3535#include " litert/cc/litert_tensor_buffer.h"
3636#include " litert/python/litert_wrapper/common/litert_wrapper_utils.h"
3737
38- namespace litert {
39- namespace compiled_model_wrapper {
38+ namespace litert ::compiled_model_wrapper {
4039
4140// Returns the byte width of a data type.
4241size_t CompiledModelWrapper::ByteWidthOfDType (const std::string& dtype) {
@@ -47,9 +46,8 @@ size_t CompiledModelWrapper::ByteWidthOfDType(const std::string& dtype) {
4746}
4847
4948// Constructor for CompiledModelWrapper.
50- CompiledModelWrapper::CompiledModelWrapper (litert::Environment env,
51- litert::Model model,
52- litert::CompiledModel compiled)
49+ CompiledModelWrapper::CompiledModelWrapper (Environment env, Model model,
50+ CompiledModel compiled)
5351 : environment_(std::move(env)),
5452 model_ (std::move(model)),
5553 compiled_model_(std::move(compiled)) {}
@@ -71,8 +69,7 @@ PyObject* CompiledModelWrapper::ReportError(const std::string& msg) {
7169}
7270
7371// Converts a LiteRT error to a Python exception.
74- PyObject* CompiledModelWrapper::ConvertErrorToPyExc (
75- const litert::Error& error) {
72+ PyObject* CompiledModelWrapper::ConvertErrorToPyExc (const Error& error) {
7673 PyErr_Format (PyExc_RuntimeError, " CompiledModel error: code=%d, message=%s" ,
7774 static_cast <int >(error.Status ()), error.Message ().c_str ());
7875 return nullptr ;
@@ -83,36 +80,36 @@ CompiledModelWrapper* CompiledModelWrapper::CreateWrapperFromFile(
8380 const char * model_path, const char * compiler_plugin_path,
8481 const char * dispatch_library_path, int hardware_accel,
8582 std::string* out_error) {
86- // Create environment with options
87- std::vector<litert:: Environment::Option> options;
83+ // Create an environment with options
84+ std::vector<Environment::Option> options;
8885 if (compiler_plugin_path && *compiler_plugin_path) {
89- options.push_back (litert::Environment::Option{
90- litert:: Environment::OptionTag::CompilerPluginLibraryDir,
91- std::string (compiler_plugin_path)});
86+ options.push_back (
87+ Environment::Option{ Environment::OptionTag::CompilerPluginLibraryDir,
88+ std::string (compiler_plugin_path)});
9289 }
9390 if (dispatch_library_path && *dispatch_library_path) {
94- options.push_back (litert::Environment::Option{
95- litert:: Environment::OptionTag::DispatchLibraryDir,
96- std::string (dispatch_library_path)});
91+ options.push_back (
92+ Environment::Option{ Environment::OptionTag::DispatchLibraryDir,
93+ std::string (dispatch_library_path)});
9794 }
98- auto env_or = litert:: Environment::Create (options);
95+ auto env_or = Environment::Create (options);
9996 if (!env_or) {
10097 if (out_error) *out_error = env_or.Error ().Message ();
10198 return nullptr ;
10299 }
103- litert:: Environment env = std::move (*env_or);
100+ Environment env = std::move (*env_or);
104101
105- // Load model from file
106- auto model_or = litert:: Model::CreateFromFile (model_path);
102+ // Load model from a file
103+ auto model_or = Model::CreateFromFile (model_path);
107104 if (!model_or) {
108105 if (out_error) *out_error = model_or.Error ().Message ();
109106 return nullptr ;
110107 }
