Khen Nursimulu | aaac7ee | 2016-12-11 22:03:52 -0500 | [diff] [blame] | 1 | #!/usr/bin/env python |
| 2 | # |
| 3 | # Copyright 2016 the original author or authors. |
| 4 | # |
| 5 | # Licensed under the Apache License, Version 2.0 (the "License"); |
| 6 | # you may not use this file except in compliance with the License. |
| 7 | # You may obtain a copy of the License at |
| 8 | # |
| 9 | # http://www.apache.org/licenses/LICENSE-2.0 |
| 10 | # |
| 11 | # Unless required by applicable law or agreed to in writing, software |
| 12 | # distributed under the License is distributed on an "AS IS" BASIS, |
| 13 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 14 | # See the License for the specific language governing permissions and |
| 15 | # limitations under the License. |
| 16 | # |
| 17 | |
| 18 | """protoc plugin to convert a protobuf schema to a yang schema |
| 19 | |
| 20 | - basic support for message, fields. enumeration, service, method |
| 21 | |
| 22 | - yang semantic rules needs to be implemented |
| 23 | |
| 24 | - to run this plugin : |
| 25 | |
| 26 | $ python -m grpc.tools.protoc -I. |
| 27 | --plugin=protoc-gen-custom=./proto2yang.py --custom_out=. <proto file>.proto |
| 28 | |
| 29 | - the above will produce a ietf-<proto file>.yang file formatted for yang |
| 30 | |
| 31 | - two examples of proto that can be used in the same directory are |
| 32 | yang.proto and addressbook.proto |
| 33 | |
| 34 | """ |
| 35 | |
| 36 | import sys |
| 37 | |
| 38 | from jinja2 import Template |
| 39 | from google.protobuf.compiler import plugin_pb2 as plugin |
| 40 | from descriptor_parser import DescriptorParser |
| 41 | |
| 42 | from google.protobuf.descriptor import FieldDescriptor |
| 43 | |
| 44 | template_yang = Template(""" |
| 45 | module ietf-{{ module.name }} { |
| 46 | |
| 47 | {% macro set_module_prefix(type) %} |
| 48 | {% for t in module.data_types %} |
| 49 | {% if t.type == type %} |
| 50 | {% if t.module != module.name %} {{ t.module }}:{{ type }}; |
| 51 | {% else %} {{ type }}; |
| 52 | {% endif %} |
| 53 | {% set found=True %} |
| 54 | {% endif %} |
| 55 | {% if loop.last %} |
| 56 | {% if not found %} {{ type }}; {% endif %} |
| 57 | {% endif %} |
| 58 | {% endfor %} |
| 59 | {% endmacro %} |
| 60 | |
| 61 | namespace "urn:opencord:params:xml:ns:voltha:ietf-{{ module.name }}"; |
| 62 | prefix {{ module.name }}; |
| 63 | |
| 64 | {% for imp in module.imports %} |
| 65 | import ietf-{{ imp.name }} { prefix {{ imp.name }} ; } |
| 66 | {% endfor %} |
| 67 | |
| 68 | organization "CORD"; |
| 69 | contact |
| 70 | " Any name"; |
| 71 | |
| 72 | description |
| 73 | "{{ module.description }}"; |
| 74 | |
| 75 | revision "2016-11-15" { |
| 76 | description "Initial revision."; |
| 77 | reference "reference"; |
| 78 | } |
| 79 | |
| 80 | {% for enum in module.enums %} |
| 81 | typedef {{ enum.name }} { |
| 82 | type enumeration { |
| 83 | {% for v in enum.value %} |
| 84 | enum {{ v.name }} { |
| 85 | description "{{ v.description }}"; |
| 86 | } |
| 87 | {% endfor %} |
| 88 | } |
| 89 | description |
| 90 | "{{ enum.description }}"; |
| 91 | } |
| 92 | {% endfor %} |
| 93 | |
| 94 | {% for message in module.messages recursive %} |
| 95 | {% if message.name in module.referred_messages %} |
| 96 | grouping {{ message.name }} { |
| 97 | {% else %} |
| 98 | container {{ message.name }} { |
| 99 | {% endif %} |
| 100 | description |
| 101 | "{{ message.description }}"; |
| 102 | {% for field in message.fields %} |
| 103 | {% if field.type_ref %} |
| 104 | {% for dict_item in module.referred_messages_with_keys %} |
