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Makefile
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.PHONY: all init format_backend format_frontend format lint build build_frontend install_frontend run_frontend run_backend dev help tests coverage clean_python_cache clean_npm_cache clean_all
# Configurations
VERSION=$(shell grep "^version" pyproject.toml | sed 's/.*\"\(.*\)\"$$/\1/')
DOCKERFILE=docker/build_and_push.Dockerfile
DOCKERFILE_BACKEND=docker/build_and_push_backend.Dockerfile
DOCKERFILE_FRONTEND=docker/frontend/build_and_push_frontend.Dockerfile
DOCKER_COMPOSE=docker_example/docker-compose.yml
PYTHON_REQUIRED=$(shell grep '^requires-python[[:space:]]*=' pyproject.toml | sed -n 's/.*"\([^"]*\)".*/\1/p')
RED=\033[0;31m
NC=\033[0m # No Color
GREEN=\033[0;32m
log_level ?= debug
host ?= 0.0.0.0
port ?= 7860
env ?= .env
open_browser ?= true
path = src/backend/base/langflow/frontend
workers ?= 1
async ?= true
lf ?= false
ff ?= true
all: help
######################
# UTILITIES
######################
# Some directories may be mount points as in devcontainer, so we need to clear their
# contents rather than remove the entire directory. But we must also be mindful that
# we are not running in a devcontainer, so need to ensure the directories exist.
# See https://code.visualstudio.com/remote/advancedcontainers/improve-performance
CLEAR_DIRS = $(foreach dir,$1,$(shell mkdir -p $(dir) && find $(dir) -mindepth 1 -delete))
# increment the patch version of the current package
patch: ## bump the version in langflow and langflow-base
@echo 'Patching the version'
@poetry version patch
@echo 'Patching the version in langflow-base'
@cd src/backend/base && poetry version patch
@make lock
# check for required tools
check_tools:
@command -v uv >/dev/null 2>&1 || { echo >&2 "$(RED)uv is not installed. Aborting.$(NC)"; exit 1; }
@command -v npm >/dev/null 2>&1 || { echo >&2 "$(RED)NPM is not installed. Aborting.$(NC)"; exit 1; }
@echo "$(GREEN)All required tools are installed.$(NC)"
help: ## show this help message
@echo '----'
@grep -hE '^\S+:.*##' $(MAKEFILE_LIST) | \
awk -F ':.*##' '{printf "\033[36mmake %s\033[0m: %s\n", $$1, $$2}' | \
column -c2 -t -s :
@echo '----'
######################
# INSTALL PROJECT
######################
reinstall_backend: ## forces reinstall all dependencies (no caching)
@echo 'Installing backend dependencies'
@uv sync -n --reinstall --frozen
install_backend: ## install the backend dependencies
@echo 'Installing backend dependencies'
@uv sync --frozen
install_frontend: ## install the frontend dependencies
@echo 'Installing frontend dependencies'
@cd src/frontend && npm install > /dev/null 2>&1
build_frontend: ## build the frontend static files
@echo 'Building frontend static files'
@cd src/frontend && CI='' npm run build > /dev/null 2>&1
$(call CLEAR_DIRS,src/backend/base/langflow/frontend)
@cp -r src/frontend/build/. src/backend/base/langflow/frontend
init: check_tools clean_python_cache clean_npm_cache ## initialize the project
@make install_backend
@make install_frontend
@make build_frontend
@echo "$(GREEN)All requirements are installed.$(NC)"
@uv run langflow run
######################
# CLEAN PROJECT
######################
clean_python_cache:
@echo "Cleaning Python cache..."
find . -type d -name '__pycache__' -exec rm -r {} +
find . -type f -name '*.py[cod]' -exec rm -f {} +
find . -type f -name '*~' -exec rm -f {} +
find . -type f -name '.*~' -exec rm -f {} +
$(call CLEAR_DIRS,.mypy_cache )
@echo "$(GREEN)Python cache cleaned.$(NC)"
clean_npm_cache:
@echo "Cleaning npm cache..."
