├── .github └── ISSUE_TEMPLATE │ ├── ---bug-report.md │ ├── ---feature-request.md │ ├── -question.md │ └── missing-layer-type.md ├── .gitignore ├── .gitlab-ci.yml ├── .pylintrc ├── .style.yapf ├── BUILDING.md ├── CMakeLists.txt ├── CONTRIBUTING.md ├── Info.plist ├── LICENSE.txt ├── MANIFEST.in ├── Makefile ├── NOTICE.txt ├── README.md ├── cmake └── coreml-utils.cmake ├── coremlpython ├── CoreMLPython.h ├── CoreMLPython.mm ├── CoreMLPythonArray.h ├── CoreMLPythonArray.mm ├── CoreMLPythonUtils.h ├── CoreMLPythonUtils.mm └── exported_symbols_osx.ver ├── coremltools ├── __init__.py ├── _deps │ ├── .gitignore │ └── __init__.py ├── converters │ ├── __init__.py │ ├── _converters_entry.py │ ├── _profile_utils.py │ ├── libsvm │ │ ├── __init__.py │ │ ├── _libsvm_converter.py │ │ └── _libsvm_util.py │ ├── mil │ │ ├── Makefile │ │ ├── __init__.py │ │ ├── _deployment_compatibility.py │ │ ├── backend │ │ │ ├── __init__.py │ │ │ ├── backend_helper.py │ │ │ ├── mil │ │ │ │ ├── __init__.py │ │ │ │ ├── helper.py │ │ │ │ ├── load.py │ │ │ │ ├── passes │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── adjust_io_to_supported_types.py │ │ │ │ │ ├── fuse_activation_silu.py │ │ │ │ │ ├── fuse_pow2_sqrt.py │ │ │ │ │ ├── insert_image_preprocessing_op.py │ │ │ │ │ ├── sanitize_name_strings.py │ │ │ │ │ └── test_passes.py │ │ │ │ ├── test_helper.py │ │ │ │ └── test_load.py │ │ │ └── nn │ │ │ │ ├── __init__.py │ │ │ │ ├── load.py │ │ │ │ ├── mil_to_nn_mapping_registry.py │ │ │ │ ├── op_mapping.py │ │ │ │ └── passes │ │ │ │ ├── __init__.py │ │ │ │ ├── alert_return_type_cast.py │ │ │ │ ├── commingle_loop_vars.py │ │ │ │ ├── conv1d_decomposition.py │ │ │ │ ├── handle_return_inputs_as_outputs.py │ │ │ │ ├── handle_return_unused_inputs.py │ │ │ │ ├── handle_unused_inputs.py │ │ │ │ ├── mlmodel_passes.py │ │ │ │ ├── test_mlmodel_passes.py │ │ │ │ └── test_passes.py │ │ ├── conftest.py │ │ ├── converter.py │ │ ├── debugging_utils.py │ │ ├── experimental │ │ │ ├── __init__.py │ │ │ └── passes │ │ │ │ ├── __init__.py │ │ │ │ ├── generic_conv_batchnorm_fusion.py │ │ │ │ ├── generic_conv_bias_fusion.py │ │ │ │ ├── generic_conv_scale_fusion.py │ │ │ │ ├── generic_layernorm_instancenorm_pattern_fusion.py │ │ │ │ ├── generic_linear_bias_fusion.py │ │ │ │ ├── generic_pass_infrastructure.py │ │ │ │ └── readme.md │ │ ├── frontend │ │ │ ├── __init__.py │ │ │ ├── _utils.py │ │ │ ├── milproto │ │ │ │ ├── __init__.py │ │ │ │ ├── helper.py │ │ │ │ ├── load.py │ │ │ │ └── test_load.py │ │ │ ├── tensorflow │ │ │ │ ├── __init__.py │ │ │ │ ├── basic_graph_ops.py │ │ │ │ ├── convert_utils.py │ │ │ │ ├── converter.py │ │ │ │ ├── dialect_ops.py │ │ │ │ ├── dot_visitor.py │ │ │ │ ├── load.py │ │ │ │ ├── naming_utils.py │ │ │ │ ├── ops.py │ │ │ │ ├── parse.py │ │ │ │ ├── parsed_tf_node.py │ │ │ │ ├── ssa_passes │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── backfill_make_list_elem_type.py │ │ │ │ │ ├── expand_tf_lstm.py │ │ │ │ │ ├── test_passes.py │ │ │ │ │ └── tf_lstm_to_core_lstm.py │ │ │ │ ├── test │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_composite_ops.py │ │ │ │ │ ├── test_custom_ops.py │ │ │ │ │ ├── test_graphs.py │ │ │ │ │ ├── test_load.py │ │ │ │ │ ├── test_ops.py │ │ │ │ │ ├── test_parse.py │ │ │ │ │ ├── test_parsed_tf_node.py │ │ │ │ │ ├── test_tf_conversion_api.py │ │ │ │ │ └── testing_utils.py │ │ │ │ ├── tf_graph_pass │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── cond_to_where.py │ │ │ │ │ ├── constant_propagation.py │ │ │ │ │ ├── delete_asserts.py │ │ │ │ │ ├── delete_constant.py │ │ │ │ │ ├── delete_disconnected_nodes.py │ │ │ │ │ ├── functionalize_loops.py │ │ │ │ │ ├── fuse_dilation_conv.py │ │ │ │ │ ├── insert_get_tuple.py │ │ │ │ │ ├── quantization_pass.py │ │ │ │ │ ├── tensor_array_transform.py │ │ │ │ │ ├── variable_node_transform.py │ │ │ │ │ └── visitors.py │ │ │ │ ├── tf_op_registry.py │ │ │ │ └── tfssa.py │ │ │ ├── tensorflow2 │ │ │ │ ├── __init__.py │ │ │ │ ├── converter.py │ │ │ │ ├── load.py │ │ │ │ ├── ops.py │ │ │ │ ├── ssa_passes │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── remove_vacuous_cond.py │ │ │ │ │ └── test_v2_passes.py │ │ │ │ ├── test │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_tf2_conversion_api.py │ │ │ │ │ ├── test_v2_load.py │ │ │ │ │ ├── test_v2_ops.py │ │ │ │ │ ├── test_v2_ops_tf_keras.py │ │ │ │ │ └── testing_utils.py │ │ │ │ └── tf_graph_pass │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── rewrite_control_flow_functions.py │ │ │ └── torch │ │ │ │ ├── __init__.py │ │ │ │ ├── converter.py │ │ │ │ ├── dialect_ops.py │ │ │ │ ├── dim_order_ops.py │ │ │ │ ├── exir_utils.py │ │ │ │ ├── internal_graph.py │ │ │ │ ├── load.py │ │ │ │ ├── ops.py │ │ │ │ ├── quantization_ops.py │ │ │ │ ├── ssa_passes │ │ │ │ ├── __init__.py │ │ │ │ ├── torch_tensor_assign_to_core.py │ │ │ │ └── torch_upsample_to_core_upsample.py │ │ │ │ ├── test │ │ │ │ ├── __init__.py │ │ │ │ ├── test_custom_ops.py │ │ │ │ ├── test_examples.py │ │ │ │ ├── test_internal_graph.py │ │ │ │ ├── test_passes.py │ │ │ │ ├── test_torch_conversion_api.py │ │ │ │ ├── test_torch_export_conversion_api.py │ │ │ │ ├── test_torch_export_quantization.py │ │ │ │ ├── test_torch_ops.py │ │ │ │ ├── test_torch_quantization_ops.py │ │ │ │ ├── test_torch_stateful_model.py │ │ │ │ └── testing_utils.py │ │ │ │ ├── torch_op_registry.py │ │ │ │ ├── torchir_passes.py │ │ │ │ ├── torchscript_utils.py │ │ │ │ └── utils.py │ │ ├── input_types.py │ │ ├── mil │ │ │ ├── __init__.py │ │ │ ├── block.py │ │ │ ├── builder.py │ │ │ ├── input_type.py │ │ │ ├── operation.py │ │ │ ├── ops │ │ │ │ ├── __init__.py │ │ │ │ ├── defs │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── _op_reqs.py │ │ │ │ │ ├── _utils.py │ │ │ │ │ ├── complex_dialect_ops.py │ │ │ │ │ ├── coreml_dialect │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ └── ops.py │ │ │ │ │ ├── iOS15 │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── activation.py │ │ │ │ │ │ ├── classify.py │ │ │ │ │ │ ├── control_flow.py │ │ │ │ │ │ ├── conv.py │ │ │ │ │ │ ├── elementwise_binary.py │ │ │ │ │ │ ├── elementwise_unary.py │ │ │ │ │ │ ├── image_resizing.py │ │ │ │ │ │ ├── linear.py │ │ │ │ │ │ ├── normalization.py │ │ │ │ │ │ ├── pool.py │ │ │ │ │ │ ├── random.py │ │ │ │ │ │ ├── recurrent.py │ │ │ │ │ │ ├── reduction.py │ │ │ │ │ │ ├── scatter_gather.py │ │ │ │ │ │ ├── tensor_operation.py │ │ │ │ │ │ └── tensor_transformation.py │ │ │ │ │ ├── iOS16 │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── constexpr_ops.py │ │ │ │ │ │ ├── image_resizing.py │ │ │ │ │ │ ├── scatter_gather.py │ │ │ │ │ │ ├── tensor_operation.py │ │ │ │ │ │ └── tensor_transformation.py │ │ │ │ │ ├── iOS17 │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── activation.py │ │ │ │ │ │ ├── conv.py │ │ │ │ │ │ ├── elementwise_unary.py │ │ │ │ │ │ ├── image_resizing.py │ │ │ │ │ │ ├── linear.py │ │ │ │ │ │ ├── normalization.py │ │ │ │ │ │ ├── quantization_ops.py │ │ │ │ │ │ ├── recurrent.py │ │ │ │ │ │ ├── reduction.py │ │ │ │ │ │ ├── scatter_gather.py │ │ │ │ │ │ ├── tensor_operation.py │ │ │ │ │ │ └── tensor_transformation.py │ │ │ │ │ └── iOS18 │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── compression.py │ │ │ │ │ │ ├── recurrent.py │ │ │ │ │ │ ├── states.py │ │ │ │ │ │ ├── tensor_transformation.py │ │ │ │ │ │ └── transformers.py │ │ │ │ ├── helper.py │ │ │ │ ├── registry.py │ │ │ │ └── tests │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── coreml_dialect │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── test_coreml_dialect.py │ │ │ │ │ ├── iOS14 │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_activation.py │ │ │ │ │ ├── test_control_flow.py │ │ │ │ │ ├── test_conv.py │ │ │ │ │ ├── test_elementwise_binary.py │ │ │ │ │ ├── test_elementwise_unary.py │ │ │ │ │ ├── test_image_resizing.py │ │ │ │ │ ├── test_linear.py │ │ │ │ │ ├── test_normalization.py │ │ │ │ │ ├── test_pool.py │ │ │ │ │ ├── test_random.py │ │ │ │ │ ├── test_recurrent.py │ │ │ │ │ ├── test_reduction.py │ │ │ │ │ ├── test_scatter_gather.py │ │ │ │ │ ├── test_tensor_operation.py │ │ │ │ │ └── test_tensor_transformation.py │ │ │ │ │ ├── iOS15 │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_elementwise_unary.py │ │ │ │ │ ├── test_image_resizing.py │ │ │ │ │ └── test_tensor_transformation.py │ │ │ │ │ ├── iOS16 │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_constexpr_ops.py │ │ │ │ │ ├── test_conv.py │ │ │ │ │ ├── test_image_resizing.py │ │ │ │ │ ├── test_scatter_gather.py │ │ │ │ │ ├── test_tensor_operation.py │ │ │ │ │ └── test_tensor_transformation.py │ │ │ │ │ ├── iOS17 │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_activation.py │ │ │ │ │ ├── test_conv.py │ │ │ │ │ ├── test_elementwise_unary.py │ │ │ │ │ ├── test_image_resizing.py │ │ │ │ │ ├── test_linear.py │ │ │ │ │ ├── test_normalization.py │ │ │ │ │ ├── test_quantization.py │ │ │ │ │ ├── test_recurrent.py │ │ │ │ │ ├── test_reduction.py │ │ │ │ │ ├── test_scatter_gather.py │ │ │ │ │ ├── test_tensor_operation.py │ │ │ │ │ └── test_tensor_transformation.py │ │ │ │ │ ├── iOS18 │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_compression.py │ │ │ │ │ ├── test_recurrent.py │ │ │ │ │ ├── test_states.py │ │ │ │ │ ├── test_tensor_transformation.py │ │ │ │ │ └── test_transformers.py │ │ │ │ │ ├── test_utils.py │ │ │ │ │ └── testing_utils.py │ │ │ ├── passes │ │ │ │ ├── __init__.py │ │ │ │ ├── defs │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── cleanup │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── const_deduplication.py │ │ │ │ │ │ ├── const_elimination.py │ │ │ │ │ │ ├── dead_code_elimination.py │ │ │ │ │ │ ├── dedup_op_and_var_names.py │ │ │ │ │ │ ├── expand_dynamic_linear.py │ │ │ │ │ │ ├── fuse_reduce_mean.py │ │ │ │ │ │ ├── loop_invariant_elimination.py │ │ │ │ │ │ ├── noop_elimination.py │ │ │ │ │ │ ├── remove_redundant_ops.py │ │ │ │ │ │ ├── remove_symbolic_reshape.py │ │ │ │ │ │ └── topological_reorder.py │ │ │ │ │ ├── lower_complex_dialect_ops.py │ │ │ │ │ ├── optimize_activation.py │ │ │ │ │ ├── optimize_activation_quantization.py │ │ │ │ │ ├── optimize_conv.py │ │ │ │ │ ├── optimize_elementwise_binary.py │ │ │ │ │ ├── optimize_linear.py │ │ │ │ │ ├── optimize_normalization.py │ │ │ │ │ ├── optimize_quantization.py │ │ │ │ │ ├── optimize_repeat_ops.py │ │ │ │ │ ├── optimize_state.py │ │ │ │ │ ├── optimize_tensor_operation.py │ │ │ │ │ ├── preprocess.py │ │ │ │ │ ├── quantization.py │ │ │ │ │ ├── randomize.py │ │ │ │ │ ├── symbol_transform.py │ │ │ │ │ └── transformer.py │ │ │ │ ├── graph_pass.md │ │ │ │ ├── graph_pass.py │ │ │ │ ├── helper.py │ │ │ │ ├── pass_pipeline.py │ │ │ │ ├── pass_registry.py │ │ │ │ └── tests │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── test_cleanup_passes.py │ │ │ │ │ ├── test_lower_complex_dialect_ops.py │ │ │ │ │ ├── test_optimize_linear_passes.py │ │ │ │ │ ├── test_pass_pipeline.py │ │ │ │ │ ├── test_passes.py │ │ │ │ │ ├── test_quantization_passes.py │ │ │ │ │ ├── test_reduce_transposes_pass.py │ │ │ │ │ ├── test_state_passes.py │ │ │ │ │ └── test_symbol_transform.py │ │ │ ├── program.py │ │ │ ├── scope.py │ │ │ ├── tests │ │ │ │ ├── __init__.py │ │ │ │ ├── test_block.py │ │ │ │ ├── test_debug.py │ │ │ │ ├── test_programs.py │ │ │ │ └── test_types.py │ │ │ ├── types │ │ │ │ ├── __init__.py │ │ │ │ ├── annotate.py │ │ │ │ ├── get_type_info.py │ │ │ │ ├── global_methods.py │ │ │ │ ├── symbolic.py │ │ │ │ ├── type_bool.py │ │ │ │ ├── type_complex.py │ │ │ │ ├── type_dict.py │ │ │ │ ├── type_double.py │ │ │ │ ├── type_globals_pseudo_type.py │ │ │ │ ├── type_int.py │ │ │ │ ├── type_list.py │ │ │ │ ├── type_mapping.py │ │ │ │ ├── type_spec.py │ │ │ │ ├── type_state.py │ │ │ │ ├── type_str.py │ │ │ │ ├── type_tensor.py │ │ │ │ ├── type_tuple.py │ │ │ │ ├── type_unknown.py │ │ │ │ └── type_void.py │ │ │ ├── utils.py │ │ │ ├── var.py │ │ │ └── visitors │ │ │ │ ├── __init__.py │ │ │ │ └── dot_visitor.py │ │ ├── test │ │ │ ├── test_input_types.py │ │ │ └── test_rms_norm.py │ │ ├── test_inputs_outputs_shape.py │ │ ├── testing_reqs.py │ │ └── testing_utils.py │ ├── sklearn │ │ ├── _LinearSVC.py │ │ ├── _LinearSVR.py │ │ ├── _NuSVC.py │ │ ├── _NuSVR.py │ │ ├── _SVC.py │ │ ├── _SVR.py │ │ ├── __init__.py │ │ ├── _converter.py │ │ ├── _converter_internal.py │ │ ├── _decision_tree_classifier.py │ │ ├── _decision_tree_regressor.py │ │ ├── _dict_vectorizer.py │ │ ├── _gradient_boosting_classifier.py │ │ ├── _gradient_boosting_regressor.py │ │ ├── _imputer.py │ │ ├── _k_neighbors_classifier.py │ │ ├── _linear_regression.py │ │ ├── _logistic_regression.py │ │ ├── _normalizer.py │ │ ├── _one_hot_encoder.py │ │ ├── _random_forest_classifier.py │ │ ├── _random_forest_regressor.py │ │ ├── _ridge_regression.py │ │ ├── _sklearn_util.py │ │ ├── _standard_scaler.py │ │ ├── _svm_common.py │ │ └── _tree_ensemble.py │ └── xgboost │ │ ├── __init__.py │ │ ├── _tree.py │ │ └── _tree_ensemble.py ├── modelrunner │ ├── .gitignore │ ├── ModelRunner-watch-Info.plist │ ├── ModelRunner.xcodeproj │ │ ├── project.pbxproj │ │ ├── project.xcworkspace │ │ │ ├── contents.xcworkspacedata │ │ │ └── xcshareddata │ │ │ │ ├── IDEWorkspaceChecks.plist │ │ │ │ └── WorkspaceSettings.xcsettings │ │ └── xcshareddata │ │ │ └── xcschemes │ │ │ ├── ModelRunnerTests.xcscheme │ │ │ ├── modelrunner-watchos.xcscheme │ │ │ └── modelrunner.xcscheme │ ├── ModelRunner.xcworkspace │ │ ├── contents.xcworkspacedata │ │ └── xcshareddata │ │ │ └── IDEWorkspaceChecks.plist │ ├── ModelRunner │ │ ├── Assets.xcassets │ │ │ ├── AccentColor.colorset │ │ │ │ └── Contents.json │ │ │ ├── AppIcon.appiconset │ │ │ │ └── Contents.json │ │ │ └── Contents.json │ │ ├── ContentView.swift │ │ ├── DeviceCtl.swift │ │ ├── DirectoryMonitor.swift │ │ ├── JSONRPC.swift │ │ ├── ModelRunner.entitlements │ │ ├── ModelRunnerApp.swift │ │ ├── ModelService.swift │ │ ├── NotificationCenter.swift │ │ ├── Preview Content │ │ │ └── Preview Assets.xcassets │ │ │ │ └── Contents.json │ │ ├── Processor.swift │ │ ├── Server.swift │ │ ├── ServerManager.swift │ │ ├── Service.swift │ │ ├── Socket.swift │ │ └── add_model.mlmodelc │ │ │ ├── analytics │ │ │ └── coremldata.bin │ │ │ ├── coremldata.bin │ │ │ ├── metadata.json │ │ │ └── model.mil │ ├── ModelRunnerTests.xctestplan │ ├── ModelRunnerTests │ │ └── ModelRunnerTests.swift │ └── ModelRunnerUITests │ │ ├── ModelRunnerUITests.swift │ │ └── ModelRunnerUITestsLaunchTests.swift ├── models │ ├── __init__.py │ ├── _compiled_model.py │ ├── _deprecation.py │ ├── _feature_management.py │ ├── _interface_management.py │ ├── array_feature_extractor.py │ ├── compute_device.py │ ├── compute_plan.py │ ├── datatypes.py │ ├── feature_vectorizer.py │ ├── ml_program │ │ ├── __init__.py │ │ ├── compression_utils.py │ │ └── experimental │ │ │ ├── __init__.py │ │ │ ├── async_wrapper.py │ │ │ ├── compute_plan_utils.py │ │ │ ├── debugging_utils.py │ │ │ ├── model_structure_path.py │ │ │ ├── perf_utils.py │ │ │ ├── remote_device.py │ │ │ └── torch │ │ │ ├── __init__.py │ │ │ ├── debugging_utils.py │ │ │ └── perf_utils.py │ ├── model.py │ ├── nearest_neighbors │ │ ├── __init__.py │ │ └── builder.py │ ├── neural_network │ │ ├── __init__.py │ │ ├── builder.py │ │ ├── flexible_shape_utils.py │ │ ├── optimization_utils.py │ │ ├── printer.py │ │ ├── quantization_utils.py │ │ ├── spec_inspection_utils.py │ │ ├── update_optimizer_utils.py │ │ └── utils.py │ ├── pipeline.py │ ├── tree_ensemble.py │ └── utils.py ├── optimize │ ├── __init__.py │ ├── _utils.py │ ├── coreml │ │ ├── __init__.py │ │ ├── _config.py │ │ ├── _post_training_quantization.py │ │ ├── _quantization_passes.py │ │ └── experimental │ │ │ ├── __init__.py │ │ │ ├── _config.py │ │ │ ├── _model_debugger.py │ │ │ ├── _post_training_quantization.py │ │ │ └── test_post_training_quantization.py │ └── torch │ │ ├── __init__.py │ │ ├── _logging.py │ │ ├── _typing.py │ │ ├── _utils │ │ ├── __init__.py │ │ ├── dist_utils.py │ │ ├── fsdp_utils.py │ │ ├── graph_utils.py │ │ ├── joint_compression_utils.py │ │ ├── k_means.py │ │ ├── math_utils.py │ │ ├── metadata_utils.py │ │ ├── model_size_utils.py │ │ ├── optimizer_utils.py │ │ ├── python_utils.py │ │ ├── registry.py │ │ ├── report_utils.py │ │ ├── state_dict_utils.py │ │ ├── torch_utils.py │ │ ├── transforms.py │ │ ├── validation_utils.py │ │ └── version_utils.py │ │ ├── base_model_optimizer.py │ │ ├── layerwise_compression │ │ ├── __init__.py │ │ ├── _quant.py │ │ ├── algorithms.py │ │ ├── input_cacher.py │ │ └── layerwise_compressor.py │ │ ├── optimization_config.py │ │ ├── palettization │ │ ├── __init__.py │ │ ├── _custom_conversion.py │ │ ├── _efficient_kmeans.py │ │ ├── _fake_palettizer_tensor_hook.py │ │ ├── _partitioner.py │ │ ├── _supported_modules.py │ │ ├── _utils.py │ │ ├── fake_palettize.py │ │ ├── palettization_config.py │ │ ├── palettizer.py │ │ ├── post_training_palettization.py │ │ └── sensitive_k_means.py │ │ ├── pruning │ │ ├── __init__.py │ │ ├── _base_pruner.py │ │ ├── _base_pruning_method.py │ │ ├── _utils.py │ │ ├── magnitude_pruner.py │ │ └── pruning_scheduler.py │ │ └── quantization │ │ ├── __init__.py │ │ ├── _annotation_config.py │ │ ├── _backend_config.py │ │ ├── _backend_config_utils.py │ │ ├── _configure.py │ │ ├── _coreml_quantizer.py │ │ ├── _coreml_quantizer_utils.py │ │ ├── _qconfig_mapping.py │ │ ├── _utils.py │ │ ├── modules │ │ ├── __init__.py │ │ ├── conv_transpose.py │ │ ├── conv_transpose_fused.py │ │ ├── fused_modules.py │ │ ├── learnable_fake_quantize.py │ │ ├── observers.py │ │ ├── qat_modules.py │ │ └── quantized_modules.py │ │ ├── post_training_quantization.py │ │ ├── quantization_config.py │ │ └── quantizer.py ├── proto │ ├── ArrayFeatureExtractor_pb2.py │ ├── AudioFeaturePrint_pb2.py │ ├── BayesianProbitRegressor_pb2.py │ ├── CategoricalMapping_pb2.py │ ├── ClassConfidenceThresholding_pb2.py │ ├── CustomModel_pb2.py │ ├── DataStructures_pb2.py │ ├── DictVectorizer_pb2.py │ ├── FeatureTypes_pb2.py │ ├── FeatureVectorizer_pb2.py │ ├── GLMClassifier_pb2.py │ ├── GLMRegressor_pb2.py │ ├── Gazetteer_pb2.py │ ├── Identity_pb2.py │ ├── Imputer_pb2.py │ ├── ItemSimilarityRecommender_pb2.py │ ├── LinkedModel_pb2.py │ ├── MIL_pb2.py │ ├── Model_pb2.py │ ├── NamedParameters_pb2.py │ ├── NearestNeighbors_pb2.py │ ├── NeuralNetwork_pb2.py │ ├── NonMaximumSuppression_pb2.py │ ├── Normalizer_pb2.py │ ├── OneHotEncoder_pb2.py │ ├── Parameters_pb2.py │ ├── SVM_pb2.py │ ├── Scaler_pb2.py │ ├── SoundAnalysisPreprocessing_pb2.py │ ├── TextClassifier_pb2.py │ ├── TreeEnsemble_pb2.py │ ├── VisionFeaturePrint_pb2.py │ ├── WordEmbedding_pb2.py │ ├── WordTagger_pb2.py │ └── __init__.py ├── test │ ├── .gitignore │ ├── __init__.py │ ├── api │ │ ├── __init__.py │ │ ├── test_api_examples.py │ │ └── test_api_visibilities.py │ ├── blob │ │ ├── __init__.py │ │ └── test_weights.py │ ├── converters │ │ └── torch │ │ │ └── test_ops.py │ ├── ml_program │ │ ├── __init__.py │ │ ├── experimental │ │ │ ├── __init__.py │ │ │ ├── test_async_wrapper.py │ │ │ ├── test_compute_plan_utils.py │ │ │ ├── test_debugging_utils.py │ │ │ ├── test_perf_utils.py │ │ │ ├── test_remote_device.py │ │ │ └── test_torch_debugging_utils.py │ │ ├── test_compression.py │ │ └── test_utils.py │ ├── modelpackage │ │ ├── __init__.py │ │ ├── test_mlmodel.py │ │ └── test_modelpackage.py │ ├── neural_network │ │ ├── __init__.py │ │ ├── test_compiled_model.py │ │ ├── test_custom_neural_nets.py │ │ ├── test_model.py │ │ ├── test_neural_networks.py │ │ ├── test_nn_builder.py │ │ ├── test_numpy_nn_layers.py │ │ ├── test_quantization.py │ │ ├── test_simple_nn_inference.py │ │ └── test_tf_numeric.py │ ├── optimize │ │ ├── __init__.py │ │ ├── api │ │ │ ├── __init__.py │ │ │ └── test_optimize_api.py │ │ ├── coreml │ │ │ ├── __init__.py │ │ │ ├── test_passes.py │ │ │ └── test_post_training_quantization.py │ │ ├── test_utils.py │ │ └── torch │ │ │ ├── __init__.py │ │ │ ├── conftest.py │ │ │ ├── conversion │ │ │ ├── __init__.py │ │ │ ├── conversion_utils.py │ │ │ ├── joint │ │ │ │ ├── __init__.py │ │ │ │ └── test_joint_compression_conversion.py │ │ │ ├── palettization │ │ │ │ ├── __init__.py │ │ │ │ └── test_palettization_conversion.py │ │ │ ├── pruning │ │ │ │ ├── __init__.py │ │ │ │ └── test_pruning_conversion.py │ │ │ └── quantization │ │ │ │ ├── __init__.py │ │ │ │ └── test_quantization_conversion.py │ │ │ ├── joint │ │ │ └── test_api_ordering.py │ │ │ ├── layerwise_compression │ │ │ ├── __init__.py │ │ │ ├── test_algorithms.py │ │ │ └── test_quant.py │ │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── mnist.py │ │ │ └── multi_input_net.py │ │ │ ├── palettization │ │ │ ├── __init__.py │ │ │ ├── palettization_utils.py │ │ │ ├── test_palettization_api.py │ │ │ ├── test_palettization_utils.py │ │ │ ├── test_palettizer.py │ │ │ ├── test_post_training_palettization.py │ │ │ └── test_sensitive_k_means.py │ │ │ ├── pruning │ │ │ ├── __init__.py │ │ │ ├── pruning_utils.py │ │ │ ├── test_base_pruner.py │ │ │ ├── test_magnitude_pruner.py │ │ │ └── test_pruning_scheduler.py │ │ │ ├── quantization │ │ │ ├── __init__.py │ │ │ ├── test_configure.py │ │ │ ├── test_coreml_quantizer.py │ │ │ ├── test_learnable_fake_quantize.py │ │ │ ├── test_observers.py │ │ │ ├── test_post_training_quantization.py │ │ │ ├── test_quantizer.py │ │ │ └── test_utils.py │ │ │ ├── smoke_test.py │ │ │ ├── test_api_surface.py │ │ │ ├── test_base_optimizer.py │ │ │ ├── test_utils │ │ │ ├── __init__.py │ │ │ ├── test_fsdp_utils.py │ │ │ ├── test_k_means.py │ │ │ ├── test_metadata_utils.py │ │ │ ├── test_optimizer_utils.py │ │ │ ├── test_report_utils.py │ │ │ ├── test_torch_utils.py │ │ │ └── test_validation_utils.py │ │ │ └── utils.py │ ├── pipeline │ │ ├── __init__.py │ │ ├── test_model_updatable.py │ │ └── test_pipeline.py │ ├── sklearn_tests │ │ ├── __init__.py │ │ ├── test_NuSVC.py │ │ ├── test_NuSVR.py │ │ ├── test_SVC.py │ │ ├── test_SVR.py │ │ ├── test_categorical_imputer.py │ │ ├── test_composite_pipelines.py │ │ ├── test_dict_vectorizer.py │ │ ├── test_feature_names.py │ │ ├── test_glm_classifier.py │ │ ├── test_imputer.py │ │ ├── test_io_types.py │ │ ├── test_k_neighbors_classifier.py │ │ ├── test_linear_regression.py │ │ ├── test_nearest_neighbors_builder.py │ │ ├── test_normalizer.py │ │ ├── test_one_hot_encoder.py │ │ ├── test_random_forest_classifier.py │ │ ├── test_random_forest_classifier_numeric.py │ │ ├── test_random_forest_regression.py │ │ ├── test_random_forest_regression_numeric.py │ │ ├── test_ridge_regression.py │ │ ├── test_standard_scalar.py │ │ └── test_utils.py │ ├── utils.py │ └── xgboost_tests │ │ ├── __init__.py │ │ ├── test_boosted_trees_classifier.py │ │ ├── test_boosted_trees_classifier_numeric.py │ │ ├── test_boosted_trees_regression.py │ │ ├── test_boosted_trees_regression_numeric.py │ │ ├── test_decision_tree_classifier.py │ │ ├── test_decision_tree_classifier_numeric.py │ │ ├── test_decision_tree_regression.py │ │ └── test_decision_tree_regression_numeric.py └── version.py ├── deps ├── .gitignore ├── CMakeLists.txt ├── FP16 │ ├── LICENSE │ ├── README.md │ └── include │ │ ├── fp16.h │ │ └── fp16 │ │ ├── bitcasts.h │ │ ├── fp16.h │ │ └── psimd.h ├── PythonIncludes │ ├── Python.h │ ├── frameobject.h │ └── pythread.h ├── kmeans1d │ ├── .github │ │ └── workflows │ │ │ ├── build.yml │ │ │ └── packages.yml │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── kmeans1d │ │ ├── __init__.py │ │ ├── _core.cpp │ │ ├── core.py │ │ └── version.txt │ ├── setup.py │ └── tests │ │ └── test_kmeans1d.py ├── nlohmann │ ├── CODE_OF_CONDUCT.md │ ├── LICENSE.MIT │ ├── README.md │ └── json.hpp ├── protobuf │ ├── .bazelignore │ ├── .github │ │ ├── ISSUE_TEMPLATE │ │ │ ├── bug_report.md │ │ │ └── feature_request.md │ │ ├── mergeable.yml │ │ └── workflows │ │ │ └── codespell.yml │ ├── .gitignore │ ├── .gitmodules │ ├── .readthedocs.yml │ ├── BUILD │ ├── CHANGES.txt │ ├── CONTRIBUTING.md │ ├── CONTRIBUTORS.txt │ ├── LICENSE │ ├── Makefile.am │ ├── Protobuf-C++.podspec │ ├── Protobuf.podspec │ ├── README.md │ ├── SECURITY.md │ ├── WORKSPACE │ ├── appveyor.bat │ ├── appveyor.yml │ ├── autogen.sh │ ├── benchmarks │ │ ├── BUILD │ │ ├── Makefile.am │ │ ├── README.md │ │ ├── __init__.py │ │ ├── benchmarks.proto │ │ ├── cpp │ │ │ ├── BUILD │ │ │ └── cpp_benchmark.cc │ │ ├── datasets │ │ │ ├── BUILD │ │ │ ├── google_message1 │ │ │ │ ├── proto2 │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── benchmark_message1_proto2.proto │ │ │ │ │ └── dataset.google_message1_proto2.pb │ │ │ │ └── proto3 │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── benchmark_message1_proto3.proto │ │ │ │ │ └── dataset.google_message1_proto3.pb │ │ │ ├── google_message2 │ │ │ │ ├── BUILD │ │ │ │ ├── benchmark_message2.proto │ │ │ │ └── dataset.google_message2.pb │ │ │ ├── google_message3 │ │ │ │ ├── BUILD │ │ │ │ ├── benchmark_message3.proto │ │ │ │ ├── benchmark_message3_1.proto │ │ │ │ ├── benchmark_message3_2.proto │ │ │ │ ├── benchmark_message3_3.proto │ │ │ │ ├── benchmark_message3_4.proto │ │ │ │ ├── benchmark_message3_5.proto │ │ │ │ ├── benchmark_message3_6.proto │ │ │ │ ├── benchmark_message3_7.proto │ │ │ │ └── benchmark_message3_8.proto │ │ │ └── google_message4 │ │ │ │ ├── BUILD │ │ │ │ ├── benchmark_message4.proto │ │ │ │ ├── benchmark_message4_1.proto │ │ │ │ ├── benchmark_message4_2.proto │ │ │ │ └── benchmark_message4_3.proto │ │ ├── go │ │ │ └── go_benchmark_test.go │ │ ├── google_size.proto │ │ ├── java │ │ │ ├── pom.xml │ │ │ └── src │ │ │ │ └── main │ │ │ │ └── java │ │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ └── ProtoCaliperBenchmark.java │ │ ├── js │ │ │ ├── benchmark_suite.js │ │ │ └── js_benchmark.js │ │ ├── php │ │ │ ├── PhpBenchmark.php │ │ │ └── autoload.php │ │ ├── protobuf.js │ │ │ ├── generate_pbjs_files.js │ │ │ └── protobufjs_benchmark.js │ │ ├── python │ │ │ ├── __init__.py │ │ │ ├── py_benchmark.py │ │ │ └── python_benchmark_messages.cc │ │ └── util │ │ │ ├── __init__.py │ │ │ ├── big_query_utils.py │ │ │ ├── data_proto2_to_proto3_util.h │ │ │ ├── gogo_data_scrubber.cc │ │ │ ├── proto3_data_stripper.cc │ │ │ ├── protoc-gen-gogoproto.cc │ │ │ ├── protoc-gen-proto2_to_proto3.cc │ │ │ ├── result_parser.py │ │ │ ├── result_uploader.py │ │ │ └── schema_proto2_to_proto3_util.h │ ├── build_files_updated_unittest.sh │ ├── cc_proto_blacklist_test.bzl │ ├── cmake │ │ ├── CMakeLists.txt │ │ ├── README.md │ │ ├── conformance.cmake │ │ ├── examples.cmake │ │ ├── extract_includes.bat.in │ │ ├── install.cmake │ │ ├── libprotobuf-lite.cmake │ │ ├── libprotobuf.cmake │ │ ├── libprotoc.cmake │ │ ├── protobuf-config-version.cmake.in │ │ ├── protobuf-config.cmake.in │ │ ├── protobuf-lite.pc.cmake │ │ ├── protobuf-module.cmake.in │ │ ├── protobuf-options.cmake │ │ ├── protobuf.pc.cmake │ │ ├── protoc.cmake │ │ ├── tests.cmake │ │ └── version.rc.in │ ├── compiler_config_setting.bzl │ ├── composer.json │ ├── configure.ac │ ├── conformance │ │ ├── ConformanceJava.java │ │ ├── ConformanceJavaLite.java │ │ ├── Makefile.am │ │ ├── README.md │ │ ├── autoload.php │ │ ├── binary_json_conformance_suite.cc │ │ ├── binary_json_conformance_suite.h │ │ ├── conformance.proto │ │ ├── conformance_cpp.cc │ │ ├── conformance_nodejs.js │ │ ├── conformance_objc.m │ │ ├── conformance_php.php │ │ ├── conformance_python.py │ │ ├── conformance_ruby.rb │ │ ├── conformance_test.cc │ │ ├── conformance_test.h │ │ ├── conformance_test_main.cc │ │ ├── conformance_test_runner.cc │ │ ├── conformance_test_runner.sh │ │ ├── failure_list_cpp.txt │ │ ├── failure_list_csharp.txt │ │ ├── failure_list_java.txt │ │ ├── failure_list_java_lite.txt │ │ ├── failure_list_jruby.txt │ │ ├── failure_list_js.txt │ │ ├── failure_list_objc.txt │ │ ├── failure_list_php.txt │ │ ├── failure_list_php_c.txt │ │ ├── failure_list_python-post26.txt │ │ ├── failure_list_python.txt │ │ ├── failure_list_python_cpp.txt │ │ ├── failure_list_ruby.txt │ │ ├── text_format_conformance_suite.cc │ │ ├── text_format_conformance_suite.h │ │ ├── text_format_failure_list_cpp.txt │ │ ├── text_format_failure_list_csharp.txt │ │ ├── text_format_failure_list_java.txt │ │ ├── text_format_failure_list_java_lite.txt │ │ ├── text_format_failure_list_jruby.txt │ │ ├── text_format_failure_list_php.txt │ │ ├── text_format_failure_list_python.txt │ │ ├── text_format_failure_list_python_cpp.txt │ │ ├── text_format_failure_list_ruby.txt │ │ ├── third_party │ │ │ └── jsoncpp │ │ │ │ ├── json.h │ │ │ │ └── jsoncpp.cpp │ │ └── update_failure_list.py │ ├── csharp │ │ ├── .gitignore │ │ ├── CHANGES.txt │ │ ├── Google.Protobuf.Tools.nuspec │ │ ├── Google.Protobuf.Tools.targets │ │ ├── README.md │ │ ├── build_packages.bat │ │ ├── build_tools.sh │ │ ├── buildall.bat │ │ ├── buildall.sh │ │ ├── compatibility_tests │ │ │ └── v3.0.0 │ │ │ │ ├── protos │ │ │ │ ├── csharp │ │ │ │ │ └── protos │ │ │ │ │ │ └── unittest_issues.proto │ │ │ │ └── src │ │ │ │ │ └── google │ │ │ │ │ └── protobuf │ │ │ │ │ ├── map_unittest_proto3.proto │ │ │ │ │ ├── unittest_import_proto3.proto │ │ │ │ │ ├── unittest_import_public_proto3.proto │ │ │ │ │ ├── unittest_proto3.proto │ │ │ │ │ └── unittest_well_known_types.proto │ │ │ │ ├── src │ │ │ │ └── Google.Protobuf.Test │ │ │ │ │ ├── ByteStringTest.cs │ │ │ │ │ ├── CodedInputStreamExtensions.cs │ │ │ │ │ ├── CodedInputStreamTest.cs │ │ │ │ │ ├── CodedOutputStreamTest.cs │ │ │ │ │ ├── Collections │ │ │ │ │ ├── MapFieldTest.cs │ │ │ │ │ └── RepeatedFieldTest.cs │ │ │ │ │ ├── Compatibility │ │ │ │ │ ├── PropertyInfoExtensionsTest.cs │ │ │ │ │ └── TypeExtensionsTest.cs │ │ │ │ │ ├── DeprecatedMemberTest.cs │ │ │ │ │ ├── EqualityTester.cs │ │ │ │ │ ├── FieldCodecTest.cs │ │ │ │ │ ├── GeneratedMessageTest.cs │ │ │ │ │ ├── Google.Protobuf.Test.csproj │ │ │ │ │ ├── IssuesTest.cs │ │ │ │ │ ├── JsonParserTest.cs │ │ │ │ │ ├── JsonTokenizerTest.cs │ │ │ │ │ ├── Program.cs │ │ │ │ │ ├── Reflection │ │ │ │ │ ├── DescriptorsTest.cs │ │ │ │ │ ├── FieldAccessTest.cs │ │ │ │ │ └── TypeRegistryTest.cs │ │ │ │ │ ├── SampleEnum.cs │ │ │ │ │ ├── SampleMessages.cs │ │ │ │ │ ├── TestCornerCases.cs │ │ │ │ │ ├── TestProtos │ │ │ │ │ └── ForeignMessagePartial.cs │ │ │ │ │ └── WellKnownTypes │ │ │ │ │ ├── AnyTest.cs │ │ │ │ │ ├── DurationTest.cs │ │ │ │ │ ├── FieldMaskTest.cs │ │ │ │ │ ├── TimestampTest.cs │ │ │ │ │ └── WrappersTest.cs │ │ │ │ └── test.sh │ │ ├── generate_protos.sh │ │ ├── install_dotnet_sdk.ps1 │ │ ├── keys │ │ │ ├── Google.Protobuf.public.snk │ │ │ ├── Google.Protobuf.snk │ │ │ └── README.md │ │ ├── protos │ │ │ ├── README.md │ │ │ ├── map_unittest_proto3.proto │ │ │ ├── old_extensions1.proto │ │ │ ├── old_extensions2.proto │ │ │ ├── unittest.proto │ │ │ ├── unittest_custom_options_proto3.proto │ │ │ ├── unittest_import.proto │ │ │ ├── unittest_import_proto3.proto │ │ │ ├── unittest_import_public.proto │ │ │ ├── unittest_import_public_proto3.proto │ │ │ ├── unittest_issue6936_a.proto │ │ │ ├── unittest_issue6936_b.proto │ │ │ ├── unittest_issue6936_c.proto │ │ │ ├── unittest_issues.proto │ │ │ ├── unittest_proto3.proto │ │ │ └── unittest_selfreferential_options.proto │ │ └── src │ │ │ ├── AddressBook │ │ │ ├── AddPerson.cs │ │ │ ├── AddressBook.csproj │ │ │ ├── Addressbook.cs │ │ │ ├── ListPeople.cs │ │ │ ├── Program.cs │ │ │ └── SampleUsage.cs │ │ │ ├── Google.Protobuf.Benchmarks │ │ │ ├── BenchmarkDatasetConfig.cs │ │ │ ├── BenchmarkMessage1Proto3.cs │ │ │ ├── Benchmarks.cs │ │ │ ├── ByteStringBenchmark.cs │ │ │ ├── Google.Protobuf.Benchmarks.csproj │ │ │ ├── GoogleMessageBenchmark.cs │ │ │ ├── ParseMessagesBenchmark.cs │ │ │ ├── ParseRawPrimitivesBenchmark.cs │ │ │ ├── Program.cs │ │ │ ├── WrapperBenchmarkMessages.cs │ │ │ ├── WriteMessagesBenchmark.cs │ │ │ ├── WriteRawPrimitivesBenchmark.cs │ │ │ └── wrapper_benchmark_messages.proto │ │ │ ├── Google.Protobuf.Conformance │ │ │ ├── Conformance.cs │ │ │ ├── Google.Protobuf.Conformance.csproj │ │ │ └── Program.cs │ │ │ ├── Google.Protobuf.JsonDump │ │ │ ├── Google.Protobuf.JsonDump.csproj │ │ │ └── Program.cs │ │ │ ├── Google.Protobuf.Test.TestProtos │ │ │ ├── ForeignMessagePartial.cs │ │ │ ├── Google.Protobuf.Test.TestProtos.csproj │ │ │ ├── MapUnittestProto3.cs │ │ │ ├── OldExtensions1.cs │ │ │ ├── OldExtensions2.cs │ │ │ ├── TestMessagesProto2.cs │ │ │ ├── TestMessagesProto3.cs │ │ │ ├── Unittest.cs │ │ │ ├── UnittestCustomOptionsProto3.cs │ │ │ ├── UnittestImport.cs │ │ │ ├── UnittestImportProto3.cs │ │ │ ├── UnittestImportPublic.cs │ │ │ ├── UnittestImportPublicProto3.cs │ │ │ ├── UnittestIssue6936A.cs │ │ │ ├── UnittestIssue6936B.cs │ │ │ ├── UnittestIssue6936C.cs │ │ │ ├── UnittestIssues.cs │ │ │ ├── UnittestProto3.cs │ │ │ ├── UnittestProto3Optional.cs │ │ │ ├── UnittestSelfreferentialOptions.cs │ │ │ └── UnittestWellKnownTypes.cs │ │ │ ├── Google.Protobuf.Test │ │ │ ├── Buffers │ │ │ │ └── ArrayBufferWriter.cs │ │ │ ├── ByteStringTest.cs │ │ │ ├── CodedInputStreamExtensions.cs │ │ │ ├── CodedInputStreamTest.cs │ │ │ ├── CodedOutputStreamTest.cs │ │ │ ├── Collections │ │ │ │ ├── MapFieldTest.cs │ │ │ │ ├── ProtobufEqualityComparersTest.cs │ │ │ │ └── RepeatedFieldTest.cs │ │ │ ├── Compatibility │ │ │ │ ├── PropertyInfoExtensionsTest.cs │ │ │ │ ├── StreamExtensionsTest.cs │ │ │ │ └── TypeExtensionsTest.cs │ │ │ ├── DeprecatedMemberTest.cs │ │ │ ├── EqualityTester.cs │ │ │ ├── ExtensionSetTest.cs │ │ │ ├── FieldCodecTest.cs │ │ │ ├── FieldMaskTreeTest.cs │ │ │ ├── GeneratedMessageTest.Proto2.cs │ │ │ ├── GeneratedMessageTest.cs │ │ │ ├── Google.Protobuf.Test.csproj │ │ │ ├── IssuesTest.cs │ │ │ ├── JsonFormatterTest.cs │ │ │ ├── JsonParserTest.cs │ │ │ ├── JsonTokenizerTest.cs │ │ │ ├── LegacyGeneratedCodeTest.cs │ │ │ ├── MessageParsingHelpers.cs │ │ │ ├── Proto3OptionalTest.cs │ │ │ ├── ReadOnlySequenceFactory.cs │ │ │ ├── RefStructCompatibilityTest.cs │ │ │ ├── Reflection │ │ │ │ ├── CustomOptionsTest.cs │ │ │ │ ├── DescriptorDeclarationTest.cs │ │ │ │ ├── DescriptorsTest.cs │ │ │ │ ├── FieldAccessTest.cs │ │ │ │ └── TypeRegistryTest.cs │ │ │ ├── SampleEnum.cs │ │ │ ├── SampleMessages.cs │ │ │ ├── SampleNaNs.cs │ │ │ ├── TestCornerCases.cs │ │ │ ├── UnknownFieldSetTest.cs │ │ │ ├── WellKnownTypes │ │ │ │ ├── AnyTest.cs │ │ │ │ ├── DurationTest.cs │ │ │ │ ├── FieldMaskTest.cs │ │ │ │ ├── TimestampTest.cs │ │ │ │ └── WrappersTest.cs │ │ │ └── testprotos.pb │ │ │ ├── Google.Protobuf.sln │ │ │ └── Google.Protobuf │ │ │ ├── ByteArray.cs │ │ │ ├── ByteString.cs │ │ │ ├── ByteStringAsync.cs │ │ │ ├── CodedInputStream.cs │ │ │ ├── CodedOutputStream.ComputeSize.cs │ │ │ ├── CodedOutputStream.cs │ │ │ ├── Collections │ │ │ ├── Lists.cs │ │ │ ├── MapField.cs │ │ │ ├── ProtobufEqualityComparers.cs │ │ │ ├── ReadOnlyDictionary.cs │ │ │ └── RepeatedField.cs │ │ │ ├── Compatibility │ │ │ ├── MethodInfoExtensions.cs │ │ │ ├── PropertyInfoExtensions.cs │ │ │ ├── StreamExtensions.cs │ │ │ └── TypeExtensions.cs │ │ │ ├── Extension.cs │ │ │ ├── ExtensionRegistry.cs │ │ │ ├── ExtensionSet.cs │ │ │ ├── ExtensionValue.cs │ │ │ ├── FieldCodec.cs │ │ │ ├── FieldMaskTree.cs │ │ │ ├── FrameworkPortability.cs │ │ │ ├── Google.Protobuf.csproj │ │ │ ├── IBufferMessage.cs │ │ │ ├── ICustomDiagnosticMessage.cs │ │ │ ├── IDeepCloneable.cs │ │ │ ├── IExtendableMessage.cs │ │ │ ├── IMessage.cs │ │ │ ├── InvalidJsonException.cs │ │ │ ├── InvalidProtocolBufferException.cs │ │ │ ├── JsonFormatter.cs │ │ │ ├── JsonParser.cs │ │ │ ├── JsonToken.cs │ │ │ ├── JsonTokenizer.cs │ │ │ ├── LimitedInputStream.cs │ │ │ ├── MessageExtensions.cs │ │ │ ├── MessageParser.cs │ │ │ ├── ObjectIntPair.cs │ │ │ ├── ParseContext.cs │ │ │ ├── ParserInternalState.cs │ │ │ ├── ParsingPrimitives.cs │ │ │ ├── ParsingPrimitivesMessages.cs │ │ │ ├── ParsingPrimitivesWrappers.cs │ │ │ ├── Properties │ │ │ └── AssemblyInfo.cs │ │ │ ├── ProtoPreconditions.cs │ │ │ ├── Reflection │ │ │ ├── CustomOptions.cs │ │ │ ├── Descriptor.cs │ │ │ ├── DescriptorBase.cs │ │ │ ├── DescriptorDeclaration.cs │ │ │ ├── DescriptorPool.cs │ │ │ ├── DescriptorUtil.cs │ │ │ ├── DescriptorValidationException.cs │ │ │ ├── EnumDescriptor.cs │ │ │ ├── EnumValueDescriptor.cs │ │ │ ├── ExtensionAccessor.cs │ │ │ ├── ExtensionCollection.cs │ │ │ ├── FieldAccessorBase.cs │ │ │ ├── FieldDescriptor.cs │ │ │ ├── FieldType.cs │ │ │ ├── FileDescriptor.cs │ │ │ ├── GeneratedClrTypeInfo.cs │ │ │ ├── IDescriptor.cs │ │ │ ├── IFieldAccessor.cs │ │ │ ├── MapFieldAccessor.cs │ │ │ ├── MessageDescriptor.cs │ │ │ ├── MethodDescriptor.cs │ │ │ ├── OneofAccessor.cs │ │ │ ├── OneofDescriptor.cs │ │ │ ├── OriginalNameAttribute.cs │ │ │ ├── PackageDescriptor.cs │ │ │ ├── ReflectionUtil.cs │ │ │ ├── RepeatedFieldAccessor.cs │ │ │ ├── ServiceDescriptor.cs │ │ │ ├── SingleFieldAccessor.cs │ │ │ └── TypeRegistry.cs │ │ │ ├── SegmentedBufferHelper.cs │ │ │ ├── UnknownField.cs │ │ │ ├── UnknownFieldSet.cs │ │ │ ├── UnsafeByteOperations.cs │ │ │ ├── WellKnownTypes │ │ │ ├── Any.cs │ │ │ ├── AnyPartial.cs │ │ │ ├── Api.cs │ │ │ ├── Duration.cs │ │ │ ├── DurationPartial.cs │ │ │ ├── Empty.cs │ │ │ ├── FieldMask.cs │ │ │ ├── FieldMaskPartial.cs │ │ │ ├── SourceContext.cs │ │ │ ├── Struct.cs │ │ │ ├── TimeExtensions.cs │ │ │ ├── Timestamp.cs │ │ │ ├── TimestampPartial.cs │ │ │ ├── Type.cs │ │ │ ├── ValuePartial.cs │ │ │ ├── Wrappers.cs │ │ │ └── WrappersPartial.cs │ │ │ ├── WireFormat.cs │ │ │ ├── WriteBufferHelper.cs │ │ │ ├── WriteContext.cs │ │ │ ├── WriterInternalState.cs │ │ │ ├── WritingPrimitives.cs │ │ │ └── WritingPrimitivesMessages.cs │ ├── docs │ │ ├── csharp │ │ │ └── proto2.md │ │ ├── field_presence.md │ │ ├── implementing_proto3_presence.md │ │ ├── jvm_aot.md │ │ ├── options.md │ │ ├── performance.md │ │ └── third_party.md │ ├── editors │ │ ├── README.txt │ │ ├── proto.vim │ │ └── protobuf-mode.el │ ├── examples │ │ ├── .gitignore │ │ ├── AddPerson.java │ │ ├── BUILD │ │ ├── CMakeLists.txt │ │ ├── ListPeople.java │ │ ├── README.md │ │ ├── WORKSPACE │ │ ├── add_person.cc │ │ ├── add_person.dart │ │ ├── add_person.go │ │ ├── add_person.py │ │ ├── add_person_test.go │ │ ├── addressbook.proto │ │ ├── list_people.cc │ │ ├── list_people.dart │ │ ├── list_people.go │ │ ├── list_people.py │ │ ├── list_people_test.go │ │ └── pubspec.yaml │ ├── fix_permissions.sh │ ├── generate_changelog.py │ ├── generate_descriptor_proto.sh │ ├── global.json │ ├── internal.bzl │ ├── java │ │ ├── BUILD │ │ ├── README.md │ │ ├── bom │ │ │ └── pom.xml │ │ ├── core │ │ │ ├── BUILD │ │ │ ├── generate-sources-build.xml │ │ │ ├── generate-test-sources-build.xml │ │ │ ├── pom.xml │ │ │ ├── pom_template.xml │ │ │ └── src │ │ │ │ ├── main │ │ │ │ └── java │ │ │ │ │ └── com │ │ │ │ │ └── google │ │ │ │ │ └── protobuf │ │ │ │ │ ├── AbstractMessage.java │ │ │ │ │ ├── AbstractMessageLite.java │ │ │ │ │ ├── AbstractParser.java │ │ │ │ │ ├── AbstractProtobufList.java │ │ │ │ │ ├── AllocatedBuffer.java │ │ │ │ │ ├── Android.java │ │ │ │ │ ├── ArrayDecoders.java │ │ │ │ │ ├── BinaryReader.java │ │ │ │ │ ├── BinaryWriter.java │ │ │ │ │ ├── BlockingRpcChannel.java │ │ │ │ │ ├── BlockingService.java │ │ │ │ │ ├── BooleanArrayList.java │ │ │ │ │ ├── BufferAllocator.java │ │ │ │ │ ├── ByteBufferWriter.java │ │ │ │ │ ├── ByteOutput.java │ │ │ │ │ ├── ByteString.java │ │ │ │ │ ├── CanIgnoreReturnValue.java │ │ │ │ │ ├── CheckReturnValue.java │ │ │ │ │ ├── CodedInputStream.java │ │ │ │ │ ├── CodedInputStreamReader.java │ │ │ │ │ ├── CodedOutputStream.java │ │ │ │ │ ├── CodedOutputStreamWriter.java │ │ │ │ │ ├── DescriptorMessageInfoFactory.java │ │ │ │ │ ├── Descriptors.java │ │ │ │ │ ├── DiscardUnknownFieldsParser.java │ │ │ │ │ ├── DoubleArrayList.java │ │ │ │ │ ├── DynamicMessage.java │ │ │ │ │ ├── ExperimentalApi.java │ │ │ │ │ ├── Extension.java │ │ │ │ │ ├── ExtensionLite.java │ │ │ │ │ ├── ExtensionRegistry.java │ │ │ │ │ ├── ExtensionRegistryFactory.java │ │ │ │ │ ├── ExtensionRegistryLite.java │ │ │ │ │ ├── ExtensionSchema.java │ │ │ │ │ ├── ExtensionSchemaFull.java │ │ │ │ │ ├── ExtensionSchemaLite.java │ │ │ │ │ ├── ExtensionSchemas.java │ │ │ │ │ ├── FieldInfo.java │ │ │ │ │ ├── FieldSet.java │ │ │ │ │ ├── FieldType.java │ │ │ │ │ ├── FloatArrayList.java │ │ │ │ │ ├── GeneratedMessage.java │ │ │ │ │ ├── GeneratedMessageInfoFactory.java │ │ │ │ │ ├── GeneratedMessageLite.java │ │ │ │ │ ├── GeneratedMessageV3.java │ │ │ │ │ ├── IntArrayList.java │ │ │ │ │ ├── Internal.java │ │ │ │ │ ├── InvalidProtocolBufferException.java │ │ │ │ │ ├── IterableByteBufferInputStream.java │ │ │ │ │ ├── JavaType.java │ │ │ │ │ ├── LazyField.java │ │ │ │ │ ├── LazyFieldLite.java │ │ │ │ │ ├── LazyStringArrayList.java │ │ │ │ │ ├── LazyStringList.java │ │ │ │ │ ├── ListFieldSchema.java │ │ │ │ │ ├── LongArrayList.java │ │ │ │ │ ├── ManifestSchemaFactory.java │ │ │ │ │ ├── MapEntry.java │ │ │ │ │ ├── MapEntryLite.java │ │ │ │ │ ├── MapField.java │ │ │ │ │ ├── MapFieldLite.java │ │ │ │ │ ├── MapFieldSchema.java │ │ │ │ │ ├── MapFieldSchemaFull.java │ │ │ │ │ ├── MapFieldSchemaLite.java │ │ │ │ │ ├── MapFieldSchemas.java │ │ │ │ │ ├── Message.java │ │ │ │ │ ├── MessageInfo.java │ │ │ │ │ ├── MessageInfoFactory.java │ │ │ │ │ ├── MessageLite.java │ │ │ │ │ ├── MessageLiteOrBuilder.java │ │ │ │ │ ├── MessageLiteToString.java │ │ │ │ │ ├── MessageOrBuilder.java │ │ │ │ │ ├── MessageReflection.java │ │ │ │ │ ├── MessageSchema.java │ │ │ │ │ ├── MessageSetSchema.java │ │ │ │ │ ├── MutabilityOracle.java │ │ │ │ │ ├── NewInstanceSchema.java │ │ │ │ │ ├── NewInstanceSchemaFull.java │ │ │ │ │ ├── NewInstanceSchemaLite.java │ │ │ │ │ ├── NewInstanceSchemas.java │ │ │ │ │ ├── NioByteString.java │ │ │ │ │ ├── OneofInfo.java │ │ │ │ │ ├── Parser.java │ │ │ │ │ ├── PrimitiveNonBoxingCollection.java │ │ │ │ │ ├── ProtoSyntax.java │ │ │ │ │ ├── Protobuf.java │ │ │ │ │ ├── ProtobufArrayList.java │ │ │ │ │ ├── ProtobufLists.java │ │ │ │ │ ├── ProtocolMessageEnum.java │ │ │ │ │ ├── ProtocolStringList.java │ │ │ │ │ ├── RawMessageInfo.java │ │ │ │ │ ├── Reader.java │ │ │ │ │ ├── RepeatedFieldBuilder.java │ │ │ │ │ ├── RepeatedFieldBuilderV3.java │ │ │ │ │ ├── RopeByteString.java │ │ │ │ │ ├── RpcCallback.java │ │ │ │ │ ├── RpcChannel.java │ │ │ │ │ ├── RpcController.java │ │ │ │ │ ├── RpcUtil.java │ │ │ │ │ ├── Schema.java │ │ │ │ │ ├── SchemaFactory.java │ │ │ │ │ ├── SchemaUtil.java │ │ │ │ │ ├── Service.java │ │ │ │ │ ├── ServiceException.java │ │ │ │ │ ├── SingleFieldBuilder.java │ │ │ │ │ ├── SingleFieldBuilderV3.java │ │ │ │ │ ├── SmallSortedMap.java │ │ │ │ │ ├── StructuralMessageInfo.java │ │ │ │ │ ├── TextFormat.java │ │ │ │ │ ├── TextFormatEscaper.java │ │ │ │ │ ├── TextFormatParseInfoTree.java │ │ │ │ │ ├── TextFormatParseLocation.java │ │ │ │ │ ├── TypeRegistry.java │ │ │ │ │ ├── UninitializedMessageException.java │ │ │ │ │ ├── UnknownFieldSchema.java │ │ │ │ │ ├── UnknownFieldSet.java │ │ │ │ │ ├── UnknownFieldSetLite.java │ │ │ │ │ ├── UnknownFieldSetLiteSchema.java │ │ │ │ │ ├── UnknownFieldSetSchema.java │ │ │ │ │ ├── UnmodifiableLazyStringList.java │ │ │ │ │ ├── UnsafeByteOperations.java │ │ │ │ │ ├── UnsafeUtil.java │ │ │ │ │ ├── Utf8.java │ │ │ │ │ ├── WireFormat.java │ │ │ │ │ └── Writer.java │ │ │ │ └── test │ │ │ │ ├── java │ │ │ │ └── com │ │ │ │ │ └── google │ │ │ │ │ └── protobuf │ │ │ │ │ ├── AbstractMessageTest.java │ │ │ │ │ ├── AbstractProto2LiteSchemaTest.java │ │ │ │ │ ├── AbstractProto2SchemaTest.java │ │ │ │ │ ├── AbstractProto3LiteSchemaTest.java │ │ │ │ │ ├── AbstractProto3SchemaTest.java │ │ │ │ │ ├── AbstractSchemaTest.java │ │ │ │ │ ├── AnyTest.java │ │ │ │ │ ├── ArrayDecodersTest.java │ │ │ │ │ ├── BinaryProtocolTest.java │ │ │ │ │ ├── BooleanArrayListTest.java │ │ │ │ │ ├── BoundedByteStringTest.java │ │ │ │ │ ├── ByteBufferWriterTest.java │ │ │ │ │ ├── ByteStringTest.java │ │ │ │ │ ├── CachedFieldSizeTest.java │ │ │ │ │ ├── CheckUtf8Test.java │ │ │ │ │ ├── CodedAdapterTest.java │ │ │ │ │ ├── CodedInputStreamTest.java │ │ │ │ │ ├── CodedOutputStreamTest.java │ │ │ │ │ ├── DecodeUtf8Test.java │ │ │ │ │ ├── DeprecatedFieldTest.java │ │ │ │ │ ├── DescriptorsTest.java │ │ │ │ │ ├── DiscardUnknownFieldsTest.java │ │ │ │ │ ├── DoubleArrayListTest.java │ │ │ │ │ ├── DynamicMessageTest.java │ │ │ │ │ ├── EnumTest.java │ │ │ │ │ ├── ExperimentalMessageFactory.java │ │ │ │ │ ├── ExperimentalSerializationUtil.java │ │ │ │ │ ├── ExperimentalTestDataProvider.java │ │ │ │ │ ├── ExtensionRegistryFactoryTest.java │ │ │ │ │ ├── FieldPresenceTest.java │ │ │ │ │ ├── FloatArrayListTest.java │ │ │ │ │ ├── ForceFieldBuildersPreRun.java │ │ │ │ │ ├── GeneratedMessageTest.java │ │ │ │ │ ├── IntArrayListTest.java │ │ │ │ │ ├── IsValidUtf8Test.java │ │ │ │ │ ├── IsValidUtf8TestUtil.java │ │ │ │ │ ├── LazyFieldLiteTest.java │ │ │ │ │ ├── LazyFieldTest.java │ │ │ │ │ ├── LazyMessageLiteTest.java │ │ │ │ │ ├── LazyStringArrayListTest.java │ │ │ │ │ ├── LazyStringEndToEndTest.java │ │ │ │ │ ├── LiteEqualsAndHashTest.java │ │ │ │ │ ├── LiteralByteStringTest.java │ │ │ │ │ ├── LongArrayListTest.java │ │ │ │ │ ├── MapForProto2LiteTest.java │ │ │ │ │ ├── MapForProto2Test.java │ │ │ │ │ ├── MapLiteTest.java │ │ │ │ │ ├── MapTest.java │ │ │ │ │ ├── MessageTest.java │ │ │ │ │ ├── NestedBuildersTest.java │ │ │ │ │ ├── NioByteStringTest.java │ │ │ │ │ ├── PackedFieldTest.java │ │ │ │ │ ├── ParseExceptionsTest.java │ │ │ │ │ ├── ParserLiteTest.java │ │ │ │ │ ├── ParserTest.java │ │ │ │ │ ├── Proto2ExtensionLookupSchemaTest.java │ │ │ │ │ ├── Proto2LiteSchemaTest.java │ │ │ │ │ ├── Proto2MessageFactory.java │ │ │ │ │ ├── Proto2MessageInfoFactory.java │ │ │ │ │ ├── Proto2MessageLiteFactory.java │ │ │ │ │ ├── Proto2SchemaTest.java │ │ │ │ │ ├── Proto2UnknownEnumValueTest.java │ │ │ │ │ ├── Proto3LiteSchemaTest.java │ │ │ │ │ ├── Proto3MessageFactory.java │ │ │ │ │ ├── Proto3MessageInfoFactory.java │ │ │ │ │ ├── Proto3MessageLiteFactory.java │ │ │ │ │ ├── Proto3MessageLiteInfoFactory.java │ │ │ │ │ ├── Proto3SchemaTest.java │ │ │ │ │ ├── ProtobufArrayListTest.java │ │ │ │ │ ├── RepeatedFieldBuilderV3Test.java │ │ │ │ │ ├── RopeByteStringSubstringTest.java │ │ │ │ │ ├── RopeByteStringTest.java │ │ │ │ │ ├── ServiceTest.java │ │ │ │ │ ├── SingleFieldBuilderV3Test.java │ │ │ │ │ ├── SmallSortedMapTest.java │ │ │ │ │ ├── TestBadIdentifiers.java │ │ │ │ │ ├── TestBadIdentifiersLite.java │ │ │ │ │ ├── TestSchemas.java │ │ │ │ │ ├── TestSchemasLite.java │ │ │ │ │ ├── TestUtil.java │ │ │ │ │ ├── TestUtilLite.java │ │ │ │ │ ├── TextFormatParseInfoTreeTest.java │ │ │ │ │ ├── TextFormatParseLocationTest.java │ │ │ │ │ ├── TextFormatTest.java │ │ │ │ │ ├── TypeRegistryTest.java │ │ │ │ │ ├── UnknownEnumValueTest.java │ │ │ │ │ ├── UnknownFieldSetTest.java │ │ │ │ │ ├── UnmodifiableLazyStringListTest.java │ │ │ │ │ ├── Utf8Test.java │ │ │ │ │ ├── Utf8Utils.java │ │ │ │ │ ├── WellKnownTypesTest.java │ │ │ │ │ ├── WireFormatLiteTest.java │ │ │ │ │ ├── WireFormatTest.java │ │ │ │ │ ├── WrappersLiteOfMethodTest.java │ │ │ │ │ └── WrappersOfMethodTest.java │ │ │ │ └── proto │ │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ ├── any_test.proto │ │ │ │ ├── cached_field_size_test.proto │ │ │ │ ├── deprecated_file.proto │ │ │ │ ├── field_presence_test.proto │ │ │ │ ├── lazy_fields_lite.proto │ │ │ │ ├── lite_equals_and_hash.proto │ │ │ │ ├── map_for_proto2_lite_test.proto │ │ │ │ ├── map_for_proto2_test.proto │ │ │ │ ├── map_initialization_order_test.proto │ │ │ │ ├── map_lite_test.proto │ │ │ │ ├── map_test.proto │ │ │ │ ├── message_lite_extension_util_test.proto │ │ │ │ ├── multiple_files_test.proto │ │ │ │ ├── nested_builders_test.proto │ │ │ │ ├── nested_extension.proto │ │ │ │ ├── nested_extension_lite.proto │ │ │ │ ├── non_nested_extension.proto │ │ │ │ ├── non_nested_extension_lite.proto │ │ │ │ ├── outer_class_name_test.proto │ │ │ │ ├── outer_class_name_test2.proto │ │ │ │ ├── outer_class_name_test3.proto │ │ │ │ ├── packed_field_test.proto │ │ │ │ ├── proto2_message.proto │ │ │ │ ├── proto2_message_lite.proto │ │ │ │ ├── proto2_unknown_enum_values.proto │ │ │ │ ├── proto3_message.proto │ │ │ │ ├── proto3_message_lite.proto │ │ │ │ ├── test_bad_identifiers.proto │ │ │ │ ├── test_check_utf8.proto │ │ │ │ ├── test_check_utf8_size.proto │ │ │ │ ├── test_custom_options.proto │ │ │ │ └── wrappers_test.proto │ │ ├── internal │ │ │ ├── BUILD │ │ │ └── testing.bzl │ │ ├── kotlin-lite │ │ │ ├── generate-sources-build.xml │ │ │ ├── generate-test-sources-build.xml │ │ │ ├── lite.awk │ │ │ ├── pom.xml │ │ │ ├── process-lite-sources-build.xml │ │ │ └── src │ │ │ │ └── test │ │ │ │ └── kotlin │ │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ ├── ExtendableMessageLiteExtensionsTest.kt │ │ │ │ └── Proto2LiteTest.kt │ │ ├── kotlin │ │ │ ├── generate-sources-build.xml │ │ │ ├── generate-test-sources-build.xml │ │ │ ├── pom.xml │ │ │ └── src │ │ │ │ ├── main │ │ │ │ └── kotlin │ │ │ │ │ └── com │ │ │ │ │ └── google │ │ │ │ │ └── protobuf │ │ │ │ │ ├── ByteStrings.kt │ │ │ │ │ ├── DslList.kt │ │ │ │ │ ├── DslMap.kt │ │ │ │ │ ├── DslProxy.kt │ │ │ │ │ ├── ExtendableMessageExtensions.kt │ │ │ │ │ ├── ExtendableMessageLiteExtensions.kt │ │ │ │ │ ├── ExtensionList.kt │ │ │ │ │ ├── OnlyForUseByGeneratedProtoCode.kt │ │ │ │ │ ├── ProtoDslMarker.kt │ │ │ │ │ └── UnmodifiableCollections.kt │ │ │ │ └── test │ │ │ │ ├── kotlin │ │ │ │ └── com │ │ │ │ │ └── google │ │ │ │ │ └── protobuf │ │ │ │ │ ├── ByteStringsTest.kt │ │ │ │ │ ├── DslListTest.kt │ │ │ │ │ ├── DslMapTest.kt │ │ │ │ │ ├── ExtendableMessageExtensionsTest.kt │ │ │ │ │ ├── ExtensionListTest.kt │ │ │ │ │ ├── Proto2Test.kt │ │ │ │ │ └── Proto3Test.kt │ │ │ │ └── proto │ │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ ├── evil_names_proto2.proto │ │ │ │ ├── evil_names_proto3.proto │ │ │ │ ├── example_extensible_message.proto │ │ │ │ └── multiple_files_proto3.proto │ │ ├── lite.md │ │ ├── lite │ │ │ ├── BUILD │ │ │ ├── generate-sources-build.xml │ │ │ ├── generate-test-sources-build.xml │ │ │ ├── lite.awk │ │ │ ├── pom.xml │ │ │ ├── pom_template.xml │ │ │ ├── process-lite-sources-build.xml │ │ │ ├── proguard.pgcfg │ │ │ └── src │ │ │ │ └── test │ │ │ │ └── java │ │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ ├── LiteTest.java │ │ │ │ └── Proto2MessageLiteInfoFactory.java │ │ ├── pom.xml │ │ └── util │ │ │ ├── BUILD │ │ │ ├── pom.xml │ │ │ ├── pom_template.xml │ │ │ └── src │ │ │ ├── main │ │ │ └── java │ │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ └── util │ │ │ │ ├── Durations.java │ │ │ │ ├── FieldMaskTree.java │ │ │ │ ├── FieldMaskUtil.java │ │ │ │ ├── JsonFormat.java │ │ │ │ ├── Structs.java │ │ │ │ ├── Timestamps.java │ │ │ │ └── Values.java │ │ │ └── test │ │ │ ├── java │ │ │ └── com │ │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ └── util │ │ │ │ ├── FieldMaskTreeTest.java │ │ │ │ ├── FieldMaskUtilTest.java │ │ │ │ ├── JsonFormatTest.java │ │ │ │ ├── StructsTest.java │ │ │ │ └── ValuesTest.java │ │ │ └── proto │ │ │ └── com │ │ │ └── google │ │ │ └── protobuf │ │ │ └── util │ │ │ └── json_test.proto │ ├── js │ │ ├── README.md │ │ ├── binary │ │ │ ├── arith.js │ │ │ ├── arith_test.js │ │ │ ├── constants.js │ │ │ ├── decoder.js │ │ │ ├── decoder_test.js │ │ │ ├── encoder.js │ │ │ ├── message_test.js │ │ │ ├── proto_test.js │ │ │ ├── reader.js │ │ │ ├── reader_test.js │ │ │ ├── utils.js │ │ │ ├── utils_test.js │ │ │ ├── writer.js │ │ │ └── writer_test.js │ │ ├── commonjs │ │ │ ├── export.js │ │ │ ├── export_asserts.js │ │ │ ├── export_testdeps.js │ │ │ ├── import_test.js │ │ │ ├── jasmine.json │ │ │ ├── rewrite_tests_for_commonjs.js │ │ │ ├── strict_test.js │ │ │ ├── test6 │ │ │ │ └── test6.proto │ │ │ └── test7 │ │ │ │ └── test7.proto │ │ ├── compatibility_tests │ │ │ ├── v3.0.0 │ │ │ │ ├── binary │ │ │ │ │ ├── arith_test.js │ │ │ │ │ ├── decoder_test.js │ │ │ │ │ ├── proto_test.js │ │ │ │ │ ├── reader_test.js │ │ │ │ │ ├── utils_test.js │ │ │ │ │ └── writer_test.js │ │ │ │ ├── commonjs │ │ │ │ │ ├── export_asserts.js │ │ │ │ │ ├── export_testdeps.js │ │ │ │ │ ├── import_test.js │ │ │ │ │ ├── jasmine.json │ │ │ │ │ ├── rewrite_tests_for_commonjs.js │ │ │ │ │ ├── test6 │ │ │ │ │ │ └── test6.proto │ │ │ │ │ └── test7 │ │ │ │ │ │ └── test7.proto │ │ │ │ ├── data.proto │ │ │ │ ├── debug_test.js │ │ │ │ ├── jasmine1.json │ │ │ │ ├── jasmine2.json │ │ │ │ ├── jasmine3.json │ │ │ │ ├── message_test.js │ │ │ │ ├── proto3_test.js │ │ │ │ ├── proto3_test.proto │ │ │ │ ├── test.proto │ │ │ │ ├── test.sh │ │ │ │ ├── test2.proto │ │ │ │ ├── test3.proto │ │ │ │ ├── test4.proto │ │ │ │ ├── test5.proto │ │ │ │ ├── testbinary.proto │ │ │ │ └── testempty.proto │ │ │ └── v3.1.0 │ │ │ │ ├── binary │ │ │ │ ├── arith_test.js │ │ │ │ ├── decoder_test.js │ │ │ │ ├── proto_test.js │ │ │ │ ├── reader_test.js │ │ │ │ ├── utils_test.js │ │ │ │ └── writer_test.js │ │ │ │ ├── commonjs │ │ │ │ ├── test6 │ │ │ │ │ └── test6.proto │ │ │ │ └── test7 │ │ │ │ │ └── test7.proto │ │ │ │ ├── data.proto │ │ │ │ ├── debug_test.js │ │ │ │ ├── maps_test.js │ │ │ │ ├── message_test.js │ │ │ │ ├── proto3_test.js │ │ │ │ ├── proto3_test.proto │ │ │ │ ├── test.proto │ │ │ │ ├── test2.proto │ │ │ │ ├── test3.proto │ │ │ │ ├── test4.proto │ │ │ │ ├── test5.proto │ │ │ │ ├── testbinary.proto │ │ │ │ └── testempty.proto │ │ ├── data.proto │ │ ├── debug.js │ │ ├── debug_test.js │ │ ├── experimental │ │ │ ├── benchmarks │ │ │ │ └── code_size │ │ │ │ │ ├── apps_jspb │ │ │ │ │ ├── all_types_proto2.js │ │ │ │ │ ├── all_types_proto3.js │ │ │ │ │ ├── popular_types_proto2.js │ │ │ │ │ └── popular_types_proto3.js │ │ │ │ │ ├── code_size_base.js │ │ │ │ │ └── kernel │ │ │ │ │ ├── all_types.js │ │ │ │ │ └── popular_types.js │ │ │ └── runtime │ │ │ │ ├── bytestring.js │ │ │ │ ├── bytestring_internal.js │ │ │ │ ├── bytestring_test.js │ │ │ │ ├── int64.js │ │ │ │ ├── int64_test.js │ │ │ │ ├── internal │ │ │ │ ├── checks.js │ │ │ │ └── checks_test.js │ │ │ │ ├── kernel │ │ │ │ ├── binary_storage.js │ │ │ │ ├── binary_storage_test.js │ │ │ │ ├── bool_test_pairs.js │ │ │ │ ├── buffer_decoder.js │ │ │ │ ├── buffer_decoder_helper.js │ │ │ │ ├── buffer_decoder_test.js │ │ │ │ ├── conformance │ │ │ │ │ ├── conformance_request.js │ │ │ │ │ ├── conformance_response.js │ │ │ │ │ ├── conformance_testee.js │ │ │ │ │ ├── conformance_testee_runner_node.js │ │ │ │ │ ├── test_all_types_proto2.js │ │ │ │ │ ├── test_all_types_proto3.js │ │ │ │ │ └── wire_format.js │ │ │ │ ├── double_test_pairs.js │ │ │ │ ├── field.js │ │ │ │ ├── fixed32_test_pairs.js │ │ │ │ ├── float_test_pairs.js │ │ │ │ ├── indexer.js │ │ │ │ ├── indexer_test.js │ │ │ │ ├── int32_test_pairs.js │ │ │ │ ├── int64_test_pairs.js │ │ │ │ ├── internal_message.js │ │ │ │ ├── kernel.js │ │ │ │ ├── kernel_compatibility_test.js │ │ │ │ ├── kernel_repeated_test.js │ │ │ │ ├── kernel_test.js │ │ │ │ ├── message_set.js │ │ │ │ ├── message_set_test.js │ │ │ │ ├── packed_bool_test_pairs.js │ │ │ │ ├── packed_double_test_pairs.js │ │ │ │ ├── packed_fixed32_test_pairs.js │ │ │ │ ├── packed_float_test_pairs.js │ │ │ │ ├── packed_int32_test_pairs.js │ │ │ │ ├── packed_int64_test_pairs.js │ │ │ │ ├── packed_sfixed32_test_pairs.js │ │ │ │ ├── packed_sfixed64_test_pairs.js │ │ │ │ ├── packed_sint32_test_pairs.js │ │ │ │ ├── packed_sint64_test_pairs.js │ │ │ │ ├── packed_uint32_test_pairs.js │ │ │ │ ├── reader.js │ │ │ │ ├── reader_test.js │ │ │ │ ├── sfixed32_test_pairs.js │ │ │ │ ├── sfixed64_test_pairs.js │ │ │ │ ├── sint32_test_pairs.js │ │ │ │ ├── sint64_test_pairs.js │ │ │ │ ├── storage.js │ │ │ │ ├── tag.js │ │ │ │ ├── tag_test.js │ │ │ │ ├── textencoding.js │ │ │ │ ├── textencoding_test.js │ │ │ │ ├── typed_arrays.js │ │ │ │ ├── typed_arrays_test.js │ │ │ │ ├── uint32_test_pairs.js │ │ │ │ ├── uint8arrays.js │ │ │ │ ├── uint8arrays_test.js │ │ │ │ ├── wire_type.js │ │ │ │ ├── writer.js │ │ │ │ └── writer_test.js │ │ │ │ └── testing │ │ │ │ ├── binary │ │ │ │ └── test_message.js │ │ │ │ ├── ensure_custom_equality_test.js │ │ │ │ └── jasmine_protobuf.js │ │ ├── gulpfile.js │ │ ├── jasmine.json │ │ ├── map.js │ │ ├── maps_test.js │ │ ├── message.js │ │ ├── message_test.js │ │ ├── node_loader.js │ │ ├── package.json │ │ ├── proto3_test.js │ │ ├── proto3_test.proto │ │ ├── test.proto │ │ ├── test10.proto │ │ ├── test11.proto │ │ ├── test12.proto │ │ ├── test13.proto │ │ ├── test14.proto │ │ ├── test15.proto │ │ ├── test2.proto │ │ ├── test3.proto │ │ ├── test4.proto │ │ ├── test5.proto │ │ ├── test8.proto │ │ ├── test9.proto │ │ ├── test_bootstrap.js │ │ ├── testbinary.proto │ │ ├── testempty.proto │ │ └── testlargenumbers.proto │ ├── kokoro │ │ ├── README.md │ │ ├── docs │ │ │ ├── common.cfg │ │ │ ├── publish-python.sh │ │ │ ├── python.cfg │ │ │ └── trampoline.sh │ │ ├── linux │ │ │ ├── 32-bit │ │ │ │ ├── Dockerfile │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── 64-bit │ │ │ │ └── Dockerfile │ │ │ ├── aarch64 │ │ │ │ ├── cpp_crosscompile_and_run_tests_with_qemu_aarch64.sh │ │ │ │ ├── dockcross_helpers │ │ │ │ │ ├── run_dockcross_linux_aarch64.sh │ │ │ │ │ └── run_dockcross_manylinux2014_aarch64.sh │ │ │ │ ├── javascript_build_and_run_tests_with_qemu_aarch64.sh │ │ │ │ ├── php_build_and_run_tests_with_qemu_aarch64.sh │ │ │ │ ├── protoc_crosscompile_aarch64.sh │ │ │ │ ├── python_crosscompile_aarch64.sh │ │ │ │ ├── python_run_tests_with_qemu_aarch64.sh │ │ │ │ ├── qemu_helpers │ │ │ │ │ └── prepare_qemu.sh │ │ │ │ ├── ruby_build_and_run_tests_with_qemu_aarch64.sh │ │ │ │ ├── test_cpp_aarch64.sh │ │ │ │ ├── test_csharp_aarch64.sh │ │ │ │ ├── test_java_aarch64.sh │ │ │ │ ├── test_javascript_aarch64.sh │ │ │ │ ├── test_php_aarch64.sh │ │ │ │ ├── test_python_aarch64.sh │ │ │ │ ├── test_ruby_aarch64.sh │ │ │ │ └── testimage_protobuf_php_arm64v8 │ │ │ │ │ └── Dockerfile │ │ │ ├── bazel │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── benchmark │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── run.sh │ │ │ ├── build_and_run_docker.sh │ │ │ ├── cpp_aarch64 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── cpp_distcheck │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── cpp_tcmalloc │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── csharp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── csharp_aarch64 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── dist_install │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── dockerfile │ │ │ │ ├── push_testing_images.sh │ │ │ │ └── test │ │ │ │ │ ├── cpp_tcmalloc │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── csharp │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── java_stretch │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── javascript │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── php │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── php80 │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── php_32bit │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── python310 │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── python35 │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── python36 │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── python37 │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── python38 │ │ │ │ │ └── Dockerfile │ │ │ │ │ ├── python39 │ │ │ │ │ └── Dockerfile │ │ │ │ │ └── ruby │ │ │ │ │ └── Dockerfile │ │ │ ├── golang │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── java_aarch64 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── java_jdk7 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── java_linkage_monitor │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── java_oracle7 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── javascript │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── javascript_aarch64 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── jruby92 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── jruby93 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── make_test_output.py │ │ │ ├── php80 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── php_aarch64 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── php_all │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── pull_request_in_docker.sh │ │ │ ├── python27 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python27_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python310 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python310_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python35 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python35_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python36 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python36_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python37 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python37_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python38 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python38_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python39 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python39_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python_aarch64 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python_compatibility │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby23 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby24 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby25 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby26 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby27 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby30 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ └── ruby_aarch64 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ ├── macos │ │ │ ├── cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── cpp_distcheck │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── javascript │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── objectivec_cocoapods_integration │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── objectivec_ios_debug │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── objectivec_ios_release │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── objectivec_osx │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── php7.0_mac │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── php7.3_mac │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── prepare_build_macos_rc │ │ │ ├── python │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── python_cpp │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby23 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby24 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby25 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby26 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ ├── ruby27 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ │ └── ruby30 │ │ │ │ ├── build.sh │ │ │ │ ├── continuous.cfg │ │ │ │ └── presubmit.cfg │ │ ├── release │ │ │ ├── collect_all_artifacts.cfg │ │ │ ├── collect_all_artifacts.sh │ │ │ ├── csharp │ │ │ │ └── windows │ │ │ │ │ ├── build_nuget.bat │ │ │ │ │ ├── continuous.cfg │ │ │ │ │ ├── presubmit.cfg │ │ │ │ │ └── release.cfg │ │ │ ├── python │ │ │ │ ├── linux │ │ │ │ │ ├── build_artifacts.sh │ │ │ │ │ ├── config.sh │ │ │ │ │ ├── continuous.cfg │ │ │ │ │ ├── presubmit.cfg │ │ │ │ │ └── release.cfg │ │ │ │ ├── macos │ │ │ │ │ ├── build_artifacts.sh │ │ │ │ │ ├── config.sh │ │ │ │ │ ├── continuous.cfg │ │ │ │ │ ├── presubmit.cfg │ │ │ │ │ └── release.cfg │ │ │ │ └── windows │ │ │ │ │ ├── build_artifacts.bat │ │ │ │ │ ├── build_single_artifact.bat │ │ │ │ │ ├── continuous.cfg │ │ │ │ │ ├── install_python_interpreters.ps1 │ │ │ │ │ ├── presubmit.cfg │ │ │ │ │ └── release.cfg │ │ │ └── ruby │ │ │ │ ├── linux │ │ │ │ ├── build_artifacts.sh │ │ │ │ ├── continuous.cfg │ │ │ │ ├── prepare_build.sh │ │ │ │ ├── presubmit.cfg │ │ │ │ ├── release.cfg │ │ │ │ └── ruby │ │ │ │ │ ├── ruby_build.sh │ │ │ │ │ └── ruby_build_environment.sh │ │ │ │ └── macos │ │ │ │ ├── build_artifacts.sh │ │ │ │ ├── continuous.cfg │ │ │ │ ├── presubmit.cfg │ │ │ │ ├── release.cfg │ │ │ │ └── ruby │ │ │ │ ├── ruby_build.sh │ │ │ │ └── ruby_build_environment.sh │ │ └── windows │ │ │ └── csharp │ │ │ ├── build.bat │ │ │ ├── continuous.cfg │ │ │ └── presubmit.cfg │ ├── m4 │ │ ├── ac_system_extensions.m4 │ │ ├── acx_check_suncc.m4 │ │ ├── ax_cxx_compile_stdcxx.m4 │ │ ├── ax_prog_cc_for_build.m4 │ │ ├── ax_prog_cxx_for_build.m4 │ │ ├── ax_pthread.m4 │ │ └── stl_hash.m4 │ ├── maven_install.json │ ├── objectivec │ │ ├── .clang-format │ │ ├── .gitignore │ │ ├── BUILD │ │ ├── DevTools │ │ │ ├── check_version_stamps.sh │ │ │ ├── compile_testing_protos.sh │ │ │ ├── full_mac_build.sh │ │ │ ├── pddm.py │ │ │ └── pddm_tests.py │ │ ├── GPBAny.pbobjc.h │ │ ├── GPBAny.pbobjc.m │ │ ├── GPBApi.pbobjc.h │ │ ├── GPBApi.pbobjc.m │ │ ├── GPBArray.h │ │ ├── GPBArray.m │ │ ├── GPBArray_PackagePrivate.h │ │ ├── GPBBootstrap.h │ │ ├── GPBCodedInputStream.h │ │ ├── GPBCodedInputStream.m │ │ ├── GPBCodedInputStream_PackagePrivate.h │ │ ├── GPBCodedOutputStream.h │ │ ├── GPBCodedOutputStream.m │ │ ├── GPBCodedOutputStream_PackagePrivate.h │ │ ├── GPBDescriptor.h │ │ ├── GPBDescriptor.m │ │ ├── GPBDescriptor_PackagePrivate.h │ │ ├── GPBDictionary.h │ │ ├── GPBDictionary.m │ │ ├── GPBDictionary_PackagePrivate.h │ │ ├── GPBDuration.pbobjc.h │ │ ├── GPBDuration.pbobjc.m │ │ ├── GPBEmpty.pbobjc.h │ │ ├── GPBEmpty.pbobjc.m │ │ ├── GPBExtensionInternals.h │ │ ├── GPBExtensionInternals.m │ │ ├── GPBExtensionRegistry.h │ │ ├── GPBExtensionRegistry.m │ │ ├── GPBFieldMask.pbobjc.h │ │ ├── GPBFieldMask.pbobjc.m │ │ ├── GPBMessage.h │ │ ├── GPBMessage.m │ │ ├── GPBMessage_PackagePrivate.h │ │ ├── GPBProtocolBuffers.h │ │ ├── GPBProtocolBuffers.m │ │ ├── GPBProtocolBuffers_RuntimeSupport.h │ │ ├── GPBRootObject.h │ │ ├── GPBRootObject.m │ │ ├── GPBRootObject_PackagePrivate.h │ │ ├── GPBRuntimeTypes.h │ │ ├── GPBSourceContext.pbobjc.h │ │ ├── GPBSourceContext.pbobjc.m │ │ ├── GPBStruct.pbobjc.h │ │ ├── GPBStruct.pbobjc.m │ │ ├── GPBTimestamp.pbobjc.h │ │ ├── GPBTimestamp.pbobjc.m │ │ ├── GPBType.pbobjc.h │ │ ├── GPBType.pbobjc.m │ │ ├── GPBUnknownField.h │ │ ├── GPBUnknownField.m │ │ ├── GPBUnknownFieldSet.h │ │ ├── GPBUnknownFieldSet.m │ │ ├── GPBUnknownFieldSet_PackagePrivate.h │ │ ├── GPBUnknownField_PackagePrivate.h │ │ ├── GPBUtilities.h │ │ ├── GPBUtilities.m │ │ ├── GPBUtilities_PackagePrivate.h │ │ ├── GPBWellKnownTypes.h │ │ ├── GPBWellKnownTypes.m │ │ ├── GPBWireFormat.h │ │ ├── GPBWireFormat.m │ │ ├── GPBWrappers.pbobjc.h │ │ ├── GPBWrappers.pbobjc.m │ │ ├── ProtocolBuffers_OSX.xcodeproj │ │ │ ├── project.pbxproj │ │ │ ├── project.xcworkspace │ │ │ │ ├── contents.xcworkspacedata │ │ │ │ └── xcshareddata │ │ │ │ │ ├── IDEWorkspaceChecks.plist │ │ │ │ │ └── WorkspaceSettings.xcsettings │ │ │ └── xcshareddata │ │ │ │ └── xcschemes │ │ │ │ ├── PerformanceTests.xcscheme │ │ │ │ └── ProtocolBuffers.xcscheme │ │ ├── ProtocolBuffers_iOS.xcodeproj │ │ │ ├── project.pbxproj │ │ │ ├── project.xcworkspace │ │ │ │ ├── contents.xcworkspacedata │ │ │ │ └── xcshareddata │ │ │ │ │ ├── IDEWorkspaceChecks.plist │ │ │ │ │ └── WorkspaceSettings.xcsettings │ │ │ └── xcshareddata │ │ │ │ └── xcschemes │ │ │ │ ├── PerformanceTests.xcscheme │ │ │ │ └── ProtocolBuffers.xcscheme │ │ ├── ProtocolBuffers_tvOS.xcodeproj │ │ │ ├── project.pbxproj │ │ │ ├── project.xcworkspace │ │ │ │ ├── contents.xcworkspacedata │ │ │ │ └── xcshareddata │ │ │ │ │ ├── IDEWorkspaceChecks.plist │ │ │ │ │ └── WorkspaceSettings.xcsettings │ │ │ └── xcshareddata │ │ │ │ └── xcschemes │ │ │ │ ├── PerformanceTests.xcscheme │ │ │ │ └── ProtocolBuffers.xcscheme │ │ ├── README.md │ │ ├── Tests │ │ │ ├── CocoaPods │ │ │ │ ├── OSXCocoaPodsTester │ │ │ │ │ ├── OSXCocoaPodsTester.xcodeproj │ │ │ │ │ │ ├── project.pbxproj │ │ │ │ │ │ ├── project.xcworkspace │ │ │ │ │ │ │ └── contents.xcworkspacedata │ │ │ │ │ │ └── xcshareddata │ │ │ │ │ │ │ └── xcschemes │ │ │ │ │ │ │ └── OSXCocoaPodsTester.xcscheme │ │ │ │ │ ├── OSXCocoaPodsTester │ │ │ │ │ │ ├── AppDelegate.h │ │ │ │ │ │ ├── AppDelegate.m │ │ │ │ │ │ ├── Assets.xcassets │ │ │ │ │ │ │ └── AppIcon.appiconset │ │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── Base.lproj │ │ │ │ │ │ │ └── MainMenu.xib │ │ │ │ │ │ ├── Info.plist │ │ │ │ │ │ └── main.m │ │ │ │ │ ├── Podfile-framework │ │ │ │ │ └── Podfile-static │ │ │ │ ├── README.md │ │ │ │ ├── iOSCocoaPodsTester │ │ │ │ │ ├── Podfile-framework │ │ │ │ │ ├── Podfile-static │ │ │ │ │ ├── iOSCocoaPodsTester.xcodeproj │ │ │ │ │ │ ├── project.pbxproj │ │ │ │ │ │ ├── project.xcworkspace │ │ │ │ │ │ │ └── contents.xcworkspacedata │ │ │ │ │ │ └── xcshareddata │ │ │ │ │ │ │ └── xcschemes │ │ │ │ │ │ │ └── iOSCocoaPodsTester.xcscheme │ │ │ │ │ └── iOSCocoaPodsTester │ │ │ │ │ │ ├── AppDelegate.h │ │ │ │ │ │ ├── AppDelegate.m │ │ │ │ │ │ ├── Assets.xcassets │ │ │ │ │ │ └── AppIcon.appiconset │ │ │ │ │ │ │ └── Contents.json │ │ │ │ │ │ ├── Base.lproj │ │ │ │ │ │ ├── LaunchScreen.storyboard │ │ │ │ │ │ └── Main.storyboard │ │ │ │ │ │ ├── Info.plist │ │ │ │ │ │ ├── ViewController.h │ │ │ │ │ │ ├── ViewController.m │ │ │ │ │ │ └── main.m │ │ │ │ └── run_tests.sh │ │ │ ├── GPBARCUnittestProtos.m │ │ │ ├── GPBArrayTests.m │ │ │ ├── GPBCodedInputStreamTests.m │ │ │ ├── GPBCodedOuputStreamTests.m │ │ │ ├── GPBCompileTest01.m │ │ │ ├── GPBCompileTest02.m │ │ │ ├── GPBCompileTest03.m │ │ │ ├── GPBCompileTest04.m │ │ │ ├── GPBCompileTest05.m │ │ │ ├── GPBCompileTest06.m │ │ │ ├── GPBCompileTest07.m │ │ │ ├── GPBCompileTest08.m │ │ │ ├── GPBCompileTest09.m │ │ │ ├── GPBCompileTest10.m │ │ │ ├── GPBCompileTest11.m │ │ │ ├── GPBCompileTest12.m │ │ │ ├── GPBCompileTest13.m │ │ │ ├── GPBCompileTest14.m │ │ │ ├── GPBCompileTest15.m │ │ │ ├── GPBCompileTest16.m │ │ │ ├── GPBCompileTest17.m │ │ │ ├── GPBCompileTest18.m │ │ │ ├── GPBCompileTest19.m │ │ │ ├── GPBCompileTest20.m │ │ │ ├── GPBCompileTest21.m │ │ │ ├── GPBCompileTest22.m │ │ │ ├── GPBCompileTest23.m │ │ │ ├── GPBCompileTest24.m │ │ │ ├── GPBCompileTest25.m │ │ │ ├── GPBConcurrencyTests.m │ │ │ ├── GPBDescriptorTests.m │ │ │ ├── GPBDictionaryTests+Bool.m │ │ │ ├── GPBDictionaryTests+Int32.m │ │ │ ├── GPBDictionaryTests+Int64.m │ │ │ ├── GPBDictionaryTests+String.m │ │ │ ├── GPBDictionaryTests+UInt32.m │ │ │ ├── GPBDictionaryTests+UInt64.m │ │ │ ├── GPBDictionaryTests.m │ │ │ ├── GPBDictionaryTests.pddm │ │ │ ├── GPBExtensionRegistryTest.m │ │ │ ├── GPBMessageTests+ClassNames.m │ │ │ ├── GPBMessageTests+Merge.m │ │ │ ├── GPBMessageTests+Runtime.m │ │ │ ├── GPBMessageTests+Serialization.m │ │ │ ├── GPBMessageTests.m │ │ │ ├── GPBObjectiveCPlusPlusTest.mm │ │ │ ├── GPBPerfTests.m │ │ │ ├── GPBSwiftTests.swift │ │ │ ├── GPBTestUtilities.h │ │ │ ├── GPBTestUtilities.m │ │ │ ├── GPBUnittestProtos.m │ │ │ ├── GPBUnittestProtos2.m │ │ │ ├── GPBUnknownFieldSetTest.m │ │ │ ├── GPBUtilitiesTests.m │ │ │ ├── GPBWellKnownTypesTest.m │ │ │ ├── GPBWireFormatTests.m │ │ │ ├── UnitTests-Bridging-Header.h │ │ │ ├── UnitTests-Info.plist │ │ │ ├── golden_message │ │ │ ├── golden_packed_fields_message │ │ │ ├── text_format_extensions_unittest_data.txt │ │ │ ├── text_format_map_unittest_data.txt │ │ │ ├── text_format_unittest_data.txt │ │ │ ├── unittest_cycle.proto │ │ │ ├── unittest_deprecated.proto │ │ │ ├── unittest_deprecated_file.proto │ │ │ ├── unittest_extension_chain_a.proto │ │ │ ├── unittest_extension_chain_b.proto │ │ │ ├── unittest_extension_chain_c.proto │ │ │ ├── unittest_extension_chain_d.proto │ │ │ ├── unittest_extension_chain_e.proto │ │ │ ├── unittest_extension_chain_f.proto │ │ │ ├── unittest_extension_chain_g.proto │ │ │ ├── unittest_objc.proto │ │ │ ├── unittest_objc_options.proto │ │ │ ├── unittest_objc_startup.proto │ │ │ ├── unittest_runtime_proto2.proto │ │ │ └── unittest_runtime_proto3.proto │ │ ├── generate_well_known_types.sh │ │ └── google │ │ │ └── protobuf │ │ │ ├── Any.pbobjc.h │ │ │ ├── Api.pbobjc.h │ │ │ ├── Duration.pbobjc.h │ │ │ ├── Empty.pbobjc.h │ │ │ ├── FieldMask.pbobjc.h │ │ │ ├── SourceContext.pbobjc.h │ │ │ ├── Struct.pbobjc.h │ │ │ ├── Timestamp.pbobjc.h │ │ │ ├── Type.pbobjc.h │ │ │ └── Wrappers.pbobjc.h │ ├── php │ │ ├── README.md │ │ ├── REFCOUNTING.md │ │ ├── composer.json │ │ ├── ext │ │ │ └── google │ │ │ │ └── protobuf │ │ │ │ ├── arena.c │ │ │ │ ├── arena.h │ │ │ │ ├── array.c │ │ │ │ ├── array.h │ │ │ │ ├── config.m4 │ │ │ │ ├── convert.c │ │ │ │ ├── convert.h │ │ │ │ ├── def.c │ │ │ │ ├── def.h │ │ │ │ ├── map.c │ │ │ │ ├── map.h │ │ │ │ ├── message.c │ │ │ │ ├── message.h │ │ │ │ ├── names.c │ │ │ │ ├── names.h │ │ │ │ ├── package.xml │ │ │ │ ├── php-upb.c │ │ │ │ ├── php-upb.h │ │ │ │ ├── protobuf.c │ │ │ │ ├── protobuf.h │ │ │ │ └── wkt.inc │ │ ├── generate_descriptor_protos.sh │ │ ├── generate_test_protos.sh │ │ ├── release.sh │ │ ├── src │ │ │ ├── GPBMetadata │ │ │ │ └── Google │ │ │ │ │ └── Protobuf │ │ │ │ │ ├── Any.php │ │ │ │ │ ├── Api.php │ │ │ │ │ ├── Duration.php │ │ │ │ │ ├── FieldMask.php │ │ │ │ │ ├── GPBEmpty.php │ │ │ │ │ ├── Internal │ │ │ │ │ └── Descriptor.php │ │ │ │ │ ├── SourceContext.php │ │ │ │ │ ├── Struct.php │ │ │ │ │ ├── Timestamp.php │ │ │ │ │ ├── Type.php │ │ │ │ │ └── Wrappers.php │ │ │ ├── Google │ │ │ │ └── Protobuf │ │ │ │ │ ├── Any.php │ │ │ │ │ ├── Api.php │ │ │ │ │ ├── BoolValue.php │ │ │ │ │ ├── BytesValue.php │ │ │ │ │ ├── DescriptorPool.php │ │ │ │ │ ├── DoubleValue.php │ │ │ │ │ ├── Duration.php │ │ │ │ │ ├── Enum.php │ │ │ │ │ ├── EnumDescriptor.php │ │ │ │ │ ├── EnumValue.php │ │ │ │ │ ├── EnumValueDescriptor.php │ │ │ │ │ ├── Field.php │ │ │ │ │ ├── Field │ │ │ │ │ ├── Cardinality.php │ │ │ │ │ └── Kind.php │ │ │ │ │ ├── FieldDescriptor.php │ │ │ │ │ ├── FieldMask.php │ │ │ │ │ ├── Field_Cardinality.php │ │ │ │ │ ├── Field_Kind.php │ │ │ │ │ ├── FloatValue.php │ │ │ │ │ ├── GPBEmpty.php │ │ │ │ │ ├── Int32Value.php │ │ │ │ │ ├── Int64Value.php │ │ │ │ │ ├── Internal │ │ │ │ │ ├── AnyBase.php │ │ │ │ │ ├── CodedInputStream.php │ │ │ │ │ ├── CodedOutputStream.php │ │ │ │ │ ├── Descriptor.php │ │ │ │ │ ├── DescriptorPool.php │ │ │ │ │ ├── DescriptorProto.php │ │ │ │ │ ├── DescriptorProto │ │ │ │ │ │ ├── ExtensionRange.php │ │ │ │ │ │ └── ReservedRange.php │ │ │ │ │ ├── DescriptorProto_ExtensionRange.php │ │ │ │ │ ├── DescriptorProto_ReservedRange.php │ │ │ │ │ ├── EnumBuilderContext.php │ │ │ │ │ ├── EnumDescriptor.php │ │ │ │ │ ├── EnumDescriptorProto.php │ │ │ │ │ ├── EnumDescriptorProto │ │ │ │ │ │ └── EnumReservedRange.php │ │ │ │ │ ├── EnumDescriptorProto_EnumReservedRange.php │ │ │ │ │ ├── EnumOptions.php │ │ │ │ │ ├── EnumValueDescriptorProto.php │ │ │ │ │ ├── EnumValueOptions.php │ │ │ │ │ ├── ExtensionRangeOptions.php │ │ │ │ │ ├── FieldDescriptor.php │ │ │ │ │ ├── FieldDescriptorProto.php │ │ │ │ │ ├── FieldDescriptorProto │ │ │ │ │ │ ├── Label.php │ │ │ │ │ │ └── Type.php │ │ │ │ │ ├── FieldDescriptorProto_Label.php │ │ │ │ │ ├── FieldDescriptorProto_Type.php │ │ │ │ │ ├── FieldOptions.php │ │ │ │ │ ├── FieldOptions │ │ │ │ │ │ ├── CType.php │ │ │ │ │ │ └── JSType.php │ │ │ │ │ ├── FieldOptions_CType.php │ │ │ │ │ ├── FieldOptions_JSType.php │ │ │ │ │ ├── FileDescriptor.php │ │ │ │ │ ├── FileDescriptorProto.php │ │ │ │ │ ├── FileDescriptorSet.php │ │ │ │ │ ├── FileOptions.php │ │ │ │ │ ├── FileOptions │ │ │ │ │ │ └── OptimizeMode.php │ │ │ │ │ ├── FileOptions_OptimizeMode.php │ │ │ │ │ ├── GPBDecodeException.php │ │ │ │ │ ├── GPBJsonWire.php │ │ │ │ │ ├── GPBLabel.php │ │ │ │ │ ├── GPBType.php │ │ │ │ │ ├── GPBUtil.php │ │ │ │ │ ├── GPBWire.php │ │ │ │ │ ├── GPBWireType.php │ │ │ │ │ ├── GeneratedCodeInfo.php │ │ │ │ │ ├── GeneratedCodeInfo │ │ │ │ │ │ └── Annotation.php │ │ │ │ │ ├── GeneratedCodeInfo_Annotation.php │ │ │ │ │ ├── GetPublicDescriptorTrait.php │ │ │ │ │ ├── HasPublicDescriptorTrait.php │ │ │ │ │ ├── MapEntry.php │ │ │ │ │ ├── MapField.php │ │ │ │ │ ├── MapFieldIter.php │ │ │ │ │ ├── Message.php │ │ │ │ │ ├── MessageBuilderContext.php │ │ │ │ │ ├── MessageOptions.php │ │ │ │ │ ├── MethodDescriptorProto.php │ │ │ │ │ ├── MethodOptions.php │ │ │ │ │ ├── MethodOptions │ │ │ │ │ │ └── IdempotencyLevel.php │ │ │ │ │ ├── MethodOptions_IdempotencyLevel.php │ │ │ │ │ ├── OneofDescriptor.php │ │ │ │ │ ├── OneofDescriptorProto.php │ │ │ │ │ ├── OneofField.php │ │ │ │ │ ├── OneofOptions.php │ │ │ │ │ ├── RawInputStream.php │ │ │ │ │ ├── RepeatedField.php │ │ │ │ │ ├── RepeatedFieldIter.php │ │ │ │ │ ├── ServiceDescriptorProto.php │ │ │ │ │ ├── ServiceOptions.php │ │ │ │ │ ├── SourceCodeInfo.php │ │ │ │ │ ├── SourceCodeInfo │ │ │ │ │ │ └── Location.php │ │ │ │ │ ├── SourceCodeInfo_Location.php │ │ │ │ │ ├── TimestampBase.php │ │ │ │ │ ├── UninterpretedOption.php │ │ │ │ │ ├── UninterpretedOption │ │ │ │ │ │ └── NamePart.php │ │ │ │ │ └── UninterpretedOption_NamePart.php │ │ │ │ │ ├── ListValue.php │ │ │ │ │ ├── Method.php │ │ │ │ │ ├── Mixin.php │ │ │ │ │ ├── NullValue.php │ │ │ │ │ ├── OneofDescriptor.php │ │ │ │ │ ├── Option.php │ │ │ │ │ ├── SourceContext.php │ │ │ │ │ ├── StringValue.php │ │ │ │ │ ├── Struct.php │ │ │ │ │ ├── Syntax.php │ │ │ │ │ ├── Timestamp.php │ │ │ │ │ ├── Type.php │ │ │ │ │ ├── UInt32Value.php │ │ │ │ │ ├── UInt64Value.php │ │ │ │ │ ├── Value.php │ │ │ │ │ └── descriptor.php │ │ │ └── phpdoc.dist.xml │ │ └── tests │ │ │ ├── ArrayTest.php │ │ │ ├── DescriptorsTest.php │ │ │ ├── EncodeDecodeTest.php │ │ │ ├── GeneratedClassTest.php │ │ │ ├── GeneratedPhpdocTest.php │ │ │ ├── GeneratedServiceTest.php │ │ │ ├── MapFieldTest.php │ │ │ ├── PhpImplementationTest.php │ │ │ ├── WellKnownTest.php │ │ │ ├── WrapperTypeSettersTest.php │ │ │ ├── compatibility_test.sh │ │ │ ├── compile_extension.sh │ │ │ ├── force_c_ext.php │ │ │ ├── gdb_test.sh │ │ │ ├── memory_leak_test.php │ │ │ ├── memory_leak_test.sh │ │ │ ├── multirequest.php │ │ │ ├── multirequest.sh │ │ │ ├── proto │ │ │ ├── empty │ │ │ │ └── echo.proto │ │ │ ├── test.proto │ │ │ ├── test_descriptors.proto │ │ │ ├── test_empty_php_namespace.proto │ │ │ ├── test_import_descriptor_proto.proto │ │ │ ├── test_include.proto │ │ │ ├── test_no_namespace.proto │ │ │ ├── test_php_namespace.proto │ │ │ ├── test_prefix.proto │ │ │ ├── test_reserved_enum_lower.proto │ │ │ ├── test_reserved_enum_upper.proto │ │ │ ├── test_reserved_enum_value_lower.proto │ │ │ ├── test_reserved_enum_value_upper.proto │ │ │ ├── test_reserved_message_lower.proto │ │ │ ├── test_reserved_message_upper.proto │ │ │ ├── test_service.proto │ │ │ ├── test_service_namespace.proto │ │ │ └── test_wrapper_type_setters.proto │ │ │ ├── test_base.php │ │ │ ├── test_util.php │ │ │ └── valgrind.supp │ ├── post_process_dist.sh │ ├── protobuf-lite.pc.in │ ├── protobuf.bzl │ ├── protobuf.pc.in │ ├── protobuf_deps.bzl │ ├── protobuf_version.bzl │ ├── protoc-artifacts │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── build-protoc.sh │ │ ├── build-zip.sh │ │ ├── pom.xml │ │ └── scl-enable-devtoolset.sh │ ├── python │ │ ├── .repo-metadata.json │ │ ├── MANIFEST.in │ │ ├── README.md │ │ ├── docs │ │ │ ├── conf.py │ │ │ ├── environment.yml │ │ │ ├── generate_docs.py │ │ │ ├── google │ │ │ │ ├── protobuf.rst │ │ │ │ └── protobuf │ │ │ │ │ ├── any_pb2.rst │ │ │ │ │ ├── descriptor.rst │ │ │ │ │ ├── descriptor_database.rst │ │ │ │ │ ├── descriptor_pb2.rst │ │ │ │ │ ├── descriptor_pool.rst │ │ │ │ │ ├── duration_pb2.rst │ │ │ │ │ ├── empty_pb2.rst │ │ │ │ │ ├── field_mask_pb2.rst │ │ │ │ │ ├── internal │ │ │ │ │ └── containers.rst │ │ │ │ │ ├── json_format.rst │ │ │ │ │ ├── message.rst │ │ │ │ │ ├── message_factory.rst │ │ │ │ │ ├── proto_builder.rst │ │ │ │ │ ├── reflection.rst │ │ │ │ │ ├── service.rst │ │ │ │ │ ├── service_reflection.rst │ │ │ │ │ ├── struct_pb2.rst │ │ │ │ │ ├── symbol_database.rst │ │ │ │ │ ├── text_encoding.rst │ │ │ │ │ ├── text_format.rst │ │ │ │ │ ├── timestamp_pb2.rst │ │ │ │ │ ├── type_pb2.rst │ │ │ │ │ └── wrappers_pb2.rst │ │ │ ├── index.rst │ │ │ ├── make.bat │ │ │ └── requirements.txt │ │ ├── google │ │ │ ├── __init__.py │ │ │ └── protobuf │ │ │ │ ├── __init__.py │ │ │ │ ├── compiler │ │ │ │ └── __init__.py │ │ │ │ ├── descriptor.py │ │ │ │ ├── descriptor_database.py │ │ │ │ ├── descriptor_pool.py │ │ │ │ ├── internal │ │ │ │ ├── __init__.py │ │ │ │ ├── _parameterized.py │ │ │ │ ├── any_test.proto │ │ │ │ ├── api_implementation.cc │ │ │ │ ├── api_implementation.py │ │ │ │ ├── containers.py │ │ │ │ ├── decoder.py │ │ │ │ ├── descriptor_database_test.py │ │ │ │ ├── descriptor_pool_test.py │ │ │ │ ├── descriptor_pool_test1.proto │ │ │ │ ├── descriptor_pool_test2.proto │ │ │ │ ├── descriptor_test.py │ │ │ │ ├── encoder.py │ │ │ │ ├── enum_type_wrapper.py │ │ │ │ ├── extension_dict.py │ │ │ │ ├── factory_test1.proto │ │ │ │ ├── factory_test2.proto │ │ │ │ ├── file_options_test.proto │ │ │ │ ├── generator_test.py │ │ │ │ ├── import_test_package │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── inner.proto │ │ │ │ │ └── outer.proto │ │ │ │ ├── json_format_test.py │ │ │ │ ├── keywords_test.py │ │ │ │ ├── message_factory_test.py │ │ │ │ ├── message_listener.py │ │ │ │ ├── message_set_extensions.proto │ │ │ │ ├── message_test.py │ │ │ │ ├── missing_enum_values.proto │ │ │ │ ├── more_extensions.proto │ │ │ │ ├── more_extensions_dynamic.proto │ │ │ │ ├── more_messages.proto │ │ │ │ ├── no_package.proto │ │ │ │ ├── packed_field_test.proto │ │ │ │ ├── proto_builder_test.py │ │ │ │ ├── python_message.py │ │ │ │ ├── python_protobuf.cc │ │ │ │ ├── reflection_test.py │ │ │ │ ├── service_reflection_test.py │ │ │ │ ├── symbol_database_test.py │ │ │ │ ├── test_bad_identifiers.proto │ │ │ │ ├── test_proto3_optional.proto │ │ │ │ ├── test_util.py │ │ │ │ ├── testing_refleaks.py │ │ │ │ ├── text_encoding_test.py │ │ │ │ ├── text_format_test.py │ │ │ │ ├── type_checkers.py │ │ │ │ ├── unknown_fields_test.py │ │ │ │ ├── well_known_types.py │ │ │ │ ├── well_known_types_test.py │ │ │ │ ├── wire_format.py │ │ │ │ └── wire_format_test.py │ │ │ │ ├── json_format.py │ │ │ │ ├── message.py │ │ │ │ ├── message_factory.py │ │ │ │ ├── proto_api.h │ │ │ │ ├── proto_builder.py │ │ │ │ ├── pyext │ │ │ │ ├── README │ │ │ │ ├── __init__.py │ │ │ │ ├── cpp_message.py │ │ │ │ ├── descriptor.cc │ │ │ │ ├── descriptor.h │ │ │ │ ├── descriptor_containers.cc │ │ │ │ ├── descriptor_containers.h │ │ │ │ ├── descriptor_database.cc │ │ │ │ ├── descriptor_database.h │ │ │ │ ├── descriptor_pool.cc │ │ │ │ ├── descriptor_pool.h │ │ │ │ ├── extension_dict.cc │ │ │ │ ├── extension_dict.h │ │ │ │ ├── field.cc │ │ │ │ ├── field.h │ │ │ │ ├── map_container.cc │ │ │ │ ├── map_container.h │ │ │ │ ├── message.cc │ │ │ │ ├── message.h │ │ │ │ ├── message_factory.cc │ │ │ │ ├── message_factory.h │ │ │ │ ├── message_module.cc │ │ │ │ ├── proto2_api_test.proto │ │ │ │ ├── python.proto │ │ │ │ ├── repeated_composite_container.cc │ │ │ │ ├── repeated_composite_container.h │ │ │ │ ├── repeated_scalar_container.cc │ │ │ │ ├── repeated_scalar_container.h │ │ │ │ ├── safe_numerics.h │ │ │ │ ├── scoped_pyobject_ptr.h │ │ │ │ ├── unknown_fields.cc │ │ │ │ └── unknown_fields.h │ │ │ │ ├── python_protobuf.h │ │ │ │ ├── reflection.py │ │ │ │ ├── service.py │ │ │ │ ├── service_reflection.py │ │ │ │ ├── symbol_database.py │ │ │ │ ├── text_encoding.py │ │ │ │ ├── text_format.py │ │ │ │ └── util │ │ │ │ └── __init__.py │ │ ├── mox.py │ │ ├── protobuf_distutils │ │ │ ├── README.md │ │ │ ├── protobuf_distutils │ │ │ │ ├── __init__.py │ │ │ │ └── generate_py_protobufs.py │ │ │ └── setup.py │ │ ├── release.sh │ │ ├── setup.cfg │ │ ├── setup.py │ │ ├── stubout.py │ │ └── tox.ini │ ├── ruby │ │ ├── .gitignore │ │ ├── Gemfile │ │ ├── README.md │ │ ├── Rakefile │ │ ├── compatibility_tests │ │ │ └── v3.0.0 │ │ │ │ ├── README.md │ │ │ │ ├── Rakefile │ │ │ │ ├── test.sh │ │ │ │ └── tests │ │ │ │ ├── basic.rb │ │ │ │ ├── generated_code.proto │ │ │ │ ├── generated_code_test.rb │ │ │ │ ├── repeated_field_test.rb │ │ │ │ ├── stress.rb │ │ │ │ └── test_import.proto │ │ ├── ext │ │ │ └── google │ │ │ │ └── protobuf_c │ │ │ │ ├── convert.c │ │ │ │ ├── convert.h │ │ │ │ ├── defs.c │ │ │ │ ├── defs.h │ │ │ │ ├── extconf.rb │ │ │ │ ├── map.c │ │ │ │ ├── map.h │ │ │ │ ├── message.c │ │ │ │ ├── message.h │ │ │ │ ├── protobuf.c │ │ │ │ ├── protobuf.h │ │ │ │ ├── repeated_field.c │ │ │ │ ├── repeated_field.h │ │ │ │ ├── ruby-upb.c │ │ │ │ ├── ruby-upb.h │ │ │ │ └── wrap_memcpy.c │ │ ├── google-protobuf.gemspec │ │ ├── lib │ │ │ └── google │ │ │ │ ├── protobuf.rb │ │ │ │ └── protobuf │ │ │ │ ├── descriptor_dsl.rb │ │ │ │ ├── message_exts.rb │ │ │ │ ├── repeated_field.rb │ │ │ │ └── well_known_types.rb │ │ ├── pom.xml │ │ ├── src │ │ │ └── main │ │ │ │ ├── java │ │ │ │ ├── com │ │ │ │ │ └── google │ │ │ │ │ │ └── protobuf │ │ │ │ │ │ └── jruby │ │ │ │ │ │ ├── RubyDescriptor.java │ │ │ │ │ │ ├── RubyDescriptorPool.java │ │ │ │ │ │ ├── RubyEnum.java │ │ │ │ │ │ ├── RubyEnumDescriptor.java │ │ │ │ │ │ ├── RubyFieldDescriptor.java │ │ │ │ │ │ ├── RubyFileDescriptor.java │ │ │ │ │ │ ├── RubyMap.java │ │ │ │ │ │ ├── RubyMessage.java │ │ │ │ │ │ ├── RubyOneofDescriptor.java │ │ │ │ │ │ ├── RubyProtobuf.java │ │ │ │ │ │ ├── RubyRepeatedField.java │ │ │ │ │ │ ├── SentinelOuterClass.java │ │ │ │ │ │ └── Utils.java │ │ │ │ └── google │ │ │ │ │ └── ProtobufJavaService.java │ │ │ │ └── sentinel.proto │ │ ├── tests │ │ │ ├── basic.rb │ │ │ ├── basic_proto2.rb │ │ │ ├── basic_test.proto │ │ │ ├── basic_test_proto2.proto │ │ │ ├── common_tests.rb │ │ │ ├── encode_decode_test.rb │ │ │ ├── gc_test.rb │ │ │ ├── generated_code.proto │ │ │ ├── generated_code_proto2.proto │ │ │ ├── generated_code_proto2_test.rb │ │ │ ├── generated_code_test.rb │ │ │ ├── multi_level_nesting_test.proto │ │ │ ├── multi_level_nesting_test.rb │ │ │ ├── repeated_field_test.rb │ │ │ ├── stress.rb │ │ │ ├── test_import.proto │ │ │ ├── test_import_proto2.proto │ │ │ ├── test_ruby_package.proto │ │ │ ├── test_ruby_package_proto2.proto │ │ │ ├── type_errors.rb │ │ │ └── well_known_types_test.rb │ │ └── travis-test.sh │ ├── src │ │ ├── Makefile.am │ │ ├── README.md │ │ ├── google │ │ │ └── protobuf │ │ │ │ ├── any.cc │ │ │ │ ├── any.h │ │ │ │ ├── any.pb.cc │ │ │ │ ├── any.pb.h │ │ │ │ ├── any.proto │ │ │ │ ├── any_lite.cc │ │ │ │ ├── any_test.cc │ │ │ │ ├── any_test.proto │ │ │ │ ├── api.pb.cc │ │ │ │ ├── api.pb.h │ │ │ │ ├── api.proto │ │ │ │ ├── arena.cc │ │ │ │ ├── arena.h │ │ │ │ ├── arena_impl.h │ │ │ │ ├── arena_test_util.cc │ │ │ │ ├── arena_test_util.h │ │ │ │ ├── arena_unittest.cc │ │ │ │ ├── arenastring.cc │ │ │ │ ├── arenastring.h │ │ │ │ ├── arenastring_unittest.cc │ │ │ │ ├── compiler │ │ │ │ ├── annotation_test_util.cc │ │ │ │ ├── annotation_test_util.h │ │ │ │ ├── code_generator.cc │ │ │ │ ├── code_generator.h │ │ │ │ ├── command_line_interface.cc │ │ │ │ ├── command_line_interface.h │ │ │ │ ├── command_line_interface_unittest.cc │ │ │ │ ├── cpp │ │ │ │ │ ├── cpp_bootstrap_unittest.cc │ │ │ │ │ ├── cpp_enum.cc │ │ │ │ │ ├── cpp_enum.h │ │ │ │ │ ├── cpp_enum_field.cc │ │ │ │ │ ├── cpp_enum_field.h │ │ │ │ │ ├── cpp_extension.cc │ │ │ │ │ ├── cpp_extension.h │ │ │ │ │ ├── cpp_field.cc │ │ │ │ │ ├── cpp_field.h │ │ │ │ │ ├── cpp_file.cc │ │ │ │ │ ├── cpp_file.h │ │ │ │ │ ├── cpp_generator.cc │ │ │ │ │ ├── cpp_generator.h │ │ │ │ │ ├── cpp_helpers.cc │ │ │ │ │ ├── cpp_helpers.h │ │ │ │ │ ├── cpp_map_field.cc │ │ │ │ │ ├── cpp_map_field.h │ │ │ │ │ ├── cpp_message.cc │ │ │ │ │ ├── cpp_message.h │ │ │ │ │ ├── cpp_message_field.cc │ │ │ │ │ ├── cpp_message_field.h │ │ │ │ │ ├── cpp_message_layout_helper.h │ │ │ │ │ ├── cpp_move_unittest.cc │ │ │ │ │ ├── cpp_names.h │ │ │ │ │ ├── cpp_options.h │ │ │ │ │ ├── cpp_padding_optimizer.cc │ │ │ │ │ ├── cpp_padding_optimizer.h │ │ │ │ │ ├── cpp_parse_function_generator.cc │ │ │ │ │ ├── cpp_parse_function_generator.h │ │ │ │ │ ├── cpp_plugin_unittest.cc │ │ │ │ │ ├── cpp_primitive_field.cc │ │ │ │ │ ├── cpp_primitive_field.h │ │ │ │ │ ├── cpp_service.cc │ │ │ │ │ ├── cpp_service.h │ │ │ │ │ ├── cpp_string_field.cc │ │ │ │ │ ├── cpp_string_field.h │ │ │ │ │ ├── cpp_test_bad_identifiers.proto │ │ │ │ │ ├── cpp_test_large_enum_value.proto │ │ │ │ │ ├── cpp_unittest.cc │ │ │ │ │ ├── cpp_unittest.h │ │ │ │ │ ├── cpp_unittest.inc │ │ │ │ │ └── metadata_test.cc │ │ │ │ ├── csharp │ │ │ │ │ ├── csharp_bootstrap_unittest.cc │ │ │ │ │ ├── csharp_doc_comment.cc │ │ │ │ │ ├── csharp_doc_comment.h │ │ │ │ │ ├── csharp_enum.cc │ │ │ │ │ ├── csharp_enum.h │ │ │ │ │ ├── csharp_enum_field.cc │ │ │ │ │ ├── csharp_enum_field.h │ │ │ │ │ ├── csharp_field_base.cc │ │ │ │ │ ├── csharp_field_base.h │ │ │ │ │ ├── csharp_generator.cc │ │ │ │ │ ├── csharp_generator.h │ │ │ │ │ ├── csharp_generator_unittest.cc │ │ │ │ │ ├── csharp_helpers.cc │ │ │ │ │ ├── csharp_helpers.h │ │ │ │ │ ├── csharp_map_field.cc │ │ │ │ │ ├── csharp_map_field.h │ │ │ │ │ ├── csharp_message.cc │ │ │ │ │ ├── csharp_message.h │ │ │ │ │ ├── csharp_message_field.cc │ │ │ │ │ ├── csharp_message_field.h │ │ │ │ │ ├── csharp_names.h │ │ │ │ │ ├── csharp_options.h │ │ │ │ │ ├── csharp_primitive_field.cc │ │ │ │ │ ├── csharp_primitive_field.h │ │ │ │ │ ├── csharp_reflection_class.cc │ │ │ │ │ ├── csharp_reflection_class.h │ │ │ │ │ ├── csharp_repeated_enum_field.cc │ │ │ │ │ ├── csharp_repeated_enum_field.h │ │ │ │ │ ├── csharp_repeated_message_field.cc │ │ │ │ │ ├── csharp_repeated_message_field.h │ │ │ │ │ ├── csharp_repeated_primitive_field.cc │ │ │ │ │ ├── csharp_repeated_primitive_field.h │ │ │ │ │ ├── csharp_source_generator_base.cc │ │ │ │ │ ├── csharp_source_generator_base.h │ │ │ │ │ ├── csharp_wrapper_field.cc │ │ │ │ │ └── csharp_wrapper_field.h │ │ │ │ ├── importer.cc │ │ │ │ ├── importer.h │ │ │ │ ├── importer_unittest.cc │ │ │ │ ├── java │ │ │ │ │ ├── java_context.cc │ │ │ │ │ ├── java_context.h │ │ │ │ │ ├── java_doc_comment.cc │ │ │ │ │ ├── java_doc_comment.h │ │ │ │ │ ├── java_doc_comment_unittest.cc │ │ │ │ │ ├── java_enum.cc │ │ │ │ │ ├── java_enum.h │ │ │ │ │ ├── java_enum_field.cc │ │ │ │ │ ├── java_enum_field.h │ │ │ │ │ ├── java_enum_field_lite.cc │ │ │ │ │ ├── java_enum_field_lite.h │ │ │ │ │ ├── java_enum_lite.cc │ │ │ │ │ ├── java_enum_lite.h │ │ │ │ │ ├── java_extension.cc │ │ │ │ │ ├── java_extension.h │ │ │ │ │ ├── java_extension_lite.cc │ │ │ │ │ ├── java_extension_lite.h │ │ │ │ │ ├── java_field.cc │ │ │ │ │ ├── java_field.h │ │ │ │ │ ├── java_file.cc │ │ │ │ │ ├── java_file.h │ │ │ │ │ ├── java_generator.cc │ │ │ │ │ ├── java_generator.h │ │ │ │ │ ├── java_generator_factory.cc │ │ │ │ │ ├── java_generator_factory.h │ │ │ │ │ ├── java_helpers.cc │ │ │ │ │ ├── java_helpers.h │ │ │ │ │ ├── java_kotlin_generator.cc │ │ │ │ │ ├── java_kotlin_generator.h │ │ │ │ │ ├── java_map_field.cc │ │ │ │ │ ├── java_map_field.h │ │ │ │ │ ├── java_map_field_lite.cc │ │ │ │ │ ├── java_map_field_lite.h │ │ │ │ │ ├── java_message.cc │ │ │ │ │ ├── java_message.h │ │ │ │ │ ├── java_message_builder.cc │ │ │ │ │ ├── java_message_builder.h │ │ │ │ │ ├── java_message_builder_lite.cc │ │ │ │ │ ├── java_message_builder_lite.h │ │ │ │ │ ├── java_message_field.cc │ │ │ │ │ ├── java_message_field.h │ │ │ │ │ ├── java_message_field_lite.cc │ │ │ │ │ ├── java_message_field_lite.h │ │ │ │ │ ├── java_message_lite.cc │ │ │ │ │ ├── java_message_lite.h │ │ │ │ │ ├── java_name_resolver.cc │ │ │ │ │ ├── java_name_resolver.h │ │ │ │ │ ├── java_names.h │ │ │ │ │ ├── java_options.h │ │ │ │ │ ├── java_plugin_unittest.cc │ │ │ │ │ ├── java_primitive_field.cc │ │ │ │ │ ├── java_primitive_field.h │ │ │ │ │ ├── java_primitive_field_lite.cc │ │ │ │ │ ├── java_primitive_field_lite.h │ │ │ │ │ ├── java_service.cc │ │ │ │ │ ├── java_service.h │ │ │ │ │ ├── java_shared_code_generator.cc │ │ │ │ │ ├── java_shared_code_generator.h │ │ │ │ │ ├── java_string_field.cc │ │ │ │ │ ├── java_string_field.h │ │ │ │ │ ├── java_string_field_lite.cc │ │ │ │ │ └── java_string_field_lite.h │ │ │ │ ├── js │ │ │ │ │ ├── js_generator.cc │ │ │ │ │ ├── js_generator.h │ │ │ │ │ ├── well_known_types_embed.cc │ │ │ │ │ └── well_known_types_embed.h │ │ │ │ ├── main.cc │ │ │ │ ├── mock_code_generator.cc │ │ │ │ ├── mock_code_generator.h │ │ │ │ ├── objectivec │ │ │ │ │ ├── method_dump.sh │ │ │ │ │ ├── objectivec_enum.cc │ │ │ │ │ ├── objectivec_enum.h │ │ │ │ │ ├── objectivec_enum_field.cc │ │ │ │ │ ├── objectivec_enum_field.h │ │ │ │ │ ├── objectivec_extension.cc │ │ │ │ │ ├── objectivec_extension.h │ │ │ │ │ ├── objectivec_field.cc │ │ │ │ │ ├── objectivec_field.h │ │ │ │ │ ├── objectivec_file.cc │ │ │ │ │ ├── objectivec_file.h │ │ │ │ │ ├── objectivec_generator.cc │ │ │ │ │ ├── objectivec_generator.h │ │ │ │ │ ├── objectivec_helpers.cc │ │ │ │ │ ├── objectivec_helpers.h │ │ │ │ │ ├── objectivec_helpers_unittest.cc │ │ │ │ │ ├── objectivec_map_field.cc │ │ │ │ │ ├── objectivec_map_field.h │ │ │ │ │ ├── objectivec_message.cc │ │ │ │ │ ├── objectivec_message.h │ │ │ │ │ ├── objectivec_message_field.cc │ │ │ │ │ ├── objectivec_message_field.h │ │ │ │ │ ├── objectivec_nsobject_methods.h │ │ │ │ │ ├── objectivec_oneof.cc │ │ │ │ │ ├── objectivec_oneof.h │ │ │ │ │ ├── objectivec_primitive_field.cc │ │ │ │ │ └── objectivec_primitive_field.h │ │ │ │ ├── package_info.h │ │ │ │ ├── parser.cc │ │ │ │ ├── parser.h │ │ │ │ ├── parser_unittest.cc │ │ │ │ ├── php │ │ │ │ │ ├── php_generator.cc │ │ │ │ │ └── php_generator.h │ │ │ │ ├── plugin.cc │ │ │ │ ├── plugin.h │ │ │ │ ├── plugin.pb.cc │ │ │ │ ├── plugin.pb.h │ │ │ │ ├── plugin.proto │ │ │ │ ├── python │ │ │ │ │ ├── python_generator.cc │ │ │ │ │ ├── python_generator.h │ │ │ │ │ └── python_plugin_unittest.cc │ │ │ │ ├── ruby │ │ │ │ │ ├── ruby_generated_code.proto │ │ │ │ │ ├── ruby_generated_code_pb.rb │ │ │ │ │ ├── ruby_generated_code_proto2.proto │ │ │ │ │ ├── ruby_generated_code_proto2_import.proto │ │ │ │ │ ├── ruby_generated_code_proto2_pb.rb │ │ │ │ │ ├── ruby_generated_pkg_explicit.proto │ │ │ │ │ ├── ruby_generated_pkg_explicit_legacy.proto │ │ │ │ │ ├── ruby_generated_pkg_explicit_legacy_pb.rb │ │ │ │ │ ├── ruby_generated_pkg_explicit_pb.rb │ │ │ │ │ ├── ruby_generated_pkg_implicit.proto │ │ │ │ │ ├── ruby_generated_pkg_implicit_pb.rb │ │ │ │ │ ├── ruby_generator.cc │ │ │ │ │ ├── ruby_generator.h │ │ │ │ │ └── ruby_generator_unittest.cc │ │ │ │ ├── scc.h │ │ │ │ ├── subprocess.cc │ │ │ │ ├── subprocess.h │ │ │ │ ├── test_plugin.cc │ │ │ │ ├── zip_output_unittest.sh │ │ │ │ ├── zip_writer.cc │ │ │ │ └── zip_writer.h │ │ │ │ ├── descriptor.cc │ │ │ │ ├── descriptor.h │ │ │ │ ├── descriptor.pb.cc │ │ │ │ ├── descriptor.pb.h │ │ │ │ ├── descriptor.proto │ │ │ │ ├── descriptor_database.cc │ │ │ │ ├── descriptor_database.h │ │ │ │ ├── descriptor_database_unittest.cc │ │ │ │ ├── descriptor_unittest.cc │ │ │ │ ├── drop_unknown_fields_test.cc │ │ │ │ ├── duration.pb.cc │ │ │ │ ├── duration.pb.h │ │ │ │ ├── duration.proto │ │ │ │ ├── dynamic_message.cc │ │ │ │ ├── dynamic_message.h │ │ │ │ ├── dynamic_message_unittest.cc │ │ │ │ ├── empty.pb.cc │ │ │ │ ├── empty.pb.h │ │ │ │ ├── empty.proto │ │ │ │ ├── explicitly_constructed.h │ │ │ │ ├── extension_set.cc │ │ │ │ ├── extension_set.h │ │ │ │ ├── extension_set_heavy.cc │ │ │ │ ├── extension_set_inl.h │ │ │ │ ├── extension_set_unittest.cc │ │ │ │ ├── field_access_listener.h │ │ │ │ ├── field_mask.pb.cc │ │ │ │ ├── field_mask.pb.h │ │ │ │ ├── field_mask.proto │ │ │ │ ├── generated_enum_reflection.h │ │ │ │ ├── generated_enum_util.cc │ │ │ │ ├── generated_enum_util.h │ │ │ │ ├── generated_message_bases.cc │ │ │ │ ├── generated_message_bases.h │ │ │ │ ├── generated_message_reflection.cc │ │ │ │ ├── generated_message_reflection.h │ │ │ │ ├── generated_message_reflection_unittest.cc │ │ │ │ ├── generated_message_table_driven.cc │ │ │ │ ├── generated_message_table_driven.h │ │ │ │ ├── generated_message_table_driven_lite.cc │ │ │ │ ├── generated_message_table_driven_lite.h │ │ │ │ ├── generated_message_tctable_decl.h │ │ │ │ ├── generated_message_tctable_full.cc │ │ │ │ ├── generated_message_tctable_impl.h │ │ │ │ ├── generated_message_tctable_impl.inc │ │ │ │ ├── generated_message_tctable_lite.cc │ │ │ │ ├── generated_message_util.cc │ │ │ │ ├── generated_message_util.h │ │ │ │ ├── has_bits.h │ │ │ │ ├── implicit_weak_message.cc │ │ │ │ ├── implicit_weak_message.h │ │ │ │ ├── inlined_string_field.cc │ │ │ │ ├── inlined_string_field.h │ │ │ │ ├── inlined_string_field_unittest.cc │ │ │ │ ├── io │ │ │ │ ├── coded_stream.cc │ │ │ │ ├── coded_stream.h │ │ │ │ ├── coded_stream_unittest.cc │ │ │ │ ├── gzip_stream.cc │ │ │ │ ├── gzip_stream.h │ │ │ │ ├── gzip_stream_unittest.sh │ │ │ │ ├── io_win32.cc │ │ │ │ ├── io_win32.h │ │ │ │ ├── io_win32_unittest.cc │ │ │ │ ├── package_info.h │ │ │ │ ├── printer.cc │ │ │ │ ├── printer.h │ │ │ │ ├── printer_unittest.cc │ │ │ │ ├── strtod.cc │ │ │ │ ├── strtod.h │ │ │ │ ├── tokenizer.cc │ │ │ │ ├── tokenizer.h │ │ │ │ ├── tokenizer_unittest.cc │ │ │ │ ├── zero_copy_stream.cc │ │ │ │ ├── zero_copy_stream.h │ │ │ │ ├── zero_copy_stream_impl.cc │ │ │ │ ├── zero_copy_stream_impl.h │ │ │ │ ├── zero_copy_stream_impl_lite.cc │ │ │ │ ├── zero_copy_stream_impl_lite.h │ │ │ │ └── zero_copy_stream_unittest.cc │ │ │ │ ├── lite_arena_unittest.cc │ │ │ │ ├── lite_unittest.cc │ │ │ │ ├── map.cc │ │ │ │ ├── map.h │ │ │ │ ├── map_entry.h │ │ │ │ ├── map_entry_lite.h │ │ │ │ ├── map_field.cc │ │ │ │ ├── map_field.h │ │ │ │ ├── map_field_inl.h │ │ │ │ ├── map_field_lite.h │ │ │ │ ├── map_field_test.cc │ │ │ │ ├── map_lite_test_util.cc │ │ │ │ ├── map_lite_test_util.h │ │ │ │ ├── map_lite_unittest.proto │ │ │ │ ├── map_proto2_unittest.proto │ │ │ │ ├── map_test.cc │ │ │ │ ├── map_test.inc │ │ │ │ ├── map_test_util.h │ │ │ │ ├── map_test_util.inc │ │ │ │ ├── map_test_util_impl.h │ │ │ │ ├── map_type_handler.h │ │ │ │ ├── map_unittest.proto │ │ │ │ ├── message.cc │ │ │ │ ├── message.h │ │ │ │ ├── message_lite.cc │ │ │ │ ├── message_lite.h │ │ │ │ ├── message_unittest.cc │ │ │ │ ├── message_unittest.inc │ │ │ │ ├── metadata.h │ │ │ │ ├── metadata_lite.h │ │ │ │ ├── no_field_presence_test.cc │ │ │ │ ├── package_info.h │ │ │ │ ├── parse_context.cc │ │ │ │ ├── parse_context.h │ │ │ │ ├── port.h │ │ │ │ ├── port_def.inc │ │ │ │ ├── port_undef.inc │ │ │ │ ├── preserve_unknown_enum_test.cc │ │ │ │ ├── proto3_arena_lite_unittest.cc │ │ │ │ ├── proto3_arena_unittest.cc │ │ │ │ ├── proto3_lite_unittest.cc │ │ │ │ ├── proto3_lite_unittest.inc │ │ │ │ ├── reflection.h │ │ │ │ ├── reflection_internal.h │ │ │ │ ├── reflection_ops.cc │ │ │ │ ├── reflection_ops.h │ │ │ │ ├── reflection_ops_unittest.cc │ │ │ │ ├── reflection_tester.cc │ │ │ │ ├── reflection_tester.h │ │ │ │ ├── repeated_field.cc │ │ │ │ ├── repeated_field.h │ │ │ │ ├── repeated_field_reflection_unittest.cc │ │ │ │ ├── repeated_field_unittest.cc │ │ │ │ ├── repeated_ptr_field.cc │ │ │ │ ├── repeated_ptr_field.h │ │ │ │ ├── service.cc │ │ │ │ ├── service.h │ │ │ │ ├── source_context.pb.cc │ │ │ │ ├── source_context.pb.h │ │ │ │ ├── source_context.proto │ │ │ │ ├── string_member_robber.h │ │ │ │ ├── struct.pb.cc │ │ │ │ ├── struct.pb.h │ │ │ │ ├── struct.proto │ │ │ │ ├── stubs │ │ │ │ ├── bytestream.cc │ │ │ │ ├── bytestream.h │ │ │ │ ├── bytestream_unittest.cc │ │ │ │ ├── callback.h │ │ │ │ ├── casts.h │ │ │ │ ├── common.cc │ │ │ │ ├── common.h │ │ │ │ ├── common_unittest.cc │ │ │ │ ├── hash.h │ │ │ │ ├── int128.cc │ │ │ │ ├── int128.h │ │ │ │ ├── int128_unittest.cc │ │ │ │ ├── logging.h │ │ │ │ ├── macros.h │ │ │ │ ├── map_util.h │ │ │ │ ├── mathutil.h │ │ │ │ ├── mutex.h │ │ │ │ ├── once.h │ │ │ │ ├── platform_macros.h │ │ │ │ ├── port.h │ │ │ │ ├── status.cc │ │ │ │ ├── status.h │ │ │ │ ├── status_macros.h │ │ │ │ ├── status_test.cc │ │ │ │ ├── statusor.cc │ │ │ │ ├── statusor.h │ │ │ │ ├── statusor_test.cc │ │ │ │ ├── stl_util.h │ │ │ │ ├── stringpiece.cc │ │ │ │ ├── stringpiece.h │ │ │ │ ├── stringpiece_unittest.cc │ │ │ │ ├── stringprintf.cc │ │ │ │ ├── stringprintf.h │ │ │ │ ├── stringprintf_unittest.cc │ │ │ │ ├── structurally_valid.cc │ │ │ │ ├── structurally_valid_unittest.cc │ │ │ │ ├── strutil.cc │ │ │ │ ├── strutil.h │ │ │ │ ├── strutil_unittest.cc │ │ │ │ ├── substitute.cc │ │ │ │ ├── substitute.h │ │ │ │ ├── template_util.h │ │ │ │ ├── template_util_unittest.cc │ │ │ │ ├── time.cc │ │ │ │ ├── time.h │ │ │ │ └── time_test.cc │ │ │ │ ├── test_messages_proto2.proto │ │ │ │ ├── test_messages_proto3.proto │ │ │ │ ├── test_util.cc │ │ │ │ ├── test_util.h │ │ │ │ ├── test_util.inc │ │ │ │ ├── test_util2.h │ │ │ │ ├── test_util_lite.cc │ │ │ │ ├── test_util_lite.h │ │ │ │ ├── testdata │ │ │ │ ├── bad_utf8_string │ │ │ │ ├── golden_message │ │ │ │ ├── golden_message_maps │ │ │ │ ├── golden_message_oneof_implemented │ │ │ │ ├── golden_message_proto3 │ │ │ │ ├── golden_packed_fields_message │ │ │ │ ├── map_test_data.txt │ │ │ │ ├── text_format_unittest_data.txt │ │ │ │ ├── text_format_unittest_data_oneof_implemented.txt │ │ │ │ ├── text_format_unittest_data_pointy.txt │ │ │ │ ├── text_format_unittest_data_pointy_oneof.txt │ │ │ │ ├── text_format_unittest_extensions_data.txt │ │ │ │ └── text_format_unittest_extensions_data_pointy.txt │ │ │ │ ├── testing │ │ │ │ ├── file.cc │ │ │ │ ├── file.h │ │ │ │ ├── googletest.cc │ │ │ │ ├── googletest.h │ │ │ │ ├── zcgunzip.cc │ │ │ │ └── zcgzip.cc │ │ │ │ ├── text_format.cc │ │ │ │ ├── text_format.h │ │ │ │ ├── text_format_unittest.cc │ │ │ │ ├── timestamp.pb.cc │ │ │ │ ├── timestamp.pb.h │ │ │ │ ├── timestamp.proto │ │ │ │ ├── type.pb.cc │ │ │ │ ├── type.pb.h │ │ │ │ ├── type.proto │ │ │ │ ├── unittest.proto │ │ │ │ ├── unittest_arena.proto │ │ │ │ ├── unittest_custom_options.proto │ │ │ │ ├── unittest_drop_unknown_fields.proto │ │ │ │ ├── unittest_embed_optimize_for.proto │ │ │ │ ├── unittest_empty.proto │ │ │ │ ├── unittest_enormous_descriptor.proto │ │ │ │ ├── unittest_import.proto │ │ │ │ ├── unittest_import_lite.proto │ │ │ │ ├── unittest_import_public.proto │ │ │ │ ├── unittest_import_public_lite.proto │ │ │ │ ├── unittest_lazy_dependencies.proto │ │ │ │ ├── unittest_lazy_dependencies_custom_option.proto │ │ │ │ ├── unittest_lazy_dependencies_enum.proto │ │ │ │ ├── unittest_lite.proto │ │ │ │ ├── unittest_lite_imports_nonlite.proto │ │ │ │ ├── unittest_mset.proto │ │ │ │ ├── unittest_mset_wire_format.proto │ │ │ │ ├── unittest_no_field_presence.proto │ │ │ │ ├── unittest_no_generic_services.proto │ │ │ │ ├── unittest_optimize_for.proto │ │ │ │ ├── unittest_preserve_unknown_enum.proto │ │ │ │ ├── unittest_preserve_unknown_enum2.proto │ │ │ │ ├── unittest_proto3.proto │ │ │ │ ├── unittest_proto3_arena.proto │ │ │ │ ├── unittest_proto3_arena_lite.proto │ │ │ │ ├── unittest_proto3_lite.proto │ │ │ │ ├── unittest_proto3_optional.proto │ │ │ │ ├── unittest_well_known_types.proto │ │ │ │ ├── unknown_field_set.cc │ │ │ │ ├── unknown_field_set.h │ │ │ │ ├── unknown_field_set_unittest.cc │ │ │ │ ├── util │ │ │ │ ├── delimited_message_util.cc │ │ │ │ ├── delimited_message_util.h │ │ │ │ ├── delimited_message_util_test.cc │ │ │ │ ├── field_comparator.cc │ │ │ │ ├── field_comparator.h │ │ │ │ ├── field_comparator_test.cc │ │ │ │ ├── field_mask_util.cc │ │ │ │ ├── field_mask_util.h │ │ │ │ ├── field_mask_util_test.cc │ │ │ │ ├── internal │ │ │ │ │ ├── constants.h │ │ │ │ │ ├── datapiece.cc │ │ │ │ │ ├── datapiece.h │ │ │ │ │ ├── default_value_objectwriter.cc │ │ │ │ │ ├── default_value_objectwriter.h │ │ │ │ │ ├── default_value_objectwriter_test.cc │ │ │ │ │ ├── error_listener.cc │ │ │ │ │ ├── error_listener.h │ │ │ │ │ ├── expecting_objectwriter.h │ │ │ │ │ ├── field_mask_utility.cc │ │ │ │ │ ├── field_mask_utility.h │ │ │ │ │ ├── json_escaping.cc │ │ │ │ │ ├── json_escaping.h │ │ │ │ │ ├── json_objectwriter.cc │ │ │ │ │ ├── json_objectwriter.h │ │ │ │ │ ├── json_objectwriter_test.cc │ │ │ │ │ ├── json_stream_parser.cc │ │ │ │ │ ├── json_stream_parser.h │ │ │ │ │ ├── json_stream_parser_test.cc │ │ │ │ │ ├── location_tracker.h │ │ │ │ │ ├── mock_error_listener.h │ │ │ │ │ ├── object_location_tracker.h │ │ │ │ │ ├── object_source.h │ │ │ │ │ ├── object_writer.cc │ │ │ │ │ ├── object_writer.h │ │ │ │ │ ├── proto_writer.cc │ │ │ │ │ ├── proto_writer.h │ │ │ │ │ ├── protostream_objectsource.cc │ │ │ │ │ ├── protostream_objectsource.h │ │ │ │ │ ├── protostream_objectsource_test.cc │ │ │ │ │ ├── protostream_objectwriter.cc │ │ │ │ │ ├── protostream_objectwriter.h │ │ │ │ │ ├── protostream_objectwriter_test.cc │ │ │ │ │ ├── structured_objectwriter.h │ │ │ │ │ ├── testdata │ │ │ │ │ │ ├── anys.proto │ │ │ │ │ │ ├── books.proto │ │ │ │ │ │ ├── default_value.proto │ │ │ │ │ │ ├── default_value_test.proto │ │ │ │ │ │ ├── field_mask.proto │ │ │ │ │ │ ├── maps.proto │ │ │ │ │ │ ├── oneofs.proto │ │ │ │ │ │ ├── proto3.proto │ │ │ │ │ │ ├── struct.proto │ │ │ │ │ │ ├── timestamp_duration.proto │ │ │ │ │ │ └── wrappers.proto │ │ │ │ │ ├── type_info.cc │ │ │ │ │ ├── type_info.h │ │ │ │ │ ├── type_info_test_helper.cc │ │ │ │ │ ├── type_info_test_helper.h │ │ │ │ │ ├── utility.cc │ │ │ │ │ └── utility.h │ │ │ │ ├── json_format.proto │ │ │ │ ├── json_format_proto3.proto │ │ │ │ ├── json_util.cc │ │ │ │ ├── json_util.h │ │ │ │ ├── json_util_test.cc │ │ │ │ ├── message_differencer.cc │ │ │ │ ├── message_differencer.h │ │ │ │ ├── message_differencer_unittest.cc │ │ │ │ ├── message_differencer_unittest.proto │ │ │ │ ├── package_info.h │ │ │ │ ├── time_util.cc │ │ │ │ ├── time_util.h │ │ │ │ ├── time_util_test.cc │ │ │ │ ├── type_resolver.h │ │ │ │ ├── type_resolver_util.cc │ │ │ │ ├── type_resolver_util.h │ │ │ │ └── type_resolver_util_test.cc │ │ │ │ ├── well_known_types_unittest.cc │ │ │ │ ├── wire_format.cc │ │ │ │ ├── wire_format.h │ │ │ │ ├── wire_format_lite.cc │ │ │ │ ├── wire_format_lite.h │ │ │ │ ├── wire_format_unittest.cc │ │ │ │ ├── wire_format_unittest.inc │ │ │ │ ├── wrappers.pb.cc │ │ │ │ ├── wrappers.pb.h │ │ │ │ └── wrappers.proto │ │ ├── libprotobuf-lite.map │ │ ├── libprotobuf.map │ │ └── libprotoc.map │ ├── tests.sh │ ├── third_party │ │ ├── BUILD │ │ └── zlib.BUILD │ ├── toolchain │ │ ├── BUILD │ │ ├── cc_toolchain_config.bzl │ │ └── toolchains.bazelrc │ ├── update_compatibility_version.py │ ├── update_file_lists.sh │ ├── update_version.py │ └── util │ │ └── python │ │ └── BUILD └── pybind11 │ ├── .appveyor.yml │ ├── .clang-format │ ├── .clang-tidy │ ├── .cmake-format.yaml │ ├── .codespell-ignore-lines │ ├── .gitattributes │ ├── .github │ ├── CODEOWNERS │ ├── CONTRIBUTING.md │ ├── ISSUE_TEMPLATE │ │ ├── bug-report.yml │ │ └── config.yml │ ├── dependabot.yml │ ├── labeler.yml │ ├── labeler_merged.yml │ ├── matchers │ │ └── pylint.json │ ├── pull_request_template.md │ └── workflows │ │ ├── ci.yml │ │ ├── configure.yml │ │ ├── format.yml │ │ ├── labeler.yml │ │ ├── pip.yml │ │ └── upstream.yml │ ├── .gitignore │ ├── .gitmodules │ ├── .gitrepo │ ├── .pre-commit-config.yaml │ ├── .readthedocs.yml │ ├── CMakeLists.txt │ ├── LICENSE │ ├── MANIFEST.in │ ├── README.rst │ ├── SECURITY.md │ ├── docs │ ├── Doxyfile │ ├── _static │ │ └── css │ │ │ └── custom.css │ ├── advanced │ │ ├── cast │ │ │ ├── chrono.rst │ │ │ ├── custom.rst │ │ │ ├── eigen.rst │ │ │ ├── functional.rst │ │ │ ├── index.rst │ │ │ ├── overview.rst │ │ │ ├── stl.rst │ │ │ └── strings.rst │ │ ├── classes.rst │ │ ├── embedding.rst │ │ ├── exceptions.rst │ │ ├── functions.rst │ │ ├── misc.rst │ │ ├── pycpp │ │ │ ├── index.rst │ │ │ ├── numpy.rst │ │ │ ├── object.rst │ │ │ └── utilities.rst │ │ └── smart_ptrs.rst │ ├── basics.rst │ ├── benchmark.py │ ├── benchmark.rst │ ├── changelog.rst │ ├── classes.rst │ ├── cmake │ │ └── index.rst │ ├── compiling.rst │ ├── conf.py │ ├── faq.rst │ ├── index.rst │ ├── installing.rst │ ├── limitations.rst │ ├── pybind11-logo.png │ ├── pybind11_vs_boost_python1.png │ ├── pybind11_vs_boost_python1.svg │ ├── pybind11_vs_boost_python2.png │ ├── pybind11_vs_boost_python2.svg │ ├── reference.rst │ ├── release.rst │ ├── requirements.in │ ├── requirements.txt │ └── upgrade.rst │ ├── include │ └── pybind11 │ │ ├── attr.h │ │ ├── buffer_info.h │ │ ├── cast.h │ │ ├── chrono.h │ │ ├── common.h │ │ ├── complex.h │ │ ├── detail │ │ ├── class.h │ │ ├── common.h │ │ ├── descr.h │ │ ├── init.h │ │ ├── internals.h │ │ ├── type_caster_base.h │ │ └── typeid.h │ │ ├── eigen.h │ │ ├── eigen │ │ ├── common.h │ │ ├── matrix.h │ │ └── tensor.h │ │ ├── embed.h │ │ ├── eval.h │ │ ├── functional.h │ │ ├── gil.h │ │ ├── gil_safe_call_once.h │ │ ├── iostream.h │ │ ├── numpy.h │ │ ├── operators.h │ │ ├── options.h │ │ ├── pybind11.h │ │ ├── pytypes.h │ │ ├── stl.h │ │ ├── stl │ │ └── filesystem.h │ │ ├── stl_bind.h │ │ ├── type_caster_pyobject_ptr.h │ │ └── typing.h │ ├── noxfile.py │ ├── pybind11 │ ├── __init__.py │ ├── __main__.py │ ├── _version.py │ ├── commands.py │ ├── py.typed │ └── setup_helpers.py │ ├── pyproject.toml │ ├── setup.cfg │ ├── setup.py │ ├── tests │ ├── CMakeLists.txt │ ├── conftest.py │ ├── constructor_stats.h │ ├── cross_module_gil_utils.cpp │ ├── cross_module_interleaved_error_already_set.cpp │ ├── eigen_tensor_avoid_stl_array.cpp │ ├── env.py │ ├── extra_python_package │ │ ├── pytest.ini │ │ └── test_files.py │ ├── extra_setuptools │ │ ├── pytest.ini │ │ └── test_setuphelper.py │ ├── local_bindings.h │ ├── object.h │ ├── pybind11_cross_module_tests.cpp │ ├── pybind11_tests.cpp │ ├── pybind11_tests.h │ ├── pytest.ini │ ├── requirements.txt │ ├── test_async.cpp │ ├── test_async.py │ ├── test_buffers.cpp │ ├── test_buffers.py │ ├── test_builtin_casters.cpp │ ├── test_builtin_casters.py │ ├── test_call_policies.cpp │ ├── test_call_policies.py │ ├── test_callbacks.cpp │ ├── test_callbacks.py │ ├── test_chrono.cpp │ ├── test_chrono.py │ ├── test_class.cpp │ ├── test_class.py │ ├── test_cmake_build │ │ ├── CMakeLists.txt │ │ ├── embed.cpp │ │ ├── installed_embed │ │ │ └── CMakeLists.txt │ │ ├── installed_function │ │ │ └── CMakeLists.txt │ │ ├── installed_target │ │ │ └── CMakeLists.txt │ │ ├── main.cpp │ │ ├── subdirectory_embed │ │ │ └── CMakeLists.txt │ │ ├── subdirectory_function │ │ │ └── CMakeLists.txt │ │ ├── subdirectory_target │ │ │ └── CMakeLists.txt │ │ └── test.py │ ├── test_const_name.cpp │ ├── test_const_name.py │ ├── test_constants_and_functions.cpp │ ├── test_constants_and_functions.py │ ├── test_copy_move.cpp │ ├── test_copy_move.py │ ├── test_custom_type_casters.cpp │ ├── test_custom_type_casters.py │ ├── test_custom_type_setup.cpp │ ├── test_custom_type_setup.py │ ├── test_docstring_options.cpp │ ├── test_docstring_options.py │ ├── test_eigen_matrix.cpp │ ├── test_eigen_matrix.py │ ├── test_eigen_tensor.cpp │ ├── test_eigen_tensor.inl │ ├── test_eigen_tensor.py │ ├── test_embed │ │ ├── CMakeLists.txt │ │ ├── catch.cpp │ │ ├── external_module.cpp │ │ ├── test_interpreter.cpp │ │ ├── test_interpreter.py │ │ └── test_trampoline.py │ ├── test_enum.cpp │ ├── test_enum.py │ ├── test_eval.cpp │ ├── test_eval.py │ ├── test_eval_call.py │ ├── test_exceptions.cpp │ ├── test_exceptions.h │ ├── test_exceptions.py │ ├── test_factory_constructors.cpp │ ├── test_factory_constructors.py │ ├── test_gil_scoped.cpp │ ├── test_gil_scoped.py │ ├── test_iostream.cpp │ ├── test_iostream.py │ ├── test_kwargs_and_defaults.cpp │ ├── test_kwargs_and_defaults.py │ ├── test_local_bindings.cpp │ ├── test_local_bindings.py │ ├── test_methods_and_attributes.cpp │ ├── test_methods_and_attributes.py │ ├── test_modules.cpp │ ├── test_modules.py │ ├── test_multiple_inheritance.cpp │ ├── test_multiple_inheritance.py │ ├── test_numpy_array.cpp │ ├── test_numpy_array.py │ ├── test_numpy_dtypes.cpp │ ├── test_numpy_dtypes.py │ ├── test_numpy_vectorize.cpp │ ├── test_numpy_vectorize.py │ ├── test_opaque_types.cpp │ ├── test_opaque_types.py │ ├── test_operator_overloading.cpp │ ├── test_operator_overloading.py │ ├── test_pickling.cpp │ ├── test_pickling.py │ ├── test_python_multiple_inheritance.cpp │ ├── test_python_multiple_inheritance.py │ ├── test_pytypes.cpp │ ├── test_pytypes.py │ ├── test_sequences_and_iterators.cpp │ ├── test_sequences_and_iterators.py │ ├── test_smart_ptr.cpp │ ├── test_smart_ptr.py │ ├── test_stl.cpp │ ├── test_stl.py │ ├── test_stl_binders.cpp │ ├── test_stl_binders.py │ ├── test_tagbased_polymorphic.cpp │ ├── test_tagbased_polymorphic.py │ ├── test_thread.cpp │ ├── test_thread.py │ ├── test_type_caster_pyobject_ptr.cpp │ ├── test_type_caster_pyobject_ptr.py │ ├── test_union.cpp │ ├── test_union.py │ ├── test_unnamed_namespace_a.cpp │ ├── test_unnamed_namespace_a.py │ ├── test_unnamed_namespace_b.cpp │ ├── test_unnamed_namespace_b.py │ ├── test_vector_unique_ptr_member.cpp │ ├── test_vector_unique_ptr_member.py │ ├── test_virtual_functions.cpp │ ├── test_virtual_functions.py │ ├── valgrind-numpy-scipy.supp │ └── valgrind-python.supp │ └── tools │ ├── FindCatch.cmake │ ├── FindEigen3.cmake │ ├── FindPythonLibsNew.cmake │ ├── JoinPaths.cmake │ ├── check-style.sh │ ├── cmake_uninstall.cmake.in │ ├── codespell_ignore_lines_from_errors.py │ ├── libsize.py │ ├── make_changelog.py │ ├── pybind11.pc.in │ ├── pybind11Common.cmake │ ├── pybind11Config.cmake.in │ ├── pybind11GuessPythonExtSuffix.cmake │ ├── pybind11NewTools.cmake │ ├── pybind11Tools.cmake │ ├── pyproject.toml │ ├── setup_global.py.in │ ├── setup_main.py.in │ └── test-pybind11GuessPythonExtSuffix.cmake ├── docker ├── Dockerfile-coremltools-linux └── Dockerfile-sync-gitlab-with-github ├── docs-guides ├── Makefile ├── _static │ └── css │ │ └── imgstyle.css ├── conf.py ├── index.rst ├── logo.png ├── make.bat └── source │ ├── classifiers.md │ ├── comparing-ml-programs-and-neural-networks.md │ ├── composite-operators.md │ ├── conversion-options.rst │ ├── convert-a-pytorch-segmentation-model.md │ ├── convert-a-tensorflow-1-deepspeech-model.md │ ├── convert-a-tensorflow-1-image-classifier.md │ ├── convert-a-torchvision-model-from-pytorch.md │ ├── convert-learning-models.rst │ ├── convert-nlp-model.md │ ├── convert-openelm.md │ ├── convert-pytorch-workflow.md │ ├── convert-pytorch.rst │ ├── convert-tensorflow-2-bert-transformer-models.md │ ├── convert-tensorflow.rst │ ├── convert-to-ml-program.md │ ├── convert-to-neural-network.md │ ├── coremltools-examples.md │ ├── custom-operators.md │ ├── faqs.md │ ├── flexible-inputs.md │ ├── graph-passes-intro.md │ ├── how-to-contribute.md │ ├── image-inputs.md │ ├── images │ ├── Golden_Retriever_Carlos.png │ ├── Golden_Retriever_Carlos_full.jpg │ ├── Xcode_stateful_model_io.png │ ├── cat_dog.jpg │ ├── daisy.jpg │ ├── enumerated_shape.png │ ├── first_eq_300.png │ ├── five28x28.png │ ├── heart28x28.png │ ├── input-output-xcode.png │ ├── introduction-coremltools.png │ ├── mil.png │ ├── ml-program-runtime.png │ ├── ml-program-typed-tensors.png │ ├── mobilenet-image-2.png │ ├── mobilenet-image-array.png │ ├── mobilenet-neural-network-classifier1.png │ ├── model-lifecycle.png │ ├── model-representations-no-numbers.png │ ├── multifunction-adapter-1.png │ ├── multifunction-adapter-2.png │ ├── multifunction-adapter-3.png │ ├── multifunction-combination.png │ ├── multifunction-flow1.png │ ├── multifunction-flow2.png │ ├── multifunction_input_output_xcode_adapted_model_1.png │ ├── multifunction_input_output_xcode_adapted_model_2.png │ ├── multifunction_model_sizes_lora_example.png │ ├── neural-net-control-precision2.png │ ├── neural-net-untyped-tensors.png │ ├── not-implemented-error.png │ ├── palettization-granularity.png │ ├── palettization-overview.png │ ├── palmtrees_256_by_256.jpg │ ├── palmtrees_result.png │ ├── plot_style_transfer_outputs.png │ ├── quantization-granularities.png │ ├── quantization-technique.png │ ├── range_shape.png │ ├── repo-branches-passed-button.png │ ├── repo-build-wheel-selected.png │ ├── repo-job-artifacts.png │ ├── repo-readme-build-passing-button-annot.png │ ├── sdxl-0.4sparse-4bit-gs16.png │ ├── sdxl-0.4sparse-4bit-gs4.png │ ├── sdxl-0.5sparse-4bit-gs16.png │ ├── sdxl-0.5sparse-4bit-gs4.png │ ├── sdxl-4bit-gs16.png │ ├── sdxl-4bit-gs32.png │ ├── sdxl-4bit-gs4.png │ ├── sdxl-4bit.png │ ├── sdxl-6bit.png │ ├── sdxl-8bit.png │ ├── sdxl-base.png │ ├── sdxl-down-block.png │ ├── sdxl-mid-block.png │ ├── sdxl-top-level-down.png │ ├── sdxl-top-level-mid.png │ ├── sdxl-top-level-up.png │ ├── sdxl-up-block.png │ ├── seats.jpg │ ├── second_eq_300.png │ ├── seg_pytorch.png │ ├── sparse_weights.png │ ├── standing-man.jpeg │ ├── star28x28.png │ ├── stateful-model-accum.png │ ├── stateless-acc-example.png │ ├── third_eq_300.png │ ├── three_compression_workflows.png │ ├── workflows_accuracy_vs_compression.png │ ├── xcode-bodypose-posenet-metadata.png │ ├── xcode-bodypose-posenet-predictions.png │ ├── xcode-bodypose-posenet-preview.png │ ├── xcode-deeplab-model5-preview-drag.png │ ├── xcode-deeplab-model5-preview-drag2.png │ ├── xcode-drag-palmtrees-preview.png │ ├── xcode-palmtrees-stylized-preview.png │ ├── xcode-quickstart3-model-metadata3.png │ ├── xcode-quickstart4-model-preview-drag.png │ ├── xcode-quickstart5-model-preview-daisy.png │ ├── xcode-quickstart6-model-predictions.png │ ├── xcode-segment-metadata3.png │ ├── xcode-segment-predictions.png │ ├── xcode-segment-preview2-crop.png │ ├── xcode_bert_model_preview1.png │ ├── xcode_bert_model_preview2_prediction.png │ └── xcode_bert_model_preview3_preview.png │ ├── installing-coremltools.md │ ├── introductory-quickstart.md │ ├── libsvm-conversion.md │ ├── load-and-convert-model.md │ ├── mlmodel-debugging-perf-utilities.md │ ├── mlmodel-utilities.md │ ├── mlmodel.md │ ├── model-exporting.md │ ├── model-input-and-output-types.md │ ├── model-intermediate-language.md │ ├── model-prediction.md │ ├── model-scripting.md │ ├── model-tracing.md │ ├── multifunction-models.md │ ├── new-conversion-options.md │ ├── new-features.md │ ├── opt-conversion.md │ ├── opt-joint-compression.md │ ├── opt-opt1_3.md │ ├── opt-overview-examples.rst │ ├── opt-overview.md │ ├── opt-palettization-algos.md │ ├── opt-palettization-api.md │ ├── opt-palettization-overview.md │ ├── opt-palettization-perf.md │ ├── opt-palettization.rst │ ├── opt-pruning-algos.md │ ├── opt-pruning-api.md │ ├── opt-pruning-overview.md │ ├── opt-pruning-perf.md │ ├── opt-pruning.rst │ ├── opt-quantization-algos.md │ ├── opt-quantization-api.md │ ├── opt-quantization-overview.md │ ├── opt-quantization-perf.md │ ├── opt-quantization.rst │ ├── opt-resnet.md │ ├── opt-stable-diffusion.md │ ├── opt-whats-new.md │ ├── opt-workflow.md │ ├── overview-coremltools.md │ ├── quantization-neural-network.md │ ├── sci-kit-learn-conversion.md │ ├── stateful-models.md │ ├── target-conversion-formats.md │ ├── tensorflow-1-workflow.md │ ├── tensorflow-2.md │ ├── typed-execution-example.md │ ├── typed-execution.md │ ├── unified-conversion-api.md │ ├── updatable-model-examples.rst │ ├── updatable-nearest-neighbor-classifier.md │ ├── updatable-neural-network-classifier-on-mnist-dataset.md │ ├── updatable-tiny-drawing-classifier-pipeline-model.md │ ├── xcode-model-preview-types.md │ └── xgboost-conversion.md ├── docs ├── .gitignore ├── Makefile ├── README.md ├── _static │ └── css │ │ └── norightmargin.css ├── conf.py ├── examples │ └── optimize │ │ └── torch │ │ ├── palettization │ │ ├── README.txt │ │ └── dkm_palettization.py │ │ ├── pruning │ │ ├── README.txt │ │ └── magnitude_pruning.py │ │ └── quantization │ │ ├── README.txt │ │ └── linear_quantization.py ├── index.rst ├── logo.png └── source │ ├── api-versions.rst │ ├── coremltools.converters.convert.rst │ ├── coremltools.converters.libsvm.rst │ ├── coremltools.converters.mil.input_types.rst │ ├── coremltools.converters.mil.mil.ops.defs.rst │ ├── coremltools.converters.mil.mil.passes.defs.rst │ ├── coremltools.converters.mil.rst │ ├── coremltools.converters.rst │ ├── coremltools.converters.sklearn.rst │ ├── coremltools.converters.xgboost.rst │ ├── coremltools.models.ml_program.rst │ ├── coremltools.models.neural_network.rst │ ├── coremltools.models.rst │ ├── coremltools.optimize.coreml.palettization.rst │ ├── coremltools.optimize.coreml.post_training_quantization.rst │ ├── coremltools.optimize.coreml.pruning.rst │ ├── coremltools.optimize.coreml.quantization.rst │ ├── coremltools.optimize.coreml.utilities.rst │ ├── coremltools.optimize.rst │ ├── coremltools.optimize.torch.examples.rst │ ├── coremltools.optimize.torch.palettization.rst │ ├── coremltools.optimize.torch.pruning.rst │ └── coremltools.optimize.torch.quantization.rst ├── examples └── README.md ├── milstoragepython ├── MilStorage.cpp ├── MilStorage.hpp └── MilStoragePython.cpp ├── mlmodel ├── .gitignore ├── CMakeLists.txt ├── build │ ├── .gitignore │ └── format │ │ ├── ArrayFeatureExtractor.pb.cc │ │ ├── ArrayFeatureExtractor.pb.h │ │ ├── ArrayFeatureExtractor_enums.h │ │ ├── AudioFeaturePrint.pb.cc │ │ ├── AudioFeaturePrint.pb.h │ │ ├── AudioFeaturePrint_enums.h │ │ ├── BayesianProbitRegressor.pb.cc │ │ ├── BayesianProbitRegressor.pb.h │ │ ├── BayesianProbitRegressor_enums.h │ │ ├── CategoricalMapping.pb.cc │ │ ├── CategoricalMapping.pb.h │ │ ├── CategoricalMapping_enums.h │ │ ├── ClassConfidenceThresholding.pb.cc │ │ ├── ClassConfidenceThresholding.pb.h │ │ ├── ClassConfidenceThresholding_enums.h │ │ ├── CustomModel.pb.cc │ │ ├── CustomModel.pb.h │ │ ├── CustomModel_enums.h │ │ ├── DataStructures.pb.cc │ │ ├── DataStructures.pb.h │ │ ├── DataStructures_enums.h │ │ ├── DictVectorizer.pb.cc │ │ ├── DictVectorizer.pb.h │ │ ├── DictVectorizer_enums.h │ │ ├── FeatureTypes.pb.cc │ │ ├── FeatureTypes.pb.h │ │ ├── FeatureTypes_enums.h │ │ ├── FeatureVectorizer.pb.cc │ │ ├── FeatureVectorizer.pb.h │ │ ├── FeatureVectorizer_enums.h │ │ ├── GLMClassifier.pb.cc │ │ ├── GLMClassifier.pb.h │ │ ├── GLMClassifier_enums.h │ │ ├── GLMRegressor.pb.cc │ │ ├── GLMRegressor.pb.h │ │ ├── GLMRegressor_enums.h │ │ ├── Gazetteer.pb.cc │ │ ├── Gazetteer.pb.h │ │ ├── Gazetteer_enums.h │ │ ├── Identity.pb.cc │ │ ├── Identity.pb.h │ │ ├── Identity_enums.h │ │ ├── Imputer.pb.cc │ │ ├── Imputer.pb.h │ │ ├── Imputer_enums.h │ │ ├── ItemSimilarityRecommender.pb.cc │ │ ├── ItemSimilarityRecommender.pb.h │ │ ├── ItemSimilarityRecommender_enums.h │ │ ├── LinkedModel.pb.cc │ │ ├── LinkedModel.pb.h │ │ ├── LinkedModel_enums.h │ │ ├── MIL.pb.cc │ │ ├── MIL.pb.h │ │ ├── MIL_enums.h │ │ ├── Model.pb.cc │ │ ├── Model.pb.h │ │ ├── Model_enums.h │ │ ├── NearestNeighbors.pb.cc │ │ ├── NearestNeighbors.pb.h │ │ ├── NearestNeighbors_enums.h │ │ ├── NeuralNetwork.pb.cc │ │ ├── NeuralNetwork.pb.h │ │ ├── NeuralNetwork_enums.h │ │ ├── NonMaximumSuppression.pb.cc │ │ ├── NonMaximumSuppression.pb.h │ │ ├── NonMaximumSuppression_enums.h │ │ ├── Normalizer.pb.cc │ │ ├── Normalizer.pb.h │ │ ├── Normalizer_enums.h │ │ ├── OneHotEncoder.pb.cc │ │ ├── OneHotEncoder.pb.h │ │ ├── OneHotEncoder_enums.h │ │ ├── Parameters.pb.cc │ │ ├── Parameters.pb.h │ │ ├── Parameters_enums.h │ │ ├── SVM.pb.cc │ │ ├── SVM.pb.h │ │ ├── SVM_enums.h │ │ ├── Scaler.pb.cc │ │ ├── Scaler.pb.h │ │ ├── Scaler_enums.h │ │ ├── SoundAnalysisPreprocessing.pb.cc │ │ ├── SoundAnalysisPreprocessing.pb.h │ │ ├── SoundAnalysisPreprocessing_enums.h │ │ ├── TextClassifier.pb.cc │ │ ├── TextClassifier.pb.h │ │ ├── TextClassifier_enums.h │ │ ├── TreeEnsemble.pb.cc │ │ ├── TreeEnsemble.pb.h │ │ ├── TreeEnsemble_enums.h │ │ ├── VisionFeaturePrint.pb.cc │ │ ├── VisionFeaturePrint.pb.h │ │ ├── VisionFeaturePrint_enums.h │ │ ├── WordEmbedding.pb.cc │ │ ├── WordEmbedding.pb.h │ │ ├── WordEmbedding_enums.h │ │ ├── WordTagger.pb.cc │ │ ├── WordTagger.pb.h │ │ └── WordTagger_enums.h ├── docs │ ├── .gitignore │ ├── Format │ │ ├── ArrayFeatureExtractor.rst │ │ ├── AudioFeaturePrint.rst │ │ ├── BayesianProbitRegressor.rst │ │ ├── CategoricalMapping.rst │ │ ├── Classifiers.rst │ │ ├── CustomModel.rst │ │ ├── DataStructures.rst │ │ ├── DataStructuresTypes.rst │ │ ├── DictVectorizer.rst │ │ ├── FeatureEngineering.rst │ │ ├── FeatureTypes.rst │ │ ├── FeatureVectorizer.rst │ │ ├── GLMClassifier.rst │ │ ├── GLMRegressor.rst │ │ ├── Gazetteer.rst │ │ ├── Identity.rst │ │ ├── Imputer.rst │ │ ├── ItemSimilarityRecommender.rst │ │ ├── LinkedModel.rst │ │ ├── MIL.rst │ │ ├── Model.rst │ │ ├── NearestNeighbors.rst │ │ ├── NeuralNetwork.rst │ │ ├── NonMaximumSuppression.rst │ │ ├── Normalizer.rst │ │ ├── OneHotEncoder.rst │ │ ├── OtherModels.rst │ │ ├── Parameters.rst │ │ ├── Regressors.rst │ │ ├── SVM.rst │ │ ├── Scaler.rst │ │ ├── SoundAnalysisPreprocessing.rst │ │ ├── TextClassifier.rst │ │ ├── TreeEnsemble.rst │ │ ├── VisionFeaturePrint.rst │ │ ├── WordEmbedding.rst │ │ └── WordTagger.rst │ ├── Makefile │ ├── _themes │ ├── conf.py │ ├── index.rst │ ├── preprocess.py │ ├── readme_session.py │ └── rst.mustache ├── format │ ├── ArrayFeatureExtractor.proto │ ├── AudioFeaturePrint.proto │ ├── BayesianProbitRegressor.proto │ ├── CategoricalMapping.proto │ ├── ClassConfidenceThresholding.proto │ ├── CustomModel.proto │ ├── DataStructures.proto │ ├── DictVectorizer.proto │ ├── FeatureTypes.proto │ ├── FeatureVectorizer.proto │ ├── GLMClassifier.proto │ ├── GLMRegressor.proto │ ├── Gazetteer.proto │ ├── Identity.proto │ ├── Imputer.proto │ ├── ItemSimilarityRecommender.proto │ ├── LICENSE.txt │ ├── LinkedModel.proto │ ├── MIL.proto │ ├── Model.proto │ ├── NearestNeighbors.proto │ ├── NeuralNetwork.proto │ ├── NonMaximumSuppression.proto │ ├── Normalizer.proto │ ├── OneHotEncoder.proto │ ├── Parameters.proto │ ├── README.rst │ ├── SVM.proto │ ├── Scaler.proto │ ├── SoundAnalysisPreprocessing.proto │ ├── TextClassifier.proto │ ├── TreeEnsemble.proto │ ├── VisionFeaturePrint.proto │ ├── WordEmbedding.proto │ └── WordTagger.proto ├── src │ ├── Comparison.cpp │ ├── Comparison.hpp │ ├── DataType.cpp │ ├── DataType.hpp │ ├── Export.hpp │ ├── Format.hpp │ ├── Globals.hpp │ ├── HashOutputStreamBuf.cpp │ ├── HashOutputStreamBuf.hpp │ ├── ItemSimilarityRecommenderCommon.cpp │ ├── ItemSimilarityRecommenderCommon.hpp │ ├── LayerShapeConstraints.cpp │ ├── LayerShapeConstraints.hpp │ ├── MILBlob │ │ ├── Bf16.hpp │ │ ├── Blob │ │ │ ├── BlobDataType.hpp │ │ │ ├── FileWriter.cpp │ │ │ ├── FileWriter.hpp │ │ │ ├── MMapFileReader.cpp │ │ │ ├── MMapFileReader.hpp │ │ │ ├── MMapFileReaderFactory.cpp │ │ │ ├── MMapFileReaderFactory.hpp │ │ │ ├── StorageFormat.hpp │ │ │ ├── StorageReader.cpp │ │ │ ├── StorageReader.hpp │ │ │ ├── StorageWriter.cpp │ │ │ └── StorageWriter.hpp │ │ ├── Fp16.cpp │ │ ├── Fp16.hpp │ │ ├── Fp8.cpp │ │ ├── Fp8.hpp │ │ ├── SubByteTypeList.hpp │ │ ├── SubByteTypes.cpp │ │ ├── SubByteTypes.hpp │ │ └── Util │ │ │ ├── Span.hpp │ │ │ ├── SpanCast.hpp │ │ │ ├── SubByteConversionUtils.hpp │ │ │ └── Verify.hpp │ ├── MLModelSpecification.hpp │ ├── Model.cpp │ ├── Model.hpp │ ├── Result.cpp │ ├── Result.hpp │ ├── ResultReason.hpp │ ├── ResultType.hpp │ ├── TreeEnsembleCommon.cpp │ ├── TreeEnsembleCommon.hpp │ ├── Utils.cpp │ ├── Utils.hpp │ ├── Validation │ │ ├── ArrayFeatureExtractorValidator.cpp │ │ ├── AudioFeaturePrintValidator.cpp │ │ ├── BayesianProbitRegressionValidator.cpp │ │ ├── CategoricalMappingValidator.cpp │ │ ├── ClassConfidenceThresholdingValidator.cpp │ │ ├── CustomModelValidator.cpp │ │ ├── DictVectorizerValidator.cpp │ │ ├── FeatureVectorizerValidator.cpp │ │ ├── GazetteerValidator.cpp │ │ ├── IdentityValidator.cpp │ │ ├── ImputerValidator.cpp │ │ ├── InterfaceValidators.cpp │ │ ├── ItemSimilarityRecommenderValidator.cpp │ │ ├── KNearestNeighborsClassifierValidator.cpp │ │ ├── LinearModelValidator.cpp │ │ ├── LinkedModelValidator.cpp │ │ ├── NeuralNetwork │ │ │ ├── NeuralNetworkLayerValidator.cpp │ │ │ ├── NeuralNetworkShapes.cpp │ │ │ ├── NeuralNetworkShapes.hpp │ │ │ ├── NeuralNetworkValidator.cpp │ │ │ ├── NeuralNetworkValidator.hpp │ │ │ ├── NeuralNetworkValidatorGraph.hpp │ │ │ ├── NeuralNetworkValidatorUtils.hpp │ │ │ ├── UpdatableNeuralNetworkValidator.cpp │ │ │ └── UpdatableNeuralNetworkValidator.hpp │ │ ├── NonMaximumSuppressionValidator.cpp │ │ ├── NormalizerValidator.cpp │ │ ├── OneHotEncoderValidator.cpp │ │ ├── ParameterValidator.cpp │ │ ├── ParameterValidator.hpp │ │ ├── PipelineValidator.cpp │ │ ├── QuantizationValidationUtils.cpp │ │ ├── QuantizationValidationUtils.hpp │ │ ├── SVMValidator.cpp │ │ ├── ScalarValidator.cpp │ │ ├── SoundAnalysisPreprocessingValidator.cpp │ │ ├── TextClassifierValidator.cpp │ │ ├── TreeEnsembleValidator.cpp │ │ ├── ValidatorUtils-inl.hpp │ │ ├── Validators.hpp │ │ ├── VisionFeaturePrintValidator.cpp │ │ ├── WordEmbeddingValidator.cpp │ │ └── WordTaggerValidator.cpp │ └── transforms │ │ ├── DictVectorizer.cpp │ │ ├── DictVectorizer.hpp │ │ ├── FeatureVectorizer.cpp │ │ ├── FeatureVectorizer.hpp │ │ ├── ItemSimilarityRecommender.cpp │ │ ├── ItemSimilarityRecommender.hpp │ │ ├── LinearModel.cpp │ │ ├── LinearModel.hpp │ │ ├── LogisticModel.cpp │ │ ├── LogisticModel.hpp │ │ ├── NeuralNetwork.cpp │ │ ├── NeuralNetwork.hpp │ │ ├── OneHotEncoder.cpp │ │ ├── OneHotEncoder.hpp │ │ ├── Pipeline.cpp │ │ ├── Pipeline.hpp │ │ ├── TreeEnsemble.cpp │ │ └── TreeEnsemble.hpp ├── test_runner.cpp ├── tests │ ├── AudioFeaturePrintValidatorTests.cpp │ ├── BayesianProbitRegressionValidatorTests.cpp │ ├── InterfaceTests.cpp │ ├── KNNValidatorTests.cpp │ ├── LinearModelTests.cpp │ ├── MILBlob │ │ ├── AutoDeleteTempFile.cpp │ │ ├── AutoDeleteTempFile.hpp │ │ ├── BlobUtils.cpp │ │ ├── BlobUtils.hpp │ │ ├── FileWriterTests.cpp │ │ ├── MMapFileReaderTests.cpp │ │ ├── SpanCastTests.cpp │ │ ├── SpanTests.cpp │ │ ├── StorageIntegrationTests.cpp │ │ ├── StorageReaderTests.cpp │ │ └── StorageWriterTests.cpp │ ├── MLModelTests.hpp │ ├── ModelContainerTests.cpp │ ├── ModelCreationUtils.cpp │ ├── ModelCreationUtils.hpp │ ├── NNShapeTests.cpp │ ├── NNShaperTest.cpp │ ├── NNValidatorTests.cpp │ ├── OneHotEncoderTests.cpp │ ├── ParameterTests.cpp │ ├── ParameterTests.hpp │ ├── SaveLoadTests.cpp │ ├── SoundAnalysisPreprocessingValidatorTests.cpp │ ├── TreeEnsembleTests.cpp │ ├── UpdatableModelValidatorTests.cpp │ ├── UtilsTests.cpp │ ├── VisionFeaturePrintValidatorTests.cpp │ └── framework │ │ └── TestUtils.hpp └── tools │ ├── .gitignore │ └── enumgen.cpp ├── modelpackage └── src │ ├── ModelPackage.cpp │ ├── ModelPackage.hpp │ ├── ModelPackagePython.cpp │ └── utils │ ├── JsonMap.cpp │ └── JsonMap.hpp ├── pytest.ini ├── reqs ├── build.pip ├── common_test_packages.pip ├── docs.pip ├── pytorch.pip ├── test.pip ├── test_executorch.pip ├── test_tf1.pip ├── test_tf2.pip └── test_torch.pip ├── scripts ├── build.sh ├── build_docs.sh ├── build_tag.py ├── conda │ ├── build.sh │ ├── conda_build_config.yaml │ └── meta.yaml ├── env_activate.sh ├── env_create.sh ├── pytest_with_deselect_and_save.sh ├── release_wheel.sh └── test.sh └── setup.py /.github/ISSUE_TEMPLATE/---bug-report.md: 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