What is this?

baikalai-apis is the generated python classes of GRPC API for baikal.ai.

The baikal.ai provides several service for deep learning NLP features. This api has all of main features, which provides tokenizing, POS tagging for Korean. It has also customized dictionary service.

How to install

pip3 install baikalai-apis

How to use

• You can create your own baikal language service client.
• It is used for baikal-nlpy, the official bailal NLP package for python.

from google.protobuf.json_format import MessageToDict

import baikal.language.language_service_pb2 as pb
import baikal.language.language_service_pb2_grpc as ls

MAX_MESSAGE_LENGTH = 100*1024*1024

class BaikalLanguageServiceClient:
    stub = None

    def __init__(self, remote):
        channel = grpc.insecure_channel(
            remote,
            options=[
                ('grpc.max_send_message_length', MAX_MESSAGE_LENGTH),
                ('grpc.max_receive_message_length', MAX_MESSAGE_LENGTH),
            ])

        self.stub = ls.LanguageServiceStub(channel)

    def analyze_syntax(self, document, auto_split=False):
        req = pb.AnalyzeSyntaxRequest()
        req.document.content = document
        req.document.language = "ko_KR"
        req.encoding_type = pb.EncodingType.UTF32
        req.auto_split_sentence = auto_split

        res = self.stub.AnalyzeSyntax(req)
        # print_syntax_as_json(res)
        return res


def print_syntax_as_json(res: pb.AnalyzeSyntaxResponse, logf=sys.stdout):
    d = MessageToDict(res)
    import json
    json_str = json.dumps(d, ensure_ascii=False, indent=2)
    logf.write(json_str)
    logf.write('\n')