diff --git a/jobs/gtfs-rt-parser-v2/conftest.py b/jobs/gtfs-rt-parser-v2/conftest.py new file mode 100644 index 0000000000..39a0e2acf5 --- /dev/null +++ b/jobs/gtfs-rt-parser-v2/conftest.py @@ -0,0 +1,7 @@ +def pytest_addoption(parser): + parser.addoption( + "--gcs", + action="store_true", + default=False, + help="Run tests requiring GCS", + ) diff --git a/jobs/gtfs-rt-parser-v2/gtfs_rt_parser.py b/jobs/gtfs-rt-parser-v2/gtfs_rt_parser.py index fc59b0bc74..3c272b5785 100644 --- a/jobs/gtfs-rt-parser-v2/gtfs_rt_parser.py +++ b/jobs/gtfs-rt-parser-v2/gtfs_rt_parser.py @@ -62,6 +62,7 @@ app = typer.Typer(pretty_exceptions_enable=False) +# mypy: disable-error-code="attr-defined" sentry_sdk.utils.MAX_STRING_LENGTH = 2048 # default is 512 which will cut off validator stderr stacktrace; see https://stackoverflow.com/a/58124859 sentry_sdk.init() @@ -412,7 +413,7 @@ def validate_and_upload( with open(results_path) as f: records = json.load(f) except FileNotFoundError as e: - # TODO: does this mean no errors? + # This exception was previously generating the error "[Errno 2] No such file or directory" msg = f"WARNING: no validation output file found in {results_path} for {extract.path}" if verbose: log( @@ -596,142 +597,142 @@ def parse_and_upload( def parse_and_validate( hour: RTHourlyAggregation, jar_path: Path, - tmp_dir: str, verbose: bool = False, pbar=None, ) -> List[RTFileProcessingOutcome]: - with sentry_sdk.push_scope() as scope: - scope.set_tag("config_feed_type", hour.first_extract.config.feed_type) - scope.set_tag("config_name", hour.first_extract.config.name) - scope.set_tag("config_url", hour.first_extract.config.url) - scope.set_context("RT Hourly Aggregation", json.loads(hour.json())) - - fs = get_fs() - dst_path_rt = f"{tmp_dir}/rt_{hour.name_hash}/" - get_with_retry( - fs, - rpath=[ - extract.path - for extract in hour.local_paths_to_extract(dst_path_rt).values() - ], - lpath=list(hour.local_paths_to_extract(dst_path_rt).keys()), - ) + with tempfile.TemporaryDirectory() as tmp_dir: + with sentry_sdk.push_scope() as scope: + scope.set_tag("config_feed_type", hour.first_extract.config.feed_type) + scope.set_tag("config_name", hour.first_extract.config.name) + scope.set_tag("config_url", hour.first_extract.config.url) + scope.set_context("RT Hourly Aggregation", json.loads(hour.json())) + + fs = get_fs() + dst_path_rt = f"{tmp_dir}/rt_{hour.name_hash}/" + get_with_retry( + fs, + rpath=[ + extract.path + for extract in hour.local_paths_to_extract(dst_path_rt).values() + ], + lpath=list(hour.local_paths_to_extract(dst_path_rt).keys()), + ) - if hour.step == RTProcessingStep.validate: - if not hour.extracts[0].config.schedule_url_for_validation: - return [ - RTFileProcessingOutcome( - step=hour.step, - success=False, - extract=extract, - exception=NoScheduleDataSpecified(), + if hour.step == RTProcessingStep.validate: + if not hour.extracts[0].config.schedule_url_for_validation: + return [ + RTFileProcessingOutcome( + step=hour.step, + success=False, + extract=extract, + exception=NoScheduleDataSpecified(), + ) + for extract in hour.extracts + ] + + try: + first_extract = hour.extracts[0] + extract_day = first_extract.dt + for target_date in reversed( + list(extract_day - extract_day.subtract(days=7)) + ): # Fall back to most recent available schedule within 7 days + try: + schedule_extract = get_schedule_extracts_for_day( + target_date + )[first_extract.config.base64_validation_url] + + scope.set_context( + "Schedule Extract", json.loads(schedule_extract.json()) + ) + + gtfs_zip = download_gtfs_schedule_zip( + fs, + schedule_extract=schedule_extract, + dst_dir=tmp_dir, + pbar=pbar, + ) + + break + except (KeyError, FileNotFoundError): + print( + f"no schedule data found for {first_extract.path} and day {target_date}" + ) + else: + raise ScheduleDataNotFound( + f"no recent schedule data found for {first_extract.path}" + ) + + return validate_and_upload( + fs=fs, + jar_path=jar_path, + dst_path_rt=dst_path_rt, + tmp_dir=tmp_dir, + hour=hour, + gtfs_zip=gtfs_zip, + verbose=verbose, + pbar=pbar, ) - for extract in hour.extracts - ] - try: - first_extract = hour.extracts[0] - extract_day = first_extract.dt - for target_date in reversed( - list(extract_day - extract_day.subtract(days=7)) - ): # Fall back to most recent available schedule within 7 days - try: - schedule_extract = get_schedule_extracts_for_day(target_date)[ - first_extract.config.base64_validation_url - ] + # these are the only two types of errors we expect; let any others bubble up + except (ScheduleDataNotFound, subprocess.CalledProcessError) as e: + stderr = None + fingerprint: List[Any] = [ + type(e), + # convert back to url manually, I don't want to mess around with the hourly class + base64.urlsafe_b64decode(hour.base64_url.encode()).decode(), + ] + if isinstance(e, subprocess.CalledProcessError): + fingerprint.append(e.returncode) + stderr = e.stderr.decode("utf-8") + + # get the end of stderr, just enough to fit in MAX_STRING_LENGTH defined above scope.set_context( - "Schedule Extract", json.loads(schedule_extract.json()) + "Process", {"stderr": e.stderr.decode("utf-8")[-2000:]} ) - gtfs_zip = download_gtfs_schedule_zip( - fs, - schedule_extract=schedule_extract, - dst_dir=tmp_dir, + # we could also use a custom exception for this + if "Unexpected end of ZLIB input stream" in stderr: + fingerprint.append("Unexpected end of ZLIB input stream") + + scope.fingerprint = fingerprint + sentry_sdk.capture_exception(e, scope=scope) + + if verbose: + log( + f"{str(e)} thrown for {hour.path}", + fg=typer.colors.RED, pbar=pbar, ) - - break - except (KeyError, FileNotFoundError): - print( - f"no schedule data found for {first_extract.path} and day {target_date}" + if isinstance(e, subprocess.CalledProcessError): + log( + e.stderr.decode("utf-8"), + fg=typer.colors.YELLOW, + pbar=pbar, + ) + + return [ + RTFileProcessingOutcome( + step=hour.step, + success=False, + extract=extract, + exception=e, + process_stderr=stderr, ) - else: - raise ScheduleDataNotFound( - f"no recent schedule data found for {first_extract.path}" - ) + for extract in hour.extracts + ] - return validate_and_upload( + if hour.step == RTProcessingStep.parse: + return parse_and_upload( fs=fs, - jar_path=jar_path, dst_path_rt=dst_path_rt, tmp_dir=tmp_dir, hour=hour, - gtfs_zip=gtfs_zip, verbose=verbose, pbar=pbar, ) - # these are the only two types of errors we expect; let any others bubble up - except (ScheduleDataNotFound, subprocess.CalledProcessError) as e: - stderr = None - - fingerprint: List[Any] = [ - type(e), - # convert back to url manually, I don't want to mess around with the hourly class - base64.urlsafe_b64decode(hour.base64_url.encode()).decode(), - ] - if isinstance(e, subprocess.CalledProcessError): - fingerprint.append(e.returncode) - stderr = e.stderr.decode("utf-8") - - # get the end of stderr, just enough to fit in MAX_STRING_LENGTH defined above - scope.set_context( - "Process", {"stderr": e.stderr.decode("utf-8")[-2000:]} - ) - - # we could also use a custom exception for this - if "Unexpected end of ZLIB input stream" in stderr: - fingerprint.append("Unexpected end of