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Module statements missing excluded coverage
Total 13560 726 1340 95%
mlprodict/__init__.py 8 0 4 100%
mlprodict/__main__.py 16 0 11 100%
mlprodict/asv_benchmark/__init__.py 3 0 0 100%
mlprodict/asv_benchmark/_create_asv_helper.py 228 6 14 97%
mlprodict/asv_benchmark/asv_exports.py 185 14 10 92%
mlprodict/asv_benchmark/common_asv_skl.py 298 15 21 95%
mlprodict/asv_benchmark/create_asv.py 278 1 58 99%
mlprodict/asv_benchmark/template/__init__.py 0 0 0 100%
mlprodict/asv_benchmark/template/skl_model_classifier.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_classifier_raw_scores.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_clustering.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_multi_classifier.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_outlier.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_regressor.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_trainable_transform.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_transform.py 12 0 0 100%
mlprodict/asv_benchmark/template/skl_model_transform_positive.py 12 0 0 100%
mlprodict/cli/__init__.py 3 0 0 100%
mlprodict/cli/asv2csv.py 15 5 0 67%
mlprodict/cli/asv_bench.py 48 1 13 98%
mlprodict/cli/convert_validate.py 115 1 7 99%
mlprodict/cli/optimize.py 31 0 4 100%
mlprodict/cli/replay.py 8 0 0 100%
mlprodict/cli/validate.py 152 5 20 97%
mlprodict/grammar_sklearn/__init__.py 2 0 0 100%
mlprodict/grammar_sklearn/cc/__init__.py 1 0 0 100%
mlprodict/grammar_sklearn/cc/c_compilation.py 48 0 40 100%
mlprodict/grammar_sklearn/g_sklearn_identify.py 14 0 7 100%
mlprodict/grammar_sklearn/g_sklearn_linear_model.py 55 1 9 98%
mlprodict/grammar_sklearn/g_sklearn_main.py 5 0 0 100%
mlprodict/grammar_sklearn/g_sklearn_preprocessing.py 20 0 0 100%
mlprodict/grammar_sklearn/g_sklearn_tree.py 45 0 1 100%
mlprodict/grammar_sklearn/g_sklearn_type_helpers.py 3 0 1 100%
mlprodict/grammar_sklearn/grammar/__init__.py 1 0 0 100%
mlprodict/grammar_sklearn/grammar/api_extension.py 30 4 7 87%
mlprodict/grammar_sklearn/grammar/exc.py 2 0 0 100%
mlprodict/grammar_sklearn/grammar/gactions.py 269 16 32 94%
mlprodict/grammar_sklearn/grammar/gactions_num.py 36 0 4 100%
mlprodict/grammar_sklearn/grammar/gactions_tensor.py 45 0 4 100%
mlprodict/grammar_sklearn/grammar/gmlactions.py 23 0 1 100%
mlprodict/grammar_sklearn/grammar/gtypes.py 126 18 20 86%
mlprodict/onnx_conv/__init__.py 5 0 0 100%
mlprodict/onnx_conv/convert.py 150 23 29 85%
mlprodict/onnx_conv/onnx_ops/__init__.py 1 0 0 100%
mlprodict/onnx_conv/onnx_ops/onnx_tokenizer.py 18 0 0 100%
mlprodict/onnx_conv/operator_converters/__init__.py 0 0 0 100%
mlprodict/onnx_conv/operator_converters/conv_lightgbm.py 240 13 35 95%
mlprodict/onnx_conv/operator_converters/conv_transfer_transformer.py 55 2 3 96%
mlprodict/onnx_conv/operator_converters/conv_xgboost.py 170 11 16 94%
mlprodict/onnx_conv/parsers/__init__.py 0 0 0 100%
mlprodict/onnx_conv/parsers/parse_lightgbm.py 57 1 8 98%
mlprodict/onnx_conv/register.py 74 1 43 99%
mlprodict/onnx_conv/register_rewritten_converters.py 18 0 4 100%
mlprodict/onnx_conv/scorers/__init__.py 1 0 0 100%
mlprodict/onnx_conv/scorers/cdist_score.py 31 0 2 100%
