db.py

import base64
import json
import os
import platform
import urllib.parse
from datetime import datetime, date, time, timedelta
from decimal import Decimal
from typing import Optional, List

import oracledb
import psycopg2
import pymssql

from apps.db.db_sql import get_table_sql, get_field_sql, get_version_sql
from common.error import ParseSQLResultError

if platform.system() != "Darwin":
    import dmPython
import pymysql
import redshift_connector
from sqlalchemy import create_engine, text, Engine
from sqlalchemy.orm import sessionmaker

from apps.datasource.models.datasource import DatasourceConf, CoreDatasource, TableSchema, ColumnSchema
from apps.datasource.utils.utils import aes_decrypt
from apps.db.constant import DB, ConnectType
from apps.db.engine import get_engine_config
from apps.system.crud.assistant import get_out_ds_conf
from apps.system.schemas.system_schema import AssistantOutDsSchema
from common.core.deps import Trans
from common.utils.utils import SQLBotLogUtil, equals_ignore_case
from fastapi import HTTPException
from apps.db.es_engine import get_es_connect, get_es_index, get_es_fields, get_es_data_by_http
from common.core.config import settings
import sqlglot
from sqlglot import expressions as exp
from sqlalchemy.pool import NullPool

try:
    if os.path.exists(settings.ORACLE_CLIENT_PATH):
        oracledb.init_oracle_client(
            lib_dir=settings.ORACLE_CLIENT_PATH
        )
        SQLBotLogUtil.info("init oracle client success, use thick mode")
    else:
        SQLBotLogUtil.info("init oracle client failed, because not found oracle client, use thin mode")
except Exception as e:
    SQLBotLogUtil.error("init oracle client failed, check your client is installed, use thin mode")


def get_uri(ds: CoreDatasource) -> str:
    conf = DatasourceConf(**json.loads(aes_decrypt(ds.configuration))) if not equals_ignore_case(ds.type,
                                                                                                 "excel") else get_engine_config()
    return get_uri_from_config(ds.type, conf)


def get_uri_from_config(type: str, conf: DatasourceConf) -> str:
    db_url: str
    if equals_ignore_case(type, "mysql"):
        checkParams(conf.extraJdbc, DB.mysql.illegalParams)
        if conf.extraJdbc is not None and conf.extraJdbc != '':
            db_url = f"mysql+pymysql://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}?{conf.extraJdbc}"
        else:
            db_url = f"mysql+pymysql://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}"
    elif equals_ignore_case(type, "sqlServer"):
        if conf.extraJdbc is not None and conf.extraJdbc != '':
            db_url = f"mssql+pymssql://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}?{conf.extraJdbc}"
        else:
            db_url = f"mssql+pymssql://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}"
    elif equals_ignore_case(type, "pg", "excel"):
        if conf.extraJdbc is not None and conf.extraJdbc != '':
            db_url = f"postgresql+psycopg2://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}?{conf.extraJdbc}"
        else:
            db_url = f"postgresql+psycopg2://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}"
    elif equals_ignore_case(type, "oracle"):
        if equals_ignore_case(conf.mode, "service_name", "serviceName"):
            if conf.extraJdbc is not None and conf.extraJdbc != '':
                db_url = f"oracle+oracledb://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}?service_name={conf.database}&{conf.extraJdbc}"
            else:
                db_url = f"oracle+oracledb://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}?service_name={conf.database}"
        else:
            if conf.extraJdbc is not None and conf.extraJdbc != '':
                db_url = f"oracle+oracledb://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}?{conf.extraJdbc}"
            else:
                db_url = f"oracle+oracledb://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}"
    elif equals_ignore_case(type, "ck"):
        if conf.extraJdbc is not None and conf.extraJdbc != '':
            db_url = f"clickhouse+http://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}?{conf.extraJdbc}"
        else:
            db_url = f"clickhouse+http://{urllib.parse.quote(conf.username)}:{urllib.parse.quote(conf.password)}@{conf.host}:{conf.port}/{conf.database}"
    else:
        raise 'The datasource type not support.'
    return db_url


