Ejemplo n.º 1
0
def get_run_artifact_path(region: Region,
                          artifact: RunArtifact,
                          output_dir=None) -> str:
    """
    Get an artifact path for a given locale and artifact type.

    Parameters
    ----------
    fips: str
        State or county fips code. Can also be a 2 character state abbreviation.
        If arbitrary string (e.g. for tests) then passed through
    artifact: RunArtifact
        The artifact type to retrieve the pointer for.
    output_dir: str or NoneType
        Output directory to obtain the path for.

    Returns
    -------
    path: str
        Location of the artifact.
    """

    output_dir = output_dir or OUTPUT_DIR

    if region.level is AggregationLevel.COUNTY:
        state_name = region.get_state_region().state_obj().name
        county = combined_datasets.get_county_name(region)
        readable_name = f"{state_name}__{county}__{region.fips}"
        folder = REPORTS_FOLDER(output_dir, state_name)
    elif region.level is AggregationLevel.STATE:
        state_name = region.state_obj().name
        readable_name = f"{state_name}__{region.fips}"
        folder = os.path.join(STATE_SUMMARY_FOLDER(output_dir), "reports")
    elif region.level is AggregationLevel.CBSA:
        readable_name = f"CBSA__{region.fips}"
        folder = os.path.join(STATE_SUMMARY_FOLDER(output_dir), "reports")
    elif region.level is AggregationLevel.PLACE:
        state_name = region.get_state_region().state_obj().name
        readable_name = f"{state_name}__{region.fips}"
        folder = os.path.join(STATE_SUMMARY_FOLDER(output_dir), "reports")
    elif region.level is AggregationLevel.COUNTRY:
        readable_name = region.country
        folder = os.path.join(output_dir, "pyseir", "reports")
    else:
        raise AssertionError(f"Unsupported aggregation level {region.level}")

    artifact = RunArtifact(artifact)

    if artifact is RunArtifact.RT_INFERENCE_REPORT:
        path = os.path.join(folder, f"Rt_results__{readable_name}.pdf")

    elif artifact is RunArtifact.RT_SMOOTHING_REPORT:
        path = os.path.join(folder, f"Rt_smoothing__{readable_name}.pdf")
    else:
        raise ValueError(f"No paths available for artifact {RunArtifact}")

    os.makedirs(os.path.dirname(path), exist_ok=True)
    return path
Ejemplo n.º 2
0
def test_get_county_name():
    assert combined_datasets.get_county_name(Region.from_fips("06059")) == "Orange County"
    assert combined_datasets.get_county_name(Region.from_fips("48201")) == "Harris County"
Ejemplo n.º 3
0
def get_run_artifact_path(region: Region, artifact, output_dir=None) -> str:
    """
    Get an artifact path for a given locale and artifact type.

    Parameters
    ----------
    fips: str
        State or county fips code. Can also be a 2 character state abbreviation.
        If arbitrary string (e.g. for tests) then passed through
    artifact: RunArtifact
        The artifact type to retrieve the pointer for.
    output_dir: str or NoneType
        Output directory to obtain the path for.

    Returns
    -------
    path: str
        Location of the artifact.
    """

    if region.is_county():
        agg_level = AggregationLevel.COUNTY
        state_obj = region.get_state_region().state_obj()
        county = combined_datasets.get_county_name(region)
    elif region.is_state():
        agg_level = AggregationLevel.STATE
        state_obj = region.state_obj()
        county = None
    else:
        raise AssertionError(f"No state_obj for {region}")
    fips = region.fips

    artifact = RunArtifact(artifact)

    output_dir = output_dir or OUTPUT_DIR

    if artifact is RunArtifact.RT_INFERENCE_REPORT:
        if agg_level is AggregationLevel.COUNTY:
            path = os.path.join(
                REPORTS_FOLDER(output_dir, state_obj.name),
                f"Rt_results__{state_obj.name}__{county}__{fips}.pdf",
            )
        else:
            path = os.path.join(
                STATE_SUMMARY_FOLDER(output_dir),
                "reports",
                f"Rt_results__{state_obj.name}__{fips}.pdf",
            )

    elif artifact is RunArtifact.RT_SMOOTHING_REPORT:
        if agg_level is AggregationLevel.COUNTY:
            path = os.path.join(
                REPORTS_FOLDER(output_dir, state_obj.name),
                f"Rt_smoothing__{state_obj.name}__{county}__{fips}.pdf",
            )
        elif agg_level is AggregationLevel.STATE:
            path = os.path.join(
                STATE_SUMMARY_FOLDER(output_dir),
                "reports",
                f"Rt_smoothing__{state_obj.name}__{fips}.pdf",
            )
        else:  # For tests
            path = os.path.join(
                STATE_SUMMARY_FOLDER(output_dir),
                "reports",
                f"Rt_smoothing__{state_obj.name}__{fips}.pdf",
            )

    elif artifact is RunArtifact.MLE_FIT_REPORT:
        if agg_level is AggregationLevel.COUNTY:
            path = os.path.join(
                REPORTS_FOLDER(output_dir, state_obj.name),
                f"mle_fit_results__{state_obj.name}__{county}__{fips}.pdf",
            )
        else:
            path = os.path.join(
                STATE_SUMMARY_FOLDER(output_dir),
                "reports",
                f"mle_fit_results__{state_obj.name}__{fips}.pdf",
            )

    elif artifact is RunArtifact.WEB_UI_RESULT:
        path = os.path.join(WEB_UI_FOLDER(output_dir),
                            f"{fips}.__INTERVENTION_IDX__.json")

    elif artifact is RunArtifact.BACKTEST_RESULT:
        if agg_level is AggregationLevel.COUNTY:
            path = os.path.join(
                REPORTS_FOLDER(output_dir, state_obj.name),
                f"backtest_results__{state_obj.name}__{county}__{fips}.pdf",
            )
        else:
            path = os.path.join(
                STATE_SUMMARY_FOLDER(output_dir),
                "reports",
                f"backtest_results__{state_obj.name}__{fips}.pdf",
            )

    else:
        raise ValueError(f"No paths available for artifact {RunArtifact}")

    os.makedirs(os.path.dirname(path), exist_ok=True)
    return path