From 58f58829926439ccac33ccbc6783f31b76b9d6fa Mon Sep 17 00:00:00 2001 From: jdorsch Date: Mon, 11 Dec 2023 12:31:00 +0100 Subject: [PATCH 1/7] added examples directory --- .gitlab-ci.yml | 2 +- CHANGELOG.md | 1 + deploy/demo/docker-compose.yml | 2 +- examples/UI-client-credentials/Makefile | 9 + examples/UI-client-credentials/README.md | 64 + .../UI-client-credentials/demo/cylinder.sh | 29 + examples/UI-client-credentials/demo/demo.sh | 24 + .../UI-client-credentials/demo/testsbatch.sh | 14 + .../UI-client-credentials/docker/Dockerfile | 15 + .../docker/requirements.txt | 12 + examples/UI-client-credentials/src/client.py | 791 ++ .../UI-client-credentials/src/config.py.orig | 27 + .../src/problem_files/inc-cylinder.ini | 84 + .../src/problem_files/inc-cylinder.msh | 10887 ++++++++++++++++ .../src/sbatch_templates/cylinder.sh.tmpl | 46 + .../src/sbatch_templates/demo.sh.tmpl | 28 + .../src/sbatch_templates/demo_post.sh.tmpl | 20 + .../src/sbatch_templates/post_proc.py | 74 + .../src/sbatch_templates/post_proc.sh.tmpl | 36 + .../src/static/.placeholder | 0 .../src/static/favicon.ico | Bin 0 -> 1150 bytes .../UI-client-credentials/src/static/logo.png | Bin 0 -> 20189 bytes .../src/templates/base.html | 36 + .../src/templates/live.html | 648 + .../UI-code-flow}/Dockerfile | 0 .../UI-code-flow}/README.md | 42 +- .../UI-code-flow}/client_secrets.json | 0 .../UI-code-flow}/config.py | 0 .../UI-code-flow}/firecrest_demo.py | 0 .../UI-code-flow}/requirements.txt | 0 .../UI-code-flow}/static/cscs_logo.jpg | Bin .../UI-code-flow}/static/ethz_logo.jpg | Bin .../UI-code-flow}/static/header_logo.png | Bin .../UI-code-flow}/templates/api.html | 0 .../UI-code-flow}/templates/compute.html | 0 .../UI-code-flow}/templates/compute/acct.html | 0 .../templates/compute/canceljob.html | 0 .../UI-code-flow}/templates/compute/job.html | 0 .../UI-code-flow}/templates/compute/jobs.html | 0 .../templates/compute/submitjob.html | 0 .../UI-code-flow}/templates/demo_base.html | 0 .../UI-code-flow}/templates/index.html | 0 .../UI-code-flow}/templates/status.html | 0 .../templates/status/allservices.html | 0 .../templates/status/allsystems.html | 0 .../templates/status/parameters.html | 0 .../UI-code-flow}/templates/storage.html | 0 .../templates/storage/download.html | 0 .../templates/storage/upload.html | 0 .../templates/storage/xfer-internal.html | 0 .../UI-code-flow}/templates/tasks.html | 0 .../UI-code-flow}/templates/tasks/task.html | 0 .../UI-code-flow}/templates/utilities.html | 0 53 files changed, 12882 insertions(+), 9 deletions(-) create mode 100644 examples/UI-client-credentials/Makefile create mode 100644 examples/UI-client-credentials/README.md create mode 100644 examples/UI-client-credentials/demo/cylinder.sh create mode 100644 examples/UI-client-credentials/demo/demo.sh create mode 100644 examples/UI-client-credentials/demo/testsbatch.sh create mode 100644 examples/UI-client-credentials/docker/Dockerfile create mode 100644 examples/UI-client-credentials/docker/requirements.txt create mode 100644 examples/UI-client-credentials/src/client.py create mode 100644 examples/UI-client-credentials/src/config.py.orig create mode 100644 examples/UI-client-credentials/src/problem_files/inc-cylinder.ini create mode 100644 examples/UI-client-credentials/src/problem_files/inc-cylinder.msh create mode 100644 examples/UI-client-credentials/src/sbatch_templates/cylinder.sh.tmpl create mode 100644 examples/UI-client-credentials/src/sbatch_templates/demo.sh.tmpl create mode 100644 examples/UI-client-credentials/src/sbatch_templates/demo_post.sh.tmpl create mode 100644 examples/UI-client-credentials/src/sbatch_templates/post_proc.py create mode 100644 