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Merge pull request #1856 from Agenta-AI/feature/age-369-add-alembic
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Feat: add Alembic support for database migration
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aakrem authored Aug 1, 2024
2 parents 75b9b0c + 8ff5e1c commit 21134c4
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11 changes: 7 additions & 4 deletions .github/workflows/run-backend-tests.yml
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Expand Up @@ -29,17 +29,20 @@ jobs:
- name: Start Docker Compose
run: OPENAI_API_KEY=${{ secrets.NEXT_PUBLIC_OPENAI_API_KEY }} ENVIRONMENT=github docker-compose -f "docker-compose.test.yml" up -d --build

- name: Wait for Backend Service
run: |
sleep 10 && curl -i http://localhost/api/openapi.json
- name: Apply Schema Migration
run: docker exec -w /app/agenta_backend/migrations/postgres agenta-backend-test alembic -c alembic.oss.ini upgrade head

- name: Restart Backend Service To Fetch Template Images
run: docker container restart agenta-backend-test

- name: Check Templates Exists
run: |
sleep 10 && curl -i http://localhost/api/containers/templates/
- name: Wait for Backend Service
run: |
sleep 10 && curl -i http://localhost/api/openapi.json
- name: Run tests
run: sleep 10 && docker exec agenta-backend-test pytest

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3 changes: 3 additions & 0 deletions .github/workflows/run-frontend-tests.yml
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Expand Up @@ -46,6 +46,9 @@ jobs:
curl http://localhost/api/organizations/own/
curl http://localhost/api/containers/templates/
- name: Apply Schema Migration
run: docker exec -w /app/agenta_backend/migrations/postgres agenta-backend-test alembic -c alembic.oss.ini upgrade head

- name: Set Node.js 18
uses: actions/setup-node@v4
with:
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11 changes: 8 additions & 3 deletions agenta-backend/Dockerfile
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Expand Up @@ -11,13 +11,18 @@ RUN apt-get update -y \
RUN pip install --upgrade pip \
&& pip install poetry

# Copy only requirements to cache them in docker layer
COPY pyproject.toml poetry.lock* README.md /app/
# Copy only requirements and alembic configuration file
# to cache them in docker layer
COPY pyproject.toml poetry.lock* alembic.* README.md /app/

# This is a hack to create a dummy module so that poetry install doesn't fail
# This is a hack to create a dummy module so that poetry install doesn't fail
RUN mkdir -p /app/agenta_backend
RUN touch /app/agenta_backend/__init__.py

# Copy migrations folder
RUN mkdir -p /app/agenta_backend/migrations/postgres
COPY agenta_backend/migrations/postgres /app/agenta_backend/migrations/postgres

# Project initialization:
RUN poetry config virtualenvs.create false \
&& poetry install --no-interaction --no-ansi
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20 changes: 14 additions & 6 deletions agenta-backend/agenta_backend/main.py
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@@ -1,4 +1,3 @@
import asyncio
from contextlib import asynccontextmanager

from agenta_backend import celery_config
Expand All @@ -16,9 +15,12 @@
configs_router,
health_router,
)
from agenta_backend.utils.common import isEE, isCloudProd, isCloudDev, isOss, isCloudEE
from agenta_backend.models.db_engine import db_engine
from agenta_backend.open_api import open_api_tags_metadata
from agenta_backend.utils.common import isEE, isCloudProd, isCloudDev, isOss, isCloudEE
from agenta_backend.migrations.postgres.utils import (
check_for_new_migrations,
check_if_templates_table_exist,
)

if isEE() or isCloudProd():
from agenta_backend.commons.services import templates_manager
Expand Down Expand Up @@ -53,10 +55,16 @@ async def lifespan(application: FastAPI, cache=True):
cache: A boolean value that indicates whether to use the cached data or not.
"""

await db_engine.init_db()
await templates_manager.update_and_sync_templates(cache=cache)
if isCloudEE():
from agenta_backend.cloud.db.mongo_engine import initialize_mongodb

await initialize_mongodb()

await check_for_new_migrations()
if await check_if_templates_table_exist():
await templates_manager.update_and_sync_templates(cache=cache)

yield
await db_engine.close()


app = FastAPI(lifespan=lifespan, openapi_tags=open_api_tags_metadata)
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37 changes: 37 additions & 0 deletions agenta-backend/agenta_backend/migrations/postgres/README.md
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@@ -0,0 +1,37 @@
# Migrations with Alembic

Generic single-database configuration with an async dbapi.

