diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..f869ad9 --- /dev/null +++ b/.env.example @@ -0,0 +1,31 @@ +DOMAIN=localhost + +ENVIRONMENT=development + +PROJECT_NAME="Kaapi-Guardrails" +STACK_NAME=Kaapi-Guardrails + +# API Base URL for cron scripts (defaults to http://localhost:8000 if not set) +API_BASE_URL=http://localhost:8000 + +# Postgres +POSTGRES_SERVER=localhost +POSTGRES_PORT=5432 +POSTGRES_DB=kaapi-guardrails +POSTGRES_USER=postgres +POSTGRES_PASSWORD=postgres + +SENTRY_DSN= + +# Configure these with your own Docker registry images + +DOCKER_IMAGE_BACKEND=kaapi-guardrails-backend + +# Callback Timeouts (in seconds) +CALLBACK_CONNECT_TIMEOUT=3 +CALLBACK_READ_TIMEOUT=10 + +# require as a env if you want to use doc transformation +OPENAI_API_KEY="" +GUARDRAILS_HUB_API_KEY="" +AUTH_TOKEN="" \ No newline at end of file diff --git a/.env.test b/.env.test new file mode 100644 index 0000000..40e9ad8 --- /dev/null +++ b/.env.test @@ -0,0 +1,31 @@ +DOMAIN=localhost + +ENVIRONMENT=testing + +PROJECT_NAME="Kaapi-Guardrails" +STACK_NAME=Kaapi-Guardrails + +# API Base URL for cron scripts (defaults to http://localhost:8000 if not set) +API_BASE_URL=http://localhost:8000 + +# Postgres +POSTGRES_SERVER=localhost +POSTGRES_PORT=5432 +POSTGRES_DB=kaapi-guardrails +POSTGRES_USER=postgres +POSTGRES_PASSWORD=postgres + +SENTRY_DSN= + +# Configure these with your own Docker registry images + +DOCKER_IMAGE_BACKEND=kaapi-guardrails-backend + +# Callback Timeouts (in seconds) +CALLBACK_CONNECT_TIMEOUT=3 +CALLBACK_READ_TIMEOUT=10 + +# require as a env if you want to use doc transformation +OPENAI_API_KEY="" +GUARDRAILS_HUB_API_KEY="" +AUTH_TOKEN="" \ No newline at end of file diff --git a/.env.test.example b/.env.test.example new file mode 100644 index 0000000..40e9ad8 --- /dev/null +++ b/.env.test.example @@ -0,0 +1,31 @@ +DOMAIN=localhost + +ENVIRONMENT=testing + +PROJECT_NAME="Kaapi-Guardrails" +STACK_NAME=Kaapi-Guardrails + +# API Base URL for cron scripts (defaults to http://localhost:8000 if not set) +API_BASE_URL=http://localhost:8000 + +# Postgres +POSTGRES_SERVER=localhost +POSTGRES_PORT=5432 +POSTGRES_DB=kaapi-guardrails +POSTGRES_USER=postgres +POSTGRES_PASSWORD=postgres + +SENTRY_DSN= + +# Configure these with your own Docker registry images + +DOCKER_IMAGE_BACKEND=kaapi-guardrails-backend + +# Callback Timeouts (in seconds) +CALLBACK_CONNECT_TIMEOUT=3 +CALLBACK_READ_TIMEOUT=10 + +# require as a env if you want to use doc transformation +OPENAI_API_KEY="" +GUARDRAILS_HUB_API_KEY="" +AUTH_TOKEN="" \ No newline at end of file diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..fede9d0 --- /dev/null +++ b/.gitignore @@ -0,0 +1,11 @@ +__pycache__ +app.egg-info +*.pyc +.mypy_cache +.coverage +htmlcov +.cache +.venv +.DS_Store +.env +.env.test \ No newline at end of file diff --git a/README.md b/README.md index 4f7fb6d..e0c73be 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,84 @@ # kaapi-guardrails A repo for our experiments with Guardrails so can be integrated with Kaapi + +# Kaapi Guardrails + +[![License: AGPL v3](https://img.shields.io/badge/License-AGPL%20v3-blue.svg)](https://www.gnu.org/licenses/agpl-3.0) +![](https://github.com/ProjectTech4DevAI/ai-platform/workflows/Continuous%20Integration/badge.svg) +![GitHub issues](https://img.shields.io/github/issues-raw/ProjectTech4DevAI/kaapi-guardrails) +[![Commits](https://img.shields.io/github/commit-activity/m/ProjectTech4DevAI/kaapi-guardrails)](https://img.shields.io/github/commit-activity/m/ProjectTech4DevAI/kaapi-guardrails) + +## Pre-requisites + +- [docker](https://docs.docker.com/get-started/get-docker/) Docker +- [uv](https://docs.astral.sh/uv/) for Python package and environment management. + +## Project Setup + +You can **just fork or clone** this repository and use it as is. + +✨ It just works. ✨ + +### Configure + +Create env file using example file + +```bash +cp .env.example .env +``` + +You can then update configs in the `.env` files to customize your configurations. + +⚠️ Some services depend on these environment variables being set correctly. Missing or invalid values may cause startup issues. + +## Bootstrap & development mode + +You have two options to start this dockerized setup, depending on whether you want to reset the database: +### Option A: Run migrations & seed data (will reset DB) + +Use the prestart profile to automatically run database migrations and seed data. +This profile also resets the database, so use it only when you want a fresh start. +```bash +docker compose --profile prestart up +``` + +### Option B: Start normally without resetting DB + +If you don't want to reset the database, start the project directly: +```bash +docker compose watch +``` +This will start all services in watch mode for development — ideal for local iterations. + +### Rebuilding Images + +```bash +docker compose up --build -d +``` + +This is also necessary when: +- Dependencies change in `pyproject.toml` or `uv.lock` +- You modify Dockerfile configurations +- Changes aren't being reflected in the running containers + +## Backend Development + +Backend docs: [backend/README.md](./backend/README.md). + +## Deployment + +Deployment docs: [deployment.md](./deployment.md). + +## Development + +General development docs: [development.md](./development.md). + +This includes using Docker Compose, custom local domains, `.env` configurations, etc. + +## Release Notes + +Check the file [release-notes.md](./release-notes.md). + +## Credits + +This project was created using [full-stack-fastapi-template](https://github.com/fastapi/full-stack-fastapi-template). A big thank you to the team for creating and maintaining the template!!! diff --git a/backend/Dockerfile b/backend/Dockerfile new file mode 100644 index 0000000..99f8bc6 --- /dev/null +++ b/backend/Dockerfile @@ -0,0 +1,49 @@ +FROM python:3.10 + +ENV PYTHONUNBUFFERED=1 + +WORKDIR /app/ + +# Install uv +# Ref: https://docs.astral.sh/uv/guides/integration/docker/#installing-uv +COPY --from=ghcr.io/astral-sh/uv:0.5.11 /uv /uvx /bin/ + +# Place executables in the environment at the front of the path +# Ref: https://docs.astral.sh/uv/guides/integration/docker/#using-the-environment +ENV PATH="/app/.venv/bin:$PATH" + +# Compile bytecode +# Ref: https://docs.astral.sh/uv/guides/integration/docker/#compiling-bytecode +ENV UV_COMPILE_BYTECODE=1 + +# uv Cache +# Ref: https://docs.astral.sh/uv/guides/integration/docker/#caching +ENV UV_LINK_MODE=copy + +# Install dependencies +# Ref: https://docs.astral.sh/uv/guides/integration/docker/#intermediate-layers +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --frozen --no-install-project + +ENV PYTHONPATH=/app +RUN apt-get update && apt-get install -y jq && rm -rf /var/lib/apt/lists/* + +COPY ./scripts /app/scripts +RUN chmod +x /app/scripts/*.sh + +COPY ./pyproject.toml ./uv.lock ./alembic.ini /app/ + +COPY ./app /app/app +COPY ./tests /app/tests + +# Sync the project +# Ref: https://docs.astral.sh/uv/guides/integration/docker/#intermediate-layers +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync + +# ------------------------------- +# Entrypoint (runtime setup) +# ------------------------------- +ENTRYPOINT ["/app/scripts/entrypoint.sh"] \ No newline at end of file diff --git a/backend/README.md b/backend/README.md new file mode 100644 index 0000000..3e4d65c --- /dev/null +++ b/backend/README.md @@ -0,0 +1,302 @@ +# FastAPI Project - Backend + +## Requirements + +* [Docker](https://www.docker.com/). +* [uv](https://docs.astral.sh/uv/) for Python package and environment management. + +## Docker Compose + +Start the local development environment with Docker Compose following the guide in [../development.md](../development.md). + +## General Workflow + +By default, the dependencies are managed with [uv](https://docs.astral.sh/uv/), go there and install it. + +From `./backend/` you can install all the dependencies with: + +```console +$ uv sync +``` + +Then you can activate the virtual environment with: + +```console +$ source .venv/bin/activate +``` + +Make sure your editor is using the correct Python virtual environment, with the interpreter at `backend/.venv/bin/python`. + +Modify or add SQLModel models for data and SQL tables in `./backend/app/models/`, API endpoints in `./backend/app/api/`. + +## VS Code + +There are already configurations in place to run the backend through the VS Code debugger, so that you can use breakpoints, pause and explore variables, etc. + +The setup is also already configured so you can run the tests through the VS Code Python tests tab. + +There is also a command override that runs `fastapi run --reload` instead of the default `fastapi run`. It starts a single server process (instead of multiple, as would be for production) and reloads the process whenever the code changes. Have in mind that if you have a syntax error and save the Python file, it will break and exit, and the container will stop. After that, you can restart the container by fixing the error and running again: + +```console +$ docker compose watch +``` + +There is also a commented out `command` override, you can uncomment it and comment the default one. It makes the backend container run a process that does "nothing", but keeps the container alive. That allows you to get inside your running container and execute commands inside, for example a Python interpreter to test installed dependencies, or start the development server that reloads when it detects changes. + +To get inside the container with a `bash` session you can start the stack with: + +```console +$ docker compose watch +``` + +and then in another terminal, `exec` inside the running container: + +```console +$ docker compose exec backend bash +``` + +You should see an output like: + +```console +root@7f2607af31c3:/app# +``` + +that means that you are in a `bash` session inside your container, as a `root` user, under the `/app` directory, this directory has another directory called "app" inside, that's where your code lives inside the container: `/app/app`. + +There you can use the `fastapi run --reload` command to run the debug live reloading server. + +```console +$ fastapi run --reload app/main.py +``` + +...it will look like: + +```console +root@7f2607af31c3:/app# fastapi run --reload app/main.py +``` + +and then hit enter. That runs the live reloading server that auto reloads when it detects code changes. + +Nevertheless, if it doesn't detect a change but a syntax error, it will just stop with an error. But as the container is still alive and you are in a Bash session, you can quickly restart it after fixing the error, running the same command ("up arrow" and "Enter"). + +...this previous detail is what makes it useful to have the container alive doing nothing and then, in a Bash session, make it run the live reload server. + +## Backend tests + +To test the backend run: + +```console +$ bash ./scripts/test.sh +``` + +The tests run with Pytest, modify and add tests to `./backend/tests/`. + +If you use GitHub Actions the tests will run automatically. + +### Test running stack + +If your stack is already up and you just want to run the tests, you can use: + +```bash +docker compose exec backend bash scripts/tests-start.sh +``` + +That `/app/scripts/tests-start.sh` script just calls `pytest` after making sure that the rest of the stack is running. If you need to pass extra arguments to `pytest`, you can pass them to that command and they will be forwarded. + +For example, to stop on first error: + +```bash +docker compose exec backend bash scripts/tests-start.sh -x +``` + +### Test Coverage + +When the tests are run, a file `htmlcov/index.html` is generated, you can open it in your browser to see the coverage of the tests. + +## Migrations + +As during local development your app directory is mounted as a volume inside the container, you can also run the migrations with `alembic` commands inside the container and the migration code will be in your app directory (instead of being only inside the container). So you can add it to your git repository. + +Make sure you create a "revision" of your models and that you "upgrade" your database with that revision every time you change them. As this is what will update the tables in your database. Otherwise, your application will have errors. + +* Start an interactive session in the backend container: + +```console +$ docker compose exec backend bash +``` + +* Alembic is already configured to import your SQLModel models from `./backend/app/models.py`. + +* After changing a model (for example, adding a column), inside the container, create a revision, e.g.: + +```console +$ alembic revision --autogenerate -m "Add column last_name to User model" +``` + +* Commit to the git repository the files generated in the alembic directory. + +* After creating the revision, run the migration in the database (this is what will actually change the database): + +```console +$ alembic upgrade head +``` + +If you don't want to use migrations at all, uncomment the lines in the file at `./backend/app/core/db.py` that end in: + +```python +SQLModel.metadata.create_all(engine) +``` + +and comment the line in the file `scripts/prestart.sh` that contains: + +```console +$ alembic upgrade head +``` + +If you don't want to start with the default models and want to remove them / modify them, from the beginning, without having any previous revision, you can remove the revision files (`.py` Python files) under `./backend/app/alembic/versions/`. And then create a first migration as described above. + +# Guardrails AI + +## Guardrails AI Setup +1. Ensure that the .env file contains the correct value from `GUARDRAILS_HUB_API_KEY`. The key can be fetched from [here](https://hub.guardrailsai.com/keys). + +2. Make the `install_guardrails_from_hub.sh` script executable using this command (run this from the `backend` folder) - + +```bash +chmod +x scripts/install_guardrails_from_hub.sh +``` +3. Run this command to configure Guardrails AI - + +```bash +scripts/install_guardrails_from_hub.sh; +``` + +### Alternate Method +Run the following commands inside your virtual environment: + +```bash +uv sync +guardrails configure + +Enable anonymous metrics reporting? [Y/n]: Y +Do you wish to use remote inferencing? [Y/n]: Y +Enter API Key below leave empty if you want to keep existing token [HBPo] +👉 You can find your API Key at https://hub.guardrailsai.com/keys +``` + +To install any validator from Guardrails Hub: +``` +guardrails hub install hub://guardrails/ + +Example - +guardrails hub install hub://guardrails/ban_list +``` + +## Adding a new validator from Guardrails Hub +To add a new validator from the Guardrails Hub to this project, follow the steps below. + +1. In the `backend/app/models` folder, create a new Python file called `_safety_validator_config.py`. Add the following code there: + +``` +from guardrails.hub import # validator name from Guardrails Hub +from typing import List, Literal + +from app.models.base_validator_config import BaseValidatorConfig + +class SafetyValidatorConfig(BaseValidatorConfig): + type: Literal[""] + banned_words: List[str] + + # This method returns the validator constructor. + def build(self): +``` + +For example, this is the code for [BanList validator](https://guardrailsai.com/hub/validator/guardrails/ban_list). + +``` +from guardrails.hub import BanList +from typing import List, Literal + +from app.models.base_validator_config import BaseValidatorConfig + + +class BanListSafetyValidatorConfig(BaseValidatorConfig): + type: Literal["ban_list"] + banned_words: List[str] + + def build(self): + return BanList( + banned_words=self.banned_words, + on_fail=self.resolve_on_fail(), + ) + +``` + +2. In `backend/app/guardrail_config.py`, add the newly created config class to `ValidatorConfigItem`. + +## How to add custom validators? +To add a custom validator to this project, follow the steps below. + +1. Create the custom validator class. Take a look at the `backend/app/core/validators/gender_assumption_bias.py` as an example. Each custom validator should contain an `__init__` and `_validator` method. For example, + +``` +from guardrails import OnFailAction +from guardrails.validators import ( + FailResult, + PassResult, + register_validator, + ValidationResult, + Validator +) +from typing import Callable, List, Optional + +@register_validator(name="", data_type="string") +class (Validator): + + def __init__( + self, + # any parameters required while initializing the validator + on_fail: Optional[Callable] = OnFailAction.FIX #can be changed + ): + # Initialize the required variables + super().