examples/UI-client-credentials/src/sbatch_templates/post_proc.sh.tmpl create mode 100644 examples/UI-client-credentials/src/static/.placeholder create mode 100644 examples/UI-client-credentials/src/static/favicon.ico create mode 100644 examples/UI-client-credentials/src/static/logo.png create mode 100644 examples/UI-client-credentials/src/templates/base.html create mode 100644 examples/UI-client-credentials/src/templates/live.html rename {src/tests/template_client => examples/UI-code-flow}/Dockerfile (100%) rename {src/tests/template_client => examples/UI-code-flow}/README.md (55%) rename {src/tests/template_client => examples/UI-code-flow}/client_secrets.json (100%) rename {src/tests/template_client => examples/UI-code-flow}/config.py (100%) rename {src/tests/template_client => examples/UI-code-flow}/firecrest_demo.py (100%) rename {src/tests/template_client => examples/UI-code-flow}/requirements.txt (100%) rename {src/tests/template_client => examples/UI-code-flow}/static/cscs_logo.jpg (100%) rename {src/tests/template_client => examples/UI-code-flow}/static/ethz_logo.jpg (100%) rename {src/tests/template_client => examples/UI-code-flow}/static/header_logo.png (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/api.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/compute.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/compute/acct.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/compute/canceljob.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/compute/job.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/compute/jobs.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/compute/submitjob.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/demo_base.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/index.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/status.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/status/allservices.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/status/allsystems.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/status/parameters.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/storage.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/storage/download.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/storage/upload.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/storage/xfer-internal.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/tasks.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/tasks/task.html (100%) rename {src/tests/template_client => examples/UI-code-flow}/templates/utilities.html (100%) diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml index f4a995d4..e6a37966 100644 --- a/.gitlab-ci.yml +++ b/.gitlab-ci.yml @@ -45,7 +45,7 @@ build_images: if [ "$CI_COMMIT_TAG" != "" ]; then exit 0; fi # build web client - /kaniko/executor --context src/tests/template_client --dockerfile ./Dockerfile \ + /kaniko/executor --context examples/UI-code-flow --dockerfile ./Dockerfile \ --destination ${CI_REGISTRY_PREFIX}/client:${CI_COMMIT_SHORT_SHA} --cleanup # build tester diff --git a/CHANGELOG.md b/CHANGELOG.md index c138538e..49a8f5c0 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,6 +15,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Add description for each parameter in `GET /status/parameters` response. - Add support for Object Storage Tenants in S3v4 object storage. The associated environment variable is `F7T_S3_TENANT` and it can be empty or be `null` or `none` when the tenant is not needed. Otherwise the tenant name has to be set. - The task that is returned from a successful `GET /jobs/acct` would returns the attribute `time`, which is `cputime` from slurm. The attribute will remain and `cputime` and `elapsed` will be