| 105 | {% if dict_item.name == field.type %} |
| 106 | {% if not field.repeated %} |
| 107 | container {{ field.name }} { |
| 108 | {% else %} |
| 109 | list {{ field.name }} { |
| 110 | key "{{ dict_item.key }}"; |
| 111 | {% if not field.repeated %} |
| 112 | max-elements 1; |
| 113 | {% endif %} |
| 114 | {% endif %} |
| 115 | uses {{ set_module_prefix(field.type) }} |
| 116 | description |
| 117 | "{{ field.description }}"; |
| 118 | } |
| 119 | {% endif %} |
| 120 | {% endfor %} |
| 121 | {% elif field.repeated %} |
| 122 | list {{ field.name }} { |
| 123 | key "{{ field.name }}"; |
| 124 | leaf {{ field.name }} { |
| 125 | {% if field.type == "decimal64" %} |
| 126 | type {{ field.type }} { |
| 127 | fraction-digits 5; |
| 128 | } |
| 129 | {% else %} |
| 130 | type {{ set_module_prefix(field.type) }} |
| 131 | {% endif %} |
| 132 | description |
| 133 | "{{ field.description }}"; |
| 134 | } |
| 135 | description |
| 136 | "{{ field.description }}"; |
| 137 | } |
| 138 | {% else %} |
| 139 | leaf {{ field.name }} { |
| 140 | {% if field.type == "decimal64" %} |
| 141 | type {{ field.type }} { |
| 142 | fraction-digits 5; |
| 143 | } |
| 144 | {% else %} |
| 145 | type {{ set_module_prefix(field.type) }} |
| 146 | {% endif %} |
| 147 | description |
| 148 | "{{ field.description }}"; |
| 149 | } |
| 150 | {% endif %} |
| 151 | |
| 152 | {% endfor %} |
| 153 | {% for enum_type in message.enums %} |
| 154 | typedef {{ enum_type.name }} { |
| 155 | type enumeration { |
| 156 | {% for v in enum_type.value %} |
| 157 | enum {{ v.name }} { |
| 158 | description "{{ v.description }}"; |
| 159 | } |
| 160 | {% endfor %} |
| 161 | } |
| 162 | description |
| 163 | "{{ enum_type.description }}"; |
| 164 | } |
| 165 | |
| 166 | {% endfor %} |
| 167 | {% if message.messages %} |
| 168 | {{ loop (message.messages)|indent(4, false) }} |
| 169 | {% endif %} |
| 170 | } |
| 171 | |
| 172 | {% endfor %} |
| 173 | {% for service in module.services %} |
| 174 | {% if service.description %} |
| 175 | /* {{ service.description }}" */ |
| 176 | {% endif %} |
| 177 | {% for method in service.methods %} |
| 178 | rpc {{ service.service }}-{{ method.method }} { |
| 179 | description |
| 180 | "{{ method.description }}"; |
| 181 | {% if method.input %} |
| 182 | input { |
| 183 | {% if method.input_ref %} |
| 184 | uses {{ set_module_prefix(method.input) }} |
| 185 | {% else %} |
| 186 | leaf {{ method.input }} { |
| 187 | type {{ set_module_prefix(method.input) }} |
| 188 | } |
| 189 | {% endif %} |
| 190 | } |
| 191 | {% endif %} |
| 192 | {% if method.output %} |
| 193 | output { |
| 194 | {% if method.output_ref %} |
| 195 | uses {{ set_module_prefix(method.output) }} |
| 196 | {% else %} |
| 197 | leaf {{ method.output }} { |
| 198 | type {{ set_module_prefix(method.output) }} |
| 199 | } |
| 200 | {% endif %} |
| 201 | } |
| 202 | {% endif %} |
| 203 | } |
| 204 | |
| 205 | {% endfor %} |
| 206 | |
| 207 | {% endfor %} |
| 208 | } |
| 209 | """, trim_blocks=True, lstrip_blocks=True) |
| 210 | |
| 211 | # def traverse_dependencies(descriptor): |
| 212 | # dependencies = [] |
| 213 | # proto_imports = descriptor.get('dependency', []) |
| 214 | # for proto_import in proto_imports: |
| 215 | # # If the import file has a directory path to it remove it as it is not |
| 216 | # # allowed in Yang. The proto extension should be removed as well |
| 217 | # dependencies.append ( |
| 218 | # { |
| 219 | # 'name' : proto_import.split('/')[-1][:-len('.proto')] |
| 220 | # } |
| 221 | # ) |
