def test_report_metric_with_run_tagging_calls_measurementmap_record(
mock_tagmap, mock_statsmodule, mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
# act
reporting.report_metric_with_run_tagging("FOO", 1)
# assert
assert mock_statsmodule.new_measurement_map().record.call_count == 1
def test_get_run_id_returns_unique_id_when_context_offline(
mock_exporter, mock_constants, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
mock_constants.OFFLINE_RUN_PREFIX = "OfflineRun"
# act
response = reporting.get_run_id(mock_run)
# assert
assert response != "OfflineRun"
def test_report_table_calls_aml_logging_with_parameters(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
table = {}
# act
reporting.report_table(name, table)
# assert
reporting.run.log_table.assert_called_once_with(name, table)
def test_report_image_calls_aml_logging_with_parameters(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
path = "./"
# act
reporting.report_image(name, path=path)
# assert
reporting.run.log_image.assert_called_once_with(name, path=path, plot=None)
def test_report_metric_calls_aml_logging_with_parameters(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
metric = 1
# act
reporting.report_metric(name, metric)
# assert
reporting.run.log.assert_called_once_with(name, metric)
def test_set_view_calls_register_view(mock_stats, mock_measuremodule,
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
metric = "FOO"
description = "BAR"
# act
reporting.set_view(metric, description, mock_measuremodule.MeasureFloat())
# assert
assert mock_stats.stats.view_manager.register_view.call_count == 1
def test_report_metric_with_run_tagging_doesnt_call_aml_parent_tagging_if_run_is_offline(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
metric = 1
# act
reporting.report_metric_with_run_tagging(name, metric)
# assert
assert reporting.run.parent.tag.call_count == 0
def test_report_row_calls_aml_logging_with_parameters(mock_exporter, mock_run,
mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
x_axis = []
y_axis = []
# act
reporting.report_row(name, x=x_axis, y=y_axis)
# assert
reporting.run.log_row.assert_called_once_with(name, x=x_axis, y=y_axis)
def test_reporting_initialization(mock_stats, mock_exporter, mock_run,
mock_env):
# act
reporting = Condensed_Binocular()
# assert
assert mock_env.call_count == 1
assert mock_run.get_context.call_count == 1
assert reporting.run_id is not None
assert mock_exporter.new_metrics_exporter.call_count == 1
assert reporting.exporter.add_telemetry_processor.call_count == 1
mock_stats.stats.view_manager.register_exporter.assert_called_once_with(
reporting.exporter)
def test_report_metric_with_run_tagging_calls_aml_parent_tagging_with_parameters_if_run_is_online(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
reporting.offline_run = None
name = "FOO"
metric = 1
# act
reporting.report_metric_with_run_tagging(name, metric)
# assert
reporting.run.parent.tag.assert_called_once_with(name, metric)
def test_report_table_doesnt_call_aml_parent_logging_if_run_is_offline(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
table = {}
report_parent_true = bool(True)
# act
reporting.report_table(name, table, report_to_parent=report_parent_true)
# assert
assert reporting.run.parent.report_table.call_count == 0
def test_report_metric_doesnt_call_aml_parent_logging_if_run_is_offline(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
metric = 1
report_parent_true = bool(True)
# act
reporting.report_metric(name, metric, report_to_parent=report_parent_true)
# assert
assert reporting.run.parent.log.call_count == 0
def test_report_metric_with_run_tagging_calls_set_view_with_parameters(
mock_view, mock_measuremodule, mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
metric = 1
description = "BAR"
# act
reporting.report_metric_with_run_tagging(name, metric, description)
# assert
mock_view.assert_called_once_with(
name, description, mock_measuremodule.MeasureFloat(name, description))
def test_report_table_doesnt_call_aml_parent_logging_if_parent_is_false_and_run_is_online(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
reporting.offline_run = None
name = "FOO"
table = {}
report_parent_false = bool(False)
# act
reporting.report_table(name, table, report_to_parent=report_parent_false)
# assert
assert reporting.run.parent.log_table.call_count == 0
def test_report_table_calls_aml_parent_logging_with_parameters_if_parent_is_true_and_run_is_online(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
reporting.offline_run = None
name = "FOO"
table = {}
report_parent_true = bool(True)
# act
reporting.report_table(name, table, report_to_parent=report_parent_true)
# assert
reporting.run.parent.log_table.assert_called_once_with(name, table)
def test_report_list_calls_aml_parent_logging_with_parameters_if_parent_is_true_and_run_is_online(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
reporting.offline_run = None
name = "FOO"
metric_list = [1, 2, 3]
report_parent_true = bool(True)
# act
reporting.report_list(name,
metric_list,
report_to_parent=report_parent_true)
# assert
reporting.run.parent.log_list.assert_called_once_with(name, metric_list)
def test_report_list_doesnt_call_aml_parent_logging_if_parent_is_false_and_run_is_online(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
reporting.offline_run = None
name = "FOO"
metric_list = [1, 2, 3]
report_parent_false = bool(False)
# act
reporting.report_list(name,
metric_list,
report_to_parent=report_parent_false)
# assert
assert reporting.run.parent.log_list.call_count == 0
def test_report_row_doesnt_call_aml_parent_logging_if_run_is_offline(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
name = "FOO"
x_axis = []
y_axis = []
report_parent_true = bool(True)
# act
reporting.report_row(name,
report_to_parent=report_parent_true,
x=x_axis,
y=y_axis)
# assert
assert reporting.run.parent.report_row.call_count == 0
def test_report_row_doesnt_call_aml_parent_logging_if_parent_is_false_and_run_is_online(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
reporting.offline_run = None
name = "FOO"
x_axis = []
y_axis = []
report_parent_false = bool(False)
# act
reporting.report_row(name,
report_to_parent=report_parent_false,
x=x_axis,
y=y_axis)
# assert
assert reporting.run.parent.log_row.call_count == 0
def test_report_row_calls_aml_parent_logging_with_parameters_if_parent_is_true_and_run_is_online(
mock_exporter, mock_run, mock_env):
# arrange
reporting = Condensed_Binocular()
reporting.offline_run = None
name = "FOO"
x_axis = []
y_axis = []
report_parent_true = bool(True)
# act
reporting.report_row(name,
report_to_parent=report_parent_true,
x=x_axis,
y=y_axis)
# assert
reporting.run.parent.log_row.assert_called_once_with(name,
description="",
x=x_axis,
y=y_axis)