.PHONY: all init format_backend format lint build run_backend dev help tests coverage clean_python_cache clean_npm_cache clean_frontend_build clean_all run_clic load_test_setup load_test_setup_basic load_test_list_flows load_test_run load_test_langflow_quick load_test_stress load_test_example load_test_clean load_test_remote_setup load_test_remote_run load_test_help

VERSION=$(shell grep "^version" pyproject.toml | sed 's/.*\"\(.*\)\"$$/\1/')

DOCKER=podman

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

YELLOW=\033[1;33m

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

CLEAR_DIRS = $(foreach dir,$1,$(shell mkdir -p $(dir) && find $(dir) -mindepth 1 -delete))

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 basic help message with common commands

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo "$(GREEN) LANGFLOW MAKEFILE COMMANDS $(NC)"

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

@echo "$(GREEN)Basic Commands:$(NC)"

@echo " $(GREEN)make init$(NC) - Initialize project (install all dependencies)"

@echo " $(GREEN)make run_cli$(NC) - Run Langflow CLI"

@echo " $(GREEN)make run_clic$(NC) - Run CLI with fresh frontend build"

@echo " $(GREEN)make format$(NC) - Format all code (backend + frontend)"

@echo " $(GREEN)make tests$(NC) - Run all tests"

@echo " $(GREEN)make build$(NC) - Build the project"

@echo " $(GREEN)make clean_all$(NC) - Clean all caches and build artifacts"

@echo ''

@echo "$(GREEN)Specialized Help Commands:$(NC)"

@echo " $(GREEN)make help_backend$(NC) - Show backend-specific commands"

@echo " $(GREEN)make help_frontend$(NC) - Show frontend-specific commands"

@echo " $(GREEN)make help_test$(NC) - Show testing commands"

@echo " $(GREEN)make help_docker$(NC) - Show Docker commands"

@echo " $(GREEN)make help_advanced$(NC) - Show advanced/miscellaneous commands"

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

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 --extra "postgresql" $(EXTRA_ARGS)

init: check_tools ## initialize the project

@make install_backend

@make install_frontend

@uvx pre-commit install

@echo "$(GREEN)All requirements are installed.$(NC)"

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_frontend_build: ## clean frontend build artifacts to ensure fresh build

@echo "Cleaning frontend build artifacts..."

@echo " - Removing src/frontend/build directory"

$(call CLEAR_DIRS,src/frontend/build)

@echo " - Removing built frontend files from backend"

$(call CLEAR_DIRS,src/backend/base/langflow/frontend)

@echo "$(GREEN)Frontend build artifacts cleaned - fresh build guaranteed.$(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 uv using pipx

pipx install uv

add:

@echo 'Adding dependencies'

ifdef devel

@cd src/backend/base && uv add --group dev $(devel)

ifdef main

@uv add $(main)

ifdef base

@cd src/backend/base && uv add $(base)

coverage: ## run the tests and generate a coverage report

@uv run coverage run

@uv run coverage erase

unit_tests: ## run unit tests

@uv sync --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/unit \

--ignore=src/backend/tests/integration \

--ignore=src/backend/tests/unit/template \

$$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"

lfx_tests: ## run lfx package unit tests

@echo 'Running LFX Package Tests...'

@cd src/lfx && \

uv sync && \

uv run pytest tests/unit -v --cov=src/lfx --cov-report=xml --cov-report=html --cov-report=term-missing $(args)

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

template_tests: ## run all starter project template tests

@echo 'Running Starter Project Template Tests...'

@uv run pytest src/backend/tests/unit/template/test_starter_projects.py -v -n auto

codespell: ## run codespell to check spelling

@uvx codespell --toml pyproject.toml

fix_codespell: ## run codespell to fix spelling errors

@uvx codespell --toml pyproject.toml --write

format_backend: ## backend code formatters

@uv run ruff check . --fix

@uv run ruff format .

format: format_backend format_frontend ## run code formatters

format_frontend_check: ## run biome check without formatting

@echo 'Running Biome check on frontend...'

