DB-GPT/dbgpt/datasource/rdbms/conn_starrocks.py
2024-03-18 18:06:40 +08:00

166 lines
5.5 KiB
Python

"""StarRocks connector."""
from typing import Any, Iterable, List, Optional, Tuple, Type, cast
from urllib.parse import quote
from urllib.parse import quote_plus as urlquote
from sqlalchemy import text
from .base import RDBMSConnector
from .dialect.starrocks.sqlalchemy import * # noqa
class StarRocksConnector(RDBMSConnector):
"""StarRocks connector."""
driver = "starrocks"
db_type = "starrocks"
db_dialect = "starrocks"
@classmethod
def from_uri_db(
cls: Type["StarRocksConnector"],
host: str,
port: int,
user: str,
pwd: str,
db_name: str,
engine_args: Optional[dict] = None,
**kwargs: Any,
) -> "StarRocksConnector":
"""Create a new StarRocksConnector from host, port, user, pwd, db_name."""
db_url: str = (
f"{cls.driver}://{quote(user)}:{urlquote(pwd)}@{host}:{str(port)}/{db_name}"
)
return cast(StarRocksConnector, cls.from_uri(db_url, engine_args, **kwargs))
def _sync_tables_from_db(self) -> Iterable[str]:
db_name = self.get_current_db_name()
table_results = self.session.execute(
text(
"SELECT TABLE_NAME FROM information_schema.tables where "
f'TABLE_SCHEMA="{db_name}"'
)
)
# view_results = self.session.execute(text(f'SELECT TABLE_NAME from
# information_schema.materialized_views where TABLE_SCHEMA="{db_name}"'))
table_results = set(row[0] for row in table_results) # noqa: C401
# view_results = set(row[0] for row in view_results)
self._all_tables = table_results
self._metadata.reflect(bind=self._engine)
return self._all_tables
def get_grants(self):
"""Get grants."""
session = self._db_sessions()
cursor = session.execute(text("SHOW GRANTS"))
grants = cursor.fetchall()
if len(grants) == 0:
return []
if len(grants[0]) == 2:
grants_list = [x[1] for x in grants]
else:
grants_list = [x[2] for x in grants]
return grants_list
def _get_current_version(self):
"""Get database current version."""
return int(self.session.execute(text("select current_version()")).scalar())
def get_collation(self):
"""Get collation."""
# StarRocks 排序是表级别的
return None
def get_users(self):
"""Get user info."""
return []
def get_fields(self, table_name, db_name="database()") -> List[Tuple]:
"""Get column fields about specified table."""
session = self._db_sessions()
if db_name != "database()":
db_name = f'"{db_name}"'
cursor = session.execute(
text(
"select COLUMN_NAME, COLUMN_TYPE, COLUMN_DEFAULT, IS_NULLABLE, "
"COLUMN_COMMENT from information_schema.columns where "
f'TABLE_NAME="{table_name}" and TABLE_SCHEMA = {db_name}'
)
)
fields = cursor.fetchall()
return [(field[0], field[1], field[2], field[3], field[4]) for field in fields]
def get_charset(self):
"""Get character_set."""
return "utf-8"
def get_show_create_table(self, table_name: str):
"""Get show create table."""
# cur = self.session.execute(
# text(
# f"""show create table {table_name}"""
# )
# )
# rows = cur.fetchone()
# create_sql = rows[0]
# return create_sql
# 这里是要表描述, 返回建表语句会导致token过长而失败
cur = self.session.execute(
text(
"SELECT TABLE_COMMENT FROM information_schema.tables where "
f'TABLE_NAME="{table_name}" and TABLE_SCHEMA=database()'
)
)
table = cur.fetchone()
if table:
return str(table[0])
else:
return ""
def get_table_comments(self, db_name=None):
"""Get table comments."""
if not db_name:
db_name = self.get_current_db_name()
cur = self.session.execute(
text(
"SELECT TABLE_NAME,TABLE_COMMENT FROM information_schema.tables "
f'where TABLE_SCHEMA="{db_name}"'
)
)
tables = cur.fetchall()
return [(table[0], table[1]) for table in tables]
def get_database_names(self):
"""Get database names."""
session = self._db_sessions()
cursor = session.execute(text("SHOW DATABASES;"))
results = cursor.fetchall()
return [
d[0]
for d in results
if d[0] not in ["information_schema", "sys", "_statistics_", "dataease"]
]
def get_current_db_name(self) -> str:
"""Get current database name."""
return self.session.execute(text("select database()")).scalar()
def table_simple_info(self):
"""Get table simple info."""
_sql = """
SELECT concat(TABLE_NAME,"(",group_concat(COLUMN_NAME,","),");")
FROM information_schema.columns where TABLE_SCHEMA=database()
GROUP BY TABLE_NAME
"""
cursor = self.session.execute(text(_sql))
results = cursor.fetchall()
return [x[0] for x in results]
def get_indexes(self, table_name):
"""Get table indexes about specified table."""
session = self._db_sessions()
cursor = session.execute(text(f"SHOW INDEX FROM {table_name}"))
indexes = cursor.fetchall()
return [(index[2], index[4]) for index in indexes]