def get_extra_config(conf: DatasourceConf):
    config_dict = {}
    if conf.extraJdbc:
        config_arr = conf.extraJdbc.split("&")
        for config in config_arr:
            kv = config.split("=")
            if len(kv) == 2 and kv[0] and kv[1]:
                config_dict[kv[0]] = kv[1]
            else:
                raise Exception(f'param: {config} is error')
    return config_dict


def get_origin_connect(type: str, conf: DatasourceConf):
    extra_config_dict = get_extra_config(conf)
    if equals_ignore_case(type, "sqlServer"):
        # none or true, set tds_version = 7.0
        if conf.lowVersion is None or conf.lowVersion:
            return pymssql.connect(
                server=conf.host,
                port=str(conf.port),
                user=conf.username,
                password=conf.password,
                database=conf.database,
                timeout=conf.timeout,
                tds_version='7.0',  # options: '4.2', '7.0', '8.0' ...,
                **extra_config_dict
            )
        else:
            return pymssql.connect(
                server=conf.host,
                port=str(conf.port),
                user=conf.username,
                password=conf.password,
                database=conf.database,
                timeout=conf.timeout,
                **extra_config_dict
            )


# use sqlalchemy
def get_engine(ds: CoreDatasource, timeout: int = 0) -> Engine:
    conf = DatasourceConf(**json.loads(aes_decrypt(ds.configuration))) if not equals_ignore_case(ds.type,
                                                                                                 "excel") else get_engine_config()
    if conf.timeout is None:
        conf.timeout = timeout
    if timeout > 0:
        conf.timeout = timeout

    if equals_ignore_case(ds.type, "pg"):
        if conf.dbSchema is not None and conf.dbSchema != "":
            engine = create_engine(get_uri(ds),
                                   connect_args={"options": f"-c search_path={urllib.parse.quote(conf.dbSchema)}",
                                                 "connect_timeout": conf.timeout}, poolclass=NullPool)
        else:
            engine = create_engine(get_uri(ds), connect_args={"connect_timeout": conf.timeout}, poolclass=NullPool)
    elif equals_ignore_case(ds.type, 'sqlServer'):
        engine = create_engine('mssql+pymssql://', creator=lambda: get_origin_connect(ds.type, conf),
                               poolclass=NullPool)
    elif equals_ignore_case(ds.type, 'oracle'):
        engine = create_engine(get_uri(ds), poolclass=NullPool)
    elif equals_ignore_case(ds.type, 'mysql'): # mysql
        ssl_mode = {"require": True} if conf.ssl else None
        engine = create_engine(get_uri(ds), connect_args={"connect_timeout": conf.timeout, "ssl": ssl_mode}, poolclass=NullPool)
    else:  # ck
        engine = create_engine(get_uri(ds), connect_args={"connect_timeout": conf.timeout}, poolclass=NullPool)
    return engine


def get_session(ds: CoreDatasource | AssistantOutDsSchema):
    # engine = get_engine(ds) if isinstance(ds, CoreDatasource) else get_ds_engine(ds)
    if isinstance(ds, AssistantOutDsSchema):
        out_conf = get_out_ds_conf(ds, 30)
        ds.configuration = out_conf

    engine = get_engine(ds)
    session_maker = sessionmaker(bind=engine)
    session = session_maker()
    return session


def check_connection(trans: Optional[Trans], ds: CoreDatasource | AssistantOutDsSchema, is_raise: bool = False):
    if isinstance(ds, AssistantOutDsSchema):
        out_conf = get_out_ds_conf(ds, 10)
        ds.configuration = out_conf