@cd src/frontend && npx @biomejs/biome check

unsafe_fix:

@uv run ruff check . --fix --unsafe-fixes

lint: install_backend ## run linters

@uv run mypy --namespace-packages -p "langflow"

run_clic: clean_frontend_build install_frontend install_backend build_frontend ## run the CLI with fresh frontend build

@echo 'Running the CLI with fresh frontend build'

@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: install_frontend install_backend build_frontend ## run the CLI quickly (without cleaning build cache)

@echo 'Running the CLI quickly (reusing existing build cache if available)'

@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

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

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),)

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)"

ifdef main

make install_frontendci

make build_frontend

make build_langflow_base args="$(args)"

make build_langflow args="$(args)"

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

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}'

@command -v $(DOCKER) >/dev/null 2>&1 || { echo "Error: $(DOCKER) is not installed. Please install $(DOCKER), or run 'make docker_build DOCKER=podman' (or DOCKER=docker) if you have an alternative installed."; exit 1; }

@$(DOCKER) build --rm \

-f ${DOCKERFILE} \

-t langflow:${VERSION} .

dockerfile_build_be: dockerfile_build

@echo 'BUILDING DOCKER IMAGE BACKEND: ${DOCKERFILE_BACKEND}'

@command -v $(DOCKER) >/dev/null 2>&1 || { echo "Error: $(DOCKER) is not installed. Please install $(DOCKER), or run 'make docker_build_backend DOCKER=podman' (or DOCKER=docker) if you have an alternative installed."; exit 1; }

@$(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}'

@command -v $(DOCKER) >/dev/null 2>&1 || { echo "Error: $(DOCKER) is not installed. Please install $(DOCKER), or run 'make docker_build_frontend DOCKER=podman' (or DOCKER=docker) if you have an alternative installed."; exit 1; }

@$(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

ifdef main

make publish_langflow

publish_testpypi: ## build the frontend static files and package the project and publish it to PyPI

@echo 'Publishing the project'

build_component_index: ## build the component index with dynamic loading

@echo 'Building component index'

LFX_DEV=1 uv run python scripts/build_component_index.py

lfx_build: ## build the LFX package

@echo 'Building LFX package'

@cd src/lfx && make build

lfx_publish: ## publish LFX package to PyPI

@echo 'Publishing LFX package'

@cd src/lfx && make publish

lfx_publish_testpypi: ## publish LFX package to test PyPI

@echo 'Publishing LFX package to test PyPI'

@cd src/lfx && make publish_test

lfx_test: ## run LFX tests

@echo 'Running LFX tests'

@cd src/lfx && make test

lfx_format: ## format LFX code

@echo 'Formatting LFX code'

@cd src/lfx && make format

lfx_lint: ## lint LFX code

@echo 'Linting LFX code'

@cd src/lfx && make lint

lfx_clean: ## clean LFX build artifacts

@echo 'Cleaning LFX build artifacts'

@cd src/lfx && make clean

lfx_docker_build: ## build LFX production Docker image

@echo 'Building LFX Docker image'

@cd src/lfx && make docker_build

lfx_docker_dev: ## start LFX development environment

@echo 'Starting LFX development environment'

@cd src/lfx && make docker_dev

lfx_docker_test: ## run LFX tests in Docker

@echo 'Running LFX tests in Docker'

@cd src/lfx && make docker_test

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)

patch: ## Update version across all projects. Usage: make patch v=1.5.0

@if [ -z "$(v)" ]; then \

echo "$(RED)Error: Version argument required.$(NC)"; \

echo "Usage: make patch v=1.5.0"; \

exit 1; \

fi; \

echo "$(GREEN)Updating version to $(v)$(NC)"; \

\

LANGFLOW_VERSION="$(v)"; \

LANGFLOW_BASE_VERSION=$$(echo "$$LANGFLOW_VERSION" | sed -E 's/^[0-9]+\.(.*)$$/0.\1/'); \

\

echo "$(GREEN)Langflow version: $$LANGFLOW_VERSION$(NC)"; \

echo "$(GREEN)Langflow-base version: $$LANGFLOW_BASE_VERSION$(NC)"; \

\

echo "$(GREEN)Updating main pyproject.toml...$(NC)"; \

python -c "import re; fname='pyproject.toml'; txt=open(fname).read(); txt=re.sub(r'^version = \".*\"', 'version = \"$$LANGFLOW_VERSION\"', txt, flags=re.MULTILINE); txt=re.sub(r'\"langflow-base==.*\"', '\"langflow-base==$$LANGFLOW_BASE_VERSION\"', txt); open(fname, 'w').write(txt)"; \