also returned. Similarly, `time_left` is actually the time of termination of the jobs. `time_left` will remain for compatibility reasons, but `elapsed` attribute will also be returned. +- Add `examples` directory for practical use cases of FirecREST. ## Changed diff --git a/deploy/demo/docker-compose.yml b/deploy/demo/docker-compose.yml index a7e71169..39e16b57 100644 --- a/deploy/demo/docker-compose.yml +++ b/deploy/demo/docker-compose.yml @@ -180,7 +180,7 @@ services: image: f7t-client container_name: client build: - context: ../../src/tests/template_client + context: ../../examples/UI-code-flow dockerfile: ./Dockerfile network: host networks: diff --git a/examples/UI-client-credentials/Makefile b/examples/UI-client-credentials/Makefile new file mode 100644 index 00000000..6af946d9 --- /dev/null +++ b/examples/UI-client-credentials/Makefile @@ -0,0 +1,9 @@ +current_dir := $(shell pwd) + +build: + docker image rm -f firecrest-live + docker build -f ./docker/Dockerfile -t firecrest-live . +run: + docker run --rm -p 9090:9090 -v ${current_dir}/log:/var/log --name firecrest-live firecrest-live +stop: + docker stop firecrest-live \ No newline at end of file diff --git a/examples/UI-client-credentials/README.md b/examples/UI-client-credentials/README.md new file mode 100644 index 00000000..f36b2bc8 --- /dev/null +++ b/examples/UI-client-credentials/README.md @@ -0,0 +1,64 @@ +# Use Case: Web UI with Client Credentials + +## Introduction + +Example of Web GUI (Graphic User Interface) application on Python (Flask) to interface HCP services using FirecREST. + +This example uses Authentication with an IdP (Identity Provider) with the [Client Credential Workflow](https://oauth.net/2/grant-types/client-credentials/). + +Follow the Configuration guide to adapt your client credentials to the app. + +## Prerequisites + +- Docker installed +- Knowledge of Python + + +## Configuration + +1. Copy the configuration file (`src/config.py.orig`) and rename it as `src/config.py` + +``` +$ cd src +$ cp config.py.orig config.py +``` + +2. Replace the follwing values with the specifics for this training + +``` +... +class DevConfig(Config) + OIDC_CLIENT_ID = "" + OIDC_CLIENT_SECRET = "" + USER_GROUP="" + OIDC_AUTH_BASE_URL = "" + OIDC_AUTH_REALM = "" + FIRECREST_URL="" + SYSTEM_NAME="" + +``` + +- For **debugging** purposes, leave the default values in the variables `SBATCH_TEMPLATE`, `PROBLEM_INI_FILE`, `PROBLEM_MSH_FILE`, and `POST_TEMPLATE`. +- For **testing a "real"** case, use: +``` +PROBLEM_INI_FILE = 'inc-cylinder.ini' +PROBLEM_MSH_FILE = 'inc-cylinder.msh' +SBATCH_TEMPLATE = "cylinder.sh.tmpl" +POST_TEMPLATE = "post_proc.sh.tmpl" +``` + +*In this case, you would need to use [Sarus](https://products.cscs.ch/sarus/)* + +## Build and run + +``` +make build +make run +``` + +- You can check the logs in `log/client.log` +``` +tail -f log/client.log +``` + +Open a browser, and enter [http://localhost:9090](http://localhost:9090) \ No newline at end of file diff --git a/examples/UI-client-credentials/demo/cylinder.sh b/examples/UI-client-credentials/demo/cylinder.sh new file mode 100644 index 00000000..a7806358 --- /dev/null +++ b/examples/UI-client-credentials/demo/cylinder.sh @@ -0,0 +1,29 @@ +#!