111- litert:: Model model = std::move (*model_or);
108+ Model model = std::move (*model_or);
112109
113- // Create compiled model
114- auto compiled_or = litert:: CompiledModel::Create (
115- env, model, ( LiteRtHwAccelerators) hardware_accel);
110+ // Create a compiled model
111+ auto compiled_or = CompiledModel::Create (
112+ env, model, static_cast < LiteRtHwAccelerators>( hardware_accel) );
116113 if (!compiled_or) {
117114 if (out_error) *out_error = compiled_or.Error ().Message ();
118115 return nullptr ;
@@ -145,37 +142,37 @@ CompiledModelWrapper* CompiledModelWrapper::CreateWrapperFromBuffer(
145142 }
146143
147144 // Create environment with options
148- std::vector<litert:: Environment::Option> options;
145+ std::vector<Environment::Option> options;
149146 if (compiler_plugin_path && *compiler_plugin_path) {
150- options.push_back (litert::Environment::Option{
151- litert:: Environment::OptionTag::CompilerPluginLibraryDir,
152- std::string (compiler_plugin_path)});
147+ options.push_back (
148+ Environment::Option{ Environment::OptionTag::CompilerPluginLibraryDir,
149+ std::string (compiler_plugin_path)});
153150 }
154151 if (dispatch_library_path && *dispatch_library_path) {
155- options.push_back (litert::Environment::Option{
156- litert:: Environment::OptionTag::DispatchLibraryDir,
157- std::string (dispatch_library_path)});
152+ options.push_back (
153+ Environment::Option{ Environment::OptionTag::DispatchLibraryDir,
154+ std::string (dispatch_library_path)});
158155 }
159156
160- auto env_or = litert:: Environment::Create (options);
157+ auto env_or = Environment::Create (options);
161158 if (!env_or) {
162159 if (out_error) *out_error = env_or.Error ().Message ();
163160 return nullptr ;
164161 }
165- litert:: Environment env = std::move (*env_or);
162+ Environment env = std::move (*env_or);
166163
167164 // Create model from buffer
168- litert:: BufferRef<uint8_t > ref (reinterpret_cast <uint8_t *>(buf),
169- static_cast <size_t >(length));
170- auto model_or = litert:: Model::CreateFromBuffer (ref);
165+ BufferRef<uint8_t > ref (reinterpret_cast <uint8_t *>(buf),
166+ static_cast <size_t >(length));
167+ auto model_or = Model::CreateFromBuffer (ref);
171168 if (!model_or) {
172169 if (out_error) *out_error = model_or.Error ().Message ();
173170 return nullptr ;
174171 }
175- litert:: Model model = std::move (*model_or);
172+ Model model = std::move (*model_or);
176173
177- // Create compiled model
178- auto compiled_or = litert:: CompiledModel::Create (
174+ // Create a compiled model
175+ auto compiled_or = CompiledModel::Create (
179176 env, model, static_cast <LiteRtHwAccelerators>(hardware_accel));
180177 if (!compiled_or) {
181178 if (out_error) *out_error = compiled_or.Error ().Message ();
@@ -266,7 +263,7 @@ PyObject* CompiledModelWrapper::GetSignatureByIndex(int signature_index) {
266263// Returns the number of signatures in the model.
267264PyObject* CompiledModelWrapper::GetNumSignatures () {
268265 auto num = model_.GetNumSignatures ();
269- return PyLong_FromLong (( int64_t ) num);
266+ return PyLong_FromLong (static_cast < int64_t >( num) );
270267}
271268
272269// Returns the index of a signature by key.