\

echo "$(GREEN)Updating langflow-base pyproject.toml...$(NC)"; \

python -c "import re; fname='src/backend/base/pyproject.toml'; txt=open(fname).read(); txt=re.sub(r'^version = \".*\"', 'version = \"$$LANGFLOW_BASE_VERSION\"', txt, flags=re.MULTILINE); open(fname, 'w').write(txt)"; \

\

echo "$(GREEN)Updating frontend package.json...$(NC)"; \

python -c "import re; fname='src/frontend/package.json'; txt=open(fname).read(); txt=re.sub(r'\"version\": \".*\"', '\"version\": \"$$LANGFLOW_VERSION\"', txt); open(fname, 'w').write(txt)"; \

\

echo "$(GREEN)Validating version changes...$(NC)"; \

if ! grep -q "^version = \"$$LANGFLOW_VERSION\"" pyproject.toml; then echo "$(RED)✗ Main pyproject.toml version validation failed$(NC)"; exit 1; fi; \

if ! grep -q "\"langflow-base==$$LANGFLOW_BASE_VERSION\"" pyproject.toml; then echo "$(RED)✗ Main pyproject.toml langflow-base dependency validation failed$(NC)"; exit 1; fi; \

if ! grep -q "^version = \"$$LANGFLOW_BASE_VERSION\"" src/backend/base/pyproject.toml; then echo "$(RED)✗ Langflow-base pyproject.toml version validation failed$(NC)"; exit 1; fi; \

if ! grep -q "\"version\": \"$$LANGFLOW_VERSION\"" src/frontend/package.json; then echo "$(RED)✗ Frontend package.json version validation failed$(NC)"; exit 1; fi; \

echo "$(GREEN)✓ All versions updated successfully$(NC)"; \

\

echo "$(GREEN)Syncing dependencies in parallel...$(NC)"; \

uv sync --quiet & \

(cd src/frontend && npm install --silent) & \

wait; \

\

echo "$(GREEN)Validating final state...$(NC)"; \

CHANGED_FILES=$$(git status --porcelain | wc -l | tr -d ' '); \

if [ "$$CHANGED_FILES" -lt 5 ]; then \

echo "$(RED)✗ Expected at least 5 changed files, but found $$CHANGED_FILES$(NC)"; \

echo "$(RED)Changed files:$(NC)"; \

git status --porcelain; \

exit 1; \

fi; \

EXPECTED_FILES="pyproject.toml uv.lock src/backend/base/pyproject.toml src/frontend/package.json src/frontend/package-lock.json"; \

for file in $$EXPECTED_FILES; do \

if ! git status --porcelain | grep -q "$$file"; then \

echo "$(RED)✗ Expected file $$file was not modified$(NC)"; \

exit 1; \

fi; \

done; \

echo "$(GREEN)✓ All required files were modified.$(NC)"; \

\

echo "$(GREEN)Version update complete!$(NC)"; \

echo "$(GREEN)Updated files:$(NC)"; \

echo " - pyproject.toml: $$LANGFLOW_VERSION"; \

echo " - src/backend/base/pyproject.toml: $$LANGFLOW_BASE_VERSION"; \

echo " - src/frontend/package.json: $$LANGFLOW_VERSION"; \

echo " - uv.lock: dependency lock updated"; \

echo " - src/frontend/package-lock.json: dependency lock updated"; \

echo "$(GREEN)Dependencies synced successfully!$(NC)"

locust_users ?= 10

locust_spawn_rate ?= 1

locust_host ?= http://localhost:7860

locust_headless ?= true

locust_time ?= 300s

locust_api_key ?= your-api-key

locust_flow_id ?= your-flow-id

locust_file ?= src/backend/tests/locust/locustfile.py

locust_min_wait ?= 2000

locust_max_wait ?= 5000

locust_request_timeout ?= 30.0

locust: ## run locust load tests (options: locust_users=10 locust_spawn_rate=1 locust_host=http://localhost:7860 locust_headless=true locust_time=300s locust_api_key=your-api-key locust_flow_id=your-flow-id locust_file=src/backend/tests/locust/locustfile.py locust_min_wait=2000 locust_max_wait=5000 locust_request_timeout=30.0)

@if [ ! -f "$(locust_file)" ]; then \

echo "$(RED)Error: Locustfile not found at $(locust_file)$(NC)"; \

exit 1; \

fi

@echo "Starting Locust with $(locust_users) users, spawn rate of $(locust_spawn_rate)"

@echo "Testing host: $(locust_host)"

@echo "Using locustfile: $(locust_file)"