__init__(on_fail=on_fail) + + def _validate(self, value: str, metadata: dict = None) -> ValidationResult: + # add logic for validation +``` + +2. In the `backend/app/models` folder, create a new Python file called `_safety_validator_config.py`. Add the following code there: + +``` +from typing import List, Literal + +from app.models.base_validator_config import BaseValidatorConfig + +class SafetyValidatorConfig(BaseValidatorConfig): + type: Literal[""] + banned_words: List[str] + + # This method returns the validator constructor. + def build(self): +``` + +For example, this is the code for GenderAssumptionBias validator. + +``` +from typing import ClassVar, List, Literal, Optional +from app.models.base_validator_config import BaseValidatorConfig +from app.core.enum import BiasCategories +from app.core.validators.gender_assumption_bias import GenderAssumptionBias + +class GenderAssumptionBiasSafetyValidatorConfig(BaseValidatorConfig): + type: Literal["gender_assumption_bias"] + categories: Optional[List[BiasCategories]] = [BiasCategories.All] + + def build(self): + return GenderAssumptionBias( + categories=self.categories, + on_fail=self.resolve_on_fail(), + ) +``` + +2. In `backend/app/guardrail_config.py`, add the newly created config class to `ValidatorConfigItem`. diff --git a/backend/alembic.ini b/backend/alembic.ini new file mode 100644 index 0000000..434b0ea --- /dev/null +++ b/backend/alembic.ini @@ -0,0 +1,147 @@ +# A generic, single database configuration. + +[alembic] +# path to migration scripts. +# this is typically a path given in POSIX (e.g. forward slashes) +# format, relative to the token %(here)s which refers to the location of this +# ini file +script_location = app/alembic + +# 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 +# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file +# for all available tokens +# 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. for multiple paths, the path separator +# is defined by "path_separator" below. +prepend_sys_path = . + + +# timezone to use when rendering the date within the migration file +# as well as the filename. +# If specified, requires the tzdata library which can be 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 /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 "path_separator" +# below. +# version_locations = %(here)s/bar:%(here)s/bat:%(here)s/alembic/versions + +# path_separator; This indicates what character is used to split lists of file +# paths, including version_locations and prepend_sys_path within configparser +# files such as alembic.ini. +# The default rendered in new alembic.ini files is "os", which uses os.pathsep +# to provide os-dependent path splitting. +# +# Note that in order to support legacy alembic.ini files, this default does NOT +# take place if path_separator is not present in alembic.ini. If this +# option is omitted entirely, fallback logic is as follows: +# +# 1. Parsing of the version_locations option falls back to using the legacy +# "version_path_separator" key, which if absent then falls back to the legacy +# behavior of splitting on spaces and/or commas. +# 2. Parsing of the prepend_sys_path option falls back to the legacy +# behavior of splitting on spaces, commas, or colons. +# +# Valid values for path_separator are: +# +# path_separator = : +# path_separator = ; +# path_separator = space +# path_separator = newline +# +# Use os.pathsep. Default configuration used for new projects. +path_separator = os + +# 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 + +# database URL. This is consumed by the user-maintained env.py script only. +# other means of configuring database URLs may be customized within the env.py +# file. +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 module runner, against the "ruff" module +# hooks = ruff +# ruff.type = module +# ruff.module = ruff +# ruff.options = check --fix REVISION_SCRIPT_FILENAME + +# Alternatively, use the exec runner to execute a binary found on your PATH +# hooks = ruff +# ruff.type = exec +# ruff.executable = ruff +# ruff.options = check --fix REVISION_SCRIPT_FILENAME + +# Logging configuration. This is also consumed by the user-maintained +# env.py script only. +[loggers] +keys = root,sqlalchemy,alembic + +[handlers] +keys = console + +[formatters] +keys = generic + +[logger_root] +level = WARNING +handlers = console +qualname = + +[logger_sqlalchemy] +level = WARNING +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 diff --git a/backend/app/__init__.py b/backend/app/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/app/alembic/README b/backend/app/alembic/README new file mode 100644 index 0000000..98e4f9c --- /dev/null +++ b/backend/app/alembic/README @@ -0,0 +1 @@ +Generic single-database configuration. \ No newline at end of file diff --git a/backend/app/alembic/env.py b/backend/app/alembic/env.py new file mode 100644 index 0000000..c1024b1 --- /dev/null +++ b/backend/app/alembic/env.py @@ -0,0 +1,80 @@ +import os +from logging.config import fileConfig + +from alembic import context +from sqlalchemy import engine_from_config, pool + +from app.core.config import settings +from app.models import SQLModel + +# this is the Alembic Config object, which provides +# access to the values within the .ini file in use. +config = context.config + +# 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) + +target_metadata = SQLModel.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 get_url(): + return str(settings.SQLALCHEMY_DATABASE_URI) + +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 run_migrations_online() -> None: + """Run migrations in 'online' mode. + + In this scenario we need to create an Engine + and associate a connection with the context. + + """ + configuration = config.get_section(config.config_ini_section) + configuration["sqlalchemy.url"] = get_url() + connectable = engine_from_config( + configuration, + prefix="sqlalchemy.", + poolclass=pool.NullPool, + ) + + with connectable.connect() as connection: + context.configure( + connection=connection, target_metadata=target_metadata, compare_type=True + ) + + with context.begin_transaction(): + context.run_migrations() + + +if context.is_offline_mode(): + run_migrations_offline() +else: + run_migrations_online() diff --git a/backend/app/alembic/script.py.mako b/backend/app/alembic/script.py.mako new file mode 100644 index 0000000..35f3a30 --- /dev/null +++ b/backend/app/alembic/script.py.mako @@ -0,0 +1,29 @@ +"""${message} + +Revision ID: ${up_revision} +Revises: ${down_revision | comma,n} +Create Date: ${create_date} + +""" +from typing import Sequence, Union + +from alembic import op +import sqlmodel +import sqlalchemy as sa +${imports if imports else ""} + +# revision identifiers, used by Alembic. +revision: str = ${repr(up_revision)} +down_revision: Union[str, Sequence[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: + """Upgrade schema.""" + ${upgrades if upgrades else "pass"} + + +def downgrade() -> None: + """Downgrade schema.""" + ${downgrades if downgrades else "pass"} diff --git a/backend/app/alembic/versions/001_added_request_log.py b/backend/app/alembic/versions/001_added_request_log.py new file mode 100644 index 0000000..706d504 --- /dev/null +++ b/backend/app/alembic/versions/001_added_request_log.py @@ -0,0 +1,39 @@ +"""Added request log + +Revision ID: 001 +Revises: +Create Date: 2026-01-07 09:42:54.128852 + +""" +from typing import Sequence, Union + +from alembic import op +import sqlalchemy as sa +import sqlmodel + + +# revision identifiers, used by Alembic. +revision: str = '001' +down_revision: Union[str, Sequence[str], None] = None +branch_labels: Union[str, Sequence[str], None] = None +depends_on: Union[str, Sequence[str], None] = None + + +def upgrade() -> None: + op.create_table('request_log', + sa.Column('id', sa.Uuid(), nullable=False), + sa.Column('request_id', sa.Uuid(), nullable=False), + sa.Column('response_id', sa.Uuid(), nullable=True), + sa.Column('status', sa.Enum('PROCESSING','SUCCESS', 'ERROR', 'WARNING', name='requeststatus'), nullable=False, default='PROCESSING'), + sa.Column('request_text', sqlmodel.sql.sqltypes.AutoString(), nullable=False), + sa.Column('response_text', sqlmodel.sql.sqltypes.AutoString(), nullable=True), + sa.Column('inserted_at', sa.DateTime(), nullable=False), + sa.Column('updated_at', sa.DateTime(), nullable=False), + sa.PrimaryKeyConstraint('id') + ) + + +def downgrade() -> None: + op.drop_table('request_log') + # todo : drop requeststatus enum type + diff --git a/backend/app/alembic/versions/002_added_validator_log.py b/backend/app/alembic/versions/002_added_validator_log.py new file mode 100644 index 0000000..ad2ecc0 --- /dev/null +++ b/backend/app/alembic/versions/002_added_validator_log.py @@ -0,0 +1,37 @@ +"""Added validator log + +Revision ID: 002 +Revises: 001 +Create Date: 2026-01-07 09:43:48.002351 + +""" +from typing import Sequence, Union + +from alembic import op +import sqlalchemy as sa +import sqlmodel + + +# revision identifiers, used by Alembic. +revision: str = '002' +down_revision: Union[str, Sequence[str], None] = '001' +branch_labels: Union[str, Sequence[str], None] = None +depends_on: Union[str, Sequence[str], None] = None + + +def upgrade() -> None: + op.create_table('validator_log', + sa.Column('id', sa.Uuid(), nullable=False), + sa.Column('request_id', sa.Uuid(), nullable=False), + sa.Column('input', sqlmodel.sql.sqltypes.AutoString(), nullable=False), + sa.Column('output', sqlmodel.sql.sqltypes.AutoString(), nullable=False), + sa.Column('error', sqlmodel.sql.sqltypes.AutoString(), nullable=False), + sa.Column('inserted_at', sa.DateTime(), nullable=False), + sa.Column('updated_at', sa.DateTime(), nullable=False), + sa.ForeignKeyConstraint(['request_id'], ['request_log.id'], ), + sa.PrimaryKeyConstraint('id') + ) + + +def downgrade() -> None: + op.drop_table('validator_log') diff --git a/backend/app/api/__init__.py b/backend/app/api/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/app/api/deps.py b/backend/app/api/deps.py new file mode 100644 index 0000000..3ea0c52 --- /dev/null +++ b/backend/app/api/deps.py @@ -0,0 +1,40 @@ +from collections.abc import Generator +from typing import Annotated + +from fastapi import Depends, HTTPException, status, Security +from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials +from sqlmodel import Session + +from app.core.config import settings +from app.core.db import engine + +def get_db() -> Generator[Session, None, None]: + with Session(engine) as session: + yield session + +SessionDep = Annotated[Session, Depends(get_db)] +security = HTTPBearer(auto_error=False) + +def verify_bearer_token( + credentials: Annotated[ + HTTPAuthorizationCredentials | None, + Security(security), + ] +): + if credentials is None: + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Missing Authorization header", + ) + + token = credentials.credentials + + if token != settings.AUTH_TOKEN: + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail="Invalid token", + ) + + return True + +AuthDep = Annotated[bool, Depends(verify_bearer_token)] diff --git a/backend/app/api/main.py b/backend/app/api/main.py new file mode 100644 index 0000000..0fc8026 --- /dev/null +++ b/backend/app/api/main.py @@ -0,0 +1,10 @@ +from fastapi import APIRouter + +from app.api.routes import utils, guardrails + +api_router = APIRouter() +api_router.include_router(utils.router) +api_router.include_router(guardrails.router) + +# if settings.ENVIRONMENT == "local": +# api_router.include_router(private.router) diff --git a/backend/app/api/routes/__init__.py b/backend/app/api/routes/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/app/api/routes/guardrails.py b/backend/app/api/routes/guardrails.py new file mode 100644 index 0000000..b5d0ba0 --- /dev/null +++ b/backend/app/api/routes/guardrails.py @@ -0,0 +1,135 @@ +import uuid +from uuid import UUID + +from fastapi import APIRouter, status +from fastapi.responses import JSONResponse + +from app.api.deps import AuthDep, SessionDep +from app.core.guardrail_controller import build_guard, get_validator_config_models +from app.crud.request_log import RequestLogCrud +from app.models.guardrail_config import GuardrailInputRequest, GuardrailOutputRequest +from app.models.request import RequestLogUpdate, RequestStatus +from app.utils import APIResponse + +router = APIRouter(prefix="/guardrails", tags=["guardrails"]) + +@router.post("/input/") +async def run_input_guardrails( + payload: GuardrailInputRequest, + session: SessionDep, + _: AuthDep, +): + request_log_crud = RequestLogCrud(session=session) + request_log = request_log_crud.create(request_id=UUID(payload.request_id), input_text=payload.input) + return await _validate_with_guard( + payload.input, + payload.validators, + "safe_input", + request_log_crud, + request_log.id + ) + +@router.post("/output/") +async def run_output_guardrails( + payload: GuardrailOutputRequest, + session: SessionDep, + _: AuthDep, +): + request_log_crud = RequestLogCrud(session=session) + request_log = request_log_crud.create(request_id=UUID(payload.request_id), input_text=payload.output) + return await _validate_with_guard( + payload.output, + payload.validators, + "safe_output", + request_log_crud, + request_log.id + ) + +@router.get("/validator/") +async def list_validators(_: AuthDep): + """ + Lists all validators and their parameters directly. + """ + validator_config_models = get_validator_config_models() + validators = [] + + for model in validator_config_models: + try: + schema = model.model_json_schema() + validator_type = schema["properties"]["type"]["const"] + validators.append({ + "type": validator_type, + "config": schema, + }) + + except (KeyError, TypeError) as e: + return APIResponse.failure_response( + error=f"Failed to retrieve schema for validator {model.