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psql.py
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psql.py
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# db.py
import asyncpg
from config import DSN, logger
class PSQLDatabase:
pool = None
@classmethod
async def get_pool(cls):
if cls.pool is None:
cls.pool = await asyncpg.create_pool(dsn=DSN)
return cls.pool
@classmethod
async def close_pool(cls):
if cls.pool is not None:
await cls.pool.close()
cls.pool = None
async def ensure_custom_id_index_on_embedding():
table_name = "langchain_pg_embedding"
column_name = "custom_id"
# You might want to standardize the index naming convention
index_name = f"idx_{table_name}_{column_name}"
pool = await PSQLDatabase.get_pool()
async with pool.acquire() as conn:
# Check if the index exists
index_exists = await check_index_exists(conn, index_name)
if not index_exists:
# If the index does not exist, create it
await conn.execute(f"""
CREATE INDEX IF NOT EXISTS {index_name} ON {table_name} ({column_name});
""")
logger.debug(f"Created index '{index_name}' on '{table_name}({column_name})'")
else:
logger.debug(f"Index '{index_name}' already exists on '{table_name}({column_name})'")
async def check_index_exists(conn, index_name: str) -> bool:
# Adjust the SQL query if necessary
result = await conn.fetchval("""
SELECT EXISTS (
SELECT FROM pg_class c
JOIN pg_namespace n ON n.oid = c.relnamespace
WHERE c.relname = $1 AND n.nspname = 'public' -- Adjust schema if necessary
);
""", index_name)
return result
async def pg_health_check() -> bool:
try:
pool = await PSQLDatabase.get_pool()
async with pool.acquire() as conn:
await conn.fetchval("SELECT 1")
return True
except Exception as e:
logger.error(f"Health check failed: {e}")
return False