} {simple} --local --vars OUTPUT_PATH=./{OUTPUT_DIR}",
            ReturnCodeCond(),
            "local",
        ),
        "example failure":
        (f"merlin example failure", RegexCond("not found"), "local"),
        "example simple_chain": (
            f"merlin example simple_chain ; {run} simple_chain.yaml --local --vars OUTPUT_PATH=./{OUTPUT_DIR} ; rm simple_chain.yaml",
            ReturnCodeCond(),
            "local",
        ),
        "dry launch slurm": (
            f"{run} {slurm} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond("runs", "*/runs.slurm.sh", "slurm_test",
                                 OUTPUT_DIR, "srun "),
            "local",
        ),
        "dry launch flux": (
            f"{run} {flux} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond(
                "runs",
                "*/runs.slurm.sh",
                "flux_test",
                OUTPUT_DIR,
                get_flux_cmd("flux", no_errors=True),
            ),
            "local",
        ),
        "dry launch lsf": (
            f"{run} {lsf} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond("runs", "*/runs.slurm.sh", "lsf_par",
                                 OUTPUT_DIR, "jsrun "),
            "local",
        ),
        "dry launch slurm restart": (
            f"{run} {slurm_restart} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond(
                "runs",
                "*/runs.restart.slurm.sh",
                "slurm_par_restart",
                OUTPUT_DIR,
                "srun ",
            ),
            "local",
        ),
        "dry launch flux restart": (
            f"{run} {flux_restart} --dry --local --no-errors --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR}",
            StepFileContainsCond(
                "runs_rs",
                "*/runs_rs.restart.slurm.sh",
                "flux_par_restart",
                OUTPUT_DIR,
                get_flux_cmd("flux", no_errors=True),
            ),
            "local",
        ),
        "local override feature_demo": (
            f"{run} {demo} --vars N_SAMPLES=2 OUTPUT_PATH=./{OUTPUT_DIR} --local",
            [
                ReturnCodeCond(),
                ProvenanceCond(
                    regex="PREDICT: \$\(SCRIPTS\)/predict.py",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="orig",
                ),
                ProvenanceCond(
                    regex="name: \$\(NAME\)",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="partial",
                ),
                ProvenanceCond(
                    regex="studies/feature_demo_",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="partial",
                ),
                ProvenanceCond(
                    regex="name: feature_demo",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                ),
                ProvenanceCond(
                    regex="\$\(NAME\)",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                    negate=True,
                ),
                StepFileExistsCond(
                    "verify",
                    "MERLIN_FINISHED",
                    "feature_demo",
                    OUTPUT_DIR,
                    params=True,
                ),
            ],
            "local",
        ),
        # "local restart expand name": (
        #    f"{run} {demo} --local --vars OUTPUT_PATH=./{OUTPUT_DIR} NAME=test_demo ; {restart} $(find ./{OUTPUT_DIR} -type d -name 'test_demo_*') --local",
        #    [
        #        ReturnCodeCond(),
        #        ProvenanceCond(
        #            regex="name: test_demo",
        #            name="test_demo",
        #            output_path=OUTPUT_DIR,
        #            provenance_type="expanded",
        #        ),
        #        StepFileExistsCond(
        #            "merlin_info", "test_demo.expanded.yaml", "test_demo", OUTPUT_DIR, params=True,
        #        ),
        #    ],
        #    "local",
        # ),
        "local csv feature_demo": (
            f"echo 42.0,47.0 > foo_testing_temp.csv; {run} {demo} --samples foo_testing_temp.csv --vars OUTPUT_PATH=./{OUTPUT_DIR} --local; rm -f foo_testing_temp.csv",
            [RegexCond("1 sample loaded."),
             ReturnCodeCond()],
            "local",
        ),
        "local tab feature_demo": (
            f"echo '42.0\t47.0\n7.0 5.3' > foo_testing_temp.tab; {run} {demo} --samples foo_testing_temp.tab --vars OUTPUT_PATH=./{OUTPUT_DIR} --local; rm -f foo_testing_temp.tab",
            [RegexCond("2 samples loaded."),
             ReturnCodeCond()],
            "local",
        ),
        "local pgen feature_demo": (
            f"{run} {demo} --pgen {demo_pgen} --vars OUTPUT_PATH=./{OUTPUT_DIR} --local",
            [
                ProvenanceCond(
                    regex="\[0.3333333",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                ),
                ProvenanceCond(
                    regex="\[0.5",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                    negate=True,
                ),
                ReturnCodeCond(),
            ],
            "local",
        ),
        # "local provenance spec equality": (
        #     f"{run} {simple} --vars OUTPUT_PATH=./{OUTPUT_DIR} --local ; cp $(find ./{OUTPUT_DIR}/simple_chain_*/merlin_info -type f -name 'simple_chain.expanded.yaml') ./{OUTPUT_DIR}/FILE1 ; rm -rf ./{OUTPUT_DIR}/simple_chain_* ; {run} ./{OUTPUT_DIR}/FILE1 --vars OUTPUT_PATH=./{OUTPUT_DIR} --local ; cmp ./{OUTPUT_DIR}/FILE1 $(find ./{OUTPUT_DIR}/simple_chain_*/merlin_info -type f -name 'simple_chain.expanded.yaml')",
        #     ReturnCodeCond(),
        #     "local",
        # ),
        # "black check merlin": (f"{black} merlin/", ReturnCodeCond(), "local"),
        # "black check tests": (f"{black} tests/", ReturnCodeCond(), "local"),
        "deplic no GNU": (
            f"deplic ./",
            [RegexCond("GNU", negate=True),
             RegexCond("GPL", negate=True)],
            "local",
        ),
        "distributed feature_demo": (
            f"{run} {demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers ; {workers} {demo} --vars OUTPUT_PATH=./{OUTPUT_DIR} WORKER_NAME=cli_test_demo_workers",
            [
                ReturnCodeCond(),
                ProvenanceCond(
                    regex="cli_test_demo_workers:",
                    name="feature_demo",
                    output_path=OUTPUT_DIR,
                    provenance_type="expanded",
                ),
                StepFileExistsCond(
                    "verify",
                    "MERLIN_FINISHED",
                    "feature_demo",
                    OUTPUT_DIR,
                    params=True,
                ),
            ],
        ),
    }