## Autogenerate Migrations

One of Alembic's key features is its ability to auto-generate migration scripts. By analyzing the current database state and comparing it with the application's table metadata, Alembic can automatically generate the necessary migration scripts using the `--autogenerate` flag in the alembic revision command.

Note that autogenerate sometimes does not detect all database changes and it is always necessary to manually review (and correct if needed) the candidate migrations that autogenerate produces.

### Making migrations

To make migrations after creating a new table schema or modifying a current column in a table, run the following commands:

```bash
docker exec -it agenta-backend-1 bash
```

The above command will run the backend container on bash.

```bash
alembic -c alembic.oss.ini revision --autogenerate -m "migration message"
```

The above command will create a script that contains the changes that was made to the database schema. Kindly update "migration message" with a message that is clear to indicate what change was made. Here are some examples:

- added username column in users table
- renamed template_uri to template_repository_uri
- etc

### Applying Migrations

```bash
alembic -c alembic.oss.ini upgrade head
```

The above command will be used to apply the changes in the script created to the database table(s).
114 changes: 114 additions & 0 deletions agenta-backend/agenta_backend/migrations/postgres/alembic.oss.ini
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@@ -0,0 +1,114 @@
# A generic, single database configuration.

[alembic]
# path to migration scripts
script_location = /app/agenta_backend/migrations/postgres

# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
# Uncomment the line below if you want the files to be prepended with date and time
# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s

# sys.path path, will be prepended to sys.path if present.
# defaults to the current working directory.
prepend_sys_path = .

# timezone to use when rendering the date within the migration file
# as well as the filename.
# If specified, requires the python>=3.9 or backports.zoneinfo library.
# Any required deps can installed by adding `alembic[tz]` to the pip requirements
# string value is passed to ZoneInfo()
# leave blank for localtime
# timezone =

# max length of characters to apply to the
# "slug" field
# truncate_slug_length = 40

# set to 'true' to run the environment during
# the 'revision' command, regardless of autogenerate
# revision_environment = false

# set to 'true' to allow .pyc and .pyo files without
# a source .py file to be detected as revisions in the
# versions/ directory
# sourceless = false

# version location specification; This defaults
# to migrations/versions. When using multiple version
# directories, initial revisions must be specified with --version-path.
# The path separator used here should be the separator specified by "version_path_separator" below.
# version_locations = %(here)s/bar:%(here)s/bat:migrations/versions

# version path separator; As mentioned above, this is the character used to split
# version_locations. The default within new alembic.ini files is "os", which uses os.pathsep.
# If this key is omitted entirely, it falls back to the legacy behavior of splitting on spaces and/or commas.
# Valid values for version_path_separator are:
#
# version_path_separator = :
# version_path_separator = ;
# version_path_separator = space
version_path_separator = os # Use os.pathsep. Default configuration used for new projects.

# set to 'true' to search source files recursively
# in each "version_locations" directory
# new in Alembic version 1.10
# recursive_version_locations = false

# the output encoding used when revision files
# are written from script.py.mako
# output_encoding = utf-8

sqlalchemy.url = driver://user:pass@localhost/dbname


[post_write_hooks]
# post_write_hooks defines scripts or Python functions that are run
# on newly generated revision scripts. See the documentation for further
# detail and examples

# format using "black" - use the console_scripts runner, against the "black" entrypoint
# hooks = black
# black.type = console_scripts
# black.entrypoint = black
# black.options = -l 79 REVISION_SCRIPT_FILENAME

