add sql database (#35)

This commit is contained in:
Harrison Chase
2022-10-27 23:21:47 -07:00
committed by GitHub
parent 90a6e578bc
commit af81e9ca9c
10 changed files with 326 additions and 1 deletions

41
langchain/sql_database.py Normal file
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"""SQLAlchemy wrapper around a database."""
from sqlalchemy import create_engine, inspect
from sqlalchemy.engine import Engine
class SQLDatabase:
"""SQLAlchemy wrapper around a database."""
def __init__(self, engine: Engine):
"""Create engine from database URI."""
self._engine = engine
@classmethod
def from_uri(cls, database_uri: str) -> "SQLDatabase":
"""Construct a SQLAlchemy engine from URI."""
return cls(create_engine(database_uri))
@property
def dialect(self) -> str:
"""Return string representation of dialect to use."""
return self._engine.dialect.name
@property
def table_info(self) -> str:
"""Information about all tables in the database."""
template = "The '{table_name}' table has columns: {columns}."
tables = []
inspector = inspect(self._engine)
for table_name in inspector.get_table_names():
columns = []
for column in inspector.get_columns(table_name):
columns.append(f"{column['name']} ({str(column['type'])})")
column_str = ", ".join(columns)
table_str = template.format(table_name=table_name, columns=column_str)
tables.append(table_str)
return "\n".join(tables)
def run(self, command: str) -> str:
"""Execute a SQL command and return a string of the results."""
result = self._engine.execute(command).fetchall()
return str(result)