@@ -296,7 +293,8 @@ PyObject* CompiledModelWrapper::GetInputBufferRequirements(int signature_index,
296293 Py_DECREF (dict);
297294 return ConvertErrorToPyExc (size_or.Error ());
298295 }
299- PyDict_SetItemString (dict, " buffer_size" , PyLong_FromLong ((int64_t )*size_or));
296+ PyDict_SetItemString (dict, " buffer_size" ,
297+ PyLong_FromLong (static_cast <int64_t >(*size_or)));
300298
301299 // Add supported types
302300 auto types_or = req.SupportedTypes ();
@@ -305,7 +303,7 @@ PyObject* CompiledModelWrapper::GetInputBufferRequirements(int signature_index,
305303 return ConvertErrorToPyExc (types_or.Error ());
306304 }
307305 auto types = std::move (*types_or);
308- PyObject* py_list = PyList_New (( Py_ssize_t) types.size ());
306+ PyObject* py_list = PyList_New (static_cast < Py_ssize_t>( types.size () ));
309307 for (size_t i = 0 ; i < types.size (); i++) {
310308 PyList_SetItem (py_list, i, PyLong_FromLong (types[i]));
311309 }
@@ -319,7 +317,7 @@ PyObject* CompiledModelWrapper::GetInputBufferRequirements(int signature_index,
319317PyObject* CompiledModelWrapper::GetOutputBufferRequirements (int signature_index,
320318 int output_index) {
321319 auto req_or = compiled_model_.GetOutputBufferRequirements (
322- ( size_t ) signature_index, ( size_t ) output_index);
320+ static_cast < size_t >( signature_index), static_cast < size_t >( output_index) );
323321 if (!req_or) {
324322 return ConvertErrorToPyExc (req_or.Error ());
325323 }
@@ -333,15 +331,16 @@ PyObject* CompiledModelWrapper::GetOutputBufferRequirements(int signature_index,
333331 Py_DECREF (dict);
334332 return ConvertErrorToPyExc (size_or.Error ());
335333 }
336- PyDict_SetItemString (dict, " buffer_size" , PyLong_FromLong ((int64_t )*size_or));
334+ PyDict_SetItemString (dict, " buffer_size" ,
335+ PyLong_FromLong (static_cast <int64_t >(*size_or)));
337336
338337 auto types_or = req.SupportedTypes ();
339338 if (!types_or) {
340339 Py_DECREF (dict);
341340 return ConvertErrorToPyExc (types_or.Error ());
342341 }
343342 auto types = std::move (*types_or);
344- PyObject* py_list = PyList_New (( Py_ssize_t) types.size ());
343+ PyObject* py_list = PyList_New (static_cast < Py_ssize_t>( types.size () ));
345344 for (size_t i = 0 ; i < types.size (); i++) {
346345 PyList_SetItem (py_list, i, PyLong_FromLong (types[i]));
347346 }
@@ -377,7 +376,8 @@ PyObject* CompiledModelWrapper::CreateOutputBufferByName(
377376}
378377
379378PyObject* CompiledModelWrapper::CreateInputBuffers (int signature_index) {
380- auto buffers_or = compiled_model_.CreateInputBuffers ((size_t )signature_index);
379+ auto buffers_or =
380+ compiled_model_.CreateInputBuffers (static_cast <size_t >(signature_index));
381381 if (!buffers_or) {
382382 return ConvertErrorToPyExc (buffers_or.Error ());
383383 }
@@ -387,14 +387,14 @@ PyObject* CompiledModelWrapper::CreateInputBuffers(int signature_index) {
387387 // Python owns them. Destroy on capsule destructor.