@export API_KEY=$(locust_api_key) && \

export FLOW_ID=$(locust_flow_id) && \

export LANGFLOW_HOST=$(locust_host) && \

export MIN_WAIT=$(locust_min_wait) && \

export MAX_WAIT=$(locust_max_wait) && \

export REQUEST_TIMEOUT=$(locust_request_timeout) && \

cd $$(dirname "$(locust_file)") && \

if [ "$(locust_headless)" = "true" ]; then \

uv run locust \

--headless \

-u $(locust_users) \

-r $(locust_spawn_rate) \

--run-time $(locust_time) \

--host $(locust_host) \

-f $$(basename "$(locust_file)"); \

else \

uv run locust \

-u $(locust_users) \

-r $(locust_spawn_rate) \

--host $(locust_host) \

-f $$(basename "$(locust_file)"); \

fi

load_test_host ?= http://127.0.0.1:8000

load_test_flow_id ?= 5523731d-5ef3-56de-b4ef-59b0a224fdbc

load_test_api_key ?= test

html ?= false

load_test_ramp100: ## Run 100-user ramp load test (3min, 0->100 users @ 5/s). Options: html=true, load_test_host, load_test_flow_id, load_test_api_key

@echo "$(YELLOW)Running 100-user ramp load test (3 minutes)$(NC)"

@export FLOW_ID=$(load_test_flow_id) && \

export API_KEY=$(load_test_api_key) && \

export REQUEST_TIMEOUT=10 && \

cd src/backend/tests/locust && \

if [ "$(html)" = "true" ]; then \

echo "$(GREEN)Generating HTML report: ramp100_test.html$(NC)"; \

uv run locust -f locustfile_complex_serve.py --host $(load_test_host) --headless --html ramp100_test.html; \

else \

uv run locust -f locustfile_complex_serve.py --host $(load_test_host) --headless; \

fi

load_test_cliff: ## Find performance cliff with step ramp (5->50 users, 30s steps). Options: html=true, load_test_host, load_test_flow_id, load_test_api_key

@echo "$(YELLOW)Running step ramp to find performance cliff$(NC)"

@export FLOW_ID=$(load_test_flow_id) && \

export API_KEY=$(load_test_api_key) && \

export REQUEST_TIMEOUT=10 && \

cd src/backend/tests/locust && \

if [ "$(html)" = "true" ]; then \

echo "$(GREEN)Generating HTML report: cliff_test.html$(NC)"; \

uv run locust -f lfx_step_ramp.py --host $(load_test_host) --headless --html cliff_test.html; \

else \

uv run locust -f lfx_step_ramp.py --host $(load_test_host) --headless; \

fi

load_test_lfx_quick: ## Quick LFX load test (30 users, 60s). Options: html=true, load_test_host, load_test_flow_id, load_test_api_key

@echo "$(YELLOW)Running quick 30-user load test (60 seconds)$(NC)"

@export FLOW_ID=$(load_test_flow_id) && \

export API_KEY=$(load_test_api_key) && \

export REQUEST_TIMEOUT=10 && \

cd src/backend/tests/locust && \

if [ "$(html)" = "true" ]; then \

echo "$(GREEN)Generating HTML report: quick_test.html$(NC)"; \

uv run locust -f lfx_serve_locustfile.py --host $(load_test_host) --headless -u 30 -r 5 -t 60s --html quick_test.html; \

else \

uv run locust -f lfx_serve_locustfile.py --host $(load_test_host) --headless -u 30 -r 5 -t 60s; \

fi

load_test_setup: ## Set up load test environment with starter project flows

@echo "$(YELLOW)Setting up Langflow load test environment$(NC)"

@cd src/backend/tests/locust && uv run python langflow_setup_test.py --interactive

load_test_setup_basic: ## Set up load test environment with Basic Prompting flow

@echo "$(YELLOW)Setting up load test environment with Basic Prompting flow$(NC)"

@cd src/backend/tests/locust && uv run python langflow_setup_test.py --flow "Basic Prompting" --save-credentials load_test_creds.json

load_test_list_flows: ## List available starter project flows

@echo "$(YELLOW)Listing available starter project flows$(NC)"

@cd src/backend/tests/locust && uv run python langflow_setup_test.py --list-flows

load_test_run: ## Run load test (automatically sets up if needed). Use FLOW_NAME="Flow Name" to specify flow

@echo "$(YELLOW)Running load test with enhanced error logging$(NC)"