__name__}: {str(e)}", + ) + + return {"validators": validators} + +async def _validate_with_guard( + data: str, + validators: list, + response_field: str, # "safe_input" or "safe_output" + request_log_crud: RequestLogCrud, + request_log_id: UUID +) -> APIResponse: + response_id = uuid.uuid4() + + try: + guard = build_guard(validators) + result = guard.validate(data) + + if result.validated_output is not None: + request_log_crud.update( + request_log_id=request_log_id, + request_status=RequestStatus.SUCCESS, + request_log_update= RequestLogUpdate( + response_text=result.validated_output, + response_id=response_id + ) + ) + + return APIResponse.success_response( + data={ + "response_id": response_id, + response_field: result.validated_output, + } + ) + + error = ", ".join(f.failure_message for f in (result.failures or [])) + + request_log_crud.update( + request_log_id=request_log_id, + request_status=RequestStatus.ERROR, + request_log_update= RequestLogUpdate( + response_text=error, + response_id=response_id + ) + ) + return APIResponse.failure_response( + data={ + "response_id": response_id, + response_field: None, + }, + error=error, + ) + + except Exception as e: + request_log_crud.update( + request_log_id=request_log_id, + request_status=RequestStatus.ERROR, + request_log_update= RequestLogUpdate( + response_text=str(e), + response_id=response_id + ) + ) + return APIResponse.failure_response( + data={ + "response_id": response_id, + response_field: None, + }, + error=str(e), + ) \ No newline at end of file diff --git a/backend/app/api/routes/utils.py b/backend/app/api/routes/utils.py new file mode 100644 index 0000000..25f506c --- /dev/null +++ b/backend/app/api/routes/utils.py @@ -0,0 +1,7 @@ +from fastapi import APIRouter + +router = APIRouter(prefix="/utils", tags=["utils"]) + +@router.get("/health-check/") +async def health_check() -> bool: + return True \ No newline at end of file diff --git a/backend/app/backend_pre_start.py b/backend/app/backend_pre_start.py new file mode 100644 index 0000000..79aa6f1 --- /dev/null +++ b/backend/app/backend_pre_start.py @@ -0,0 +1,39 @@ +import logging + +from sqlalchemy import Engine +from sqlmodel import Session, select +from tenacity import after_log, before_log, retry, stop_after_attempt, wait_fixed + +from app.core.db import engine + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +max_tries = 60 * 5 # 5 minutes +wait_seconds = 1 + + +@retry( + stop=stop_after_attempt(max_tries), + wait=wait_fixed(wait_seconds), + before=before_log(logger, logging.INFO), + after=after_log(logger, logging.WARNING), +) +def init(db_engine: Engine) -> None: + try: + with Session(db_engine) as session: + # Try to create session to check if DB is awake + session.exec(select(1)) + except Exception as e: + logger.error(e) + raise e + + +def main() -> None: + logger.info("Initializing service") + init(engine) + logger.info("Service finished initializing") + + +if __name__ == "__main__": + main() diff --git a/backend/app/core/__init__.py b/backend/app/core/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/app/core/config.py b/backend/app/core/config.py new file mode 100644 index 0000000..c235a8a --- /dev/null +++ b/backend/app/core/config.py @@ -0,0 +1,107 @@ +import os +from pathlib import Path +from typing import Any, ClassVar, Literal +import warnings + +from pydantic import ( + HttpUrl, + PostgresDsn, + computed_field, + model_validator, +) +from pydantic_settings import BaseSettings, SettingsConfigDict +from typing_extensions import Self + + +def parse_cors(v: Any) -> list[str] | str: + if isinstance(v, str) and not v.startswith("["): + return [i.strip() for i in v.split(",") if i.strip()] + elif isinstance(v, list | str): + return v + raise ValueError(v) + + +class Settings(BaseSettings): + model_config = SettingsConfigDict( + # env_file="../.env", + env_ignore_empty=True, + extra="ignore", + ) + API_V1_STR: str = "/api/v1" + # 60 minutes * 24 hours * 8 days = 8 days + ACCESS_TOKEN_EXPIRE_MINUTES: int = 60 * 24 * 8 + ENVIRONMENT: Literal["development", "testing", "staging", "production"] = "testing" + AUTH_TOKEN: str + PROJECT_NAME: str + SENTRY_DSN: HttpUrl | None = None + POSTGRES_SERVER: str + POSTGRES_PORT: int = 5432 + POSTGRES_USER: str + POSTGRES_PASSWORD: str = "" + POSTGRES_DB: str = "" + GUARDRAILS_HUB_API_KEY: str | None = None + CORE_DIR: ClassVar[Path] = Path(__file__).resolve().parent + + SLUR_LIST_FILENAME: ClassVar[str] = "curated_slurlist_hi_en.csv" + + SLUR_LIST_FILEPATH: ClassVar[Path] = ( + CORE_DIR + / "validators" + / "utils" + / "files" + / SLUR_LIST_FILENAME + ) + + GENDER_BIAS_LIST_FILEPATH: ClassVar[Path] = ( + CORE_DIR + / "validators" + / "utils" + / "files" + / "gender_assumption_bias_words.csv" + ) + + @computed_field # type: ignore[prop-decorator] + @property + def SQLALCHEMY_DATABASE_URI(self) -> PostgresDsn: + return PostgresDsn.build( + scheme="postgresql+psycopg", + username=self.POSTGRES_USER, + password=self.POSTGRES_PASSWORD, + host=self.POSTGRES_SERVER, + port=self.POSTGRES_PORT, + path=self.POSTGRES_DB, + ) + + def _check_default_secret(self, var_name: str, value: str | None) -> None: + if value == "changethis": + message = ( + f'The value of {var_name} is "changethis", ' + "for security, please change it, at least for deployments." + ) + if self.ENVIRONMENT == "testing": + warnings.warn(message, stacklevel=1) + else: + raise ValueError(message) + + @model_validator(mode="after") + def _enforce_non_default_secrets(self) -> Self: + self._check_default_secret("POSTGRES_PASSWORD", self.POSTGRES_PASSWORD) + return self + +def get_settings() -> Settings: + environment = os.getenv("ENVIRONMENT", "development") + + ROOT_DIR = Path(__file__).resolve().parents[3] + + env_files = { + "testing": ROOT_DIR / ".env.test", + "staging": ROOT_DIR / ".env.test", + "development": ROOT_DIR / ".env", + "production": ROOT_DIR / ".env", + } + + env_file = env_files.get(environment) + + return Settings(_env_file=env_file) + +settings = get_settings() diff --git a/backend/app/core/constants.py b/backend/app/core/constants.py new file mode 100644 index 0000000..8e1ba4d --- /dev/null +++ b/backend/app/core/constants.py @@ -0,0 +1,6 @@ +BAN_LIST = "ban_list" + +LANG_HINDI = "hi" +LANG_ENGLISH = "en" +LABEL = "label" +SCORE = "score" \ No newline at end of file diff --git a/backend/app/core/db.py b/backend/app/core/db.py new file mode 100644 index 0000000..58247dd --- /dev/null +++ b/backend/app/core/db.py @@ -0,0 +1,22 @@ +from sqlmodel import Session, create_engine, select + +from app.core.config import settings + +engine = create_engine(str(settings.SQLALCHEMY_DATABASE_URI)) + + +# make sure all SQLModel models are imported (app.models) before initializing DB +# otherwise, SQLModel might fail to initialize relationships properly +# for more details: https://github.com/fastapi/full-stack-fastapi-template/issues/28 + + +def init_db(session: Session) -> None: + # Tables should be created with Alembic migrations + # But if you don't want to use migrations, create + # the tables un-commenting the next lines + # from sqlmodel import SQLModel + + # This works because the models are already imported and registered from app.models + # SQLModel.metadata.create_all(engine) + + pass \ No newline at end of file diff --git a/backend/app/core/enum.py b/backend/app/core/enum.py new file mode 100644 index 0000000..475381d --- /dev/null +++ b/backend/app/core/enum.py @@ -0,0 +1,13 @@ +from enum import Enum + +class SlurSeverity(Enum): + Low = "low" + Medium = "medium" + High = "high" + All = "all" + +class BiasCategories(Enum): + Generic = "generic" + Healthcare = "healthcare" + Education = "education" + All = "all" \ No newline at end of file diff --git a/backend/app/core/exception_handlers.py b/backend/app/core/exception_handlers.py new file mode 100644 index 0000000..f6166b1 --- /dev/null +++ b/backend/app/core/exception_handlers.py @@ -0,0 +1,33 @@ +from fastapi import FastAPI, Request, HTTPException +from fastapi.exceptions import RequestValidationError +from fastapi.responses import JSONResponse +from starlette.status import ( + HTTP_422_UNPROCESSABLE_ENTITY, + HTTP_500_INTERNAL_SERVER_ERROR, +) + +from app.utils import APIResponse + +def register_exception_handlers(app: FastAPI): + @app.exception_handler(RequestValidationError) + async def validation_error_handler(request: Request, exc: RequestValidationError): + return JSONResponse( + status_code=HTTP_422_UNPROCESSABLE_ENTITY, + content=APIResponse.failure_response(exc.errors()).model_dump(), + ) + + @app.exception_handler(HTTPException) + async def http_exception_handler(request: Request, exc: HTTPException): + return JSONResponse( + status_code=exc.status_code, + content=APIResponse.failure_response(exc.detail).model_dump(), + ) + + @app.exception_handler(Exception) + async def generic_error_handler(request: Request, exc: Exception): + return JSONResponse( + status_code=HTTP_500_INTERNAL_SERVER_ERROR, + content=APIResponse.failure_response( + str(exc) or "An unexpected error occurred." + ).model_dump(), + ) diff --git a/backend/app/core/guardrail_controller.py b/backend/app/core/guardrail_controller.py new file mode 100644 index 0000000..a935636 --- /dev/null +++ b/backend/app/core/guardrail_controller.py @@ -0,0 +1,14 @@ +from typing import get_args + +from guardrails import Guard + +from app.models.guardrail_config import ValidatorConfigItem + +def build_guard(validator_items): + validators = [v_item.build() for v_item in validator_items] + return Guard().use_many(*validators) + +def get_validator_config_models(): + annotated_args = get_args(ValidatorConfigItem) + union_type = annotated_args[0] + return get_args(union_type) \ No newline at end of file diff --git a/backend/app/core/middleware.py b/backend/app/core/middleware.py new file mode 100644 index 0000000..90013f3 --- /dev/null +++ b/backend/app/core/middleware.py @@ -0,0 +1,23 @@ +import logging +import time + +from fastapi import Request, Response + +logger = logging.getLogger("http_request_logger") + + +async def http_request_logger(request: Request, call_next) -> Response: + start_time = time.time() + try: + response = await call_next(request) + except Exception as e: + logger.exception("Unhandled exception during request") + raise + + process_time = (time.time() - start_time) * 1000 # ms + client_ip = request.client.host if request.client else "unknown" + + logger.info( + f"{request.method} {request.url.path} - {response.status_code} [{process_time:.2f}ms]" + ) + return response diff --git a/backend/app/core/validators/gender_assumption_bias.py b/backend/app/core/validators/gender_assumption_bias.py new file mode 100644 index 0000000..b6d2299 --- /dev/null +++ b/backend/app/core/validators/gender_assumption_bias.py @@ -0,0 +1,83 @@ +import re +from typing import Callable, List, Optional + +import pandas +from guardrails import OnFailAction +from guardrails.validators import ( + FailResult, + PassResult, + register_validator, + ValidationResult, + Validator +) + +from app.core.config import Settings +from app.core.enum import BiasCategories + +@register_validator(name="gender-assumption-bias", data_type="string") +class GenderAssumptionBias(Validator): + """ + Validate text for the presence of gender assumption in LLM generated outputs. + """ + + def __init__( + self, + categories: Optional[List[BiasCategories]] = None, + on_fail: Optional[Callable] = OnFailAction.FIX + ): + self.categories = categories or [BiasCategories.All] + self.gender_bias_list = self.load_gender_bias_list(self.categories) + super().__init__(on_fail=on_fail) + + def _validate(self, value: str, metadata: dict = None) -> ValidationResult: + detected_biased_words = [] + bias_check = False + + for entry in self.gender_bias_list: + word = entry["word"] + neutral_term = entry["neutral-term"] + + pattern = rf"\b{re.escape(word)}\b" + + if re.search(pattern, value, flags=re.IGNORECASE): + detected_biased_words.append(word) + + value = re.sub(pattern, neutral_term, value, flags=re.IGNORECASE) + bias_check = True + + if bias_check: + return FailResult( + error_message=f"Detected gender assumption bias: {detected_biased_words}", + fix_value=value + ) + + return PassResult(value=value) + + def load_gender_bias_list(self, categories): + file_path = Settings.GENDER_BIAS_LIST_FILEPATH + neutral_term_col = 'neutral-term' + gender_bias_list = [] + + try: + df = pandas.read_csv(file_path) + except FileNotFoundError: + raise FileNotFoundError(f"Gender bias file not found at {file_path}") + except Exception as e: + raise ValueError(f"Failed to load gender bias list from {file_path}: {e}") + + df['word'] = df['word'].str.lower() + df[neutral_term_col] = df[neutral_term_col].str.lower() + + for category in categories: + if category == BiasCategories.All: + temp = df + else: + temp = df[df['type'] == category.value] + + rows = temp.to_dict(orient="records") + for row in rows: + gender_bias_list.append({ + "word": row["word"], + neutral_term_col: row[neutral_term_col] + }) + return gender_bias_list \ No newline at end of file diff --git a/backend/app/core/validators/lexical_slur.py b/backend/app/core/validators/lexical_slur.py new file mode 100644 index 0000000..e7b2191 --- /dev/null +++ b/backend/app/core/validators/lexical_slur.py @@ -0,0 +1,118 @@ +import re +import string +import unicodedata +from typing import Callable, Optional + +import emoji +import ftfy +import pandas +from guardrails import OnFailAction +from guardrails.validators import ( + FailResult, + PassResult, + register_validator, + ValidationResult, + Validator +) + +from app.core.config import Settings +from app.core.enum import SlurSeverity + +@register_validator(name="lexical-slur", data_type="string") +class LexicalSlur(Validator): + """ + Validate text for the presence of lexical slurs using a predefined list. + """ + + _SLUR_CACHE: dict = {} + + def __init__( + self, + severity: SlurSeverity = SlurSeverity.All, + languages: Optional[list] = None, + on_fail: Optional[Callable] = OnFailAction.FIX + ): + self.severity = severity + self.languages = languages or ["en", "hi"] + self.slur_list = self.load_slur_list() + super().