388388 PyObject* capsule =
389389 litert_wrapper_utils::MakeTensorBufferCapsule (buffers[i]);
390- PyList_SetItem (py_list, i, capsule); // steals ref
390+ PyList_SetItem (py_list, i, capsule); // steal ref
391391 }
392392 return py_list;
393393}
394394
395395PyObject* CompiledModelWrapper::CreateOutputBuffers (int signature_index) {
396396 auto buffers_or =
397- compiled_model_.CreateOutputBuffers (( size_t ) signature_index);
397+ compiled_model_.CreateOutputBuffers (static_cast < size_t >( signature_index) );
398398 if (!buffers_or) {
399399 return ConvertErrorToPyExc (buffers_or.Error ());
400400 }
@@ -415,8 +415,8 @@ PyObject* CompiledModelWrapper::RunByName(const char* signature_key,
415415 return ReportError (" RunByName expects input_map & output_map as dict" );
416416 }
417417
418- absl::flat_hash_map<absl::string_view, litert:: TensorBuffer> in_map;
419- absl::flat_hash_map<absl::string_view, litert:: TensorBuffer> out_map;
418+ absl::flat_hash_map<absl::string_view, TensorBuffer> in_map;
419+ absl::flat_hash_map<absl::string_view, TensorBuffer> out_map;
420420
421421 PyObject* key;
422422 PyObject* val;
@@ -436,7 +436,7 @@ PyObject* CompiledModelWrapper::RunByName(const char* signature_key,
436436 return ReportError (" capsule missing pointer in input_map" );
437437 }
438438 in_map[nm] =
439- litert:: TensorBuffer (( LiteRtTensorBuffer) ptr, litert:: OwnHandle::kNo );
439+ TensorBuffer (static_cast < LiteRtTensorBuffer>( ptr), OwnHandle::kNo );
440440 }
441441
442442 pos = 0 ;
@@ -455,11 +455,11 @@ PyObject* CompiledModelWrapper::RunByName(const char* signature_key,
455455 return ReportError (" capsule missing pointer in output_map" );
456456 }
457457 out_map[nm] =
458- litert:: TensorBuffer (( LiteRtTensorBuffer) ptr, litert:: OwnHandle::kNo );
458+ TensorBuffer (static_cast < LiteRtTensorBuffer>( ptr), OwnHandle::kNo );
459459 }
460460
461- auto run_or = compiled_model_.Run (signature_key, in_map, out_map);
462- if ( !run_or) {
461+ if ( auto run_or = compiled_model_.Run (signature_key, in_map, out_map);
462+ !run_or) {
463463 return ConvertErrorToPyExc (run_or.Error ());
464464 }
465465 Py_RETURN_NONE;
@@ -474,8 +474,8 @@ PyObject* CompiledModelWrapper::RunByIndex(int signature_index,
474474 if (!PyList_Check (output_caps_list)) {
475475 return ReportError (" RunByIndex output_caps_list not list" );
476476 }
477- std::vector<litert:: TensorBuffer> inputs;
478- std::vector<litert:: TensorBuffer> outputs;
477+ std::vector<TensorBuffer> inputs;
478+ std::vector<TensorBuffer> outputs;
479479
480480 Py_ssize_t n_in = PyList_Size (input_caps_list);
481481 inputs.reserve (n_in);
@@ -489,7 +489,7 @@ PyObject* CompiledModelWrapper::RunByIndex(int signature_index,
489489 if (!ptr) {
490490 return ReportError (" Missing pointer in input capsule" );
491491 }
492- inputs.emplace_back (( LiteRtTensorBuffer) ptr, litert:: OwnHandle::kNo );
492+ inputs.emplace_back (static_cast < LiteRtTensorBuffer>( ptr), OwnHandle::kNo );
493493 }
494494
495495 Py_ssize_t n_out = PyList_Size (output_caps_list);
@@ -504,15 +504,15 @@ PyObject* CompiledModelWrapper::RunByIndex(int signature_index,
504504 if (!ptr) {
505505 return ReportError (" Missing pointer in output capsule" );
506506 }
507- outputs.emplace_back (( LiteRtTensorBuffer) ptr, litert:: OwnHandle::kNo );
507+ outputs.emplace_back (static_cast < LiteRtTensorBuffer>( ptr), OwnHandle::kNo );
508508 }
509509
510- auto run_or = compiled_model_.Run ((size_t )signature_index, inputs, outputs);
511- if (!run_or) {
510+ if (auto run_or = compiled_model_.Run (static_cast <size_t >(signature_index),
511+ inputs, outputs);
512+ !run_or) {
512513 return ConvertErrorToPyExc (run_or.Error ());
513514 }
514515 Py_RETURN_NONE;
515516}
516517
517- } // namespace compiled_model_wrapper
518- } // namespace litert
518+ } // namespace litert::compiled_model_wrapper
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