| 222 | # return dependencies |
| 223 | |
| 224 | |
| 225 | def traverse_messages(message_types, prefix, referenced_messages): |
| 226 | messages = [] |
| 227 | for message_type in message_types: |
| 228 | assert message_type['_type'] == 'google.protobuf.DescriptorProto' |
| 229 | |
| 230 | # full_name = prefix + '-' + message_type['name'] |
| 231 | full_name = message_type['name'] |
| 232 | |
| 233 | # parse the fields |
| 234 | fields = traverse_fields(message_type.get('field', []), full_name, |
| 235 | referenced_messages) |
| 236 | |
| 237 | # parse the enums |
| 238 | enums = traverse_enums(message_type.get('enum_type', []), full_name) |
| 239 | |
| 240 | # parse nested messages |
| 241 | nested = message_type.get('nested_type', []) |
| 242 | nested_messages = traverse_messages(nested, full_name, |
| 243 | referenced_messages) |
| 244 | messages.append( |
| 245 | { |
| 246 | 'name': full_name, |
| 247 | 'fields': fields, |
| 248 | 'enums': enums, |
| 249 | # 'extensions': extensions, |
| 250 | 'messages': nested_messages, |
| 251 | 'description': remove_unsupported_characters( |
| 252 | message_type.get('_description', '')), |
| 253 | # 'extension_ranges': extension_ranges, |
| 254 | # 'oneof': oneof |
| 255 | } |
| 256 | ) |
| 257 | return messages |
| 258 | |
| 259 | |
| 260 | def traverse_fields(fields_desc, prefix, referenced_messages): |
| 261 | fields = [] |
| 262 | for field in fields_desc: |
| 263 | assert field['_type'] == 'google.protobuf.FieldDescriptorProto' |
| 264 | yang_base_type = is_base_type(field['type']) |
| 265 | _type = get_yang_type(field) |
| 266 | if not yang_base_type: |
| 267 | referenced_messages.append(_type) |
| 268 | # add to referred messages also if it is an enumeration type |
| 269 | if is_enumeration(field['type']): |
| 270 | referenced_messages.append(_type) |
| 271 | |
| 272 | fields.append( |
| 273 | { |
| 274 | # 'name': prefix + '-' + field.get('name', ''), |
| 275 | 'name': field.get('name', ''), |
| 276 | 'label': field.get('label', ''), |
| 277 | 'repeated': field['label'] == FieldDescriptor.LABEL_REPEATED, |
| 278 | 'number': field.get('number', ''), |
| 279 | 'options': field.get('options', ''), |
| 280 | 'type_name': field.get('type_name', ''), |
| 281 | 'type': _type, |
| 282 | 'type_ref': not yang_base_type, |
| 283 | 'description': remove_unsupported_characters(field.get( |
| 284 | '_description', '')) |
| 285 | } |
| 286 | ) |
| 287 | return fields |
| 288 | |
| 289 | |
| 290 | def traverse_enums(enums_desc, prefix): |
| 291 | enums = [] |
| 292 | for enum in enums_desc: |
| 293 | assert enum['_type'] == 'google.protobuf.EnumDescriptorProto' |
| 294 | # full_name = prefix + '-' + enum.get('name', '') |
| 295 | full_name = enum.get('name', '') |
| 296 | enums.append( |
| 297 | { |
| 298 | 'name': full_name, |
| 299 | 'value': enum.get('value', ''), |
| 300 | 'description': remove_unsupported_characters(enum.get( |
| 301 | '_description', '')) |
| 302 | } |
| 303 | ) |
| 304 | return enums |
| 305 | |
| 306 | |
| 307 | def traverse_services(service_desc, referenced_messages): |
| 308 | services = [] |
| 309 | for service in service_desc: |
| 310 | methods = [] |
| 311 | for method in service.get('method', []): |
| 312 | assert method['_type'] == 'google.protobuf.MethodDescriptorProto' |
| 313 | |
| 314 | input_name = method.get('input_type') |
| 315 | input_ref = False |
| 316 | if not is_base_type(input_name): |
| 317 | input_name = remove_first_character_if_match(input_name, '.') |
| 318 | # input_name = input_name.replace(".", "-") |
