Python Statistics.from_file_path Exemples

Exemple #1

Fichier : test_quality_check_steps.py Projet : saimidu/sagemaker-python-sdk

def data_quality_supplied_baseline_statistics(sagemaker_session):
    return Statistics.from_file_path(
        statistics_file_path=os.path.join(
            DATA_DIR, "pipeline/quality_check_step/data_quality/statistics.json"
        ),
        sagemaker_session=sagemaker_session,
    ).file_s3_uri

Exemple #2

Fichier : test_monitoring_files.py Projet : wwolfyy/fork-AWS-sagemaker-python-sdk

def test_statistics_object_creation_from_file_path_without_customizations():
    statistics = Statistics.from_file_path(statistics_file_path=os.path.join(
        tests.integ.DATA_DIR, "monitor/statistics.json"))

    assert statistics.file_s3_uri.startswith("s3://")
    assert statistics.file_s3_uri.endswith("statistics.json")

    assert statistics.body_dict["dataset"]["item_count"] == 418

Exemple #3

Fichier : test_monitoring_files.py Projet : w601sxs/sagemaker-python-sdk

def test_statistics_object_creation_from_file_path_with_customizations(
        sagemaker_session, monitoring_files_kms_key):
    statistics = Statistics.from_file_path(
        statistics_file_path=os.path.join(tests.integ.DATA_DIR,
                                          "monitor/statistics.json"),
        kms_key=monitoring_files_kms_key,
        sagemaker_session=sagemaker_session,
    )

    assert statistics.file_s3_uri.startswith("s3://")
    assert statistics.file_s3_uri.endswith("statistics.json")

    assert statistics.body_dict["dataset"]["item_count"] == 418