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IAM Auth for RDS (#3479)
* k * functional iam auth * k * k * improve typing * add deployment options * cleanup * quick clean up * minor cleanup * additional clarity for db session operations * nit * k * k * update configs * docker compose spacing
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@@ -1,39 +1,49 @@
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from typing import Any, Literal
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from onyx.db.engine import get_iam_auth_token
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from onyx.configs.app_configs import USE_IAM_AUTH
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from onyx.configs.app_configs import POSTGRES_HOST
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from onyx.configs.app_configs import POSTGRES_PORT
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from onyx.configs.app_configs import POSTGRES_USER
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from onyx.configs.app_configs import AWS_REGION
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from onyx.db.engine import build_connection_string
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from onyx.db.engine import get_all_tenant_ids
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from sqlalchemy import event
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from sqlalchemy import pool
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from sqlalchemy import text
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from sqlalchemy.engine.base import Connection
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from typing import Literal
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import os
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import ssl
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import asyncio
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from logging.config import fileConfig
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import logging
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from logging.config import fileConfig
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from alembic import context
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from sqlalchemy import pool
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from sqlalchemy.ext.asyncio import create_async_engine
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from sqlalchemy.sql import text
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from sqlalchemy.sql.schema import SchemaItem
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from shared_configs.configs import MULTI_TENANT
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from onyx.db.engine import build_connection_string
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from onyx.configs.constants import SSL_CERT_FILE
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from shared_configs.configs import MULTI_TENANT, POSTGRES_DEFAULT_SCHEMA
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from onyx.db.models import Base
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from celery.backends.database.session import ResultModelBase # type: ignore
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from onyx.db.engine import get_all_tenant_ids
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from shared_configs.configs import POSTGRES_DEFAULT_SCHEMA
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# Alembic Config object
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config = context.config
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# Interpret the config file for Python logging.
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if config.config_file_name is not None and config.attributes.get(
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"configure_logger", True
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):
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fileConfig(config.config_file_name)
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# Add your model's MetaData object here for 'autogenerate' support
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target_metadata = [Base.metadata, ResultModelBase.metadata]
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EXCLUDE_TABLES = {"kombu_queue", "kombu_message"}
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# Set up logging
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logger = logging.getLogger(__name__)
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ssl_context: ssl.SSLContext | None = None
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if USE_IAM_AUTH:
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if not os.path.exists(SSL_CERT_FILE):
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raise FileNotFoundError(f"Expected {SSL_CERT_FILE} when USE_IAM_AUTH is true.")
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ssl_context = ssl.create_default_context(cafile=SSL_CERT_FILE)
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def include_object(
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object: SchemaItem,
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@@ -49,20 +59,12 @@ def include_object(
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reflected: bool,
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compare_to: SchemaItem | None,
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) -> bool:
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"""
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Determines whether a database object should be included in migrations.
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Excludes specified tables from migrations.
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"""
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if type_ == "table" and name in EXCLUDE_TABLES:
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return False
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return True
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def get_schema_options() -> tuple[str, bool, bool]:
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"""
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Parses command-line options passed via '-x' in Alembic commands.
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Recognizes 'schema', 'create_schema', and 'upgrade_all_tenants' options.
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"""
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x_args_raw = context.get_x_argument()
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x_args = {}
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for arg in x_args_raw:
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@@ -90,16 +92,12 @@ def get_schema_options() -> tuple[str, bool, bool]:
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def do_run_migrations(
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connection: Connection, schema_name: str, create_schema: bool
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) -> None:
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"""
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Executes migrations in the specified schema.
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"""
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logger.info(f"About to migrate schema: {schema_name}")
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if create_schema:
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connection.execute(text(f'CREATE SCHEMA IF NOT EXISTS "{schema_name}"'))
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connection.execute(text("COMMIT"))
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# Set search_path to the target schema
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connection.execute(text(f'SET search_path TO "{schema_name}"'))
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context.configure(
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@@ -117,11 +115,25 @@ def do_run_migrations(
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context.run_migrations()
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def provide_iam_token_for_alembic(
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dialect: Any, conn_rec: Any, cargs: Any, cparams: Any
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) -> None:
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if USE_IAM_AUTH:
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# Database connection settings
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region = AWS_REGION
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host = POSTGRES_HOST
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port = POSTGRES_PORT
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user = POSTGRES_USER
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# Get IAM authentication token
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token = get_iam_auth_token(host, port, user, region)
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# For Alembic / SQLAlchemy in this context, set SSL and password
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cparams["password"] = token
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cparams["ssl"] = ssl_context
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async def run_async_migrations() -> None:
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"""
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Determines whether to run migrations for a single schema or all schemas,
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and executes migrations accordingly.
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"""
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schema_name, create_schema, upgrade_all_tenants = get_schema_options()
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engine = create_async_engine(
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@@ -129,10 +141,16 @@ async def run_async_migrations() -> None:
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poolclass=pool.NullPool,
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)
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if upgrade_all_tenants:
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# Run migrations for all tenant schemas sequentially
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tenant_schemas = get_all_tenant_ids()
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if USE_IAM_AUTH:
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@event.listens_for(engine.sync_engine, "do_connect")
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def event_provide_iam_token_for_alembic(
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dialect: Any, conn_rec: Any, cargs: Any, cparams: Any
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) -> None:
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provide_iam_token_for_alembic(dialect, conn_rec, cargs, cparams)
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if upgrade_all_tenants:
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tenant_schemas = get_all_tenant_ids()
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for schema in tenant_schemas:
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try:
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logger.info(f"Migrating schema: {schema}")
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@@ -162,15 +180,20 @@ async def run_async_migrations() -> None:
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def run_migrations_offline() -> None:
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"""
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Run migrations in 'offline' mode.
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"""
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schema_name, _, upgrade_all_tenants = get_schema_options()
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url = build_connection_string()
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if upgrade_all_tenants:
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# Run offline migrations for all tenant schemas
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engine = create_async_engine(url)
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if USE_IAM_AUTH:
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@event.listens_for(engine.sync_engine, "do_connect")
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def event_provide_iam_token_for_alembic_offline(
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dialect: Any, conn_rec: Any, cargs: Any, cparams: Any
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) -> None:
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provide_iam_token_for_alembic(dialect, conn_rec, cargs, cparams)
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tenant_schemas = get_all_tenant_ids()
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engine.sync_engine.dispose()
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@@ -207,9 +230,6 @@ def run_migrations_offline() -> None:
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def run_migrations_online() -> None:
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"""
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Runs migrations in 'online' mode using an asynchronous engine.
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"""
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asyncio.run(run_async_migrations())
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