mlprodict/onnx_conv/scorers/register.py 48 0 6 100%
mlprodict/onnx_conv/sklconv/__init__.py 0 0 0 100%
mlprodict/onnx_conv/sklconv/svm_converters.py 25 0 2 100%
mlprodict/onnx_conv/sklconv/tree_converters.py 51 0 2 100%
mlprodict/onnx_conv/validate_scenarios.py 13 0 0 100%
mlprodict/onnx_grammar/__init__.py 2 0 0 100%
mlprodict/onnx_grammar/node_visitor_translator.py 169 9 5 95%
mlprodict/onnx_grammar/onnx_translation.py 75 0 12 100%
mlprodict/onnx_grammar/onnx_translator.py 382 10 18 97%
mlprodict/onnxrt/__init__.py 2 0 0 100%
mlprodict/onnxrt/doc/__init__.py 0 0 0 100%
mlprodict/onnxrt/doc/doc_helper.py 153 0 9 100%
mlprodict/onnxrt/doc/doc_write_helper.py 114 0 28 100%
mlprodict/onnxrt/doc/nb_helper.py 18 0 6 100%
mlprodict/onnxrt/model_checker.py 35 0 2 100%
mlprodict/onnxrt/onnx2py_helper.py 166 6 50 96%
mlprodict/onnxrt/onnx_inference.py 507 5 60 99%
mlprodict/onnxrt/onnx_inference_exports.py 269 12 6 96%
mlprodict/onnxrt/onnx_inference_manipulations.py 67 2 5 97%
mlprodict/onnxrt/onnx_inference_node.py 121 8 12 93%
mlprodict/onnxrt/ops.py 14 0 2 100%
mlprodict/onnxrt/ops_cpu/__init__.py 50 7 7 86%
mlprodict/onnxrt/ops_cpu/_new_ops.py 5 0 0 100%
mlprodict/onnxrt/ops_cpu/_op.py 258 6 29 98%
mlprodict/onnxrt/ops_cpu/_op_classifier_string.py 14 0 1 100%
mlprodict/onnxrt/ops_cpu/_op_helper.py 27 0 1 100%
mlprodict/onnxrt/ops_cpu/_op_list.py 108 0 0 100%
mlprodict/onnxrt/ops_cpu/_op_numpy_helper.py 31 3 6 90%
mlprodict/onnxrt/ops_cpu/op_abs.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_add.py 6 0 0 100%
mlprodict/onnxrt/ops_cpu/op_and.py 10 0 0 100%
mlprodict/onnxrt/ops_cpu/op_argmax.py 40 3 1 92%
mlprodict/onnxrt/ops_cpu/op_argmin.py 40 3 1 92%
mlprodict/onnxrt/ops_cpu/op_array_feature_extractor.py 49 0 0 100%
mlprodict/onnxrt/ops_cpu/op_atan.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_batch_normalization.py 20 0 0 100%
mlprodict/onnxrt/ops_cpu/op_binarizer.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_cast.py 35 4 1 89%
mlprodict/onnxrt/ops_cpu/op_cdist.py 30 1 1 97%
mlprodict/onnxrt/ops_cpu/op_ceil.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_celu.py 24 0 0 100%
mlprodict/onnxrt/ops_cpu/op_clip.py 54 5 0 91%
mlprodict/onnxrt/ops_cpu/op_concat.py 23 1 0 96%
mlprodict/onnxrt/ops_cpu/op_constant.py 52 16 4 69%
mlprodict/onnxrt/ops_cpu/op_constant_of_shape.py 18 0 1 100%
mlprodict/onnxrt/ops_cpu/op_conv.py 27 6 0 78%
mlprodict/onnxrt/ops_cpu/op_conv_transpose.py 27 6 0 78%
mlprodict/onnxrt/ops_cpu/op_cum_sum.py 27 4 4 85%
mlprodict/onnxrt/ops_cpu/op_dequantize_linear.py 28 5 2 82%
mlprodict/onnxrt/ops_cpu/op_dict_vectorizer.py 35 0 2 100%
mlprodict/onnxrt/ops_cpu/op_div.py 11 0 0 100%
mlprodict/onnxrt/ops_cpu/op_dropout.py 46 2 1 96%
mlprodict/onnxrt/ops_cpu/op_einsum.py 22 6 0 73%
mlprodict/onnxrt/ops_cpu/op_equal.py 10 0 0 100%
mlprodict/onnxrt/ops_cpu/op_erf.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_exp.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_eyelike.py 16 1 0 94%
mlprodict/onnxrt/ops_cpu/op_feature_vectorizer.py 18 2 0 89%
mlprodict/onnxrt/ops_cpu/op_flatten.py 15 0 0 100%
mlprodict/onnxrt/ops_cpu/op_floor.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_gather.py 21 2 0 90%