    db = DB.get_db(ds.type)
    if db.connect_type == ConnectType.sqlalchemy:
        conn = get_engine(ds, 10)
        try:
            with conn.connect() as connection:
                SQLBotLogUtil.info("success")
                return True
        except Exception as e:
            SQLBotLogUtil.error(f"Datasource {ds.id} connection failed: {e}")
            if is_raise:
                raise HTTPException(status_code=500, detail=trans('i18n_ds_invalid') + f': {e.args}')
            return False
    else:
        conf = DatasourceConf(**json.loads(aes_decrypt(ds.configuration)))
        extra_config_dict = get_extra_config(conf)
        if equals_ignore_case(ds.type, 'dm'):
            with dmPython.connect(user=conf.username, password=conf.password, server=conf.host,
                                  port=conf.port, **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute('select 1', timeout=10).fetchall()
                    SQLBotLogUtil.info("success")
                    return True
                except Exception as e:
                    SQLBotLogUtil.error(f"Datasource {ds.id} connection failed: {e}")
                    if is_raise:
                        raise HTTPException(status_code=500, detail=trans('i18n_ds_invalid') + f': {e.args}')
                    return False
        elif equals_ignore_case(ds.type, 'doris', 'starrocks'):
            with pymysql.connect(user=conf.username, passwd=conf.password, host=conf.host,
                                 port=conf.port, db=conf.database, connect_timeout=10,
                                 read_timeout=10, **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute('select 1')
                    SQLBotLogUtil.info("success")
                    return True
                except Exception as e:
                    SQLBotLogUtil.error(f"Datasource {ds.id} connection failed: {e}")
                    if is_raise:
                        raise HTTPException(status_code=500, detail=trans('i18n_ds_invalid') + f': {e.args}')
                    return False
        elif equals_ignore_case(ds.type, 'redshift'):
            with redshift_connector.connect(host=conf.host, port=conf.port, database=conf.database,
                                            user=conf.username,
                                            password=conf.password,
                                            timeout=10, **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute('select 1')
                    SQLBotLogUtil.info("success")
                    return True
                except Exception as e:
                    SQLBotLogUtil.error(f"Datasource {ds.id} connection failed: {e}")
                    if is_raise:
                        raise HTTPException(status_code=500, detail=trans('i18n_ds_invalid') + f': {e.args}')
                    return False
        elif equals_ignore_case(ds.type, 'kingbase'):
            with psycopg2.connect(host=conf.host, port=conf.port, database=conf.database,
                                  user=conf.username,
                                  password=conf.password,
                                  connect_timeout=10, **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute('select 1')
                    SQLBotLogUtil.info("success")
                    return True
                except Exception as e:
                    SQLBotLogUtil.error(f"Datasource {ds.id} connection failed: {e}")
                    if is_raise:
                        raise HTTPException(status_code=500, detail=trans('i18n_ds_invalid') + f': {e.args}')
                    return False
        elif equals_ignore_case(ds.type, 'es'):
            es_conn = get_es_connect(conf)
            if es_conn.ping():
                SQLBotLogUtil.info("success")
                return True
            else:
                SQLBotLogUtil.info("failed")
                return False
    # else:
    #     conn = get_ds_engine(ds)
    #     try:
    #         with conn.connect() as connection:
    #             SQLBotLogUtil.info("success")
    #             return True
    #     except Exception as e:
    #         SQLBotLogUtil.error(f"Datasource {ds.id} connection failed: {e}")
    #         if is_raise:
    #             raise HTTPException(status_code=500, detail=trans('i18n_ds_invalid') + f': {e.args}')
    #         return False