ZLIB input stream") - - scope.fingerprint = fingerprint - sentry_sdk.capture_exception(e, scope=scope) - - if verbose: - log( - f"{str(e)} thrown for {hour.path}", - fg=typer.colors.RED, - pbar=pbar, - ) - if isinstance(e, subprocess.CalledProcessError): - log( - e.stderr.decode("utf-8"), - fg=typer.colors.YELLOW, - pbar=pbar, - ) - - return [ - RTFileProcessingOutcome( - step=hour.step, - success=False, - extract=extract, - exception=e, - process_stderr=stderr, - ) - for extract in hour.extracts - ] - - if hour.step == RTProcessingStep.parse: - return parse_and_upload( - fs=fs, - dst_path_rt=dst_path_rt, - tmp_dir=tmp_dir, - hour=hour, - verbose=verbose, - pbar=pbar, - ) - - raise RuntimeError("we should not be here") + raise RuntimeError("we should not be here") @app.command() @@ -747,7 +748,7 @@ def main( threads: int = 4, jar_path: Path = JAR_DEFAULT, verbose: bool = False, - base64url: str = None, + base64url: Optional[str] = None, ): pendulum_hour = pendulum.instance(hour, tz="Etc/UTC") files: List[GTFSRTFeedExtract] @@ -764,21 +765,13 @@ def main( ) total = len(files) + len(files_missing_metadata) + len(files_invalid_metadata) - percentage_valid = len(files) / total - if percentage_valid < 0.99: + if files and len(files) / total < 0.99: typer.secho(f"missing: {files_missing_metadata}") typer.secho(f"invalid: {files_invalid_metadata}") raise RuntimeError( f"too many files have missing/invalid metadata; {total - len(files)} of {total}" # noqa: E702 ) - if not files: - typer.secho( - f"WARNING: found no files to process for {feed_type} {pendulum_hour.isoformat()}, exiting", - fg=typer.colors.YELLOW, - ) - return - rt_aggs: Dict[Tuple[pendulum.DateTime, str], List[GTFSRTFeedExtract]] = defaultdict( list ) @@ -815,6 +808,7 @@ def main( sorted(aggregations_to_process, key=lambda feed: feed.path) )[:limit] + aggregated_total = sum(len(agg.extracts) for agg in aggregations_to_process) pbar = tqdm(total=len(aggregations_to_process)) if progress else None outcomes: List[RTFileProcessingOutcome] = [ @@ -842,54 +836,53 @@ def main( # gcfs does not seem to play nicely with multiprocessing right now, so use threads :( # https://github.com/fsspec/gcsfs/issues/379 - with tempfile.TemporaryDirectory() as tmp_dir: - with ThreadPoolExecutor(max_workers=threads) as pool: - futures: Dict[Future, RTHourlyAggregation] = { - pool.submit( - parse_and_validate, - hour=hour, - jar_path=jar_path, - tmp_dir=tmp_dir, - verbose=verbose, + with ThreadPoolExecutor(max_workers=threads) as pool: + futures: Dict[Future, RTHourlyAggregation] = { + pool.submit( + parse_and_validate, + hour=hour, + jar_path=jar_path, + verbose=verbose, + pbar=pbar, + ): hour + for hour in aggregations_to_process + } + + for future in concurrent.futures.as_completed(futures): + hour = futures[future] + if pbar: + pbar.update(1) + try: + outcomes.extend(future.result()) + except KeyboardInterrupt: + raise + except Exception as e: + log( + f"WARNING: exception {type(e)} {str(e)} bubbled up to top for {hour.path}\n{traceback.format_exc()}", + err=True, + fg=typer.colors.RED, pbar=pbar, - ): hour - for hour in aggregations_to_process - } - - for future in concurrent.futures.as_completed(futures): - hour = futures[future] - if pbar: - pbar.update(1) - try: - outcomes.extend(future.result()) - except KeyboardInterrupt: - raise - except Exception as e: - log( - f"WARNING: exception {type(e)} {str(e)} bubbled up to top for {hour.path}\n{traceback.format_exc()}", - err=True, - fg=typer.colors.RED, - pbar=pbar, - ) - sentry_sdk.capture_exception(e) - exceptions.append((e, hour.path, traceback.format_exc())) + ) + sentry_sdk.capture_exception(e) + exceptions.append((e, hour.path, traceback.format_exc())) if