__init__(on_fail=on_fail, search_words=self.slur_list) + + def _validate(self, value: str, metadata: dict = None) -> ValidationResult: + value = self.remove_emojis(value) + value = self.remove_nos(value) + value = self.clean_text(value) + words = value.split() + detected_slurs = [] + + for slur in self.slur_list: + if slur in words: + if slur not in detected_slurs: + detected_slurs.append(slur) + + if len(detected_slurs) > 0: + for word in words: + if word in detected_slurs: + value = re.sub(rf'\b{re.escape(word)}\b', "[REDACTED_SLUR]", value, flags=re.IGNORECASE) + + if len(detected_slurs) > 0: + return FailResult( + error_message=f"Mentioned toxic words: {', '.join(detected_slurs)}", + fix_value=value + ) + + return PassResult(value=value) + + def normalize_text(self, text): + # Fix mojibake, weird encodings, etc. + text = ftfy.fix_text(text) + # Normalize to NFKC form — converts fancy fonts to plain + text = unicodedata.normalize("NFKC", text) + return text + + def remove_emojis(self, text): + return emoji.replace_emoji(text, replace='') + + def clean_text(self, text): + text = self.normalize_text(text) + translator = str.maketrans('', '', string.punctuation) + clean_text = text.translate(translator).lower() + clean_text = re.sub(r'\s+', ' ', clean_text).strip() + return clean_text + + def remove_nos(self, text): + text = re.sub(r'\d+', '', text) + return text + + def load_slur_list(self): + cache_key = self.severity.value if hasattr(self.severity, "value") else str(self.severity) + + if cache_key in self._SLUR_CACHE: + return self._SLUR_CACHE[cache_key] + + file_path = Settings.SLUR_LIST_FILEPATH + + try: + df = pandas.read_csv(file_path) + except FileNotFoundError: + raise FileNotFoundError(f"Slur list file not found at {file_path}") + except Exception as e: + raise ValueError(f"Failed to load slur list from {file_path}: {e}") + + required_columns = ['label', 'severity'] + missing_columns = [col for col in required_columns if col not in df.columns] + if missing_columns: + raise ValueError(f"Slur list CSV missing required columns: {missing_columns}") + + df['label'] = df['label'].str.lower() + + if self.severity == SlurSeverity.Low: + slurs = df[df['severity'].isin(['L', 'M', 'H'])]['label'].tolist() + elif self.severity == SlurSeverity.Medium: + slurs = df[df['severity'].isin(['M', 'H'])]['label'].tolist() + elif self.severity == SlurSeverity.High: + slurs = df[df['severity'] == 'H']['label'].tolist() + else: + slurs = df['label'].tolist() + + self._SLUR_CACHE[cache_key] = slurs + return slurs \ No newline at end of file diff --git a/backend/app/core/validators/pii_remover.py b/backend/app/core/validators/pii_remover.py new file mode 100644 index 0000000..1a37eb0 --- /dev/null +++ b/backend/app/core/validators/pii_remover.py @@ -0,0 +1,95 @@ +from __future__ import annotations +import os +from typing import Callable, Optional + +from guardrails import OnFailAction +from guardrails.validators import ( + FailResult, + PassResult, + register_validator, + ValidationResult, + Validator, +) +from presidio_analyzer import AnalyzerEngine +from presidio_anonymizer import AnonymizerEngine +from presidio_analyzer.predefined_recognizers.country_specific.india.in_aadhaar_recognizer import InAadhaarRecognizer +from presidio_analyzer.predefined_recognizers.country_specific.india.in_pan_recognizer import InPanRecognizer +from presidio_analyzer.predefined_recognizers.country_specific.india.in_passport_recognizer import InPassportRecognizer +from presidio_analyzer.predefined_recognizers.country_specific.india.in_vehicle_registration_recognizer import InVehicleRegistrationRecognizer +from presidio_analyzer.predefined_recognizers.country_specific.india.in_voter_recognizer import InVoterRecognizer + +ALL_ENTITY_TYPES = [ + "CREDIT_CARD", + "EMAIL_ADDRESS", + "IBAN_CODE", + "IP_ADDRESS", + "LOCATION", + "MEDICAL_LICENSE", + "NRP", + "PERSON", + "PHONE_NUMBER", + "URL", + "IN_AADHAAR", + "IN_PAN", + "IN_PASSPORT", + "IN_VEHICLE_REGISTRATION", + "IN_VOTER" +] + +@register_validator(name="pii-remover", data_type="string") +class PIIRemover(Validator): + """ + Anonymize sensitive data in the text using NLP (English only) and predefined regex patterns. + Anonymizes detected entities with placeholders like [REDACTED_PERSON_1] and stores the real values in a Vault. + Deanonymizer can be used to replace the placeholders back to their original values. + """ + + def __init__( + self, + entity_types=None, + threshold=0.5, + on_fail: Optional[Callable] = OnFailAction.FIX + ): + super().__init__(on_fail=on_fail) + + self.entity_types = entity_types or ALL_ENTITY_TYPES + self.threshold = threshold + self.on_fail = on_fail + os.environ["TOKENIZERS_PARALLELISM"] = "false" # Disables huggingface/tokenizers warning + + self.analyzer = AnalyzerEngine() + + if "IN_AADHAAR" in self.entity_types: + self.analyzer.registry.add_recognizer( + InAadhaarRecognizer() + ) + if "IN_PAN" in self.entity_types: + self.analyzer.registry.add_recognizer( + InPanRecognizer() + ) + if "IN_PASSPORT" in self.entity_types: + self.analyzer.registry.add_recognizer( + InPassportRecognizer() + ) + if "IN_VEHICLE_REGISTRATION" in self.entity_types: + self.analyzer.registry.add_recognizer( + InVehicleRegistrationRecognizer() + ) + if "IN_VOTER" in self.entity_types: + self.analyzer.registry.add_recognizer( + InVoterRecognizer() + ) + self.anonymizer = AnonymizerEngine() + + def _validate(self, value: str, metadata: dict = None) -> ValidationResult: + text = value + results = self.analyzer.analyze(text=text, entities=self.entity_types, language="en") + anonymized = self.anonymizer.anonymize(text=text, analyzer_results=results) + anonymized_text = anonymized.text + + if anonymized_text != text: + return FailResult( + error_message="PII detected in the text.", + fix_value=anonymized_text + ) + return PassResult(value=text) \ No newline at end of file diff --git a/backend/app/core/validators/utils/files/curated_slurlist_hi_en.csv b/backend/app/core/validators/utils/files/curated_slurlist_hi_en.csv new file mode 100644 index 0000000..6ad2513 --- /dev/null +++ b/backend/app/core/validators/utils/files/curated_slurlist_hi_en.csv @@ -0,0 +1,425 @@ +id,label,severity +1522,Kutta,L +1547,हिजरा,M +1575,kanjar,H +1579,chakki,H +9,hag,L +10,Chapris,H +11,bhenchod,M +91,chakka,M +101,chakki,M +111,Lulli,M +121,kutiya,L +131,chod,M +141,bhosad,M +151,choo$iya,M +161,<3da,M +171,ola hi uber hai,M +191,pichwada,L +201,Tawaif,M +211,Mulliya,M +231,behuda aurat,L +241,choot ke baal,L +251,mutth,L +261,Aurat card,L +271,gaand phadna,L +281,Presstitutes,M +291,Dynast Sycophants,L +321,Ferrorists,M +331,homo,L +341,muttah,L +351,redlight,L +371,mothafuckings,L +381,nastyslut,M +391,रंडीखाना,M +401,साली,L +411,छुतीये,M +421,बलात्कार,H +461,भीमटा,M +471,झूठी औरत,M +481,मुँह मैं ले,M +491,देहातन,M +581,street-shitter,M +591,sandniggers,M +601,#कुतिया,M +711,bhangi,H +721,fcking cnt,M +92,jihidis,M +102,chaka,M +122,kutti,L +132,chodu bhagat,L +142,bhosdiwale,L +152,chutiye,M +162,Lavde,M +172,balatkar,H +182,suar ki aulad,M +212,Uncut,M +222,bail budhi,L +232,chalu aurat,H +242,madarjaat,M +252,najayaz paidaish,L +262,kali kalutti,M +272,chewtypa,M +282,libtard,L +292,Deshdrohi Chinese,H +302,scumbags,L +312,Bitch,M +322,Cunt,M +332,hoe,L +342,scag,L +362,pu55i,M +372,motherfuck,M +382,nastywhore,H +392,रण्डी रोना,H +402,चो#,M +412,चूतिये,M +422,बदसूरत,L +462,भीमटी,H +472,मर क्यों नहीं जाती,H +482,मूत,L +492,देहाती औरत,H +562,#thevdiyaa,M +582,libcucks,L +592,Bobs,M +722,lunatic,M +752,ma ki chut,H +93,jihadis,M +123,Chudail,M +133,chudai,M +143,maa ka bhosra,M +153,chutiya,M +163,Gandu,M +183,doghli,L +193,bai,M +203,Skirt waali bai,M +213,chatukar,L +223,Budhdhi,L +233,jhuti aurat,M +243,bhadva,M +253,najayaz aulaad,L +263,Kale tawe,M +273,atrocuty_act,M +283,bimbo,L +293,Pak agents,H +323,Slut,H +333,motherfucker,M +343,gender nigger,H +353,piss,L +363,pu55y,M +373,motherfucked,M +383,nastybitch,M +393,लुल्ली,L +403,चुदाई,M +413,चूत,M +423,मुजरा,M +433,पनौती,M +443,गंदी नाली,L +453,आतंकवादी,H +463,बैल बुद्धि,L +473,नल्ली,L +483,नाजायज़,L +573,loosu,L +583,contempt,L +593,ragheads,M +713,bhikmange,M +723,illiterate,L +753,GFPD,L +94,jihadi,H +104,Randi,H +114,Halwa,L +124,Badchalan,L +134,chooda,M +144,Lodu,L +154,Chut,M +164,Rakhail,H +174,Mujra,M +184,Panauti,L +194,kaam wali bai,M +204,Dhimmi hood,H +214,Bahan Ke loudi,H +224,हलाला,M +234,Kaali aurat,H +244,bhadvi,H +254,Gutter ki paidaish,M +264,naali saaf kar,H +274,RandiKutiya,H +284,slims,H +294,Chinese Corona,H +304,anti national tukde,H +314,sekoolar,M +324,pussy,M +334,sisterfucker,M +344,assfucker,H +354,pimp,M +364,mothafuck,M +374,motherfuckin,M +384,nastyho,M +394,गांड,M +404,मा के भोसड़े,H +414,लौड़ा,M +424,जाहिल औरत,H +434,हरामी,L +444,हगना,L +464,भद्दी औरत,H +474,भूतनी के,L +484,कटा लुंड,M +494,हबशी,H +574,fuck,L +594,diaper-heads,H +714,KLPD,L +724,Insanity,L +744,Betichod,M +85,ma ki chui,M +95,Jihidis,H +105,ramdi,H +125,Battameez,L +135,chuda,M +145,bhenchod,M +155,hutiye,M +165,librandu,M +175,mujra,M +185,panooti,M +195,pair ki jutti,M +205,Dhimmihood,H +215,Kachra,M +225,bhadi aurat,H +235,Kaali bhaand,H +245,bhandve,M +255,kata Lund,H +265,moti bhains,M +275,sulli,M +295,Chinks,H +305,pheminist,M +315,sickular,M +325,ugly,L +335,bastard,L +345,boobs,L +355,poop,L +365,mothafucka,M +375,motherfucking,M +385,जिहादी,H +395,गा#,M +405,भोस्डीके,M +415,लौड़े,M +425,औरत-ए-जाहिल,H +435,गधी,M +445,सुल्ली,M +455,चाटुकार,M +465,भांड औरत,H +475,चूत के बाल,M +485,काला टेंट,H +495,ओला हु उबर,H +575,cunt,H +585,Chhipkali ke jhaat ke pasine,M +595,vagana,L +715,Kala,L +725,camelfuckers,H +745,Chappri,H +86,naachne waali,M +96,Jihadis,H +106,Randie,H +116,Gaandu,M +126,kulta,H +136,Bhdsk,M +146,Madarchod,M +156,chutie,M +166,chal phut,L +176,jaahil aurat,H +186,harami,M +196,naali,M +206,izzlam,M +216,Chuslim,H +226,bhanndh aurat,H +236,marr kyun nahi jaati,H +246,chuchi,M +256,kala tent,H +286,faggot,M +296,chinky,H +316,sc0undrel,M +326,stupid,M +336,b@st@rd,M +346,boobies,L +356,pube,M +366,mothafuckaz,M +376,motherfuckings,M +386,छक्का,H +396,कुतिया,M +406,भोछडी वाला,H +416,चरित्रहीन,L +426,भोसड़ीwala,H +436,बुरखा धत्त,H +446,हिज़रापंती,M +456,बहन की लोड़ी,H +466,भाड़े का टट्टू,M +476,मादरजात,M +486,जूता खायेगी,H +576,मदरचोद,M +586,cow-piss drinker,M +716,mad,L +726,r*tarded,H +746,nigga,H +97,zehadi,H +107,randya,H +117,Gaand,M +127,haramjadi,M +147,Maderchod,M +157,chutia,M +167,nangi poongi,L +187,gadhi,L +197,hagna,L +207,gaddar,M +217,chuslami,H +227,bhadi ka tattu,M +237,nalli,M +247,tatti,L +257,joota khayegi,H +267,Pataka,L +277,ola u uber,M +287,Sissy,M +297,Feminazi,M +307,Muzlim,M +317,R@pe,H +367,mothafucked,M +397,कुत्ती,M +407,लोड़ू,M +417,लिब्राण्डू,M +427,चंडाल चौकड़ी,H +447,तवाइफ़,M +457,चुस्लिम,H +467,दो कौड़ी की औरत,M +477,भड़वा,M +487,बुरखे वाली,M +577,maa ki chut,H +597,wh@re child,H +717,paki,M +727,साला,L +747,हिजड़ा,M +98,jehadan,M +108,randikhana,M +118,Gandiaal,M +128,dyan,M +138,Bhosi ke,M +148,mcp,M +158,chut ke dhakkan,M +168,pagal aurat,M +178,hilana,L +188,रनडwa,H +198,tukde tukde gang,L +208,chamcha,L +218,Chusalmans,H +228,2 Kaudi ki aurat,M +238,dimaag se paidal,H +248,maa ka boba chusu,M +258,burkhe waali,M +268,choodiyan pehen lo,L +278,lovejihad,L +288,whore,H +298,R@ndi,H +308,Buzlim,H +318,R@p3,H +328,crazy,L +358,retarded,H +368,mothafucker,M +388,रंडी,H +398,बत्तमीज़,L +408,बहन चोद,M +418,नंगी पुंगी,L +438,कलमुंही,M +458,चुस्लामि,H +468,घटिया औरत,H +488,काली कलूटी,M +578,Chhakka,M +588,🅱️errorist,H +598,niggers,H +708,#kutiya,M +718,paxtani,M +728,भैनचोद (bhen-chod),M +99,jihadinon,H +109,r&d-khana,H +119,Dheela Lun@,M +129,saali,L +139,bsdk,M +149,mc,M +159,chut marli,M +199,Sulli,M +209,chamchi,L +229,Gatiya,L +239,bhootni,L +279,dull-it,H +289,chrislamocommies,M +299,halala,M +309,Izzlam,H +319,Characterless woman,L +369,mothafuckin,M +389,रण्डी,H +409,मादरचोद,M +419,पागल औरत,M +429,सूअर,M +439,पिछवाड़ा,L +459,चुसल्मान,H +469,बेहूदा औरत,H +479,टट्टी,L +489,काले तवे,M +579,chhodi,M +749,भंगी,H +100,Chakko,M +110,randi ke beej,H +120,lodu,M +130,sali,L +140,bhonsdi ke,M +160,chutan,M +170,bazari aurat,H +190,kalmuhi,M +200,नाचने वाली,L +210,aatankwadi,H +220,Bhimta,H +230,Ghatiya aurat,H +240,bhootni ke,L +250,munh mein le,M +260,victim card,L +340,muslimette,M +360,sissy,L +370,mothafucking,M +390,रांड,M +400,हरामजादी,M +420,बाज़ारू औरत,M +430,सूअर की औलाद,M +440,काम वाली बाई,M +450,गद्दार,H +470,चालू औरत,M +480,गटर पैदाइश,M +490,मोटी भैंस,M +580,#chutiya,M +710,chappri,H +1520,kamina,M +1216,maa ki chut,M +1521,chappri,H +1537,Jih@@di,H +1582,Pisslam,M +1605,GB Road,M +1610,bklodi,L +1619,Cornstar,L +1620,mdrchd,M +1238,ramdi,H +1554,Randi,H +1259,bhosad,M +1269,hutiye,M +1598,Chinki,H +1233,Chakko,M +1253,saali,L +1263,Maderchod,M +1535,Quota wala,L +1615,Ambedkar ki Raand,H +1621,Chinar,M +1235,chaka,M +1572,kameena,M +1607,xutiya,M +1616,6kka,M +1543,f-rands,M +1297,Bahan Ke loudi,H +1427,hutiye,M +1573,ghaati,L +1597,bape,H +1599,Niqqa,H +1618,chutad,L +,Scumreds,M \ No newline at end of file diff --git a/backend/app/core/validators/utils/files/gender_assumption_bias_words.csv b/backend/app/core/validators/utils/files/gender_assumption_bias_words.csv new file mode 100644 index 0000000..60f5317 --- /dev/null +++ b/backend/app/core/validators/utils/files/gender_assumption_bias_words.csv @@ -0,0 +1,73 @@ +word,neutral-term,type +he,they,generic +she,they,generic +him,them,generic +her,them,generic +his,their,generic +hers,their,generic +वह,वे,generic +वो,वे,generic +उसे,उन्हें,generic +उसका,उनका,generic +उसकी,उनकी,generic +woh,woh,generic +uska,unka,generic +uski,unki,generic +policeman,police officer,profession +policewoman,police officer,profession +fireman,firefighter,profession +firewoman,firefighter,profession +salesman,sales representative,profession +saleswoman,sales representative,profession +chairman,chairperson,profession +spokesman,spokesperson,profession +spokeswoman,spokesperson,profession +waiter,server,profession +waitress,server,profession +पुलिसवाला,पुलिस अधिकारी,profession +पुलिसवाली,पुलिस अधिकारी,profession +फायरमैन,दमकलकर्मी,profession +सेल्समैन,विक्रय प्रतिनिधि,profession +दुकानदारनी,दुकानदार,profession +policewala,police officer,profession +policewali,police officer,profession +salesman,sales rep,profession +dukandaarni,shopkeeper,profession +headmaster,principal,education +headmistress,principal,education +schoolboy,student,education +schoolgirl,student,education +alumnus,alum,education +alumna,alum,education +शिक्षक,अध्यापक,education +शिक्षिका,अध्यापक,education +छात्र,विद्यार्थी,education +छात्रा,विद्यार्थी,education +shikshak,adhyapak,education +shikshika,adhyapak,education +ladka,vidyarthi,education +ladki,vidyarthi,education +ladka,yuva,generic +ladki,yuva,generic +ladka,baccha,healthcare +ladki,baccha,healthcare +लड़का,युवा,generic +लड़की,युवा,generic +midwife,birth attendant,healthcare +receptionist,front desk staff,healthcare +attendant,attendant,healthcare +दाई,प्रसव सहायक,healthcare +परिचर,परिचारक,healthcare +परिचारिका,परिचारक,healthcare +daai,birth attendant,healthcare +parichar,attendant,healthcare +paricharika,attendant,healthcare +beta,baccha,healthcare +bete,bacche,healthcare +beti,baccha,healthcare +बोला,कहा,generic +बोली,कहा,generic +गया,गए,generic +गई,गए,generic +आया,आए,generic +आई,आए,generic \ No newline at end of file diff --git a/backend/app/core/validators/validators.json b/backend/app/core/validators/validators.json new file mode 100644 index 0000000..bb7d66d --- /dev/null +++ b/backend/app/core/validators/validators.json @@ -0,0 +1,24 @@ +{ + "validators": [ + { + "type": "uli_slur_match", + "version": "0.1.0", + "source": "local" + }, + { + "type": "pii_remover", + "version": "0.1.0", + "source": "local" + }, + { + "type": "gender_assumption_bias", + "version": "0.1.0", + "source": "local" + }, + { + "type": "ban_list", + "version": "0.1.0", + "source": "hub://guardrails/ban_list" + } + ] +} \ No newline at end of file diff --git a/backend/app/crud/__init__.py b/backend/app/crud/__init__.py new file mode 100644 index 0000000..c955a67 --- /dev/null +++ b/backend/app/crud/__init__.py @@ -0,0 +1 @@ +from app.crud.request_log import RequestLogCrud \ No newline at end of file diff --git a/backend/app/crud/request_log.py b/backend/app/crud/request_log.py new file mode 100644 index 0000000..608746f --- /dev/null +++ b/backend/app/crud/request_log.py @@ -0,0 +1,40 @@ +from uuid import UUID, uuid4 + +from sqlmodel import Session + +from app.models.request import RequestLog, RequestLogUpdate, RequestStatus +from app.utils import now + +class RequestLogCrud: + def __init__(self, session: Session): + self.session = session + + def create(self, request_id: UUID, input_text: str) -> RequestLog: + create_request_log = RequestLog( + request_id=request_id, + request_text=input_text, + ) + self.session.add(create_request_log) + self.session.commit() + self.session.refresh(create_request_log) + return create_request_log + + def update(self, request_log_id: UUID, request_status: RequestStatus, request_log_update: RequestLogUpdate): + request_log = self.session.get(RequestLog, request_log_id) + if not request_log: + raise ValueError(f"Request Log not found for id {request_log_id}") + + update_data = request_log_update.model_dump(exclude_unset=True) + for field, value in update_data.items(): + setattr(request_log, field, value) + + request_log.updated_at = now() + request_log.status = request_status + self.session.add(request_log) + self.session.commit() + self.session.refresh(request_log) + + return request_log + + def get(self, request_log_id: UUID) -> RequestLog | None: + return self.session.get(RequestLog, request_log_id) \ No newline at end of file diff --git a/backend/app/initial_data.py b/backend/app/initial_data.py new file mode 100644 index 0000000..d806c3d --- /dev/null +++ b/backend/app/initial_data.py @@ -0,0 +1,23 @@ +import logging + +from sqlmodel import Session + +from app.core.db import engine, init_db + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + + +def init() -> None: + with Session(engine) as session: + init_db(session) + + +def main() -> None: + logger.info("Creating initial data") + init() + logger.info("Initial data created") + + +if __name__ == "__main__": + main() diff --git a/backend/app/load_env.py b/backend/app/load_env.py new file mode 100644 index 0000000..f465b23 --- /dev/null +++ b/backend/app/load_env.py @@ -0,0 +1,13 @@ +import os +from dotenv import load_dotenv + + +def load_environment(): + env = os.getenv("ENVIRONMENT", "development") + + # Use the same path as config.py expects (one level above backend/) + env_file = "../.env" + if env == "testing": + env_file = "../.env.test" + + load_dotenv(env_file) diff --git a/backend/app/main.py b/backend/app/main.py new file mode 100644 index 0000000..7ceca2c --- /dev/null +++ b/backend/app/main.py @@ -0,0 +1,33 @@ +from asgi_correlation_id.middleware import CorrelationIdMiddleware +import sentry_sdk +from fastapi import FastAPI +from fastapi.routing import APIRoute + +from app.api.main import api_router +from app.core.config import settings +from app.core.exception_handlers import register_exception_handlers +from app.core.middleware import http_request_logger +from app.load_env import load_environment + +# Load environment variables +load_environment() + +def custom_generate_unique_id(route: APIRoute) -> str: + tag = route.tags[0] if route.tags else "default" + return f"{tag}-{route.name}" + +if settings.SENTRY_DSN and settings.ENVIRONMENT != "local": + sentry_sdk.init(dsn=str(settings.SENTRY_DSN), enable_tracing=True) + +app = FastAPI( + title=settings.PROJECT_NAME, + openapi_url=f"{settings.API_V1_STR}/openapi.json", + generate_unique_id_function=custom_generate_unique_id, +) + +app.middleware("http")(http_request_logger) +app.add_middleware(CorrelationIdMiddleware) + +app.include_router(api_router, prefix=settings.API_V1_STR) + +register_exception_handlers(app) diff --git a/backend/app/models/__init__.py b/backend/app/models/__init__.py new file mode 100644 index 0000000..a5fee58 --- /dev/null +++ b/backend/app/models/__init__.py @@ -0,0 +1,4 @@ +from sqlmodel import SQLModel + +from app.models.request import RequestLog +from app.models.validator_log import ValidatorLog \ No newline at end of file diff --git a/backend/app/models/ban_list_safety_validator_config.py b/backend/app/models/ban_list_safety_validator_config.py new file mode 100644 index 0000000..4a853f0 --- /dev/null +++ b/backend/app/models/ban_list_safety_validator_config.py @@ -0,0 +1,15 @@ +from typing import List, Literal + +from guardrails.hub import BanList + +from app.models.base_validator_config import BaseValidatorConfig + +class BanListSafetyValidatorConfig(BaseValidatorConfig): + type: Literal["ban_list"] + banned_words: List[str] #list of banned words to be redacted + + def build(self): + return BanList( + banned_words=self.banned_words, + on_fail=self.resolve_on_fail(), + ) \ No newline at end of file diff --git a/backend/app/models/base_validator_config.py b/backend/app/models/base_validator_config.py new file mode 100644 index 0000000..50f28e9 --- /dev/null +++ b/backend/app/models/base_validator_config.py @@ -0,0 +1,28 @@ +from typing import Any, Literal, Optional + +from guardrails import OnFailAction +from sqlmodel import SQLModel + +ON_FAIL_STR = Literal["exception", "fix", "noop", "reask"] + +class BaseValidatorConfig(SQLModel): + on_fail: Optional[ON_FAIL_STR] = OnFailAction.FIX + + model_config = {"arbitrary_types_allowed": True} + + def resolve_on_fail(self): + if self.on_fail is None: + return None + + try: + return OnFailAction[self.on_fail.upper()] + except KeyError: + raise ValueError( + f"Invalid on_fail value: {self.on_fail}. " + "Expected one of: exception, fix, noop, reask" + ) + + def build(self) -> Any: + raise NotImplementedError( + f"{self.__class__.__name__} must implement build()" + ) \ No newline at end of file diff --git a/backend/app/models/gender_assumption_bias_safety_validator_config.py b/backend/app/models/gender_assumption_bias_safety_validator_config.py new file mode 100644 index 0000000..116c281 --- /dev/null +++ b/backend/app/models/gender_assumption_bias_safety_validator_config.py @@ -0,0 +1,15 @@ +from typing import List, Literal, Optional + +from app.models.base_validator_config import BaseValidatorConfig +from app.core.enum import BiasCategories +from app.core.validators.gender_assumption_bias import GenderAssumptionBias + +class GenderAssumptionBiasSafetyValidatorConfig(BaseValidatorConfig): + type: Literal["gender_assumption_bias"] + categories: Optional[List[BiasCategories]] = [BiasCategories.All] # preferred category (based on sector) + + def build(self): + return GenderAssumptionBias( + categories=self.categories, + on_fail=self.resolve_on_fail(), + ) diff --git a/backend/app/models/guardrail_config.py b/backend/app/models/guardrail_config.py new file mode 100644 index 0000000..a7a31c7 --- /dev/null +++ b/backend/app/models/guardrail_config.py @@ -0,0 +1,31 @@ +from typing import List, Union, Annotated + +from sqlmodel import Field, SQLModel + +# todo this could be improved by having some auto-discovery mechanism inside +# validators. We'll not have to list every new validator like this. +from app.models.ban_list_safety_validator_config import BanListSafetyValidatorConfig +from app.models.gender_assumption_bias_safety_validator_config import GenderAssumptionBiasSafetyValidatorConfig +from app.models.lexical_slur_safety_validator_config import LexicalSlurSafetyValidatorConfig +from app.models.pii_remover_safety_validator_config import PIIRemoverSafetyValidatorConfig + +ValidatorConfigItem = Annotated[ + # future validators will come here + Union[ + BanListSafetyValidatorConfig, + GenderAssumptionBiasSafetyValidatorConfig, + LexicalSlurSafetyValidatorConfig, + PIIRemoverSafetyValidatorConfig + ], + Field(discriminator="type") +] + +class GuardrailInputRequest(SQLModel): + request_id: str + input: str + validators: List[ValidatorConfigItem] + +class GuardrailOutputRequest(SQLModel): + request_id: str + output: str + validators: List[ValidatorConfigItem] \ No newline at end of file diff --git a/backend/app/models/lexical_slur_safety_validator_config.py b/backend/app/models/lexical_slur_safety_validator_config.py new file mode 100644 index 0000000..6378182 --- /dev/null +++ b/backend/app/models/lexical_slur_safety_validator_config.py @@ -0,0 +1,17 @@ +from typing import List, Literal + +from app.core.enum import SlurSeverity +from app.core.validators.lexical_slur import LexicalSlur +from app.models.base_validator_config import BaseValidatorConfig + +class LexicalSlurSafetyValidatorConfig(BaseValidatorConfig): + type: Literal["uli_slur_match"] + languages: List[str] = ["en", "hi"] # list of languages to check slurs in + severity: Literal["low", "medium", "high", "all"] = "all" # severity level of slurs to check + + def build(self): + return LexicalSlur( + languages=self.languages, + severity=SlurSeverity(self.severity), + on_fail=self.resolve_on_fail(), + ) diff --git a/backend/app/models/pii_remover_safety_validator_config.py b/backend/app/models/pii_remover_safety_validator_config.py new file mode 100644 index 0000000..d8d3a18 --- /dev/null +++ b/backend/app/models/pii_remover_safety_validator_config.py @@ -0,0 +1,17 @@ +from __future__ import annotations +from typing import List, Literal, Optional + +from app.models.base_validator_config import BaseValidatorConfig +from app.core.validators.pii_remover import PIIRemover + +class PIIRemoverSafetyValidatorConfig(BaseValidatorConfig): + type: Literal["pii_remover"] + entity_types: Optional[List[str]] = None # list of PII entity types to remove + threshold: float = 0.5 # confidence threshold for PII detection + + def build(self): + return PIIRemover( + entity_types=self.entity_types, + threshold=self.threshold, + on_fail=self.resolve_on_fail(), + ) diff --git a/backend/app/models/request.py b/backend/app/models/request.py new file mode 100644 index 0000000..a2b47e9 --- /dev/null +++ b/backend/app/models/request.py @@ -0,0 +1,31 @@ +from datetime import datetime +from enum import Enum +from typing import Optional +from uuid import UUID, uuid4 + +from sqlmodel import SQLModel, Field + +from app.utils import now + +class RequestStatus(str, Enum): + PROCESSING = "processing" + SUCCESS = "success" + ERROR = "error" + WARNING = "warning" + + +class RequestLog(SQLModel, table=True): + __tablename__ = "request_log" + id: UUID = Field(default_factory=uuid4, primary_key=True) + request_id: UUID = Field(nullable=False) + response_id: Optional[UUID] = Field(default=None, nullable=True) + status: RequestStatus = Field(default=RequestStatus.PROCESSING) + request_text: str = Field(nullable=False) + response_text: Optional[str] = Field(default=None, nullable=True) + inserted_at: datetime = Field(default_factory=now, nullable=False) + updated_at: datetime = Field(default_factory=now, nullable=False) + + +class RequestLogUpdate(SQLModel): + response_text: str + response_id: UUID \ No newline at end of file diff --git a/backend/app/models/validator_log.py b/backend/app/models/validator_log.py new file mode 100644 index 0000000..060792c --- /dev/null +++ b/backend/app/models/validator_log.py @@ -0,0 +1,16 @@ +from datetime import datetime +from uuid import UUID, uuid4 + +from sqlmodel import SQLModel, Field + +from app.utils import now + +class ValidatorLog(SQLModel, table=True): + __tablename__ = "validator_log" + id: UUID = Field(default_factory=uuid4, primary_key=True) + request_id: UUID = Field(foreign_key="request_log.id", nullable=False) + input: str + output: str + error: str + inserted_at: datetime = Field(default_factory=now, nullable=False) + updated_at: datetime = Field(default_factory=now, nullable=False) diff --git a/backend/app/tests/__init__.py b/backend/app/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/app/tests/conftest.py b/backend/app/tests/conftest.py new file mode 100644 index 0000000..906f3b0 --- /dev/null +++ b/backend/app/tests/conftest.py @@ -0,0 +1,52 @@ +import os +from unittest.mock