tests package

Submodules

tests.test_metrics module

class tests.test_metrics.TestCalculatePercentiles(methodName='runTest')

Bases: TestCase

test_edge_case_single_nonzero_probability()

test_mismatched_lengths()

test_probabilities_not_summing_to_one()

test_valid_inputs()

class tests.test_metrics.TestLensaiMetrics(methodName='runTest')

Bases: TestCase

setUp()

Hook method for setting up the test fixture before exercising it.

test_calculate_brightness()

test_calculate_channel_histogram()

test_calculate_channel_mean()

test_calculate_sharpness_laplacian()

test_calculate_snr()

test_process_batch()

tests.test_sketches module

class tests.test_sketches.TestSketches(methodName='runTest')

Bases: TestCase

setUp()

Setup common test data and instances.

tearDown()

Hook method for deconstructing the test fixture after testing it.

test_compute_thresholds()

Test the computation of thresholds.

test_custom_metric_logging()

Test logging a custom metric like embedding vectors.

test_initialization()

Test that the Sketches class initializes correctly.

test_save_and_load_sketches()

Test saving and loading sketches.

test_update_kll_sketch_pytorch()

Test updating KLL sketch with PyTorch tensor data.

test_update_kll_sketch_tensorflow()

Test updating KLL sketch with TensorFlow tensor data.

test_update_sketches_tensorflow()

Test updating all sketches with TensorFlow tensor data.

Module contents