| 319 | input_name = input_name.split('.')[-1] |
| 320 | referenced_messages.append(input_name) |
| 321 | input_ref = True |
| 322 | |
| 323 | output_name = method.get('output_type') |
| 324 | output_ref = False |
| 325 | if not is_base_type(output_name): |
| 326 | output_name = remove_first_character_if_match(output_name, '.') |
| 327 | # output_name = output_name.replace(".", "-") |
| 328 | output_name = output_name.split('.')[-1] |
| 329 | referenced_messages.append(output_name) |
| 330 | output_ref = True |
| 331 | |
| 332 | methods.append( |
| 333 | { |
| 334 | 'method': method.get('name', ''), |
| 335 | 'input': input_name, |
| 336 | 'input_ref': input_ref, |
| 337 | 'output': output_name, |
| 338 | 'output_ref': output_ref, |
| 339 | 'description': remove_unsupported_characters(method.get( |
| 340 | '_description', '')), |
| 341 | 'server_streaming': method.get('server_streaming', |
| 342 | False) == True |
| 343 | } |
| 344 | ) |
| 345 | services.append( |
| 346 | { |
| 347 | 'service': service.get('name', ''), |
| 348 | 'methods': methods, |
| 349 | 'description': remove_unsupported_characters(service.get( |
| 350 | '_description', '')), |
| 351 | } |
| 352 | ) |
| 353 | return services |
| 354 | |
| 355 | |
| 356 | def rchop(thestring, ending): |
| 357 | if thestring.endswith(ending): |
| 358 | return thestring[:-len(ending)] |
| 359 | return thestring |
| 360 | |
| 361 | |
| 362 | def traverse_desc(descriptor): |
| 363 | referenced_messages = [] |
| 364 | name = rchop(descriptor.get('name', ''), '.proto') |
| 365 | package = descriptor.get('package', '') |
| 366 | description = descriptor.get('_description', '') |
| 367 | # imports=traverse_dependencies(descriptor) |
| 368 | messages = traverse_messages(descriptor.get('message_type', []), |
| 369 | package, referenced_messages) |
| 370 | enums = traverse_enums(descriptor.get('enum_type', []), package) |
| 371 | services = traverse_services(descriptor.get('service', []), |
| 372 | referenced_messages) |
| 373 | # extensions = _traverse_extensions(descriptors) |
| 374 | # options = _traverse_options(descriptors) |
| 375 | # set_messages_keys(messages) |
| 376 | # unique_referred_messages_with_keys = [] |
| 377 | # for message_name in list(set(referenced_messages)): |
| 378 | # unique_referred_messages_with_keys.append( |
| 379 | # { |
| 380 | # 'name': message_name, |
| 381 | # 'key': get_message_key(message_name, messages) |
| 382 | # } |
| 383 | # ) |
| 384 | |
| 385 | # Get a list of type definitions (messages, enums) defined in this |
| 386 | # descriptor |
| 387 | defined_types = [m['name'].split('/')[-1] for m in messages] + \ |
| 388 | [e['name'].split('/')[-1] for e in enums] |
| 389 | |
| 390 | data = { |
| 391 | 'name': name.split('/')[-1], |
| 392 | 'package': package, |
| 393 | 'description': description, |
| 394 | # 'imports' : imports, |
| 395 | 'messages': messages, |
| 396 | 'enums': enums, |
| 397 | 'services': services, |
| 398 | 'defined_types' : defined_types, |
| 399 | 'referenced_messages': list(set(referenced_messages)), |
| 400 | # TODO: simplify for easier jinja2 template use |
| 401 | # 'referred_messages_with_keys': unique_referred_messages_with_keys, |
| 402 | # 'extensions': extensions, |
| 403 | # 'options': options |
| 404 | } |
| 405 | return data |
| 406 | |
| 407 | |
| 408 | def set_messages_keys(messages): |
| 409 | for message in messages: |
| 410 | message['key'] = _get_message_key(message, messages) |
| 411 | if message['messages']: |
| 412 | set_messages_keys(message['messages']) |
| 413 | |
