Source code for mindspore_serving.server.master._master

# Copyright 2021 Huawei Technologies Co., Ltd
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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# http://www.apache.org/licenses/LICENSE-2.0
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"""method of server supplied for master"""

from functools import wraps

from mindspore_serving._mindspore_serving import ExitSignalHandle_
from mindspore_serving._mindspore_serving import Master_
from mindspore_serving._mindspore_serving import SSLConfig_

from mindspore_serving.server.common import check_type

_wait_and_clear_thread = None

at_stop_list = []


def add_atstop_proc(func):
    """At serving server stop, execute function"""
    global at_stop_list
    at_stop_list.append(func)


[docs]def stop(): r""" Stop the running of serving server. Examples: >>> from mindspore_serving import server >>> >>> server.start_grpc_server("0.0.0.0:5500") >>> server.start_restful_server("0.0.0.0:1500") >>> ... >>> server.stop() """ Master_.stop_and_clear() global at_stop_list for func in at_stop_list: result = func() if result is None or result is True: at_stop_list.remove(func)
def stop_on_except(func): """Wrap of clear environment and exit on Serving exception""" @wraps(func) def handle_except(*args, **kwargs): try: ExitSignalHandle_.start() # Set flag to running and receive Ctrl+C message func(*args, **kwargs) except: stop() raise return handle_except
[docs]class SSLConfig: r""" The server's ssl_config encapsulates necessary parameters for SSL-enabled connections. Args: certificate (str): File holding the PEM-encoded certificate chain as a byte string to use or None if no certificate chain should be used. private_key (str): File holding the PEM-encoded private key as a byte string, or None if no private key should be used. custom_ca (str, optional): File holding the PEM-encoded root certificates as a byte string. When verify_client is True, custom_ca must be provided. When verify_client is False, this parameter will be ignored. Default: None. verify_client (bool, optional): If verify_client is true, use mutual authentication. If false, use one-way authentication. Default: False. Raises: RuntimeError: The type or value of the parameters are invalid. """ def __init__(self, certificate, private_key, custom_ca=None, verify_client=False): check_type.check_str("certificate", certificate) check_type.check_str("private_key", private_key) check_type.check_bool("verify_client", verify_client) self.custom_ca = custom_ca self.certificate = certificate self.private_key = private_key self.verify_client = verify_client if self.verify_client: check_type.check_str("custom_ca", custom_ca)
[docs]@stop_on_except def start_grpc_server(address, max_msg_mb_size=100, ssl_config=None): r""" Start gRPC server for the communication between serving client and server. Args: address (str): gRPC server address, the address can be {ip}:{port} or unix:{unix_domain_file_path}. - {ip}:{port} - Internet domain socket address. - unix:{unix_domain_file_path} - Unix domain socket address, which is used to communicate with multiple processes on the same machine. {unix_domain_file_path} can be relative or absolute file path, but the directory where the file is located must already exist. max_msg_mb_size (int, optional): The maximum acceptable gRPC message size in megabytes(MB), value range [1, 512]. Default: 100. ssl_config (mindspore_serving.server.SSLConfig, optional): The server's ssl_config, if None, disabled ssl. Default: None. Raises: RuntimeError: Failed to start the gRPC server: parameter verification failed, the gRPC address is wrong or the port is duplicate. Examples: >>> from mindspore_serving import server >>> >>> server.start_grpc_server("0.0.0.0:5500") """ check_type.check_str('address', address) check_type.check_int('max_msg_mb_size', max_msg_mb_size, 1, 512) config = SSLConfig_() if ssl_config is not None: if not isinstance(ssl_config, SSLConfig): raise RuntimeError("The type of ssl_config should be type of SSLConfig") with open(ssl_config.certificate, 'rb') as c_fs: c_bytes = c_fs.read() with open(ssl_config.private_key, 'rb') as pk_fs: pk_bytes = pk_fs.read() if ssl_config.verify_client: with open(ssl_config.custom_ca, 'rb') as rc_fs: rc_bytes = rc_fs.read() config.custom_ca = rc_bytes config.certificate = c_bytes config.private_key = pk_bytes config.verify_client = ssl_config.verify_client config.use_ssl = True Master_.start_grpc_server(address, config, max_msg_mb_size)
[docs]@stop_on_except def start_restful_server(address, max_msg_mb_size=100, ssl_config=None): r""" Start RESTful server for the communication between serving client and server. Args: address (str): RESTful server address, the address should be Internet domain socket address. max_msg_mb_size (int, optional): The maximum acceptable RESTful message size in megabytes(MB), value range [1, 512]. Default: 100. ssl_config (mindspore_serving.server.SSLConfig, optional): The server's ssl_config, if None, disabled ssl. Default: None. Raises: RuntimeError: Failed to start the RESTful server: parameter verification failed, the RESTful address is wrong or the port is duplicate. Examples: >>> from mindspore_serving import server >>> >>> server.start_restful_server("0.0.0.0:5900") """ check_type.check_str('address', address) check_type.check_int('max_msg_mb_size', max_msg_mb_size, 1, 512) config = SSLConfig_() if ssl_config is not None: if not isinstance(ssl_config, SSLConfig): raise RuntimeError("The type of ssl_config should be class of SSLConfig") if ssl_config.verify_client: config.custom_ca = ssl_config.custom_ca config.certificate = ssl_config.certificate config.private_key = ssl_config.private_key config.verify_client = ssl_config.verify_client config.use_ssl = True Master_.start_restful_server(address, config, max_msg_mb_size)
def start_master_server(address): """Start the gRPC server for the communication between workers and the master of serving server""" check_type.check_str('address', address) Master_.start_grpc_master_server(address) def only_model_stage(servable_name): """Whether only the model stages exist""" return Master_.only_model_stage(servable_name)