import MagicMock +# Set environment before importing ANYTHING else +os.environ["ENVIRONMENT"] = "testing" + +import pytest +from fastapi.testclient import TestClient + +from app.api.deps import SessionDep, verify_bearer_token +from app.api.routes import guardrails +from app.main import app + +@pytest.fixture(scope="function", autouse=True) +def override_dependencies(): + """ + Override ALL external dependencies: + - Auth + - DB session + - RequestLogCrud + """ + + # ---- Auth override ---- + app.dependency_overrides[verify_bearer_token] = lambda: True + + # ---- DB session override ---- + mock_session = MagicMock() + app.dependency_overrides[SessionDep] = lambda: mock_session + + # ---- CRUD override ---- + mock_crud = MagicMock() + mock_crud.create.return_value = MagicMock(id=1) + mock_crud.update_success.return_value = None + mock_crud.update_error.return_value = None + + guardrails.RequestLogCrud = lambda session: mock_crud + + yield + + app.dependency_overrides.clear() + + +@pytest.fixture(scope="function") +def client(): + with TestClient(app) as c: + yield c + + +@pytest.fixture(scope="function") +def integration_client(): + # Same app, just semantic distinction + with TestClient(app) as c: + yield c diff --git a/backend/app/tests/guardrails_mocks.py b/backend/app/tests/guardrails_mocks.py new file mode 100644 index 0000000..a99abfa --- /dev/null +++ b/backend/app/tests/guardrails_mocks.py @@ -0,0 +1,8 @@ +class MockResult: + def __init__(self, validated_output=None, failures=None): + self.validated_output = validated_output + self.failures = failures + +class MockFailure: + def __init__(self, msg): + self.failure_message = msg \ No newline at end of file diff --git a/backend/app/tests/pytest.ini b/backend/app/tests/pytest.ini new file mode 100644 index 0000000..d280de0 --- /dev/null +++ b/backend/app/tests/pytest.ini @@ -0,0 +1,2 @@ +[pytest] +asyncio_mode = auto \ No newline at end of file diff --git a/backend/app/tests/test_build_guard.py b/backend/app/tests/test_build_guard.py new file mode 100644 index 0000000..9d2480b --- /dev/null +++ b/backend/app/tests/test_build_guard.py @@ -0,0 +1,71 @@ +import pytest +from unittest.mock import Mock, patch + +from app.core.guardrail_controller import build_guard + +def test_build_guard_with_validators(): + # mock validator instances returned by .build() + v1 = Mock(name="validator1") + v2 = Mock(name="validator2") + + # mock validator config objects + cfg1 = Mock() + cfg1.build.return_value = v1 + + cfg2 = Mock() + cfg2.build.return_value = v2 + + mock_guard = Mock() + + with patch( + "app.core.guardrail_controller.Guard", + return_value=mock_guard, + ) as GuardMock: + result = build_guard([cfg1, cfg2]) + + # .build() called on each config + cfg1.build.assert_called_once() + cfg2.build.assert_called_once() + + # Guard instantiated + GuardMock.assert_called_once() + + # use_many called with correct validators + mock_guard.use_many.assert_called_once_with(v1, v2) + + # return value is whatever Guard().use_many returns + assert result == mock_guard.use_many.return_value + +def test_build_guard_with_no_validators(): + mock_guard = Mock() + + with patch( + "app.core.guardrail_controller.Guard", + return_value=mock_guard, + ): + result = build_guard([]) + + mock_guard.use_many.assert_called_once_with() + assert result == mock_guard.use_many.return_value + +def test_build_guard_build_failure_propagates(): + cfg = Mock() + cfg.build.side_effect = RuntimeError("invalid config") + + with patch("app.core.guardrail_controller.Guard"): + with pytest.raises(RuntimeError, match="invalid config"): + build_guard([cfg]) + +def test_build_guard_use_many_failure(): + cfg = Mock() + cfg.build.return_value = Mock() + + mock_guard = Mock() + mock_guard.use_many.side_effect = RuntimeError("guard failure") + + with patch( + "app.core.guardrail_controller.Guard", + return_value=mock_guard, + ): + with pytest.raises(RuntimeError, match="guard failure"): + build_guard([cfg]) \ No newline at end of file diff --git a/backend/app/tests/test_guardrails_api.py b/backend/app/tests/test_guardrails_api.py new file mode 100644 index 0000000..045a95e --- /dev/null +++ b/backend/app/tests/test_guardrails_api.py @@ -0,0 +1,114 @@ +from unittest.mock import MagicMock, patch + +import pytest + +from app.tests.guardrails_mocks import MockFailure, MockResult + +build_guard_path = "app.api.routes.guardrails.build_guard" +crud_path = "app.api.routes.guardrails.RequestLogCrud" + +request_id = "123e4567-e89b-12d3-a456-426614174000" + + +@pytest.fixture +def mock_crud(): + with patch(crud_path) as mock: + instance = mock.return_value + instance.create.return_value = MagicMock(id=1) + yield instance + + +def test_routes_exist(client): + paths = {route.path for route in client.app.routes} + assert "/api/v1/guardrails/input/" in paths + assert "/api/v1/guardrails/output/" in paths + + +def test_input_guardrails_success(client, mock_crud): + class MockGuard: + def validate(self, data): + return MockResult(validated_output="clean text") + + with patch(build_guard_path, return_value=MockGuard()): + response = client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "hello world", + "validators": [], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is True + assert body["data"]["safe_input"] == "clean text" + assert "response_id" in body["data"] + + +def test_input_guardrails_validation_failure(client, mock_crud): + class MockGuard: + def validate(self, data): + return MockResult( + validated_output=None, + failures=[MockFailure("PII detected")], + ) + + with patch(build_guard_path, return_value=MockGuard()): + response = client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "my phone is 999999", + "validators": [], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is False + assert body["data"]["safe_input"] is None + assert body["error"] == "PII detected" + + +def test_output_guardrails_success(client, mock_crud): + class MockGuard: + def validate(self, data): + return MockResult(validated_output="safe output") + + with patch(build_guard_path, return_value=MockGuard()): + response = client.post( + "/api/v1/guardrails/output", + json={ + "request_id": request_id, + "output": "LLM output text", + "validators": [], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is True + assert body["data"]["safe_output"] == "safe output" + + +def test_guardrails_internal_error(client, mock_crud): + with patch(build_guard_path, side_effect=Exception("Invalid validator config")): + response = client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "text", + "validators": [], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is False + assert body["data"]["safe_input"] is None + assert "Invalid validator config" in body["error"] \ No newline at end of file diff --git a/backend/app/tests/test_guardrails_api_integration.py b/backend/app/tests/test_guardrails_api_integration.py new file mode 100644 index 0000000..8ba0ad2 --- /dev/null +++ b/backend/app/tests/test_guardrails_api_integration.py @@ -0,0 +1,172 @@ +import pytest + +pytestmark = pytest.mark.integration + +request_id = "123e4567-e89b-12d3-a456-426614174000" + + +def test_input_guardrails_with_real_banlist(integration_client): + response = integration_client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "this contains badword", + "validators": [ + { + "type": "ban_list", + "banned_words": ["badword"], + } + ], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is True + assert body["data"]["safe_input"] == "this contains b" + + +def test_input_guardrails_passes_clean_text(integration_client): + response = integration_client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "this is clean", + "validators": [ + { + "type": "ban_list", + "banned_words": ["badword"], + } + ], + }, + ) + + assert response.status_code == 200 + body = response.json() + + assert body["success"] is True + assert body["data"]["safe_input"] == "this is clean" + + +def test_input_guardrails_with_lexical_slur(integration_client): + response = integration_client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "This sentence contains chakki.", + "validators": [ + { + "type": "uli_slur_match", + "severity": "all", + } + ], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is True + assert body["data"]["safe_input"] == "this sentence contains [REDACTED_SLUR]" + + +def test_input_guardrails_with_lexical_slur_clean_text(integration_client): + response = integration_client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "This is a completely safe sentence", + "validators": [ + { + "type": "uli_slur_match", + "severity": "all", + } + ], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is True + assert body["data"]["safe_input"] == "This is a completely safe sentence" + + +def test_input_guardrails_with_multiple_validators(integration_client): + response = integration_client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": ( + "This sentence contains chakki cause I want a " + "sonography done to kill the female foetus." + ), + "validators": [ + { + "type": "uli_slur_match", + "severity": "all", + }, + { + "type": "ban_list", + "banned_words": ["sonography"], + }, + ], + }, + ) + + assert response.status_code == 200 + + body = response.json() + assert body["success"] is True + assert ( + body["data"]["safe_input"] + == "this sentence contains [REDACTED_SLUR] cause i want a s done to kill the female foetus" + ) + + +def test_input_guardrails_with_incorrect_validator_config(integration_client): + response = integration_client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "This sentence contains chakki.", + "validators": [ + { + "type": "lexical_slur", # invalid type + "severity": "all", + } + ], + }, + ) + + # Pydantic schema validation still returns 422 + assert response.status_code == 422 + + body = response.json() + assert body["success"] is False + assert "lexical_slur" in body["error"] + + +def test_input_guardrails_with_validator_actions_exception(integration_client): + response = integration_client.post( + "/api/v1/guardrails/input/", + json={ + "request_id": request_id, + "input": "This sentence contains chakki.", + "validators": [ + { + "type": "uli_slur_match", + "severity": "all", + "on_fail": "exception", + } + ], + }, + ) + + # Guardrails exception is caught → failure response + assert response.status_code == 200 + + body = response.json() + assert body["success"] is False + assert "chakki" in body["error"] \ No newline at end of file diff --git a/backend/app/tests/test_validate_with_guard.py b/backend/app/tests/test_validate_with_guard.py new file mode 100644 index 0000000..808b38f --- /dev/null +++ b/backend/app/tests/test_validate_with_guard.py @@ -0,0 +1,107 @@ +from unittest.mock import MagicMock, patch +from uuid import uuid4 + +import pytest + +from app.api.routes.guardrails import _validate_with_guard +from app.tests.guardrails_mocks import MockFailure, MockResult +from app.utils import APIResponse + + +mock_request_log_crud = MagicMock() +mock_request_log_id = uuid4() + + +@pytest.mark.asyncio +async def test_validate_with_guard_success(): + class MockGuard: + def validate(self, data): + return MockResult(validated_output="clean text") + + with patch( + "app.api.routes.guardrails.build_guard", + return_value=MockGuard(), + ): + response = await _validate_with_guard( + data="hello", + validators=[], + response_field="safe_input", + request_log_crud=mock_request_log_crud, + request_log_id=mock_request_log_id, + ) + + assert isinstance(response, APIResponse) + assert response.success is True + assert response.data["safe_input"] == "clean text" + assert "response_id" in response.data + + +@pytest.mark.asyncio +async def test_validate_with_guard_validation_error_with_failures(): + class MockGuard: + def validate(self, data): + return MockResult( + validated_output=None, + failures=[MockFailure("PII detected")], + ) + + with patch( + "app.api.routes.guardrails.build_guard", + return_value=MockGuard(), + ): + response = await _validate_with_guard( + data="bad text", + validators=[], + response_field="safe_input", + request_log_crud=mock_request_log_crud, + request_log_id=mock_request_log_id, + ) + + assert isinstance(response, APIResponse) + assert response.success is False + assert response.data["safe_input"] is None + assert response.error == "PII detected" + + +@pytest.mark.asyncio +async def test_validate_with_guard_validation_error_no_failures(): + class MockGuard: + def validate(self, data): + return MockResult(validated_output=None, failures=[]) + + with patch( + "app.api.routes.guardrails.build_guard", + return_value=MockGuard(), + ): + response = await _validate_with_guard( + data="bad text", + validators=[], + response_field="safe_output", + request_log_crud=mock_request_log_crud, + request_log_id=mock_request_log_id, + ) + + assert isinstance(response, APIResponse) + assert response.success is False + assert response.data["safe_output"] is None + assert response.error == "" + + +@pytest.mark.asyncio +async def test_validate_with_guard_exception(): + with patch( + "app.api.routes.guardrails.build_guard", + side_effect=Exception("Invalid config"), + ): + response = await _validate_with_guard( + data="text", + validators=[], + response_field="safe_input", + request_log_crud=mock_request_log_crud, + request_log_id=mock_request_log_id, + ) + + assert isinstance(response, APIResponse) + assert response.success is False + assert response.data["safe_input"] is None + assert response.error == "Invalid config" \ No newline at end of file diff --git a/backend/app/tests/validators/test_gender_assumption_bias.py b/backend/app/tests/validators/test_gender_assumption_bias.py new file mode 100644 index 0000000..1d112d0 --- /dev/null +++ b/backend/app/tests/validators/test_gender_assumption_bias.py @@ -0,0 +1,70 @@ +import pandas as pd +import pytest +from unittest.mock import patch + +from app.core.enum import BiasCategories +from app.core.validators.gender_assumption_bias import GenderAssumptionBias +from guardrails.validators import FailResult, PassResult + +@pytest.fixture +def mock_gender_bias_df(): + return pd.DataFrame([ + {"word": "he", "neutral-term": "they", "type": "pronoun"}, + {"word": "she", "neutral-term": "they", "type": "pronoun"}, + {"word": "policeman", "neutral-term": "police officer", "type": "generic"}, + ]) + +@pytest.fixture +def validator(mock_gender_bias_df): + with patch("pandas.read_csv", return_value=mock_gender_bias_df): + return GenderAssumptionBias(categories=[BiasCategories.All]) + +def