| 414 | def _get_message_key(message, messages): |
| 415 | # assume key is first yang base type field |
| 416 | for field in message['fields']: |
| 417 | if not field['type_ref']: |
| 418 | return field['name'] |
| 419 | else: |
| 420 | # if the field name is a message then loop for the key in that |
| 421 | # message |
| 422 | ref_message = _get_message(field['type'], messages) |
| 423 | if ref_message: |
| 424 | return _get_message_key(ref_message, messages) |
| 425 | |
| 426 | # no key yet - search nested messaged |
| 427 | for m in message['messages']: |
| 428 | key = _get_message_key(m, messages) |
| 429 | if key is not None: |
| 430 | return key |
| 431 | else: |
| 432 | return None |
| 433 | |
| 434 | def _get_message(name, messages): |
| 435 | for m in messages: |
| 436 | if m['name'] == name: |
| 437 | return m |
| 438 | return None |
| 439 | |
| 440 | def get_message_key(message_name, messages): |
| 441 | for message in messages: |
| 442 | if message_name == message['name']: |
| 443 | return message['key'] |
| 444 | if message['messages']: |
| 445 | return get_message_key(message_name, message['messages']) |
| 446 | return None |
| 447 | |
| 448 | |
| 449 | def update_module_imports(module): |
| 450 | used_imports = set() |
| 451 | for ref_msg in module['referenced_messages']: |
| 452 | for type_dict in module['data_types']: |
| 453 | if ref_msg == type_dict['type']: |
| 454 | if module['name'] != type_dict['module']: |
| 455 | used_imports.add(type_dict['module']) |
| 456 | break |
| 457 | module['imports'] = [{'name' : i} for i in used_imports] |
| 458 | |
| 459 | |
| 460 | def generate_code(request, response): |
| 461 | assert isinstance(request, plugin.CodeGeneratorRequest) |
| 462 | |
| 463 | parser = DescriptorParser() |
| 464 | |
| 465 | # First process the proto file with the imports |
| 466 | all_defined_types = [] |
| 467 | all_proto_data = [] |
| 468 | all_referred_messages = [] |
| 469 | all_messages = [] |
| 470 | for proto_file in request.proto_file: |
| 471 | native_data = parser.parse_file_descriptor(proto_file, |
| 472 | type_tag_name='_type', |
| 473 | fold_comments=True) |
| 474 | |
| 475 | # Consolidate the defined types across imports |
| 476 | yang_data = traverse_desc(native_data) |
| 477 | for type in yang_data['defined_types']: |
| 478 | all_defined_types.append( |
| 479 | { |
| 480 | 'type' : type, |
| 481 | 'module' : yang_data['name'] |
| 482 | } |
| 483 | ) |
| 484 | |
| 485 | all_proto_data.append( |
| 486 | { |
| 487 | 'file_name': '{}-{}'.format('ietf', proto_file.name.split( |
| 488 | '/')[-1].replace('.proto','.yang')), |
| 489 | 'module': yang_data |
| 490 | } |
| 491 | ) |
| 492 | |
| 493 | # Consolidate referred messages across imports |
| 494 | all_referred_messages = all_referred_messages + yang_data['referenced_messages'] |
| 495 | |
| 496 | # consolidate all messages |
| 497 | all_messages = all_messages + yang_data['messages'] |
| 498 | |
| 499 | # Set the message keys - required for List definitions (repeated label) |
| 500 | set_messages_keys(all_messages) |
| 501 | unique_referred_messages_with_keys = [] |
| 502 | for m in all_messages: |
| 503 | unique_referred_messages_with_keys.append( |
| 504 | { |
| 505 | 'name': m['name'], |
| 506 | 'key': m['key'] |
| 507 | } |
| 508 | ) |
| 509 | |
| 510 | # Create the files |
| 511 | for proto_data in all_proto_data: |
| 512 | f = response.file.add() |
| 513 | f.name = proto_data['file_name'] |
| 514 | proto_data['module']['data_types'] = all_defined_types |
| 515 | proto_data['module']['referred_messages'] = all_referred_messages |