    return False


def get_version(ds: CoreDatasource | AssistantOutDsSchema):
    version = ''
    if isinstance(ds, CoreDatasource):
        conf = DatasourceConf(
            **json.loads(aes_decrypt(ds.configuration))) if not equals_ignore_case(ds.type,
                                                                                   "excel") else get_engine_config()
    else:
        conf = DatasourceConf(**json.loads(aes_decrypt(get_out_ds_conf(ds, 10))))
    # if isinstance(ds, AssistantOutDsSchema):
    #     conf = DatasourceConf()
    #     conf.host = ds.host
    #     conf.port = ds.port
    #     conf.username = ds.user
    #     conf.password = ds.password
    #     conf.database = ds.dataBase
    #     conf.dbSchema = ds.db_schema
    #     conf.timeout = 10
    db = DB.get_db(ds.type)
    sql = get_version_sql(ds, conf)
    try:
        if db.connect_type == ConnectType.sqlalchemy:
            with get_session(ds) as session:
                with session.execute(text(sql)) as result:
                    res = result.fetchall()
                    version = res[0][0]
        else:
            extra_config_dict = get_extra_config(conf)
            if equals_ignore_case(ds.type, 'dm'):
                with dmPython.connect(user=conf.username, password=conf.password, server=conf.host,
                                      port=conf.port) as conn, conn.cursor() as cursor:
                    cursor.execute(sql, timeout=10, **extra_config_dict)
                    res = cursor.fetchall()
                    version = res[0][0]
            elif equals_ignore_case(ds.type, 'doris', 'starrocks'):
                with pymysql.connect(user=conf.username, passwd=conf.password, host=conf.host,
                                     port=conf.port, db=conf.database, connect_timeout=10,
                                     read_timeout=10, **extra_config_dict) as conn, conn.cursor() as cursor:
                    cursor.execute(sql)
                    res = cursor.fetchall()
                    version = res[0][0]
            elif equals_ignore_case(ds.type, 'redshift', 'es'):
                version = ''
    except Exception as e:
        print(e)
        version = ''
    return version.decode() if isinstance(version, bytes) else version


def get_schema(ds: CoreDatasource):
    conf = DatasourceConf(**json.loads(aes_decrypt(ds.configuration))) if ds.type != "excel" else get_engine_config()
    db = DB.get_db(ds.type)
    if db.connect_type == ConnectType.sqlalchemy:
        with get_session(ds) as session:
            sql: str = ''
            if equals_ignore_case(ds.type, "sqlServer"):
                sql = """select name
                         from sys.schemas"""
            elif equals_ignore_case(ds.type, "pg", "excel"):
                sql = """SELECT nspname
                         FROM pg_namespace"""
            elif equals_ignore_case(ds.type, "oracle"):
                sql = """select *
                         from all_users"""
            with session.execute(text(sql)) as result:
                res = result.fetchall()
                res_list = [item[0] for item in res]
                return res_list
    else:
        extra_config_dict = get_extra_config(conf)
        if equals_ignore_case(ds.type, 'dm'):
            with dmPython.connect(user=conf.username, password=conf.password, server=conf.host,
                                  port=conf.port, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute("""select OBJECT_NAME
                                  from dba_objects
                                  where object_type = 'SCH'""", timeout=conf.timeout)
                res = cursor.fetchall()
                res_list = [item[0] for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'redshift'):
            with redshift_connector.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                            password=conf.password,
                                            timeout=conf.timeout, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute("""SELECT nspname
                                  FROM pg_namespace""")
                res = cursor.fetchall()
                res_list = [item[0] for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'kingbase'):
            with psycopg2.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                  password=conf.password,
                                  options=f"-c statement_timeout={conf.timeout * 1000}",
                                  **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute("""SELECT nspname
                                  FROM pg_namespace""")
                res = cursor.fetchall()
                res_list = [item[0] for item in res]
                return res_list