test_pass_when_no_gender_bias_detected(validator): + result = validator._validate("This person is very kind.") + assert isinstance(result, PassResult) + +def test_fail_when_gender_bias_detected(validator): + result = validator._validate("He is a great engineer.") + assert isinstance(result, FailResult) + assert "he" in result.error_message.lower() + +def test_replaces_biased_word_with_neutral_term(validator): + result = validator._validate("He is a policeman.") + assert isinstance(result, FailResult) + assert result.fix_value == "they is a police officer." + +def test_case_insensitive_bias_detection(validator): + result = validator._validate("SHE is honest.") + assert isinstance(result, FailResult) + assert "she" in result.error_message.lower() + assert result.fix_value == "they is honest." + +def test_word_boundary_not_partial_match(validator): + result = validator._validate("The theme was good.") + assert isinstance(result, PassResult) + +def test_multiple_gender_biases_detected(validator): + result = validator._validate("He and she are working.") + assert isinstance(result, FailResult) + assert "he" in result.error_message.lower() + assert "she" in result.error_message.lower() + assert result.fix_value == "they and they are working." + +def test_category_filtering(mock_gender_bias_df): + with patch("pandas.read_csv", return_value=mock_gender_bias_df): + validator = GenderAssumptionBias(categories=[BiasCategories.Generic]) + + result = validator._validate("He is a policeman.") + # Only profession bias should apply + assert isinstance(result, FailResult) + assert result.fix_value == "He is a police officer." + +def test_missing_gender_bias_file_raises_error(): + with patch("pandas.read_csv", side_effect=FileNotFoundError): + with pytest.raises(FileNotFoundError): + GenderAssumptionBias(categories=[BiasCategories.All]) + +def test_csv_load_failure_raises_value_error(): + with patch("pandas.read_csv", side_effect=Exception("boom")): + with pytest.raises(ValueError): + GenderAssumptionBias(categories=[BiasCategories.All]) diff --git a/backend/app/tests/validators/test_lexical_slurs.py b/backend/app/tests/validators/test_lexical_slurs.py new file mode 100644 index 0000000..2016ac4 --- /dev/null +++ b/backend/app/tests/validators/test_lexical_slurs.py @@ -0,0 +1,138 @@ +import pandas as pd +import pytest + +from app.core.validators.lexical_slur import LexicalSlur, SlurSeverity +from app.core.config import Settings + +# --------------------------------------- +# Helper: Create temporary slur CSV +# --------------------------------------- +@pytest.fixture +def slur_csv(tmp_path): + df = pd.DataFrame({ + "label": ["badword", "mildslur", "highslur"], + "severity": ["L", "M", "H"], + "language": ["en", "en", "hi"], + }) + + file_path = tmp_path / Settings.SLUR_LIST_FILENAME + df.to_csv(file_path, index=False) + return file_path + + +# --------------------------------------- +# Helper: Monkeypatch the file loader +# --------------------------------------- +@pytest.fixture +def patch_slur_load(monkeypatch, slur_csv): + """Patch Path so lexicalslur loads from our temp CSV.""" + def fake_load_slur_list(self): + df = pd.read_csv(slur_csv) + df["label"] = df["label"].str.lower() + return df["label"].tolist() + monkeypatch.setattr(LexicalSlur, "load_slur_list", fake_load_slur_list) + + +# --------------------------------------- +# Base ValidatorItem builder +# --------------------------------------- +def build_validator(severity="all", languages=None): + sev = { + "low": SlurSeverity.Low, + "medium": SlurSeverity.Medium, + "high": SlurSeverity.High, + "all": SlurSeverity.All + }[severity] + + return LexicalSlur( + severity=sev, + languages=languages or ["en", "hi"] + ) + +# --------------------------------------- +# TESTS +# --------------------------------------- + +def test_passes_when_no_slur(patch_slur_load): + validator = build_validator() + result = validator._validate("hello world, everything is fine.") + assert result.outcome == "pass" + + +def test_fails_when_slur_detected(patch_slur_load): + validator = build_validator() + result = validator._validate("You are a badword!") + assert result.outcome == "fail" + assert "badword" in result.error_message + + +def test_emoji_are_removed_before_validation(patch_slur_load): + validator = build_validator() + result = validator._validate("You 🤮 badword 🤮 person") + assert result.outcome == "fail" + assert "badword" in result.error_message + + +def test_punctuation_is_removed(patch_slur_load): + validator = build_validator() + result = validator._validate("You are a, badword!!") + assert result.outcome == "fail" + +def test_numbers_are_removed(patch_slur_load): + validator = build_validator() + result = validator._validate("b4dw0rd badword again") # "badword" appears once cleaned + assert result.outcome == "fail" + +def test_severity_low_includes_all(patch_slur_load, monkeypatch, slur_csv): + """Low severity = L + M + H.""" + df = pd.DataFrame({ + "label": ["lowone", "mediumone", "highone"], + "severity": ["L", "M", "H"] + }) + file_path = slur_csv + df.to_csv(file_path, index=False) + + def fake_load_slur_list(self): + df = pd.read_csv(file_path) + return df[df['severity'].isin(['L', 'M', 'H'])]['label'].tolist() + + monkeypatch.setattr(LexicalSlur, "load_slur_list", fake_load_slur_list) + + validator = LexicalSlur(severity=SlurSeverity.Low) + assert validator.slur_list == ["lowone", "mediumone", "highone"] + + +def test_severity_medium_includes_m_and_h(patch_slur_load, monkeypatch, slur_csv): + df = pd.DataFrame({ + "label": ["lowone", "mediumone", "highone"], + "severity": ["L", "M", "H"] + }) + file_path = slur_csv + df.to_csv(file_path, index=False) + + def fake_load_slur_list(self): + df = pd.read_csv(file_path) + return df[df['severity'].isin(['M', 'H'])]['label'].tolist() + + monkeypatch.setattr(LexicalSlur, "load_slur_list", fake_load_slur_list) + + validator = LexicalSlur(severity=SlurSeverity.Medium) + assert validator.slur_list == ["mediumone", "highone"] + + +def test_severity_high_includes_only_h(patch_slur_load, monkeypatch, slur_csv): + df = pd.DataFrame({ + "label": ["lowone", "mediumone", "highone"], + "severity": ["L", "M", "H"] + }) + file_path = slur_csv + df.to_csv(file_path, index=False) + + def fake_load_slur_list(self): + df = pd.read_csv(file_path) + return df[df['severity'] == 'H']['label'].tolist() + + monkeypatch.setattr(LexicalSlur, "load_slur_list", fake_load_slur_list) + + validator = LexicalSlur(severity=SlurSeverity.High) + assert validator.slur_list == ["highone"] \ No newline at end of file diff --git a/backend/app/tests/validators/test_pii_remover.py b/backend/app/tests/validators/test_pii_remover.py new file mode 100644 index 0000000..8259232 --- /dev/null +++ b/backend/app/tests/validators/test_pii_remover.py @@ -0,0 +1,109 @@ +from unittest.mock import MagicMock, patch + +import pytest + +from app.core.validators.pii_remover import ALL_ENTITY_TYPES, PIIRemover + + +# ------------------------------- +# Fixtures +# ------------------------------- + +@pytest.fixture +def mock_presidio(): + """ + Mock AnalyzerEngine and AnonymizerEngine before validator loads. + """ + with patch( + "app.core.validators.pii_remover.AnalyzerEngine" + ) as mock_analyzer, patch( + "app.core.validators.pii_remover.AnonymizerEngine" + ) as mock_anonymizer: + + analyzer_instance = mock_analyzer.return_value + anonymizer_instance = mock_anonymizer.return_value + + analyzer_instance.analyze.return_value = [] + anonymizer_instance.anonymize.return_value = MagicMock(text="original text") + + yield analyzer_instance, anonymizer_instance + + +@pytest.fixture +def validator(mock_presidio): + return PIIRemover(entity_types=None, threshold=0.5) + + +# ------------------------------- +# TESTS +# ------------------------------- + +def test_pass_when_no_pii_detected(validator): + """ + If anonymized text is identical to input, should PASS. + """ + result = validator._validate("original text") + + assert result.outcome == "pass" + + +def test_fail_when_pii_detected(validator): + """ + If anonymized text differs, should FAIL with fix_value. + """ + validator.anonymizer.anonymize.return_value = MagicMock( + text="redacted text" + ) + + result = validator._validate("original text") + + assert result.outcome == "fail" + assert result.fix_value == "redacted text" + assert result.error_message == "PII detected in the text." + + +def test_analyzer_called_with_correct_arguments(validator): + validator._validate("hello") + + validator.analyzer.analyze.assert_called_once_with( + text="hello", + entities=validator.entity_types, + language="en", + ) + + +def test_default_entity_types_applied(validator): + assert validator.entity_types == ALL_ENTITY_TYPES + + +def test_custom_entity_types_override(mock_presidio): + v = PIIRemover(entity_types=["EMAIL_ADDRESS"], threshold=0.5) + + assert v.entity_types == ["EMAIL_ADDRESS"] + + +def test_indian_recognizers_registered_when_requested(): + """ + Ensure Indian recognizers are conditionally registered. + """ + with patch( + "app.core.validators.pii_remover.AnalyzerEngine" + ) as mock_analyzer, patch( + "app.core.validators.pii_remover.AnonymizerEngine" + ): + + registry = mock_analyzer.return_value.registry + + PIIRemover( + entity_types=[ + "IN_AADHAAR", + "IN_PAN", + "IN_PASSPORT", + "IN_VEHICLE_REGISTRATION", + "IN_VOTER", + ], + threshold=0.5, + ) + + # Called once per recognizer + assert registry.add_recognizer.call_count == 5 \ No newline at end of file diff --git a/backend/app/tests_pre_start.py b/backend/app/tests_pre_start.py new file mode 100644 index 0000000..d05e888 --- /dev/null +++ b/backend/app/tests_pre_start.py @@ -0,0 +1,45 @@ +import logging +import os + +from sqlalchemy import Engine +from sqlmodel import Session, select +from tenacity import after_log, before_log, retry, stop_after_attempt, wait_fixed + +from app.core.db import engine + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +ENVIRONMENT = os.getenv("ENVIRONMENT", "development") +max_tries = 60 * 5 # 5 minutes +wait_seconds = 1 + + +@retry( + stop=stop_after_attempt(max_tries), + wait=wait_fixed(wait_seconds), + before=before_log(logger, logging.INFO), + after=after_log(logger, logging.WARN), +) +def init(db_engine: Engine) -> None: + try: + # Try to create session to check if DB is awake + with Session(db_engine) as session: + session.exec(select(1)) + except Exception as e: + logger.error(e) + raise e + + +def main() -> None: + if ENVIRONMENT == "testing": + logger.info("Skipping DB pre-start checks in testing environment") + return + + logger.info("Initializing service") + init(engine) + logger.info("Service finished initializing") + + +if __name__ == "__main__": + main() diff --git a/backend/app/utils.py b/backend/app/utils.py new file mode 100644 index 0000000..930f54f --- /dev/null +++ b/backend/app/utils.py @@ -0,0 +1,40 @@ +import logging +from datetime import datetime, timezone +from pydantic import BaseModel +from typing import Any, Dict, Generic, Optional, TypeVar + +logging.basicConfig(level=logging.INFO) +logger = logging.getLogger(__name__) + +T = TypeVar("T") + +def now(): + return datetime.now(timezone.utc).replace(tzinfo=None) + +class APIResponse(BaseModel, Generic[T]): + success: bool + data: Optional[T] = None + error: Optional[str] = None + metadata: Optional[Dict[str, Any]] = None + + @classmethod + def success_response( + cls, data: T, metadata: Optional[Dict[str, Any]] = None + ) -> "APIResponse[T]": + return cls(success=True, data=data, error=None, metadata=metadata) + + @classmethod + def failure_response( + cls, + error: str | list, + data: Optional[T] = None, + metadata: Optional[Dict[str, Any]] = None, + ) -> "APIResponse[None]": + if isinstance(error, list): # to handle cases when error is a list of errors + error_message = "\n".join( + [f"{err.get('loc', 'unknown')}: {err.get('msg', str(err))}" for err in error] + ) + else: + error_message = error + + return cls(success=False, data=data, error=error_message, metadata=metadata) \ No newline at end of file diff --git a/backend/pyproject.toml b/backend/pyproject.toml new file mode 100644 index 0000000..689cb0b --- /dev/null +++ b/backend/pyproject.toml @@ -0,0 +1,92 @@ +[project] +name = "app" +version = "0.1.0" +description = "" +requires-python = ">=3.10,<4.0" +dependencies = [ + "fastapi[standard]<1.0.0,>=0.114.2", + "python-multipart<1.0.0,>=0.0.7", + "email-validator<3.0.0.0,>=2.1.0.post1", + "passlib[bcrypt]<2.0.0,>=1.7.4", + "tenacity<9.0.0,>=8.2.3", + "pydantic>2.0", + "emails<1.0,>=0.6", + "jinja2<4.0.0,>=3.1.4", + "alembic<2.0.0,>=1.12.1", + "httpx<1.0.0,>=0.25.1", + "psycopg[binary]<4.0.0,>=3.1.13", + "sqlmodel<1.0.0,>=0.0.21", + # Pin bcrypt until passlib supports the latest + "bcrypt==4.3.0", + "pydantic-settings<3.0.0,>=2.2.1", + "sentry-sdk[fastapi]<2.0.0,>=1.40.6", + "pyjwt<3.0.0,>=2.8.0", + "asgi-correlation-id>=4.3.4", + "guardrails-ai>=0.7.2", + "emoji", + "ftfy", + "presidio_analyzer>=2.2.360", + "presidio_anonymizer>=2.2.360", + "transformers", + "torch", + "pandas>=2.3.2", + "numpy>=1.24.0", + "python-dotenv<2.0.0,>=1.0.0", +] + +[tool.uv] +dev-dependencies = [ + "pytest<8.0.0,>=7.4.3", + "mypy<2.0.0,>=1.8.0", + "ruff<1.0.0,>=0.2.2", + "pre-commit<4.0.0,>=3.6.2", + "types-passlib<2.0.0.0,>=1.7.7.20240106", + "coverage<8.0.0,>=7.4.3", + "pytest-asyncio", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[tool.mypy] +strict = true +exclude = ["venv", ".venv", "alembic"] + +[tool.ruff] +target-version = "py310" +exclude = ["alembic"] + +[tool.ruff.lint] +select = [ + "E", # pycodestyle errors + "W", # pycodestyle warnings + "F", # pyflakes + "I", # isort + "B", # flake8-bugbear + "C4", # flake8-comprehensions + "UP", # pyupgrade + "ARG001", # unused arguments in functions + "T201", # print statements are not allowed +] +ignore = [ + "E501", # line too long, handled by black + "B008", # do not perform function calls in argument defaults + "W191", # indentation contains tabs + "B904", # Allow raising exceptions without from e, for HTTPException +] + +[tool.ruff.lint.pyupgrade] +# Preserve types, even if a file imports `from __future__ import annotations`. +keep-runtime-typing = true + +[tool.coverage.run] +source = ["app"] +dynamic_context = "test_function" + +[tool.coverage.report] +show_missing = true +sort = "-Cover" + +[tool.coverage.html] +show_contexts = true diff --git a/backend/scripts/entrypoint.sh b/backend/scripts/entrypoint.sh new file mode 100644 index 0000000..e27ec06 --- /dev/null +++ b/backend/scripts/entrypoint.sh @@ -0,0 +1,8 @@ +#!