pbar: del pbar - result = GTFSRTJobResult( - # TODO: these seem weird... - hour=aggregations_to_process[0].hour, - filename=aggregations_to_process[0].filename.removesuffix(".gz"), - step=step, - feed_type=feed_type, - outcomes=outcomes, - ) - save_job_result(get_fs(), result) + if aggregations_to_process: + result = GTFSRTJobResult( + # TODO: these seem weird... + hour=aggregations_to_process[0].hour, + filename=aggregations_to_process[0].filename.removesuffix(".gz"), + step=step, + feed_type=feed_type, + outcomes=outcomes, + ) + save_job_result(get_fs(), result) assert ( - len(outcomes) == total - ), f"we ended up with {len(outcomes)} outcomes from {total}" + len(outcomes) == aggregated_total + ), f"we ended up with {len(outcomes)} outcomes from {aggregated_total}" if exceptions: exc_str = "\n".join(str(tup) for tup in exceptions) diff --git a/jobs/gtfs-rt-parser-v2/poetry.lock b/jobs/gtfs-rt-parser-v2/poetry.lock index 928eff05c3..2d2c695f4d 100644 --- a/jobs/gtfs-rt-parser-v2/poetry.lock +++ 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"sphinx (>=3.5)", "sphinx-lint"] +enabler = ["pytest-enabler (>=2.2)"] +test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = ">=3.8,<3.10" -content-hash = "bd810979e1a2855c45e5f29448450f727eeecc8d996f0dc12b7f8fe1942783a4" +content-hash = "2ff33638394c0014c2e5df03ad30b6e2e57ec5f048c5087b75a2546e0e0bd9fa" diff --git a/jobs/gtfs-rt-parser-v2/pyproject.toml b/jobs/gtfs-rt-parser-v2/pyproject.toml index cf6d3c3c01..aca94cbc89 100644 --- a/jobs/gtfs-rt-parser-v2/pyproject.toml +++ b/jobs/gtfs-rt-parser-v2/pyproject.toml @@ -18,13 +18,14 @@ backoff = "^2.2.1" sentry-sdk = "^1.12.1" calitp-data-infra = "2024.2.12.post1" -[tool.poetry.dev-dependencies] -pytest = "^7.1.2" +[tool.poetry.group.dev.dependencies] +pytest = "^8.3.3" black = "^22.6.0" -mypy = "^0.971" -types-protobuf = "^3.19.22" -types-tqdm = "^4.64.4" 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calitp_data_infra.storage import ( # type: ignore - GTFSDownloadConfig, - GTFSFeedType, - GTFSRTFeedExtract, -) -from pydantic import ValidationError - -# isort doesn't realize this is a local file when run from the top of the project -# the actual fix would be to make gtfs_rt_parser a proper module that is executed with -m -from gtfs_rt_parser import ( # isort:skip - RTFileProcessingOutcome, - RTHourlyAggregation, - RTProcessingStep, -) - - -def test_rt_file_processing_outcome_construction() -> None: - extract = GTFSRTFeedExtract( - filename="feed.proto", - ts=pendulum.now(), - config=GTFSDownloadConfig( - url="https://google.com", - feed_type=GTFSFeedType.vehicle_positions, - ), - response_code=200, - ) - - RTFileProcessingOutcome( - step=RTProcessingStep.parse, - success=True, - extract=extract, - aggregation=RTHourlyAggregation( - filename="vehicle_positions.jsonl.gz", - step=RTProcessingStep.parse, - first_extract=extract, - extracts=[ - extract, - ], - ), - ) - - with pytest.raises(ValidationError): - RTFileProcessingOutcome( - success=True, - extract=extract, - ) diff --git a/jobs/gtfs-rt-parser-v2/tests/test_gtfs_rt_parser.py b/jobs/gtfs-rt-parser-v2/tests/test_gtfs_rt_parser.py new file mode 100644 index 0000000000..467f2f5c34 --- /dev/null +++ b/jobs/gtfs-rt-parser-v2/tests/test_gtfs_rt_parser.py @@ -0,0 +1,235 @@ +import pendulum +import pytest +from calitp_data_infra.storage import ( # type: ignore + GTFSDownloadConfig, + GTFSFeedType, + GTFSRTFeedExtract, +) +from