@if [ ! -f "src/backend/tests/locust/load_test_creds.json" ]; then \

echo "$(BLUE)No credentials found. Running automatic setup...$(NC)"; \

if [ -z "$(FLOW_NAME)" ]; then \

echo "$(CYAN)Available flows:$(NC)"; \

cd src/backend/tests/locust && uv run python langflow_setup_test.py --list-flows; \

echo "$(RED)Please specify a flow: make load_test_run FLOW_NAME=\"Basic Prompting\"$(NC)"; \

exit 1; \

else \

echo "$(BLUE)Setting up with flow: $(FLOW_NAME)$(NC)"; \

cd src/backend/tests/locust && uv run python langflow_setup_test.py --flow "$(FLOW_NAME)" --save-credentials load_test_creds.json; \

fi \

fi

@cd src/backend/tests/locust && \

export API_KEY=$$(python -c "import json; print(json.load(open('load_test_creds.json'))['api_key'])") && \

export FLOW_ID=$$(python -c "import json; print(json.load(open('load_test_creds.json'))['flow_id'])") && \

uv run python langflow_run_load_test.py --headless --users 20 --duration 120 --no-start-langflow --html load_test_report.html --csv load_test_results

load_test_langflow_quick: ## Quick Langflow load test (10 users, 30s) with HTML report (automatically sets up if needed). Use FLOW_NAME="Flow Name" to specify flow

@echo "$(YELLOW)Running quick Langflow load test with HTML report$(NC)"

@if [ ! -f "src/backend/tests/locust/load_test_creds.json" ]; then \

echo "$(BLUE)No credentials found. Running automatic setup...$(NC)"; \

if [ -z "$(FLOW_NAME)" ]; then \

echo "$(CYAN)Available flows:$(NC)"; \

cd src/backend/tests/locust && uv run python langflow_setup_test.py --list-flows; \

echo "$(RED)Please specify a flow: make load_test_langflow_quick FLOW_NAME=\"Basic Prompting\"$(NC)"; \

exit 1; \

else \

echo "$(BLUE)Setting up with flow: $(FLOW_NAME)$(NC)"; \

cd src/backend/tests/locust && uv run python langflow_setup_test.py --flow "$(FLOW_NAME)" --save-credentials load_test_creds.json; \

fi \

fi

@cd src/backend/tests/locust && \

export API_KEY=$$(python -c "import json; print(json.load(open('load_test_creds.json'))['api_key'])") && \

export FLOW_ID=$$(python -c "import json; print(json.load(open('load_test_creds.json'))['flow_id'])") && \

uv run python langflow_run_load_test.py --headless --users 10 --duration 30 --no-start-langflow --html quick_test_report.html

load_test_stress: ## Stress test (100 users, 5 minutes) with comprehensive reporting (automatically sets up if needed). Use FLOW_NAME="Flow Name" to specify flow

@echo "$(YELLOW)Running stress test with comprehensive reporting$(NC)"

@if [ ! -f "src/backend/tests/locust/load_test_creds.json" ]; then \

echo "$(BLUE)No credentials found. Running automatic setup...$(NC)"; \

if [ -z "$(FLOW_NAME)" ]; then \

echo "$(CYAN)Available flows:$(NC)"; \

cd src/backend/tests/locust && uv run python langflow_setup_test.py --list-flows; \

echo "$(RED)Please specify a flow: make load_test_stress FLOW_NAME=\"Basic Prompting\"$(NC)"; \

exit 1; \

else \

echo "$(BLUE)Setting up with flow: $(FLOW_NAME)$(NC)"; \

cd src/backend/tests/locust && uv run python langflow_setup_test.py --flow "$(FLOW_NAME)" --save-credentials load_test_creds.json; \

fi \

fi

@cd src/backend/tests/locust && \

export API_KEY=$$(python -c "import json; print(json.load(open('load_test_creds.json'))['api_key'])") && \

export FLOW_ID=$$(python -c "import json; print(json.load(open('load_test_creds.json'))['flow_id'])") && \

uv run python langflow_run_load_test.py --headless --users 100 --spawn-rate 5 --duration 300 --no-start-langflow --html stress_test_report.html --csv stress_test_results --shape ramp100

load_test_example: ## Run complete example workflow (setup + test + reports)

@echo "$(YELLOW)Running complete load test example workflow$(NC)"