/usr/bin/env bash +set -euo pipefail + +echo "Running Guardrails setup..." +./scripts/install_guardrails_from_hub.sh + +echo "Starting FastAPI server..." +exec fastapi run --workers 4 app/main.py diff --git a/backend/scripts/install_guardrails_from_hub.sh b/backend/scripts/install_guardrails_from_hub.sh new file mode 100755 index 0000000..1495523 --- /dev/null +++ b/backend/scripts/install_guardrails_from_hub.sh @@ -0,0 +1,66 @@ +#!/usr/bin/env bash +set -euo pipefail + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +PROJECT_ROOT="$(cd "$SCRIPT_DIR/../.." && pwd)" +ENV_FILE="$PROJECT_ROOT/.env" + +if [ -f "$ENV_FILE" ]; then + echo "Loading env from $ENV_FILE" + set -a + source "$ENV_FILE" + set +a +else + echo "Env file not found: $ENV_FILE" + exit 1 +fi + +: "${GUARDRAILS_HUB_API_KEY:?GUARDRAILS_HUB_API_KEY is required}" + +ENABLE_METRICS="${ENABLE_METRICS:-false}" +ENABLE_REMOTE_INFERENCING="${ENABLE_REMOTE_INFERENCING:-false}" + +BACKEND_DIR="$(cd "$SCRIPT_DIR/.." && pwd)" +MANIFEST_FILE="${1:-$BACKEND_DIR/app/core/validators/validators.json}" + +if [[ ! -f "$MANIFEST_FILE" ]]; then + echo "Validator manifest not found: $MANIFEST_FILE" + exit 1 +fi + +####################################### +# Configure Guardrails (non-interactive) +####################################### + +echo "Configuring Guardrails CLI..." + +guardrails configure \ + --token "$GUARDRAILS_HUB_API_KEY" \ + $( [[ "$ENABLE_METRICS" == "true" ]] && echo "--enable-metrics" || echo "--disable-metrics" ) \ + $( [[ "$ENABLE_REMOTE_INFERENCING" == "true" ]] && echo "--enable-remote-inferencing" || echo "--disable-remote-inferencing" ) + + +####################################### +# Install hub validators +####################################### + +echo "Reading validator manifest: $MANIFEST_FILE" + +# Extract all non-local sources +HUB_SOURCES=$(jq -r ' + .validators[] + | select(.source != "local") + | .source +' "$MANIFEST_FILE") + +if [[ -z "$HUB_SOURCES" ]]; then + echo "No hub validators to install." + exit 0 +fi + +for SRC in $HUB_SOURCES; do + echo "Installing Guardrails hub validator: $SRC" + guardrails hub install "$SRC" +done + +echo "All hub validators installed successfully." diff --git a/backend/scripts/prestart.sh b/backend/scripts/prestart.sh new file mode 100644 index 0000000..3d0be26 --- /dev/null +++ b/backend/scripts/prestart.sh @@ -0,0 +1,13 @@ +#! /usr/bin/env bash + +set -e +set -x + +# Let the DB start +uv run python app/backend_pre_start.py + +# Run migrations +uv run alembic upgrade head + +# Create initial data in DB +uv run python app/initial_data.py diff --git a/backend/scripts/test.sh b/backend/scripts/test.sh new file mode 100755 index 0000000..b78f5be --- /dev/null +++ b/backend/scripts/test.sh @@ -0,0 +1,9 @@ +#!/usr/bin/env bash + +set -e +set -x + +coverage run -m pytest app/tests +coverage report --show-missing +coverage html --title "${@-coverage}" +coverage xml \ No newline at end of file diff --git a/backend/scripts/tests-start.sh b/backend/scripts/tests-start.sh new file mode 100644 index 0000000..d4a0b84 --- /dev/null +++ b/backend/scripts/tests-start.sh @@ -0,0 +1,15 @@ +#! /usr/bin/env bash +set -e +set -x + +export ENVIRONMENT=testing + +python app/tests_pre_start.py + +uv run alembic upgrade head +if [ $? -ne 0 ]; then + echo 'Error: Test database migrations failed' + exit 1 +fi + +bash scripts/test.sh "$@" diff --git a/backend/uv.lock b/backend/uv.lock new file mode 100644 index 0000000..7339bfb --- /dev/null +++ b/backend/uv.lock @@ -0,0 +1,4049 @@ +version = 1 +revision = 2 +requires-python = ">=3.12, <4.0" +resolution-markers = [ + "python_full_version >= '3.13'", + "python_full_version < '3.13'", +] + +[[package]] +name = "aiohappyeyeballs" +version = "2.6.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = 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b/development.md @@ -0,0 +1,169 @@ +# FastAPI Project - Development + +## Docker Compose + +* Start the local stack with Docker Compose: + +```bash +docker compose watch +``` + +* Now you can open your browser and interact with these URLs: + +Backend, JSON based web API based on OpenAPI: + +Automatic interactive documentation with Swagger UI (from the OpenAPI backend): + +Adminer, database web administration: + +**Note**: The first time you start your stack, it might take a minute for it to be ready. While the backend waits for the database to be ready and configures everything. You can check the logs to monitor it. + +To check the logs, run (in another terminal): + +```bash +docker compose logs +``` + +To check the logs of a specific service, add the name of the service, e.g.: + +```bash +docker compose logs backend +``` + +## Local Development + +The Docker Compose files are configured so that each of the services is available in a different port in `localhost`. + +For the backend, we use the same port that would be used by their local development server, so, the backend is at `http://localhost:8000`. + +This way, you could turn off a Docker Compose service and start its local development service, and everything would keep working, because it all uses the same ports. + +For example, you can stop that `backend` service in the Docker Compose, in another terminal, run: + +```bash +docker compose stop backend +``` +And then you can run the local development server for the backend: + +```bash +cd backend +fastapi dev app/main.py +``` + +## Docker Compose in `localhost.tiangolo.com` + +When you start the Docker Compose stack, it uses `localhost` by default, with different ports for each service (backend, frontend, adminer, etc). + +When you deploy it to production (or staging), it will deploy each service in a different subdomain, like `api.example.com` for the backend. + +If you want to test that it's all working locally, you can edit the local `.env` file, and change: + +```dotenv +DOMAIN=localhost.tiangolo.com +``` + +That will be used by the Docker Compose files to configure the base domain for the services. + +The domain `localhost.tiangolo.com` is a special domain that is configured (with all its subdomains) to point to `127.0.0.1`. This way you can use that for your local development. + +After you update it, run again: + +```bash +docker compose watch +``` + +## Docker Compose files and env vars + +There is a main `docker-compose.yml` file with all the configurations that apply to the whole stack, it is used automatically by `docker compose`. + +These Docker Compose files use the `.env` file containing configurations to be injected as environment variables in the containers. + +They also use some additional configurations taken from environment variables set in the scripts before calling the `docker compose` command. + +After changing variables, make sure you restart the stack: + +```bash +docker compose watch +``` + +## The .env file + +The `.env` file is the one that contains all your configurations, generated keys and passwords, etc. + +Depending on your workflow, you could want to exclude it from Git, for example if your project is public. In that case, you would have to make sure to set up a way for your CI tools to obtain it while building or deploying your project. + +One way to do it could be to add each environment variable to your CI/CD system, and updating the `docker-compose.yml` file to read that specific env var instead of reading the `.env` file. + +## Pre-commits and code linting + +we are using a tool called [pre-commit](https://pre-commit.com/) for code linting and formatting. + +When you install it, it runs right before making a commit in git. This way it ensures that the code is consistent and formatted even before it is committed. + +You can find a file `.pre-commit-config.yaml` with configurations at the root of the project. + +#### Install pre-commit to run automatically + +`pre-commit` is already part of the dependencies of the project, but you could also install it globally if you prefer to, following [the official pre-commit docs](https://pre-commit.com/). + +After having the `pre-commit` tool installed and available, you need to "install" it in the local repository, so that it runs automatically before each commit. + +Using `uv`, you could do it with: + +```bash +❯ uv run pre-commit install +pre-commit installed at .git/hooks/pre-commit +``` + +Now whenever you try to commit, e.g. with: + +```bash +git commit +``` + +...pre-commit will run and check and format the code you are about to commit, and will ask you to add that code (stage it) with git again before committing. + +Then you can `git add` the modified/fixed files again and now you can commit. + +#### Running pre-commit hooks manually + +you can also run `pre-commit` manually on all the files, you can do it using `uv` with: + +```bash +❯ uv run pre-commit run --all-files +check for added large files..............................................Passed +check toml...............................................................Passed +check yaml...............................................................Passed +ruff.....................................................................Passed +ruff-format..............................................................Passed +eslint...................................................................Passed +prettier.................................................................Passed +``` + +## URLs + +The production or staging URLs would use these same paths, but with your own domain. + +### Development URLs + +Development URLs, for local development. + +Backend: + +Automatic Interactive Docs (Swagger UI): + +Automatic Alternative Docs (ReDoc): + +Adminer: + +### Development URLs with `localhost.tiangolo.com` Configured + +Development URLs, for local development. + +Backend: + +Automatic Interactive Docs (Swagger UI): + +Automatic Alternative Docs (ReDoc): + +Adminer: \ No newline at end of file diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..13a446b --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,90 @@ +version: "3.9" + +services: + + db: + image: postgres:16 + container_name: kaapi-guardrails-postgres-db + restart: always + env_file: + - .env + environment: + POSTGRES_USER: ${POSTGRES_USER:?POSTGRES_USER not set} + POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:?POSTGRES_PASSWORD not set} + POSTGRES_DB: ${POSTGRES_DB:?POSTGRES_DB not set} + PGDATA: /var/lib/postgresql/data/pgdata + volumes: + - app-db-data:/var/lib/postgresql/data/pgdata + healthcheck: + test: ["CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DB}"] + interval: 10s + retries: 5 + start_period: 30s + timeout: 10s + ports: + - "5432:5432" + + adminer: + image: adminer + container_name: kaapi-guardrails-adminer + restart: always + depends_on: + - db + environment: + - ADMINER_DESIGN=pepa-linha-dark + ports: + - "8080:8080" + + prestart: + image: '${DOCKER_IMAGE_BACKEND?Variable not set}:${TAG-latest}' + container_name: kaapi-guardrails-prestart + build: + context: ./backend + depends_on: + db: + condition: service_healthy + restart: true + command: bash scripts/prestart.sh + env_file: + - .env + environment: + POSTGRES_SERVER: db + profiles: ["prestart"] + + backend: + image: '${DOCKER_IMAGE_BACKEND?Variable not set}:${TAG-latest}' + container_name: kaapi-guardrails-backend + restart: always + build: + context: ./backend + depends_on: + db: + condition: service_healthy + restart: true + env_file: + - .env + environment: + POSTGRES_SERVER: db + ports: + - "8000:80" + healthcheck: + test: ["CMD", "curl", "-f", "http://localhost:80/api/v1/utils/health-check/"] + interval: 10s + timeout: 5s + retries: 5 + command: > + uv run uvicorn app.main:app --host 0.0.0.0 --port 80 --reload + develop: + watch: + # Sync backend source code into container immediately on change + - action: sync + path: ./backend/app + target: /app/app + # Rebuild image if dependencies change + - action: rebuild + path: ./backend/pyproject.toml + - action: rebuild + path: ./backend/uv.lock + +volumes: + app-db-data: \ No newline at end of file diff --git a/hooks/post_gen_project.py b/hooks/post_gen_project.py new file mode 100644 index 0000000..2ca5260 --- /dev/null +++ b/hooks/post_gen_project.py @@ -0,0 +1,8 @@ +from pathlib import Path + + +path: Path +for path in Path(".").glob("**/*.sh"): + data = path.read_bytes() + lf_data = data.replace(b"\r\n", b"\n") + path.write_bytes(lf_data) diff --git a/scripts/build-push.sh b/scripts/build-push.sh new file mode 100644 index 0000000..141a9e6 --- /dev/null +++ b/scripts/build-push.sh @@ -0,0 +1,9 @@ +#! /usr/bin/env sh + +# Exit in case of error +set -e + +TAG=${TAG?Variable not set} \ +sh ./scripts/build.sh + +docker-compose -f docker-compose.yml push diff --git a/scripts/build.sh b/scripts/build.sh new file mode 100644 index 0000000..b3da3a6 --- /dev/null +++ b/scripts/build.sh @@ -0,0 +1,9 @@ +#! /usr/bin/env sh + +# Exit in case of error +set -e + +TAG=${TAG?Variable not set} \ +docker-compose \ +-f docker-compose.yml \ +build diff --git a/scripts/deploy.sh b/scripts/deploy.sh new file mode 100644 index 0000000..99faa96 --- /dev/null +++ b/scripts/deploy.sh @@ -0,0 +1,15 @@ +#! /usr/bin/env sh + +# Exit in case of error +set -e + +DOMAIN=${DOMAIN?Variable not set} \ +STACK_NAME=${STACK_NAME?Variable not set} \ +TAG=${TAG?Variable not set} \ +docker-compose \ +-f docker-compose.yml \ +config > docker-stack.yml + +docker-auto-labels docker-stack.yml + +docker stack deploy -c docker-stack.yml --with-registry-auth "${STACK_NAME?Variable not set}" diff --git a/scripts/test-local.sh b/scripts/test-local.sh new file mode 100644 index 0000000..7f2fa9f --- /dev/null +++ b/scripts/test-local.sh @@ -0,0 +1,15 @@ +#! /usr/bin/env bash + +# Exit in case of error +set -e + +docker-compose down -v --remove-orphans # Remove possibly previous broken stacks left hanging after an error + +if [ $(uname -s) = "Linux" ]; then + echo "Remove __pycache__ files" + sudo find . -type d -name __pycache__ -exec rm -r {} \+ +fi + +docker-compose build +docker-compose up -d +docker-compose exec -T backend bash scripts/tests-start.sh "$@" diff --git a/scripts/test.sh b/scripts/test.sh new file mode 100644 index 0000000..6dabef7 --- /dev/null +++ b/scripts/test.sh @@ -0,0 +1,11 @@ +#! /usr/bin/env sh + +# Exit in case of error +set -e +set -x + +docker compose build +docker compose down -v --remove-orphans # Remove possibly previous broken stacks left hanging after an error +docker compose up -d +docker compose exec -T backend bash scripts/tests-start.sh "$@" +docker compose down -v --remove-orphans