feat: Use Alembic with async driver (#6258)
Use Alembic with async driver
This commit is contained in:
Christophe Bornet
GitHub
parent
93bc185ca9
commit
ffbc97bfc9
6 changed files with 95 additions and 74 deletions
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@ -97,7 +97,7 @@ dependencies = [
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"langchain-ollama==0.2.1",
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"langchain-sambanova==0.1.0",
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"langchain-community~=0.3.10",
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"sqlalchemy[aiosqlite,postgresql_psycopg2binary,postgresql_psycopgbinary]>=2.0.36,<3.0.0",
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"sqlalchemy[aiosqlite,postgresql_psycopg2binary,postgresql_psycopgbinary]>=2.0.38,<3.0.0",
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"atlassian-python-api==3.41.16",
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"mem0ai==0.1.34",
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"needle-python>=0.4.0",
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@ -186,7 +186,7 @@ dev-dependencies = [
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"asgi-lifespan>=2.1.0",
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"pytest-github-actions-annotate-failures>=0.2.0",
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"pytest-codspeed>=3.0.0",
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"blockbuster>=1.5.8,<1.6",
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"blockbuster>=1.5.18,<1.6",
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"types-aiofiles>=24.1.0.20240626",
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"codeflash>=0.8.4",
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"hypothesis>=6.123.17",
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@ -1,9 +1,11 @@
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# noqa: INP001
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import asyncio
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from logging.config import fileConfig
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from alembic import context
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from sqlalchemy import engine_from_config, pool, text
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from sqlalchemy import pool, text
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from sqlalchemy.event import listen
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from sqlalchemy.ext.asyncio import async_engine_from_config
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from langflow.services.database.service import SQLModel
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@ -68,14 +70,18 @@ def _sqlite_do_begin(conn):
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conn.exec_driver_sql("BEGIN EXCLUSIVE")
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def run_migrations_online() -> None:
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"""Run migrations in 'online' mode.
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def _do_run_migrations(connection):
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context.configure(connection=connection, target_metadata=target_metadata, render_as_batch=True)
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In this scenario we need to create an Engine
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and associate a connection with the context.
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with context.begin_transaction():
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if connection.dialect.name == "postgresql":
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connection.execute(text("SET LOCAL lock_timeout = '60s';"))
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connection.execute(text("SELECT pg_advisory_xact_lock(112233);"))
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context.run_migrations()
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"""
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connectable = engine_from_config(
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async def _run_async_migrations() -> None:
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connectable = async_engine_from_config(
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config.get_section(config.config_ini_section, {}),
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prefix="sqlalchemy.",
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poolclass=pool.NullPool,
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@ -83,17 +89,23 @@ def run_migrations_online() -> None:
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if connectable.dialect.name == "sqlite":
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# See https://docs.sqlalchemy.org/en/20/dialects/sqlite.html#serializable-isolation-savepoints-transactional-ddl
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listen(connectable, "connect", _sqlite_do_connect)
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listen(connectable, "begin", _sqlite_do_begin)
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listen(connectable.sync_engine, "connect", _sqlite_do_connect)
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listen(connectable.sync_engine, "begin", _sqlite_do_begin)
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with connectable.connect() as connection:
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context.configure(connection=connection, target_metadata=target_metadata, render_as_batch=True)
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async with connectable.connect() as connection:
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await connection.run_sync(_do_run_migrations)
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with context.begin_transaction():
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if connection.dialect.name == "postgresql":
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connection.execute(text("SET LOCAL lock_timeout = '60s';"))
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connection.execute(text("SELECT pg_advisory_xact_lock(112233);"))
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context.run_migrations()
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await connectable.dispose()
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def run_migrations_online() -> None:
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"""Run migrations in 'online' mode.
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In this scenario we need to create an Engine
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and associate a connection with the context.
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"""
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asyncio.run(_run_async_migrations())
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if context.is_offline_mode():
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@ -14,7 +14,7 @@ import sqlalchemy as sa
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from alembic import command, util
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from alembic.config import Config
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from loguru import logger
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from sqlalchemy import AsyncAdaptedQueuePool, event, exc, inspect
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from sqlalchemy import event, exc, inspect
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from sqlalchemy.dialects import sqlite as dialect_sqlite
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from sqlalchemy.engine import Engine
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from sqlalchemy.exc import OperationalError
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@ -81,12 +81,23 @@ class DatabaseService(Service):
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self.engine = self._create_engine()
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def _sanitize_database_url(self):
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if self.database_url.startswith("postgres://"):
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self.database_url = self.database_url.replace("postgres://", "postgresql://")
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logger.warning(
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"Fixed postgres dialect in database URL. Replacing postgres:// with postgresql://. "
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"To avoid this warning, update the database URL."
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)
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"""Create the engine for the database."""
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url_components = self.database_url.split("://", maxsplit=1)
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driver = url_components[0]
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if driver == "sqlite":
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driver = "sqlite+aiosqlite"
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elif driver in {"postgresql", "postgres"}:
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if driver == "postgres":
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logger.warning(
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"The postgres dialect in the database URL is deprecated. "
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"Use postgresql instead. "
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"To avoid this warning, update the database URL."
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)
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driver = "postgresql+psycopg"
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self.database_url = f"{driver}://{url_components[1]}"
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def _build_connection_kwargs(self):
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"""Build connection kwargs by merging deprecated settings with db_connection_settings.