cd src/frontend && npm cache clean --force
$(call CLEAR_DIRS,src/frontend/node_modules src/frontend/build src/backend/base/langflow/frontend)
rm -f src/frontend/package-lock.json
@echo "$(GREEN)NPM cache and frontend directories cleaned.$(NC)"
clean_all: clean_python_cache clean_npm_cache # clean all caches and temporary directories
@echo "$(GREEN)All caches and temporary directories cleaned.$(NC)"
setup_uv: ## install poetry using pipx
pipx install uv
add:
@echo 'Adding dependencies'
ifdef devel
@cd src/backend/base && uv add --group dev $(devel)
endif
ifdef main
@uv add $(main)
endif
ifdef base
@cd src/backend/base && uv add $(base)
endif
######################
# CODE TESTS
######################
coverage: ## run the tests and generate a coverage report
@uv run coverage run
@uv run coverage erase
unit_tests: ## run unit tests
@uv sync --extra dev --frozen
@EXTRA_ARGS=""
@if [ "$(async)" = "true" ]; then \
EXTRA_ARGS="$$EXTRA_ARGS --instafail -n auto"; \
fi; \
if [ "$(lf)" = "true" ]; then \
EXTRA_ARGS="$$EXTRA_ARGS --lf"; \
fi; \
if [ "$(ff)" = "true" ]; then \
EXTRA_ARGS="$$EXTRA_ARGS --ff"; \
fi; \
uv run pytest src/backend/tests --ignore=src/backend/tests/integration $$EXTRA_ARGS --instafail -ra -m 'not api_key_required' --durations-path src/backend/tests/.test_durations --splitting-algorithm least_duration $(args)
unit_tests_looponfail:
@make unit_tests args="-f"
integration_tests:
uv run pytest src/backend/tests/integration \
--instafail -ra \
$(args)
integration_tests_no_api_keys:
uv run pytest src/backend/tests/integration \
--instafail -ra -m "not api_key_required" \
$(args)
integration_tests_api_keys:
uv run pytest src/backend/tests/integration \
--instafail -ra -m "api_key_required" \
$(args)
tests: ## run unit, integration, coverage tests
@echo 'Running Unit Tests...'
make unit_tests
@echo 'Running Integration Tests...'
make integration_tests
@echo 'Running Coverage Tests...'
make coverage
######################
# CODE QUALITY
######################
codespell: ## run codespell to check spelling
@poetry install --with spelling
poetry run codespell --toml pyproject.toml
fix_codespell: ## run codespell to fix spelling errors
@poetry install --with spelling
poetry run codespell --toml pyproject.toml --write
format_backend: ## backend code formatters
@uv run ruff check . --fix --ignore EXE002
@uv run ruff format . --config pyproject.toml
format_frontend: ## frontend code formatters
@cd src/frontend && npm run format
format: format_backend format_frontend ## run code formatters
unsafe_fix:
@uv run ruff check . --fix --unsafe-fixes
lint: install_backend ## run linters
@uv run mypy --namespace-packages -p "langflow"
install_frontendci:
@cd src/frontend && npm ci > /dev/null 2>&1
install_frontendc:
@cd src/frontend && $(call CLEAR_DIRS,node_modules) && rm -f package-lock.json && npm install > /dev/null 2>&1
run_frontend: ## run the frontend
@-kill -9 `lsof -t -i:3000`
@cd src/frontend && npm start $(if $(FRONTEND_START_FLAGS),-- $(FRONTEND_START_FLAGS))
tests_frontend: ## run frontend tests
ifeq ($(UI), true)
@cd src/frontend && npx playwright test --ui --project=chromium
else
@cd src/frontend && npx playwright test --project=chromium
endif
run_cli: install_frontend install_backend build_frontend ## run the CLI
@echo 'Running the CLI'
@uv run langflow run \
--frontend-path $(path) \
--log-level $(log_level) \
--host $(host) \
--port $(port) \
$(if $(env),--env-file $(env),) \
$(if $(filter false,$(open_browser)),--no-open-browser)
run_cli_debug:
@echo 'Running the CLI in debug mode'
@make install_frontend > /dev/null
@echo 'Building the frontend'
@make build_frontend > /dev/null
@echo 'Install backend dependencies'
@make install_backend > /dev/null
ifdef env
@make start env=$(env) host=$(host) port=$(port) log_level=debug
else
@make start host=$(host) port=$(port) log_level=debug
endif
setup_devcontainer: ## set up the development container
make install_backend
make install_frontend
make build_frontend
uv run langflow --frontend-path src/frontend/build
setup_env: ## set up the environment
@sh ./scripts/setup/setup_env.sh
frontend: install_frontend ## run the frontend in development mode
make run_frontend
frontendc: install_frontendc
make run_frontend
backend: setup_env install_backend ## run the backend in development mode
@-kill -9 $$(lsof -t -i:7860) || true
ifdef login
@echo "Running backend autologin is $(login)";
LANGFLOW_AUTO_LOGIN=$(login) uv run uvicorn \
--factory langflow.main:create_app \
--host 0.0.0.0 \
--port $(port) \
$(if $(filter-out 1,$(workers)),, --reload) \
--env-file $(env) \
--loop asyncio \
$(if $(workers),--workers $(workers),)
else
@echo "Running backend respecting the $(env) file";
uv run uvicorn \
--factory langflow.main:create_app \
--host 0.0.0.0 \
--port $(port) \
$(if $(filter-out 1,$(workers)),, --reload) \
--env-file $(env) \
--loop asyncio \
$(if $(workers),--workers $(workers),)
endif
build_and_run: setup_env ## build the project and run it
$(call CLEAR_DIRS,dist src/backend/base/dist)
make build
uv run pip install dist/*.tar.gz
uv run langflow run
build_and_install: ## build the project and install it
@echo 'Removing dist folder'
$(call CLEAR_DIRS,dist src/backend/base/dist)
make build && uv run pip install dist/*.whl && pip install src/backend/base/dist/*.whl --force-reinstall
build: setup_env ## build the frontend static files and package the project
ifdef base
make install_frontendci
make build_frontend
make build_langflow_base args="$(args)"
endif
ifdef main
make install_frontendci
make build_frontend
make build_langflow_base args="$(args)"
make build_langflow args="$(args)"
endif
build_langflow_base:
cd src/backend/base && uv build $(args)
build_langflow_backup:
uv lock && uv build
build_langflow:
uv lock --no-upgrade
uv build $(args)
ifdef restore
mv pyproject.toml.bak pyproject.toml
mv uv.lock.bak uv.lock
endif
docker_build: dockerfile_build clear_dockerimage ## build DockerFile
docker_build_backend: dockerfile_build_be clear_dockerimage ## build Backend DockerFile
docker_build_frontend: dockerfile_build_fe clear_dockerimage ## build Frontend Dockerfile
dockerfile_build:
@echo 'BUILDING DOCKER IMAGE: ${DOCKERFILE}'
@docker build --rm \
-f ${DOCKERFILE} \
-t langflow:${VERSION} .
