datax-admin/app/core/datax/engine.py

from typing import Any, List
from app import models
from app import schemas
from app.core.datax.rdbms import RdbmsReader, RdbmsWriter
from app.core.datax.hdfs import *
from app.models import database



class ReaderFactory:
    @staticmethod
    def get_reader(ds: models.JobJdbcDatasource):
        if ds.datasource == 'mysql':
            return RdbmsReader(ds)
        elif ds.datasource == 'hive':
            return HdfsReader(ds)
        else:
            raise Exception('Unimplemented Reader')


class WriterFactory:
    @staticmethod
    def get_writer(ds: models.JobJdbcDatasource):
        if ds.datasource == 'mysql':
            return RdbmsWriter(ds)
        elif ds.datasource == 'hive':
            return HdfsWriter(ds)
        else:
            raise Exception('Unimplemented Writer')

class DataXEngine:

    def build_job(self, ds_reader: models.JobJdbcDatasource,
                        ds_writer: models.JobJdbcDatasource,
                        param: schemas.DataXJsonParam, is_show=True) -> dict:
        res = dict()
        content = self.build_content(ds_reader, ds_writer, param, is_show)
        setting = self.build_setting()
        res['job'] = {
            'content': content,
            'setting': setting
        }
        return res

    def build_content(self, ds_reader: models.JobJdbcDatasource,
                            ds_writer: models.JobJdbcDatasource,
                            param: schemas.DataXJsonParam, is_show) -> List[Any]:
        reader = ReaderFactory.get_reader(ds_reader)
        writer = WriterFactory.get_writer(ds_writer)

        res = dict()
        res['reader'] = reader.build(param, is_show)
        res['writer'] = writer.build(param, is_show)
        return [res]


    def build_setting(self):
        return {
            'speed': {
                'channel': '1'
            }
        }