@cd src/backend/tests/locust && uv run python langflow_example_workflow.py --auto

load_test_clean: ## Clean up load test files and credentials

@echo "$(YELLOW)Cleaning up load test files$(NC)"

@cd src/backend/tests/locust && rm -f *.json *.html *.csv *.log

@echo "$(GREEN)Load test files cleaned$(NC)"

load_test_remote_setup: ## Set up load test for remote instance (requires LANGFLOW_HOST)

@if [ -z "$(LANGFLOW_HOST)" ]; then \

echo "$(RED)Error: LANGFLOW_HOST environment variable required$(NC)"; \

echo "$(YELLOW)Example: export LANGFLOW_HOST=https://your-remote-instance.com$(NC)"; \

exit 1; \

fi

@echo "$(YELLOW)Setting up load test for remote instance: $(LANGFLOW_HOST)$(NC)"

@cd src/backend/tests/locust && uv run python langflow_setup_test.py --host $(LANGFLOW_HOST) --flow "Basic Prompting" --save-credentials remote_test_creds.json

load_test_remote_run: ## Run load test against remote instance (requires prior setup)

@if [ -z "$(LANGFLOW_HOST)" ]; then \

echo "$(RED)Error: LANGFLOW_HOST environment variable required$(NC)"; \

exit 1; \

fi

@if [ ! -f "src/backend/tests/locust/remote_test_creds.json" ]; then \

echo "$(RED)Error: No remote credentials found. Run 'make load_test_remote_setup' first$(NC)"; \

exit 1; \

fi

@echo "$(YELLOW)Running load test against remote instance: $(LANGFLOW_HOST)$(NC)"

@cd src/backend/tests/locust && \

export API_KEY=$$(python -c "import json; print(json.load(open('remote_test_creds.json'))['api_key'])") && \

export FLOW_ID=$$(python -c "import json; print(json.load(open('remote_test_creds.json'))['flow_id'])") && \

uv run python langflow_run_load_test.py --host $(LANGFLOW_HOST) --no-start-langflow --headless --users 10 --spawn-rate 1 --duration 120 --html remote_test_report.html

load_test_help: ## Show detailed load testing help

@echo "$(GREEN)Langflow Enhanced Load Testing System$(NC)"

@echo ""

@echo "$(YELLOW)Quick Start (Local):$(NC)"

@echo " 1. make load_test_setup_basic # Set up with Basic Prompting flow"

@echo " 2. make load_test_langflow_quick # Run quick Langflow test"

@echo " 3. Open quick_test_report.html # View results"

@echo ""

@echo "$(YELLOW)Remote Testing:$(NC)"

@echo " 1. export LANGFLOW_HOST=https://your-instance.com"

@echo " 2. make load_test_remote_setup # Set up for remote testing"

@echo " 3. make load_test_remote_run # Run test against remote instance"

@echo ""

@echo "$(YELLOW)Available Commands:$(NC)"

@echo " load_test_setup - Interactive flow selection setup"

@echo " load_test_setup_basic - Quick setup with Basic Prompting"

@echo " load_test_list_flows - List available starter flows"

@echo " load_test_run - Standard load test (25 users, 2 min)"

@echo " load_test_langflow_quick - Quick Langflow test (10 users, 30s)"

@echo " load_test_quick - Quick complex serve test (30 users, 60s)"

@echo " load_test_stress - Stress test (100 users, 5 min)"

@echo " load_test_example - Complete example workflow"

@echo " load_test_clean - Clean up generated files"

@echo ""

@echo "$(YELLOW)Generated Reports:$(NC)"

@echo " - *.html files - Interactive HTML reports"

@echo " - *_results_*.csv - Raw performance data"

@echo " - *_detailed_errors_*.log - Comprehensive error logs"

@echo " - *_error_summary_*.json - Error analysis"

help_backend: ## show backend-specific commands

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo "$(GREEN) BACKEND COMMANDS $(NC)"

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

@echo "$(GREEN)Installation & Dependencies:$(NC)"

@echo " $(GREEN)make install_backend$(NC) - Install backend dependencies"

@echo " $(GREEN)make reinstall_backend$(NC) - Force reinstall backend dependencies"

@echo " $(GREEN)make setup_uv$(NC) - Install uv using pipx"

@echo " $(GREEN)make add$(NC) - Add dependencies (use: make add main=\"pkg\" or base=\"pkg\")"

@echo ''

@echo "$(GREEN)Development:$(NC)"