# lint with attempts to fix using "ruff" - use the exec runner, execute a binary
# hooks = ruff
# ruff.type = exec
# ruff.executable = %(here)s/.venv/bin/ruff
# ruff.options = --fix REVISION_SCRIPT_FILENAME

# Logging configuration
[loggers]
keys = root,sqlalchemy,alembic

[handlers]
keys = console

[formatters]
keys = generic

[logger_root]
level = WARN
handlers = console
qualname =

[logger_sqlalchemy]
level = WARN
handlers =
qualname = sqlalchemy.engine

[logger_alembic]
level = INFO
handlers =
qualname = alembic

[handler_console]
class = StreamHandler
args = (sys.stderr,)
level = NOTSET
formatter = generic

[formatter_generic]
format = %(levelname)-5.5s [%(name)s] %(message)s
datefmt = %H:%M:%S
92 changes: 92 additions & 0 deletions agenta-backend/agenta_backend/migrations/postgres/env.py
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@@ -0,0 +1,92 @@
import asyncio
from logging.config import fileConfig

from sqlalchemy import pool
from sqlalchemy.engine import Connection
from sqlalchemy.ext.asyncio import async_engine_from_config

from alembic import context

from agenta_backend.models.db.postgres_engine import db_engine


# this is the Alembic Config object, which provides
# access to the values within the .ini file in use.
config = context.config
config.set_main_option("sqlalchemy.url", db_engine.postgres_uri) # type: ignore


# Interpret the config file for Python logging.
# This line sets up loggers basically.
if config.config_file_name is not None:
fileConfig(config.config_file_name)

# add your model's MetaData object here
# for 'autogenerate' support
from agenta_backend.models.db_models import Base # noqa: F403

# from myapp import mymodel
# target_metadata = mymodel.Base.metadata
target_metadata = Base.metadata

# other values from the config, defined by the needs of env.py,
# can be acquired:
# my_important_option = config.get_main_option("my_important_option")
# ... etc.


def run_migrations_offline() -> None:
"""Run migrations in 'offline' mode.
This configures the context with just a URL
and not an Engine, though an Engine is acceptable
here as well. By skipping the Engine creation
we don't even need a DBAPI to be available.
Calls to context.execute() here emit the given string to the
script output.
"""
url = config.get_main_option("sqlalchemy.url")
context.configure(
url=url,
target_metadata=target_metadata,
literal_binds=True,
dialect_opts={"paramstyle": "named"},
)

with context.begin_transaction():
context.run_migrations()


def do_run_migrations(connection: Connection) -> None:
context.configure(connection=connection, target_metadata=target_metadata)

with context.begin_transaction():
context.run_migrations()


async def run_async_migrations() -> None:
"""In this scenario we need to create an Engine
and associate a connection with the context.
"""

connectable = async_engine_from_config(
config.get_section(config.config_ini_section, {}),
prefix="sqlalchemy.",
poolclass=pool.NullPool,
)

async with connectable.connect() as connection:
await connection.run_sync(do_run_migrations)

await connectable.dispose()


def run_migrations_online() -> None:
"""Run migrations in 'online' mode."""

asyncio.run(run_async_migrations())


if context.is_offline_mode():
run_migrations_offline()
else:
run_migrations_online()
26 changes: 26 additions & 0 deletions agenta-backend/agenta_backend/migrations/postgres/script.py.mako
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@@ -0,0 +1,26 @@
"""${message}

Revision ID: ${up_revision}
Revises: ${down_revision | comma,n}
Create Date: ${create_date}

"""
from typing import Sequence, Union

from alembic import op
import sqlalchemy as sa
${imports if imports else ""}

# revision identifiers, used by Alembic.
revision: str = ${repr(up_revision)}
down_revision: Union[str, None] = ${repr(down_revision)}
branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}


def upgrade() -> None:
${upgrades if upgrades else "pass"}


def downgrade() -> None:
${downgrades if downgrades else "pass"}
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