mlprodict/onnxrt/ops_cpu/op_gather_elements.py 33 0 2 100%
mlprodict/onnxrt/ops_cpu/op_gemm.py 35 0 0 100%
mlprodict/onnxrt/ops_cpu/op_global_average_pool.py 21 0 0 100%
mlprodict/onnxrt/ops_cpu/op_greater.py 17 0 0 100%
mlprodict/onnxrt/ops_cpu/op_identity.py 11 0 0 100%
mlprodict/onnxrt/ops_cpu/op_if.py 31 8 4 74%
mlprodict/onnxrt/ops_cpu/op_imputer.py 26 3 2 88%
mlprodict/onnxrt/ops_cpu/op_isnan.py 12 0 0 100%
mlprodict/onnxrt/ops_cpu/op_label_encoder.py 50 1 1 98%
mlprodict/onnxrt/ops_cpu/op_less.py 17 0 0 100%
mlprodict/onnxrt/ops_cpu/op_linear_classifier.py 37 5 1 86%
mlprodict/onnxrt/ops_cpu/op_linear_regressor.py 18 0 2 100%
mlprodict/onnxrt/ops_cpu/op_log.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_loop.py 37 29 0 22%
mlprodict/onnxrt/ops_cpu/op_lp_normalization.py 16 3 0 81%
mlprodict/onnxrt/ops_cpu/op_matmul.py 10 0 0 100%
mlprodict/onnxrt/ops_cpu/op_max.py 6 0 0 100%
mlprodict/onnxrt/ops_cpu/op_max_pool.py 60 12 1 80%
mlprodict/onnxrt/ops_cpu/op_mean.py 19 5 0 74%
mlprodict/onnxrt/ops_cpu/op_min.py 6 0 0 100%
mlprodict/onnxrt/ops_cpu/op_mul.py 6 0 0 100%
mlprodict/onnxrt/ops_cpu/op_neg.py 13 0 0 100%
mlprodict/onnxrt/ops_cpu/op_normalizer.py 37 3 1 92%
mlprodict/onnxrt/ops_cpu/op_not.py 12 0 0 100%
mlprodict/onnxrt/ops_cpu/op_one_hot_encoder.py 44 10 3 77%
mlprodict/onnxrt/ops_cpu/op_or.py 10 0 0 100%
mlprodict/onnxrt/ops_cpu/op_pad.py 21 0 1 100%
mlprodict/onnxrt/ops_cpu/op_pow.py 12 0 0 100%
mlprodict/onnxrt/ops_cpu/op_quantize_linear.py 36 7 2 81%
mlprodict/onnxrt/ops_cpu/op_reciprocal.py 15 0 0 100%
mlprodict/onnxrt/ops_cpu/op_reduce_log_sum_exp.py 20 0 0 100%
mlprodict/onnxrt/ops_cpu/op_reduce_max.py 10 0 0 100%
mlprodict/onnxrt/ops_cpu/op_reduce_mean.py 9 0 0 100%
mlprodict/onnxrt/ops_cpu/op_reduce_min.py 10 0 0 100%
mlprodict/onnxrt/ops_cpu/op_reduce_prod.py 9 0 0 100%
mlprodict/onnxrt/ops_cpu/op_reduce_sum.py 35 4 1 89%
mlprodict/onnxrt/ops_cpu/op_reduce_sum_square.py 9 0 0 100%
mlprodict/onnxrt/ops_cpu/op_relu.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_reshape.py 17 0 0 100%
mlprodict/onnxrt/ops_cpu/op_rnn.py 65 10 6 85%
mlprodict/onnxrt/ops_cpu/op_scaler.py 18 0 0 100%
mlprodict/onnxrt/ops_cpu/op_scan.py 73 7 0 90%
mlprodict/onnxrt/ops_cpu/op_shape.py 11 0 0 100%
mlprodict/onnxrt/ops_cpu/op_sigmoid.py 11 0 0 100%
mlprodict/onnxrt/ops_cpu/op_sign.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_sin.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_slice.py 23 1 0 96%
mlprodict/onnxrt/ops_cpu/op_softmax.py 22 0 0 100%
mlprodict/onnxrt/ops_cpu/op_solve.py 23 0 1 100%
mlprodict/onnxrt/ops_cpu/op_split.py 36 0 0 100%
mlprodict/onnxrt/ops_cpu/op_sqrt.py 14 0 0 100%
mlprodict/onnxrt/ops_cpu/op_squeeze.py 22 5 0 77%
mlprodict/onnxrt/ops_cpu/op_string_normalizer.py 58 0 1 100%
mlprodict/onnxrt/ops_cpu/op_sub.py 6 0 0 100%
mlprodict/onnxrt/ops_cpu/op_sum.py 11 0 0 100%
mlprodict/onnxrt/ops_cpu/op_svm_classifier.py 42 0 2 100%
mlprodict/onnxrt/ops_cpu/op_svm_regressor.py 40 1 2 98%
mlprodict/onnxrt/ops_cpu/op_tfidfvectorizer.py 43 5 0 88%
mlprodict/onnxrt/ops_cpu/op_tokenizer.py 102 6 6 94%
mlprodict/onnxrt/ops_cpu/op_topk.py 86 6 5 93%