@echo " $(GREEN)make backend$(NC) - Run backend in development mode"

@echo " $(GREEN)make run_cli$(NC) - Run Langflow CLI"

@echo " $(GREEN)make run_clic$(NC) - Run CLI with fresh frontend build"

@echo " $(GREEN)make run_cli_debug$(NC) - Run CLI in debug mode"

@echo " $(GREEN)make setup_devcontainer$(NC) - Set up development container"

@echo " $(GREEN)make setup_env$(NC) - Set up environment variables"

@echo ''

@echo "$(GREEN)Code Quality:$(NC)"

@echo " $(GREEN)make format_backend$(NC) - Format backend code (ruff)"

@echo " $(GREEN)make format_frontend_check$(NC) - Check frontend formatting (biome)"

@echo " $(GREEN)make lint$(NC) - Run backend linters (mypy)"

@echo " $(GREEN)make codespell$(NC) - Check spelling errors"

@echo " $(GREEN)make fix_codespell$(NC) - Fix spelling errors automatically"

@echo " $(GREEN)make unsafe_fix$(NC) - Run ruff with unsafe fixes"

@echo ''

@echo "$(GREEN)Database (Alembic):$(NC)"

@echo " $(GREEN)make alembic-revision message=\"text\"$(NC) - Generate new migration"

@echo " $(GREEN)make alembic-upgrade$(NC) - Upgrade database to latest version"

@echo " $(GREEN)make alembic-downgrade$(NC) - Downgrade database by one version"

@echo " $(GREEN)make alembic-current$(NC) - Show current database revision"

@echo " $(GREEN)make alembic-history$(NC) - Show migration history"

@echo " $(GREEN)make alembic-check$(NC) - Check migration status"

@echo " $(GREEN)make alembic-stamp$(NC) - Stamp database with specific revision"

@echo ''

@echo "$(GREEN)Build & Distribution:$(NC)"

@echo " $(GREEN)make build$(NC) - Build the project"

@echo " $(GREEN)make build_and_run$(NC) - Build and run the project"

@echo " $(GREEN)make build_and_install$(NC) - Build and install the project"

@echo " $(GREEN)make build_langflow_base$(NC) - Build langflow-base package"

@echo " $(GREEN)make build_langflow$(NC) - Build langflow package"

@echo " $(GREEN)make lock$(NC) - Lock dependencies"

@echo " $(GREEN)make update$(NC) - Update dependencies"

@echo " $(GREEN)make publish$(NC) - Publish to PyPI"

@echo ''

@echo "$(GREEN)LFX Package Commands:$(NC)"

@echo " $(GREEN)make lfx_build$(NC) - Build LFX package"

@echo " $(GREEN)make lfx_tests$(NC) - Run LFX tests"

@echo " $(GREEN)make lfx_format$(NC) - Format LFX code"

@echo " $(GREEN)make lfx_lint$(NC) - Lint LFX code"

@echo " $(GREEN)make lfx_clean$(NC) - Clean LFX build artifacts"

@echo " $(GREEN)make lfx_publish$(NC) - Publish LFX to PyPI"

@echo " $(GREEN)make lfx_docker_build$(NC) - Build LFX Docker image"

@echo " $(GREEN)make lfx_docker_dev$(NC) - Start LFX development environment"

@echo " $(GREEN)make lfx_docker_test$(NC) - Run LFX tests in Docker"

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

help_test: ## show testing commands

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo "$(GREEN) TESTING COMMANDS $(NC)"

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

@echo "$(GREEN)Backend Unit Tests:$(NC)"

@echo " $(GREEN)make unit_tests$(NC) - Run backend unit tests"

@echo " $(GREEN)make unit_tests_looponfail$(NC) - Run unit tests with loop on fail"

@echo " $(GREEN)make lfx_tests$(NC) - Run LFX package tests"

@echo ''

@echo "$(GREEN)Backend Integration Tests:$(NC)"

@echo " $(GREEN)make integration_tests$(NC) - Run all integration tests"

@echo " $(GREEN)make integration_tests_no_api_keys$(NC) - Run integration tests without API keys"

@echo " $(GREEN)make integration_tests_api_keys$(NC) - Run integration tests requiring API keys"

@echo ''

@echo "$(GREEN)Template Tests:$(NC)"

@echo " $(GREEN)make template_tests$(NC) - Run starter project template tests"

@echo ''

@echo "$(GREEN)Combined Tests:$(NC)"