| 516 | proto_data['module']['referred_messages_with_keys'] = unique_referred_messages_with_keys |
| 517 | update_module_imports(proto_data['module']) |
| 518 | f.content = template_yang.render(module=proto_data['module']) |
| 519 | |
| 520 | |
| 521 | def get_yang_type(field): |
| 522 | type = field['type'] |
| 523 | if type in YANG_TYPE_MAP.keys(): |
| 524 | _type, _ = YANG_TYPE_MAP[type] |
| 525 | if _type in ['enumeration', 'message', 'group']: |
| 526 | return field['type_name'].split('.')[-1] |
| 527 | # return remove_first_character_if_match(field['type_name'], |
| 528 | # '.').replace('.', '-') |
| 529 | else: |
| 530 | return _type |
| 531 | else: |
| 532 | return type |
| 533 | |
| 534 | def is_enumeration(type): |
| 535 | if type in YANG_TYPE_MAP.keys(): |
| 536 | _type, _ = YANG_TYPE_MAP[type] |
| 537 | return _type in ['enumeration'] |
| 538 | return False |
| 539 | |
| 540 | def is_base_type(type): |
| 541 | # check numeric value of the type first |
| 542 | if type in YANG_TYPE_MAP.keys(): |
| 543 | _type, _ = YANG_TYPE_MAP[type] |
| 544 | return _type not in ['message', 'group'] |
| 545 | else: |
| 546 | # proto name of the type |
| 547 | result = [_format for (_, _format) in YANG_TYPE_MAP.values() if |
| 548 | _format == type and _format not in ['message', |
| 549 | 'group']] |
| 550 | return len(result) > 0 |
| 551 | |
| 552 | |
| 553 | def remove_unsupported_characters(text): |
| 554 | unsupported_characters = ["{", "}", "[", "]", "\"", "\\", "*", "/"] |
| 555 | return ''.join([i if i not in unsupported_characters else ' ' for i in |
| 556 | text]) |
| 557 | |
| 558 | |
| 559 | def remove_first_character_if_match(str, char): |
| 560 | if str.startswith(char): |
| 561 | return str[1:] |
| 562 | return str |
| 563 | |
| 564 | |
| 565 | YANG_TYPE_MAP = { |
| 566 | FieldDescriptor.TYPE_BOOL: ('boolean', 'boolean'), |
| 567 | FieldDescriptor.TYPE_BYTES: ('binary', 'byte'), |
| 568 | FieldDescriptor.TYPE_DOUBLE: ('decimal64', 'double'), |
| 569 | FieldDescriptor.TYPE_ENUM: ('enumeration', 'enum'), |
| 570 | FieldDescriptor.TYPE_FIXED32: ('int32', 'int64'), |
| 571 | FieldDescriptor.TYPE_FIXED64: ('int64', 'uint64'), |
| 572 | FieldDescriptor.TYPE_FLOAT: ('decimal64', 'float'), |
| 573 | FieldDescriptor.TYPE_INT32: ('int32', 'int32'), |
| 574 | FieldDescriptor.TYPE_INT64: ('int64', 'int64'), |
| 575 | FieldDescriptor.TYPE_SFIXED32: ('int32', 'int32'), |
| 576 | FieldDescriptor.TYPE_SFIXED64: ('int64', 'int64'), |
| 577 | FieldDescriptor.TYPE_STRING: ('string', 'string'), |
| 578 | FieldDescriptor.TYPE_SINT32: ('int32', 'int32'), |
| 579 | FieldDescriptor.TYPE_SINT64: ('int64', 'int64'), |
| 580 | FieldDescriptor.TYPE_UINT32: ('uint32', 'int64'), |
| 581 | FieldDescriptor.TYPE_UINT64: ('uint64', 'uint64'), |
| 582 | FieldDescriptor.TYPE_MESSAGE: ('message', 'message'), |
| 583 | FieldDescriptor.TYPE_GROUP: ('group', 'group') |
| 584 | } |
| 585 | |
| 586 | if __name__ == '__main__': |
| 587 | # Read request message from stdin |
| 588 | data = sys.stdin.read() |
| 589 | |
| 590 | # Parse request |
| 591 | request = plugin.CodeGeneratorRequest() |
| 592 | request.ParseFromString(data) |
| 593 | |
| 594 | # Create response |
| 595 | response = plugin.CodeGeneratorResponse() |
| 596 | |
| 597 | # Generate code |
| 598 | generate_code(request, response) |
| 599 | |
| 600 | # Serialise response message |
| 601 | output = response.SerializeToString() |
| 602 | |
| 603 | # Write to stdout |
| 604 | sys.stdout.write(output) |
| 605 | # print is_base_type(9) |