mlprodict/onnxrt/ops_cpu/op_transpose.py 17 0 0 100%
mlprodict/onnxrt/ops_cpu/op_tree_ensemble_classifier.py 53 6 0 89%
mlprodict/onnxrt/ops_cpu/op_tree_ensemble_regressor.py 53 6 0 89%
mlprodict/onnxrt/ops_cpu/op_unsqueeze.py 21 4 0 81%
mlprodict/onnxrt/ops_cpu/op_where.py 12 0 2 100%
mlprodict/onnxrt/ops_cpu/op_zipmap.py 110 5 5 95%
mlprodict/onnxrt/ops_onnxruntime/__init__.py 5 0 1 100%
mlprodict/onnxrt/ops_onnxruntime/_op.py 121 4 22 97%
mlprodict/onnxrt/ops_whole/__init__.py 1 0 0 100%
mlprodict/onnxrt/ops_whole/session.py 25 0 6 100%
mlprodict/onnxrt/optim/__init__.py 5 0 0 100%
mlprodict/onnxrt/optim/_main_onnx_optim.py 4 0 0 100%
mlprodict/onnxrt/optim/_onnx_optimisation_common.py 133 19 1 86%
mlprodict/onnxrt/optim/graph_schema_helper.py 108 24 11 78%
mlprodict/onnxrt/optim/onnx_helper.py 77 0 11 100%
mlprodict/onnxrt/optim/onnx_optimisation.py 13 0 0 100%
mlprodict/onnxrt/optim/onnx_optimisation_identity.py 68 0 4 100%
mlprodict/onnxrt/optim/onnx_optimisation_redundant.py 97 0 1 100%
mlprodict/onnxrt/optim/sklearn_helper.py 139 16 7 88%
mlprodict/onnxrt/shape_object.py 457 48 22 89%
mlprodict/onnxrt/validate/__init__.py 4 0 0 100%
mlprodict/onnxrt/validate/_validate_problems_helper.py 31 0 4 100%
mlprodict/onnxrt/validate/data/__init__.py 7 0 0 100%
mlprodict/onnxrt/validate/side_by_side.py 90 2 6 98%
mlprodict/onnxrt/validate/validate.py 427 3 72 99%
mlprodict/onnxrt/validate/validate_benchmark.py 88 0 12 100%
mlprodict/onnxrt/validate/validate_benchmark_replay.py 75 1 15 99%
mlprodict/onnxrt/validate/validate_difference.py 59 3 23 95%
mlprodict/onnxrt/validate/validate_helper.py 234 7 19 97%
mlprodict/onnxrt/validate/validate_problems.py 441 2 5 99%
mlprodict/onnxrt/validate/validate_python.py 58 1 10 98%
mlprodict/onnxrt/validate/validate_scenarios.py 32 0 3 100%
mlprodict/onnxrt/validate/validate_summary.py 242 16 18 93%
mlprodict/plotting/__init__.py 0 0 0 100%
mlprodict/plotting/plotting.py 2 0 0 100%
mlprodict/plotting/plotting_benchmark.py 69 0 2 100%
mlprodict/plotting/plotting_validate_graph.py 116 0 15 100%
mlprodict/sklapi/__init__.py 3 0 0 100%
mlprodict/sklapi/onnx_pipeline.py 73 4 1 95%
mlprodict/sklapi/onnx_transformer.py 180 6 8 97%
mlprodict/testing/__init__.py 1 0 0 100%
mlprodict/testing/experimental.py 184 23 2 88%
mlprodict/testing/model_verification.py 97 1 11 99%
mlprodict/testing/script_testing.py 73 7 4 90%
mlprodict/testing/test_utils/__init__.py 14 0 10 100%
mlprodict/testing/test_utils/tests_helper.py 274 6 70 98%
mlprodict/testing/test_utils/utils_backend.py 7 0 1 100%
mlprodict/testing/test_utils/utils_backend_common.py 171 36 59 79%
mlprodict/testing/test_utils/utils_backend_common_compare.py 82 25 71 70%
mlprodict/testing/test_utils/utils_backend_onnxruntime.py 25 1 2 96%
mlprodict/testing/test_utils/utils_backend_python.py 32 1 5 97%
mlprodict/testing/verify_code.py 328 45 4 86%
mlprodict/tools/__init__.py 2 0 0 100%
mlprodict/tools/asv_options_helper.py 49 0 1 100%
mlprodict/tools/cleaning.py 10 0 0 100%
mlprodict/tools/code_helper.py 91 0 25 100%
mlprodict/tools/filename_helper.py 73 0 2 100%
mlprodict/tools/model_info.py 181 0 8 100%

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