@echo " $(GREEN)make tests$(NC) - Run all tests (unit + integration + coverage)"

@echo " $(GREEN)make coverage$(NC) - Run tests and generate coverage report"

@echo ''

@echo "$(GREEN)Frontend Tests:$(NC)"

@echo " $(GREEN)make tests_frontend$(NC) - Run Playwright e2e tests"

@echo " $(GREEN)make test_frontend$(NC) - Run Jest unit tests"

@echo " $(GREEN)make test_frontend_watch$(NC) - Run Jest tests in watch mode"

@echo " $(GREEN)make test_frontend_coverage$(NC) - Run Jest with coverage"

@echo " $(GREEN)make test_frontend_coverage_open$(NC) - Run coverage and open report"

@echo " $(GREEN)make test_frontend_verbose$(NC) - Run Jest with verbose output"

@echo " $(GREEN)make test_frontend_ci$(NC) - Run Jest in CI mode"

@echo " $(GREEN)make test_frontend_clean$(NC) - Clean cache and run Jest"

@echo " $(GREEN)make test_frontend_bail$(NC) - Run Jest with bail (stop on first failure)"

@echo " $(GREEN)make test_frontend_silent$(NC) - Run Jest silently"

@echo " $(GREEN)make test_frontend_file path$(NC) - Run tests for specific file"

@echo " $(GREEN)make test_frontend_pattern pattern$(NC) - Run tests matching pattern"

@echo " $(GREEN)make test_frontend_snapshots$(NC) - Update Jest snapshots"

@echo " $(GREEN)make test_frontend_config$(NC) - Show Jest configuration"

@echo ''

@echo "$(GREEN)Load Testing:$(NC)"

@echo " $(GREEN)make locust$(NC) - Run locust load tests"

@echo " Options: locust_users=10 locust_spawn_rate=1 locust_host=http://localhost:7860"

@echo " locust_headless=true locust_time=300s locust_api_key=key"

@echo " locust_flow_id=id locust_file=path"

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

help_docker: ## show docker commands

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo "$(GREEN) DOCKER COMMANDS $(NC)"

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

@echo "$(GREEN)Docker Build:$(NC)"

@echo " $(GREEN)make docker_build$(NC) - Build main Docker image"

@echo " $(GREEN)make docker_build_backend$(NC) - Build backend Docker image"

@echo " $(GREEN)make docker_build_frontend$(NC) - Build frontend Docker image"

@echo ''

@echo "$(GREEN)Docker Compose:$(NC)"

@echo " $(GREEN)make docker_compose_up$(NC) - Build and start docker compose"

@echo " $(GREEN)make docker_compose_down$(NC) - Stop docker compose"

@echo " $(GREEN)make dcdev_up$(NC) - Start development docker compose"

@echo ''

@echo "$(GREEN)LFX Docker:$(NC)"

@echo " $(GREEN)make lfx_docker_build$(NC) - Build LFX production Docker image"

@echo " $(GREEN)make lfx_docker_dev$(NC) - Start LFX development environment"

@echo " $(GREEN)make lfx_docker_test$(NC) - Run LFX tests in Docker"

@echo ''

@echo "$(GREEN)Note:$(NC) By default, these commands use $(GREEN)podman$(NC)."

@echo " To use Docker instead: $(GREEN)make docker_build DOCKER=docker$(NC)"

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

help_advanced: ## show advanced and miscellaneous commands

@echo ''

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo "$(GREEN) ADVANCED COMMANDS $(NC)"

@echo "$(GREEN)═══════════════════════════════════════════════════════════════════$(NC)"

@echo ''

@echo "$(GREEN)Cleanup:$(NC)"

@echo " $(GREEN)make clean_all$(NC) - Clean all caches and temporary directories"

@echo " $(GREEN)make clean_python_cache$(NC) - Clean Python cache files"

@echo " $(GREEN)make clean_npm_cache$(NC) - Clean npm cache and node_modules"

@echo " $(GREEN)make clean_frontend_build$(NC) - Clean frontend build artifacts"

@echo ''

@echo "$(GREEN)Version Management:$(NC)"

@echo " $(GREEN)make patch v=X.Y.Z$(NC) - Update version across all projects"

@echo " Example: make patch v=1.5.0"

@echo " This updates: pyproject.toml, langflow-base, frontend package.json"

@echo ''

@echo "$(GREEN)Publishing:$(NC)"