def get_tables(ds: CoreDatasource):
    conf = DatasourceConf(**json.loads(aes_decrypt(ds.configuration))) if not equals_ignore_case(ds.type,
                                                                                                 "excel") else get_engine_config()
    db = DB.get_db(ds.type)
    sql, sql_param = get_table_sql(ds, conf, get_version(ds))
    if db.connect_type == ConnectType.sqlalchemy:
        with get_session(ds) as session:
            with session.execute(text(sql), {"param": sql_param}) as result:
                res = result.fetchall()
                res_list = [TableSchema(*item) for item in res]
                return res_list
    else:
        extra_config_dict = get_extra_config(conf)
        if equals_ignore_case(ds.type, 'dm'):
            with dmPython.connect(user=conf.username, password=conf.password, server=conf.host,
                                  port=conf.port, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql, {"param": sql_param}, timeout=conf.timeout)
                res = cursor.fetchall()
                res_list = [TableSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'doris', 'starrocks'):
            with pymysql.connect(user=conf.username, passwd=conf.password, host=conf.host,
                                 port=conf.port, db=conf.database, connect_timeout=conf.timeout,
                                 read_timeout=conf.timeout, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql, (sql_param,))
                res = cursor.fetchall()
                res_list = [TableSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'redshift'):
            with redshift_connector.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                            password=conf.password,
                                            timeout=conf.timeout, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql, (sql_param,))
                res = cursor.fetchall()
                res_list = [TableSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'kingbase'):
            with psycopg2.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                  password=conf.password,
                                  options=f"-c statement_timeout={conf.timeout * 1000}",
                                  **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql.format(sql_param))
                res = cursor.fetchall()
                res_list = [TableSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'es'):
            res = get_es_index(conf)
            res_list = [TableSchema(*item) for item in res]
            return res_list


def get_fields(ds: CoreDatasource, table_name: str = None):
    conf = DatasourceConf(**json.loads(aes_decrypt(ds.configuration))) if not equals_ignore_case(ds.type,
                                                                                                 "excel") else get_engine_config()
    db = DB.get_db(ds.type)
    sql, p1, p2 = get_field_sql(ds, conf, table_name)
    if db.connect_type == ConnectType.sqlalchemy:
        with get_session(ds) as session:
            with session.execute(text(sql), {"param1": p1, "param2": p2}) as result:
                res = result.fetchall()
                res_list = [ColumnSchema(*item) for item in res]
                return res_list
    else:
        extra_config_dict = get_extra_config(conf)
        if equals_ignore_case(ds.type, 'dm'):
            with dmPython.connect(user=conf.username, password=conf.password, server=conf.host,
                                  port=conf.port, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql, {"param1": p1, "param2": p2}, timeout=conf.timeout)
                res = cursor.fetchall()
                res_list = [ColumnSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'doris', 'starrocks'):
            with pymysql.connect(user=conf.username, passwd=conf.password, host=conf.host,
                                 port=conf.port, db=conf.database, connect_timeout=conf.timeout,
                                 read_timeout=conf.timeout, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql, (p1, p2))
                res = cursor.fetchall()
                res_list = [ColumnSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'redshift'):
            with redshift_connector.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                            password=conf.password,
                                            timeout=conf.timeout, **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql, (p1, p2))
                res = cursor.fetchall()
                res_list = [ColumnSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'kingbase'):
            with psycopg2.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                  password=conf.password,
                                  options=f"-c statement_timeout={conf.timeout * 1000}",
                                  **extra_config_dict) as conn, conn.cursor() as cursor:
                cursor.execute(sql.format(p1, p2))
                res = cursor.fetchall()
                res_list = [ColumnSchema(*item) for item in res]
                return res_list
        elif equals_ignore_case(ds.type, 'es'):
            res = get_es_fields(conf, table_name)
            res_list = [ColumnSchema(*item) for item in res]
            return res_list


def convert_value(value, datetime_format='space'):
    """
        将Python值转换为JSON可序列化的类型

        :param value: 要转换的值
        :param datetime_format: 日期时间格式
            'iso' - 2024-01-15T14:30:45 (ISO标准，带T)
            'space' - 2024-01-15 14:30:45 (空格分隔，更常见)
            'auto' - 自动选择
        """
    if value is None:
        return None
        # 处理 bytes 类型（包括 BIT 字段）
    if isinstance(value, bytes):
        # 1. 尝试判断是否是 BIT 类型
        if len(value) <= 8:  # BIT 类型通常不会很长
            try:
                # 转换为整数
                int_val = int.from_bytes(value, 'big')