pydantic import ValidationError +from typer.testing import CliRunner + +# isort doesn't realize this is a local file when run from the top of the project +# the actual fix would be to make gtfs_rt_parser a proper module that is executed with -m +from gtfs_rt_parser import ( # isort:skip + RTFileProcessingOutcome, + RTHourlyAggregation, + RTProcessingStep, + app, +) + +runner = CliRunner() + + +def test_rt_file_processing_outcome_construction() -> None: + extract = GTFSRTFeedExtract( + filename="feed.proto", + ts=pendulum.now(), + config=GTFSDownloadConfig( + url="https://google.com", + feed_type=GTFSFeedType.vehicle_positions, + ), + response_code=200, + ) + + RTFileProcessingOutcome( + step=RTProcessingStep.parse, + success=True, + extract=extract, + aggregation=RTHourlyAggregation( + filename="vehicle_positions.jsonl.gz", + step=RTProcessingStep.parse, + first_extract=extract, + extracts=[ + extract, + ], + ), + ) + + with pytest.raises(ValidationError): + RTFileProcessingOutcome( + success=True, + extract=extract, + ) + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_vehicle_positions(): + result = runner.invoke( + app, + ["parse", "vehicle_positions", "1999-10-22T18:00:00"], + catch_exceptions=False, + ) + assert result.exit_code == 0 + assert ( + "test-calitp-gtfs-rt-raw-v2/vehicle_positions/dt=1999-10-22/hour=1999-10-22T18:00:00+00:00" + in result.stdout + ) + assert "1 vehicle_positions files in 1 aggregations" in result.stdout + + assert "writing 1 lines" in result.stdout + assert "test-calitp-gtfs-rt-parsed" in result.stdout + assert "saving 1 outcomes" in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_no_vehicle_positions_for_date(): + base64url = ( + "aHR0cHM6Ly9hcGkuNTExLm9yZy90cmFuc2l0L3ZlaGljbGVwb3NpdGlvbnM_YWdlbmN5PVNJ" + ) + result = runner.invoke( + app, + ["parse", "vehicle_positions", "2022-09-14T18:00:00", "--base64url", base64url], + catch_exceptions=False, + ) + assert result.exit_code == 0 + assert "0 vehicle_positions files in 0 aggregations" in result.stdout + assert f"url filter applied, only processing {base64url}" in result.stdout + assert "outcomes" not in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_no_vehicle_positions_for_url(): + result = runner.invoke( + app, + ["parse", "vehicle_positions", "2024-09-14T18:00:00", "--base64url", "nope"], + catch_exceptions=False, + ) + assert result.exit_code == 0 + assert "found 5158 vehicle_positions files in 136 aggregations" in result.stdout + assert "url filter applied, only processing nope" in result.stdout + assert "outcomes" not in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_no_records_for_url_vehicle_positions_on_date(): + base64url = ( + "aHR0cHM6Ly9hcGkuNTExLm9yZy90cmFuc2l0L3ZlaGljbGVwb3NpdGlvbnM_YWdlbmN5PVNJ" + ) + result = runner.invoke( + app, + ["parse", "vehicle_positions", "2024-09-14T18:00:00", "--base64url", base64url], + catch_exceptions=False, + ) + assert result.exit_code == 0 + assert "found 5158 vehicle_positions files in 136 aggregations" in result.stdout + assert f"url filter applied, only processing {base64url}" in result.stdout + assert "WARNING: no records at all" in result.stdout + assert "saving 38 outcomes" in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_trip_updates(): + base64url = "aHR0cHM6Ly9hcGkuNTExLm9yZy90cmFuc2l0L3RyaXB1cGRhdGVzP2FnZW5jeT1TQQ==" + result = runner.invoke( + app, + ["parse", "trip_updates", "2024-10-22T18:00:00", "--base64url", base64url], + catch_exceptions=False, + ) + assert result.exit_code == 0 + assert ( + "test-calitp-gtfs-rt-raw-v2/trip_updates/dt=2024-10-22/hour=2024-10-22T18:00:00+00:00" + in result.stdout + ) + assert "4489 trip_updates files in 132 aggregations" in result.stdout + + assert f"url filter applied, only processing {base64url}" in result.stdout + assert "writing 180 lines" in result.stdout + assert "test-calitp-gtfs-rt-parsed" in result.stdout + assert "saving 49 outcomes" in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_service_alerts(): + base64url = "aHR0cHM6Ly9hcGkuNTExLm9yZy90cmFuc2l0L3NlcnZpY2VhbGVydHM_YWdlbmN5PUFN" + result = runner.invoke( + app, + ["parse", "service_alerts", "2024-10-22T18:00:00", "--base64url", base64url], + catch_exceptions=False, + ) + assert result.exit_code == 0 + assert ( + "test-calitp-gtfs-rt-raw-v2/service_alerts/dt=2024-10-22/hour=2024-10-22T18:00:00+00:00" + in result.stdout + ) + assert "4569 service_alerts files in 131 aggregations" in result.stdout + + assert f"url filter applied, only processing {base64url}" in result.stdout + assert "writing 24 lines" in result.stdout + assert "test-calitp-gtfs-rt-parsed" in result.stdout + assert "saving 30 outcomes" in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_validation(): + base64url = "aHR0cHM6Ly9hcGkuZ29zd2lmdC5seS9yZWFsLXRpbWUvbWVuZG9jaW5vL2d0ZnMtcnQtdHJpcC11cGRhdGVz" + result = runner.invoke( + app, + ["validate", "trip_updates", "2024-08-28T19:00:00", "--base64url", base64url], + catch_exceptions=False, + ) + assert result.exit_code == 0 + assert ( + "test-calitp-gtfs-rt-raw-v2/trip_updates/dt=2024-08-28/hour=2024-08-28T19:00:00+00:00" + in result.stdout + ) + assert "3269 trip_updates files in 125 aggregations" in result.stdout + assert "Fetching gtfs schedule data" in result.stdout + assert "validating" in result.stdout + assert "executing rt_validator" in result.stdout + assert "writing 50 lines" in result.stdout + assert "saving 30 outcomes" in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_no_recent_schedule_for_vehicle_positions_on_validation(): + base64url = ( + "aHR0cHM6Ly9hcGkuNTExLm9yZy90cmFuc2l0L3ZlaGljbGVwb3NpdGlvbnM_YWdlbmN5PVNJ" + ) + result = runner.invoke( + app, + [ + "validate", + "vehicle_positions", + "2024-09-14T18:00:00", + "--base64url", + base64url, + ], + catch_exceptions=True, + ) + assert result.exit_code == 0 + assert ( + "test-calitp-gtfs-rt-raw-v2/vehicle_positions/dt=2024-09-14/hour=2024-09-14T18:00:00+00:00" + in result.stdout + ) + assert "5158 vehicle_positions files in 136 aggregations" in result.stdout + assert f"url filter applied, only processing {base64url}" in result.stdout + assert "no schedule data found" in result.stdout + assert "test-calitp-gtfs-rt-validation" in result.stdout + assert "saving 38 outcomes" in result.stdout + + +@pytest.mark.skipif("not config.getoption('--gcs')", reason="requires GCS credentials") +def test_no_output_file_for_vehicle_positions_on_validation(): + result = runner.invoke( + app, + [ + "validate", + "vehicle_positions", + "2024-10-17T00:00:00", + "--limit", + 3, + "--verbose", + ], + catch_exceptions=True, + ) + print(result.stdout) + assert result.exit_code == 0 + assert ( + "test-calitp-gtfs-rt-raw-v2/vehicle_positions/dt=2024-10-17/hour=2024-10-17T00:00:00+00:00" + in result.stdout + ) + assert "5487 vehicle_positions files in 139 aggregations" in result.stdout + assert "limit of 3 feeds was set" in result.stdout + # "WARNING: no validation output file found" was previously generating the error "[Errno 2] No such file or directory" + assert "WARNING: no validation output file found" in result.stdout + assert "saving 122 outcomes" in result.stdout