c93feefef7496e761869af788358e9145d6b1794,tests/integ/test_experiments_analytics.py,,test_experiment_analytics_search_by_nested_filter_sort_ascending,#Any#,101

Before Change


        )
        sm.associate_trial_component(TrialComponentName=trial_component_name, TrialName=trial_name)

    time.sleep(15)  // wait for search to get updated  TODO [owen-t]: Replace with retry

    search_exp = {
        "Filters": [

After Change




def test_experiment_analytics_search_by_nested_filter_sort_ascending(sagemaker_session):
    with experiment(sagemaker_session) as experiment_name:
        search_exp = {
            "Filters": [
                {"Name": "Parents.ExperimentName", "Operator": "Equals", "Value": experiment_name},
                {"Name": "Parameters.hp1", "Operator": "GreaterThanOrEqualTo", "Value": "10"},
            ]
        }

        analytics = ExperimentAnalytics(
            sagemaker_session=sagemaker_session,
            search_expression=search_exp,
            sort_by="Parameters.hp1",
            sort_order="Ascending",
        )

        assert list(analytics.dataframe().columns) == ["TrialComponentName", "DisplayName", "hp1"]
        assert (
            len(analytics.dataframe()) > 5
        )  // TODO [owen-t] Replace with == 10 and put test in retry block
        assert list(analytics.dataframe()["hp1"].values) == sorted(
            analytics.dataframe()["hp1"].values
        )


def test_experiment_analytics_search_by_nested_filter_sort_descending(sagemaker_session):
    with experiment(sagemaker_session) as experiment_name:
        search_exp = {
            "Filters": [
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 5

Non-data size: 4

Instances


Project Name: aws/sagemaker-python-sdk
Commit Name: c93feefef7496e761869af788358e9145d6b1794
Time: 2020-01-20
Author: 6631887+laurenyu@users.noreply.github.com
File Name: tests/integ/test_experiments_analytics.py
Class Name:
Method Name: test_experiment_analytics_search_by_nested_filter_sort_ascending


Project Name: aws/sagemaker-python-sdk
Commit Name: c93feefef7496e761869af788358e9145d6b1794
Time: 2020-01-20
Author: 6631887+laurenyu@users.noreply.github.com
File Name: tests/integ/test_experiments_analytics.py
Class Name:
Method Name: test_experiment_analytics


Project Name: aws/sagemaker-python-sdk
Commit Name: c93feefef7496e761869af788358e9145d6b1794
Time: 2020-01-20
Author: 6631887+laurenyu@users.noreply.github.com
File Name: tests/integ/test_experiments_analytics.py
Class Name:
Method Name: test_experiment_analytics_search_by_nested_filter_sort_descending


Project Name: aws/sagemaker-python-sdk
Commit Name: c93feefef7496e761869af788358e9145d6b1794
Time: 2020-01-20
Author: 6631887+laurenyu@users.noreply.github.com
File Name: tests/integ/test_experiments_analytics.py
Class Name:
Method Name: test_experiment_analytics_pagination


Project Name: aws/sagemaker-python-sdk
Commit Name: c93feefef7496e761869af788358e9145d6b1794
Time: 2020-01-20
Author: 6631887+laurenyu@users.noreply.github.com
File Name: tests/integ/test_experiments_analytics.py
Class Name:
Method Name: test_experiment_analytics_search_by_nested_filter