                # 如果是 0 或 1，返回布尔值更直观
                if int_val in (0, 1):
                    return bool(int_val)
                else:
                    return int_val
            except:
                # 如果转换失败，尝试解码为字符串
                pass

        # 2. 尝试解码为 UTF-8 字符串
        try:
            return value.decode('utf-8')
        except UnicodeDecodeError:
            # 3. 如果包含非打印字符，返回十六进制
            if any(b < 32 and b not in (9, 10, 13) for b in value):  # 非打印字符
                return f"0x{value.hex()}"
            else:
                # 4. 尝试 Latin-1 解码（不会失败）
                return value.decode('latin-1')

    elif isinstance(value, bytearray):
        # 处理 bytearray
        return convert_value(bytes(value))

    if isinstance(value, timedelta):
        # 将 timedelta 转换为秒数（整数）或字符串
        return str(value)  # 或 value.total_seconds()
    elif isinstance(value, Decimal):
        return float(value)
    # 4. 处理 datetime
    elif isinstance(value, datetime):
        if datetime_format == 'iso':
            return value.isoformat()
        elif datetime_format == 'space':
            return value.strftime('%Y-%m-%d %H:%M:%S')
        else:  # 'auto' 或其他
            # 自动判断：没有时间部分只显示日期
            if value.hour == 0 and value.minute == 0 and value.second == 0 and value.microsecond == 0:
                return value.strftime('%Y-%m-%d')
            else:
                return value.strftime('%Y-%m-%d %H:%M:%S')

    # 5. 处理 date
    elif isinstance(value, date):
        return value.isoformat()  # 总是 YYYY-MM-DD

    # 6. 处理 time
    elif isinstance(value, time):
        return str(value)
    else:
        return value


def exec_sql(ds: CoreDatasource | AssistantOutDsSchema, sql: str, origin_column=False):
    while sql.endswith(';'):
        sql = sql[:-1]
    # check execute sql only contain read operations
    if not check_sql_read(sql, ds):
        raise ValueError(f"SQL can only contain read operations")