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@ -109,28 +120,13 @@ class DatabaseService(Service):
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return connection_kwargs
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def _create_engine(self) -> AsyncEngine:
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"""Create the engine for the database."""
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url_components = self.database_url.split("://", maxsplit=1)
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# Get connection settings from config, with defaults if not specified
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# if the user specifies an empty dict, we allow it.
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kwargs = self._build_connection_kwargs()
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if url_components[0].startswith("sqlite"):
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scheme = "sqlite+aiosqlite"
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# Even though the docs say this is the default, it raises an error
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# if we don't specify it.
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# https://docs.sqlalchemy.org/en/20/errors.html#pool-class-cannot-be-used-with-asyncio-engine-or-vice-versa
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pool = AsyncAdaptedQueuePool
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else:
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scheme = "postgresql+psycopg" if url_components[0].startswith("postgresql") else url_components[0]
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pool = None
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database_url = f"{scheme}://{url_components[1]}"
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return create_async_engine(
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database_url,
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self.database_url,
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connect_args=self._get_connect_args(),
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poolclass=pool,
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**kwargs,
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)
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@ -70,7 +70,10 @@ class Settings(BaseSettings):
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dev: bool = False
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"""If True, Langflow will run in development mode."""
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database_url: str | None = None
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"""Database URL for Langflow. If not provided, Langflow will use a SQLite database."""
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"""Database URL for Langflow. If not provided, Langflow will use a SQLite database.
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The driver shall be an async one like `sqlite+aiosqlite` (`sqlite` and `postgresql`
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will be automatically converted to the async drivers `sqlite+aiosqlite` and
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`postgresql+psycopg` respectively)."""
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database_connection_retry: bool = False
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"""If True, Langflow will retry to connect to the database if it fails."""
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pool_size: int = 10
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@ -75,6 +75,12 @@ def blockbuster(request):
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.can_block_in("langchain_core/_api/internal.py", "is_caller_internal")
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)
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for func in ["os.stat", "os.path.abspath", "os.scandir"]:
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bb.functions[func].can_block_in("alembic/util/pyfiles.py", "load_python_file")
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for func in ["os.path.abspath", "os.scandir"]:
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bb.functions[func].can_block_in("alembic/script/base.py", "_load_revisions")
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(
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bb.functions["os.path.abspath"]
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.can_block_in("loguru/_better_exceptions.py", {"_get_lib_dirs", "_format_exception"})
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68
uv.lock
generated
68
uv.lock
generated
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@ -523,14 +523,14 @@ wheels = [
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[[package]]
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name = "blockbuster"
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version = "1.5.8"
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version = "1.5.18"
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source = { registry = "https://pypi.org/simple" }
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dependencies = [
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{ name = "forbiddenfruit" },
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]
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sdist = { url = "https://files.pythonhosted.org/packages/ef/d9/c117da06f9dee8ca4179e6a2fd3d413f6e4f7fcffd09652d2f2cda9d22da/blockbuster-1.5.8.tar.gz", hash = "sha256:0018080fd735e84f0b138f15ff0a339f99444ecdc0045f16056c7b23db92706b", size = 33990 }
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sdist = { url = "https://files.pythonhosted.org/packages/80/04/592ea42201d3d929bca02ca1c845ffae37eee6a8bfe63f9916f53881144e/blockbuster-1.5.18.tar.gz", hash = "sha256:c3395a01742e1d80a59e7457f6cb5edd9c9333bdac6a3b17908953f94b703431", size = 50856 }
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wheels = [
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]
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[[package]]
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@ -4051,7 +4051,7 @@ requires-dist = [
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{ name = "scrapegraph-py", specifier = ">=1.10.2" },
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{ name = "sentence-transformers", marker = "extra == 'local'", specifier = ">=2.3.1" },
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{ name = "spider-client", specifier = "==0.1.24" },
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{ name = "sqlalchemy", extras = ["aiosqlite", "postgresql-psycopg2binary", "postgresql-psycopgbinary"], specifier = ">=2.0.36,<3.0.0" },
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{ name = "sqlalchemy", extras = ["aiosqlite", "postgresql-psycopg2binary", "postgresql-psycopgbinary"], specifier = ">=2.0.38,<3.0.0" },
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{ name = "sseclient-py", specifier = "==1.8.0" },
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{ name = "supabase", specifier = "==2.6.0" },
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{ name = "types-cachetools", specifier = "==5.5.0.20240820" },
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@ -4068,7 +4068,7 @@ requires-dist = [
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[package.metadata.requires-dev]
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dev = [
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{ name = "asgi-lifespan", specifier = ">=2.1.0" },
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{ name = "blockbuster", specifier = ">=1.5.8,<1.6" },
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{ name = "blockbuster", specifier = ">=1.5.18,<1.6" },
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{ name = "codeflash", specifier = ">=0.8.4" },
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{ name = "dictdiffer", specifier = ">=0.9.0" },
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{ name = "httpx", specifier = ">=0.27.0" },
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@ -5239,6 +5239,7 @@ name = "nvidia-nccl-cu12"
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version = "2.20.5"
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source = { registry = "https://pypi.org/simple" }
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wheels = [
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@ -5248,6 +5249,7 @@ version = "12.6.85"
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source = { registry = "https://pypi.org/simple" }
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[[package]]
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@ -6357,6 +6359,8 @@ wheels = [
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[package.optional-dependencies]
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|||
Loading…
Add table
Add a link
Reference in a new issue