dockerfile_build_be: dockerfile_build
@echo 'BUILDING DOCKER IMAGE BACKEND: ${DOCKERFILE_BACKEND}'
@docker build --rm \
--build-arg LANGFLOW_IMAGE=langflow:${VERSION} \
-f ${DOCKERFILE_BACKEND} \
-t langflow_backend:${VERSION} .
dockerfile_build_fe: dockerfile_build
@echo 'BUILDING DOCKER IMAGE FRONTEND: ${DOCKERFILE_FRONTEND}'
@docker build --rm \
--build-arg LANGFLOW_IMAGE=langflow:${VERSION} \
-f ${DOCKERFILE_FRONTEND} \
-t langflow_frontend:${VERSION} .
clear_dockerimage:
@echo 'Clearing the docker build'
@if docker images -f "dangling=true" -q | grep -q '.*'; then \
docker rmi $$(docker images -f "dangling=true" -q); \
fi
docker_compose_up: docker_build docker_compose_down
@echo 'Running docker compose up'
docker compose -f $(DOCKER_COMPOSE) up --remove-orphans
docker_compose_down:
@echo 'Running docker compose down'
docker compose -f $(DOCKER_COMPOSE) down || true
dcdev_up:
@echo 'Running docker compose up'
docker compose -f docker/dev.docker-compose.yml down || true
docker compose -f docker/dev.docker-compose.yml up --remove-orphans
lock_base:
cd src/backend/base && uv lock
lock_langflow:
uv lock
lock: ## lock dependencies
@echo 'Locking dependencies'
cd src/backend/base && uv lock
uv lock
update: ## update dependencies
@echo 'Updating dependencies'
cd src/backend/base && uv sync --upgrade
uv sync --upgrade
publish_base:
cd src/backend/base && uv publish
publish_langflow:
uv publish
publish_base_testpypi:
# TODO: update this to use the test-pypi repository
cd src/backend/base && uv publish -r test-pypi
publish_langflow_testpypi:
# TODO: update this to use the test-pypi repository
uv publish -r test-pypi
publish: ## build the frontend static files and package the project and publish it to PyPI
@echo 'Publishing the project'
ifdef base
make publish_base
endif
ifdef main
make publish_langflow
endif
publish_testpypi: ## build the frontend static files and package the project and publish it to PyPI
@echo 'Publishing the project'
ifdef base
#TODO: replace with uvx twine upload dist/*
poetry config repositories.test-pypi https://test.pypi.org/legacy/
make publish_base_testpypi
endif
ifdef main
#TODO: replace with uvx twine upload dist/*
poetry config repositories.test-pypi https://test.pypi.org/legacy/
make publish_langflow_testpypi
endif
# example make alembic-revision message="Add user table"
alembic-revision: ## generate a new migration
@echo 'Generating a new Alembic revision'
cd src/backend/base/langflow/ && uv run alembic revision --autogenerate -m "$(message)"
alembic-upgrade: ## upgrade database to the latest version
@echo 'Upgrading database to the latest version'
cd src/backend/base/langflow/ && uv run alembic upgrade head
alembic-downgrade: ## downgrade database by one version
@echo 'Downgrading database by one version'
cd src/backend/base/langflow/ && uv run alembic downgrade -1
alembic-current: ## show current revision
@echo 'Showing current Alembic revision'
cd src/backend/base/langflow/ && uv run alembic current
alembic-history: ## show migration history
@echo 'Showing Alembic migration history'
cd src/backend/base/langflow/ && uv run alembic history --verbose
alembic-check: ## check migration status
@echo 'Running alembic check'
cd src/backend/base/langflow/ && uv run alembic check
alembic-stamp: ## stamp the database with a specific revision
@echo 'Stamping the database with revision $(revision)'
cd src/backend/base/langflow/ && uv run alembic stamp $(revision)