    db = DB.get_db(ds.type)
    if db.connect_type == ConnectType.sqlalchemy:
        with get_session(ds) as session:
            with session.execute(text(sql)) as result:
                try:
                    columns = result.keys()._keys if origin_column else [item.lower() for item in result.keys()._keys]
                    res = result.fetchall()
                    result_list = [
                        {str(columns[i]): convert_value(value) for i, value in enumerate(tuple_item)} for tuple_item in
                        res
                    ]
                    return {"fields": columns, "data": result_list,
                            "sql": bytes.decode(base64.b64encode(bytes(sql, 'utf-8')))}
                except Exception as ex:
                    raise ParseSQLResultError(str(ex))
    else:
        conf = DatasourceConf(**json.loads(aes_decrypt(ds.configuration)))
        extra_config_dict = get_extra_config(conf)
        if equals_ignore_case(ds.type, 'dm'):
            with dmPython.connect(user=conf.username, password=conf.password, server=conf.host,
                                  port=conf.port, **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute(sql, timeout=conf.timeout)
                    res = cursor.fetchall()
                    columns = [field[0] for field in cursor.description] if origin_column else [field[0].lower() for
                                                                                                field in
                                                                                                cursor.description]
                    result_list = [
                        {str(columns[i]): convert_value(value) for i, value in enumerate(tuple_item)} for tuple_item in
                        res
                    ]
                    return {"fields": columns, "data": result_list,
                            "sql": bytes.decode(base64.b64encode(bytes(sql, 'utf-8')))}
                except Exception as ex:
                    raise ParseSQLResultError(str(ex))
        elif equals_ignore_case(ds.type, 'doris', 'starrocks'):
            with pymysql.connect(user=conf.username, passwd=conf.password, host=conf.host,
                                 port=conf.port, db=conf.database, connect_timeout=conf.timeout,
                                 read_timeout=conf.timeout, **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute(sql)
                    res = cursor.fetchall()
                    columns = [field[0] for field in cursor.description] if origin_column else [field[0].lower() for
                                                                                                field in
                                                                                                cursor.description]
                    result_list = [
                        {str(columns[i]): convert_value(value) for i, value in enumerate(tuple_item)} for tuple_item in
                        res
                    ]
                    return {"fields": columns, "data": result_list,
                            "sql": bytes.decode(base64.b64encode(bytes(sql, 'utf-8')))}
                except Exception as ex:
                    raise ParseSQLResultError(str(ex))
        elif equals_ignore_case(ds.type, 'redshift'):
            with redshift_connector.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                            password=conf.password,
                                            timeout=conf.timeout, **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute(sql)
                    res = cursor.fetchall()
                    columns = [field[0] for field in cursor.description] if origin_column else [field[0].lower() for
                                                                                                field in
                                                                                                cursor.description]
                    result_list = [
                        {str(columns[i]): convert_value(value) for i, value in enumerate(tuple_item)} for tuple_item in
                        res
                    ]
                    return {"fields": columns, "data": result_list,
                            "sql": bytes.decode(base64.b64encode(bytes(sql, 'utf-8')))}
                except Exception as ex:
                    raise ParseSQLResultError(str(ex))
        elif equals_ignore_case(ds.type, 'kingbase'):
            with psycopg2.connect(host=conf.host, port=conf.port, database=conf.database, user=conf.username,
                                  password=conf.password,
                                  options=f"-c statement_timeout={conf.timeout * 1000}",
                                  **extra_config_dict) as conn, conn.cursor() as cursor:
                try:
                    cursor.execute(sql)
                    res = cursor.fetchall()
                    columns = [field[0] for field in cursor.description] if origin_column else [field[0].lower() for
                                                                                                field in
                                                                                                cursor.description]
                    result_list = [
                        {str(columns[i]): convert_value(value) for i, value in enumerate(tuple_item)} for tuple_item in
                        res
                    ]
                    return {"fields": columns, "data": result_list,
                            "sql": bytes.decode(base64.b64encode(bytes(sql, 'utf-8')))}
                except Exception as ex:
                    raise ParseSQLResultError(str(ex))
        elif equals_ignore_case(ds.type, 'es'):
            try:
                res, columns = get_es_data_by_http(conf, sql)
                columns = [field.get('name') for field in columns] if origin_column else [field.get('name').lower() for
                                                                                          field in
                                                                                          columns]
                result_list = [
                    {str(columns[i]): convert_value(value) for i, value in enumerate(tuple_item)} for tuple_item in
                    res
                ]
                return {"fields": columns, "data": result_list,
                        "sql": bytes.decode(base64.b64encode(bytes(sql, 'utf-8')))}
            except Exception as ex:
                raise Exception(str(ex))


def check_sql_read(sql: str, ds: CoreDatasource | AssistantOutDsSchema):
    try:
        dialect = None
        if equals_ignore_case(ds.type, 'mysql', 'doris', 'starrocks'):
            dialect = 'mysql'
        elif equals_ignore_case(ds.type, 'sqlServer'):
            dialect = 'tsql'

        statements = sqlglot.parse(sql, dialect=dialect)

        if not statements:
            raise ValueError("Parse SQL Error")

        write_types = (
            exp.Insert, exp.Update, exp.Delete,
            exp.Create, exp.Drop, exp.Alter,
            exp.Merge, exp.Command, exp.Copy
        )

        for stmt in statements:
            if stmt is None:
                continue
            if isinstance(stmt, write_types):
                return False

        return True

    except Exception as e:
        raise ValueError(f"Parse SQL Error: {e}")


def checkParams(extraParams: str, illegalParams: List[str]):
    kvs = extraParams.split('&')
    for kv in kvs:
        if kv and '=' in kv:
            k, v = kv.split('=')
            if k in illegalParams:
                raise HTTPException(status_code=500, detail=f'Illegal Parameter: {k}')