/bin/bash -l +#SBATCH --job-name=sarus +#SBATCH --time=00:10:00 +#SBATCH --nodes=1 +#SBATCH --partition=debug +#SBATCH --constraint=gpu +#SBATCH --account=test + + +#SBATCH --dependency=afterok:12 + +module load daint-gpu +module load sarus + +step=7 +cd /home/test/dir + +ini=cylinder_${step}.ini +if [ $step -eq 1 ]; then + command="run" + prev="" + else + # there's a previous solution + command="restart" + prev=" solution.pyfrs " +fi +sarus run --mount=type=bind,src=$(pwd),dst=/pyfr --workdir=/pyfr ethcscs/pyfr:1.12.0-cuda11.3-mpich3.1.4-ubuntu20.04 pyfr $command -b cuda -p inc_cylinder_2d.pyfrm ${prev} $ini +cp --force inc_cylinder_2d_20.00.pyfrs solution.pyfrs + diff --git a/examples/UI-client-credentials/demo/demo.sh b/examples/UI-client-credentials/demo/demo.sh new file mode 100644 index 00000000..9fa840b5 --- /dev/null +++ b/examples/UI-client-credentials/demo/demo.sh @@ -0,0 +1,24 @@ +#! /bin/bash -l +#SBATCH --job-name=sarus +#SBATCH --error=job-%j.err +#SBATCH --output=job-%j.out + +# optional parameters +#SBATCH --partition=debug +#SBATCH --account=test +#SBATCH --constraint=gpu + + +#SBATCH --dependency=afterok:12 + + +#SBATCH --ntasks=1 +#SBATCH --tasks-per-node=1 + +step=7 +cd /home/test/dir + +echo -e "$SLURM_JOB_NAME started on $(date)" +sleep 120s +echo "Solution $step" > out_${step}0.00.pyfrs +echo -e "$SLURM_JOB_NAME finished on $(date)" \ No newline at end of file diff --git a/examples/UI-client-credentials/demo/testsbatch.sh b/examples/UI-client-credentials/demo/testsbatch.sh new file mode 100644 index 00000000..3a9c9aa4 --- /dev/null +++ b/examples/UI-client-credentials/demo/testsbatch.sh @@ -0,0 +1,14 @@ +#!/bin/bash +#SBATCH --job-name=f7t_test +#SBATCH --ntasks=1 +#SBATCH --tasks-per-node=1 + + +echo "FirecREST test submit on demo\n" +echo "Host: `hostname`" +echo "Test starts: `date` \n" +echo "Sleeping 120s \n" + +sleep 120s + +echo "Test finishes: `date` \n" diff --git a/examples/UI-client-credentials/docker/Dockerfile b/examples/UI-client-credentials/docker/Dockerfile new file mode 100644 index 00000000..adbd2366 --- /dev/null +++ b/examples/UI-client-credentials/docker/Dockerfile @@ -0,0 +1,15 @@ +FROM python:3.10-alpine + +RUN apk add --no-cache gcc libc-dev libffi-dev + +ADD ./docker/requirements.txt /app/docker/requirements.txt + +RUN pip install -r /app/docker/requirements.txt + +ADD ./ app +WORKDIR app + + +EXPOSE 9090 + +ENTRYPOINT ["python", "src/client.py"] \ No newline at end of file diff --git a/examples/UI-client-credentials/docker/requirements.txt b/examples/UI-client-credentials/docker/requirements.txt new file mode 100644 index 00000000..2f851fda --- /dev/null +++ b/examples/UI-client-credentials/docker/requirements.txt @@ -0,0 +1,12 @@ +pip == 23.3 +Flask == 2.3.2 +markupsafe == 2.1.2 +requests-oauthlib==1.3.1 +bootstrap-flask==2.2.0 +Flask-Session==0.5.0 +Flask-SocketIO==5.3.6 +flask_sslify == 0.1.5 +requests == 2.31.0 +PyJWT[crypto] == 2.4.0 +pyfirecrest == 1.5.1 +Jinja2 == 3.1.2 \ No newline at end of file diff --git a/examples/UI-client-credentials/src/client.py b/examples/UI-client-credentials/src/client.py new file mode 100644 index 00000000..f6cfe658 --- /dev/null +++ b/examples/UI-client-credentials/src/client.py @@ -0,0 +1,791 @@ +import tempfile +import os +import threading +from typing import Union + +from flask import (Flask, g, render_template, request, jsonify, session) +from flask_socketio import SocketIO, emit +from flask_session import Session + +from flask_bootstrap import Bootstrap5 +from werkzeug.utils import secure_filename +from flask_sslify import SSLify + +import jinja2 + +import logging +from logging.handlers import TimedRotatingFileHandler + +import firecrest as f7t + +from config import DevConfig + + + +def create_app(): + app = Flask(__name__) + app.config.from_object(DevConfig) + + Session(app) + + # to have continue, break statements in jinja + app.jinja_env.add_extension('jinja2.ext.loopcontrols') + + return app + + +app = create_app() +async_mode = "threading" +socketio = SocketIO(app, async_mode=async_mode) + +sslify = SSLify(app) # SSL support +bootstrap = Bootstrap5(app) # bootstrap support + +try: + + FIRECREST_URL = app.config["FIRECREST_URL"] + DEBUG = app.config["DEBUG"] + OIDC_CLIENT_ID = app.config["OIDC_CLIENT_ID"] + OIDC_CLIENT_SECRET = app.config["OIDC_CLIENT_SECRET"] + OIDC_AUTH_REALM = app.config["OIDC_AUTH_REALM"] + OIDC_AUTH_BASE_URL = app.config["OIDC_AUTH_BASE_URL"] + + OIDC_AUTH_WEB_ISSUER_URL = f"{OIDC_AUTH_BASE_URL}/auth/realms/{OIDC_AUTH_REALM}" + OIDC_AUTH_TOKEN_URL = f"{OIDC_AUTH_WEB_ISSUER_URL}/protocol/openid-connect/token" + + SYSTEM_NAME = app.config["SYSTEM_NAME"] + SYSTEM_PARTITIONS = app.config["SYSTEM_PARTITIONS"] + SYSTEM_CONSTRAINTS = app.config["SYSTEM_CONSTRAINTS"] + SYSTEM_RESERVATION = app.config["SYSTEM_RESERVATION"] + USER_GROUP = app.config["USER_GROUP"] + + + PROBLEM_SUBDIR = app.config["PROBLEM_SUBDIR"] + PROBLEM_INI_FILE = app.config["PROBLEM_INI_FILE"] + PROBLEM_MSH_FILE = app.config["PROBLEM_MSH_FILE"] + SBATCH_TEMPLATE = app.config["SBATCH_TEMPLATE"] + POST_TEMPLATE = app.config["POST_TEMPLATE"] + +except KeyError as ke: + app.logger.error(f"Error in configuration file: {ke}") + + +# global variables +JOB_LIST = {} +JOB_DIR = None +POST_JOB_ID = None +SYSTEM_BASE_DIR = None + +authN = f7t.ClientCredentialsAuth(OIDC_CLIENT_ID, OIDC_CLIENT_SECRET, OIDC_AUTH_TOKEN_URL) + +f7t_client = f7t.Firecrest( + firecrest_url=FIRECREST_URL, authorization=authN +) + +def is_system_avail_f7t(system_name: str) -> bool: + ''' + - Name: `is_system_avail_f7t` + - Description: + This function should return `True` if the `system_name` is available, otherwise `False` + - Params: + - `system_name`: str + - Returns: + - `bool` + ''' + + try: + system = f7t_client.system(system_name) + + if system["status"] == "available": + return True + + return False + + except f7t.FirecrestException as fe: + app.logger.debug(f"Error getting username: {fe} ") + return False + + +def list_files_with_f7t(system_name: str, target_path: str) -> list: + ''' + - Name: `list_files_dir` + - Description: + This function should return a list of files on `target_path` on the `system_name`. + In case of error, it should return None + - Params: + - `system_name`: str + - `target_path`: str + - Returns: + - `list` | `None` + ''' + + try: + return f7t_client.list_files(system_name,target_path) + except f7t.FirecrestException as fe: + app.logger.debug(f"Error listing files in directory {target_path}: {fe} ") + return None + + + +def get_username_with_f7t(system_name): + ''' + - Name: `get_username_with_f7t` + - Description: + This function should return the username of the current OIDC credential owner + Returns None if the username is not found + - Params: + - `system_name`: str + - Returns: + - str|None + ''' + + try: + return f7t_client.whoami(system_name) + except f7t.FirecrestException as fe: + app.logger.debug(f"Error getting username: {fe} ") + return None + +def get_base_fs_with_f7t(system_name: str) -> str: + ''' + - Name: `get_avail_fs_with_f7t` + - Description This function should return a python dictionary of + `{"system_name":"system_base_dir" }` being `system_base_dir` the `mounted` filesystem for the `system_name` + - Params: + - `system_name: str` + - Returns: + - `None` + ''' + + try: + storage_params = f7t_client.parameters()["storage"] + + for st_param in storage_params: + if st_param["name"] == "FILESYSTEMS": + fs_values = st_param["value"] + for value in fs_values: + if value["system"] == system_name: + if DEBUG: + app.logger.debug(f"Base FS found in {system_name}: {value['mounted'][0]}") + return value["mounted"][0] + + except f7t.FirecrestException as fe: + app.logger.debug(f"Error getting username: {fe} ") + return None + + return None + + +def submit_job_with_f7t(system_name: str, job_script: str) -> dict: + + ''' + - Name: `submit_job_with_f7t` + - Description: submit a job in a given `system_name` for a given sbatch path in `job_script` + - If the job was submitted correctly should return a dictionary : `{"job": firecrest.types.JobSubmit, "error": 0}` + - If the job couldn't be submitted should return a dictionary : `{"job": "error description", "error": 1}` + - Params: + - `system_name`: str + - `job_script` : str + + - Returns: + - `dict` + + ''' + + try: + job = f7t_client.submit(system_name, job_script) + + return {"job": job, "error": 0} + except f7t.FirecrestException as fe: + app.logger.debug(f"Error submitting job: {fe} ") + return {"job": f"Error submitting job: {fe} ", "error": 1} + + + +def mkdir_with_f7t(system_name: str, target_path: str) -> bool: + + ''' + - Name: mkdir_with_f7t + - Description: creates a directory using FirecREST. Returns `True` if the directory was created, or `False` otherwise + If the parent directory doesn't exist, it has to be created. + - Params: + - `system_name`: str + - `target_path` + - Returns: + - `bool` + + ''' + + try: + f7t_client.mkdir(system_name, target_path, p=True) + return True + except f7t.FirecrestException as fe: + app.logger.debug(f"Error creating directory {target_path}: {fe} ") + return False + +def list_jobs_with_f7t(system_name: str, job_ids: list[int]) -> dict: + ''' + - Name: list_jobs_with_f7t + - Description: list queued and passed (completed, cancelled, pending, etc) + in a specific `system_name` and filtered by a specific list of job IDs (`job_ids`) + + If the job_ids list is empty return {"jobs":[], "error": 0}, + otherwise a list of `firecrest.types.JobQueue` + + - Parameters: + - `system_name`: str + - `job_ids`: list[int] + + - Returns + - dict: {"jobs": Union[firecrest.types.JobQueue | list [] ], "error": int} + ''' + + if len(job_ids) == 0: + return {"jobs": [], "error": 0} + + try: + + jobs = f7t_client.poll(system_name,jobs=job_ids) + + if len(jobs) == 0: + return {"jobs": [] , "error":0} + + if DEBUG: + for job in jobs: + app.logger.debug(job) + + return {"jobs": jobs, "error":0} + + except f7t.FirecrestException as fe: + app.logger.error(f"Error listing jobs: {fe}") + + return {"jobs": [], "error": 1} + + + + + + +def mkdir(jobName): + + username = get_username_with_f7t(SYSTEM_NAME) + if username == None: + return {"error": 1, "msg":f"Error creating directory: couldn't get username"} + + targetPath = f"{SYSTEM_BASE_DIR}/{username}/{PROBLEM_SUBDIR}/{jobName}" + if DEBUG: + app.logger.debug(f"targetPath: {targetPath}") + + if mkdir_with_f7t(SYSTEM_NAME,targetPath): + return {"error": 0, "msg": f"Directory {targetPath} created"} + + return {"error": 1, "msg":f"Error creating directory {targetPath}"} + + +@app.route("/list_files", methods=["GET"]) +def list_files(): + + targetPath = request.args.get('path',None) + + if targetPath == None: + return jsonify(rows=[]), 400 + + files = list_files_with_f7t(SYSTEM_NAME, targetPath) + + if files == None: + return jsonify(rows=[]), 400 + + return jsonify(rows=files), 200 + +@app.route("/list_jobs", methods=["GET"]) +def list_jobs(): + + global JOB_LIST + + if DEBUG: + app.logger.debug(f"Job list to query: {list(JOB_LIST.keys())}") + + f7t_jobs = list_jobs_with_f7t(SYSTEM_NAME, list(JOB_LIST.keys())) + + if f7t_jobs["error"] == 0: + return {"rows": f7t_jobs["jobs"]} + + + return jsonify(response="Error listing jobs"), 400 + + +@app.route("/results", methods=["GET"]) +def results(): + + global POST_JOB_ID + + try: + + resultImage = f"{session['jobDir']}/imag.gif" + targetPath=f"/app/src/static/{POST_JOB_ID}.gif" + imgPath = f"/static/{POST_JOB_ID}.gif" + + if DEBUG: + app.logger.debug(f"source_path: {resultImage}") + app.logger.debug(f"target_path: {targetPath}") + + dwn = f7t_client.simple_download(machine=SYSTEM_NAME, + source_path=resultImage, + target_path=targetPath) + + return jsonify(data=imgPath), 200 + + except f7t.FirecrestException as fe: + app.logger.error(f"Download error {fe}") + return jsonify(data=f"Download error {fe}"), 400 + + except Exception as e: + if DEBUG: + app.logger.error(f"Download error: {e}") + + return jsonify(data=f"Download error: {e}"), 400 + + +def write_sbatch(jobTemplate, jobName="f7t_test", ntasks=1, account=None, partition=None, + constraint=None,reservation=None,jobDir=None, problem_ini_file=None, problem_msh_file=None,step=1,lastJobId=None): + + try: + # sbatch templates directory + basePath = os.path.abspath(os.path.dirname(__file__)) + templatesPath = f"{basePath}/sbatch_templates/" + + if DEBUG: + app.logger.debug(f"Sbatch Template: {templatesPath} / {jobTemplate}") + + # create environment + jinja_env = jinja2.Environment(loader=jinja2.FileSystemLoader(templatesPath)) + + jinja_template = jinja_env.get_template(jobTemplate) + + except jinja2.exceptions.TemplateNotFound as tnf: + if DEBUG: + app.logger.error(f"Template {jobTemplate} not found") + app.logger.error(f"Error: {tnf}") + return {"error": 1, "msg":"Couldn't create sbatch file"} + except Exception as e: + if DEBUG: + app.logger.error(f"Template {jobTemplate} not found") + app.logger.error(f"Error: {e}") + return {"error": 1, "msg":"Couldn't create sbatch file"} + + + try: + # creating temp sbatch file in client to upload in SYSTEM_NAME + td = tempfile.mkdtemp(prefix="job") + + sbatch_file_path = f"{td}/sbatch-job.sh" + + if DEBUG: + app.logger.info(f"Creating file: {sbatch_file_path}") + + with open(sbatch_file_path, "w") as sf: + # replace templates variables with values + sf.write(jinja_template.render(jobName=jobName, partition=partition, account=account, + constraint=constraint, reservation=reservation, lastJobId=lastJobId, ntasks=ntasks, step=step, + jobDir=jobDir, problem_ini_file=problem_ini_file, problem_msh_file=problem_msh_file)) + + if DEBUG: + app.logger.info(f"Created file: {sbatch_file_path}") + + except IOError as ioe: + if DEBUG: + app.logger.debug(ioe.message) + return {"error": 1, "msg":"Couldn't create sbatch file"} + + except Exception as e: + if DEBUG: + app.logger.error(e) + app.logger.error(type(e)) + return {"error": 1, "msg":"Couldn't create sbatch file"} + + + return {"error": 0, "path":sbatch_file_path} + + +def background_submit_postproc(jobTemplate,jobName,ntasks,partition,constraint,reservation,targetPath, + problem_ini_file, problem_msh_file): + + global JOB_LIST + global POST_JOB_ID + + try: + + # write sbatch file using the jobTemplate + + res = write_sbatch(jobTemplate=jobTemplate, jobName=f"{jobName}_post",ntasks=ntasks,account=USER_GROUP, partition=partition, + constraint=constraint, reservation=reservation, jobDir=targetPath, problem_ini_file=problem_ini_file, problem_msh_file=problem_msh_file) + except Exception as e: + app.logger.error(e) + + socketio.emit("error", {"data":f"Error writing sbatch file for {jobName}_post ({e}"}) + # if the first step fails, then return the error to the frontend + return {"data": f"Error writing sbatch file for {jobName}_post ({e}", "status": 400} + + # if the sbatch writing worked, then continue submitting jobs + job_script = res["path"] + job_submitted = submit_job_with_f7t(system_name=SYSTEM_NAME, job_script=job_script) + + if job_submitted["error"] == 1: + + socketio.emit("error", {"data":f"Error submitting job {jobName}_post ({job_submitted['job']}"}) + return {"data": f"Error submitting job {jobName}_post ({job_submitted['job']}", "status": 400} + + job = job_submitted["job"] + + socketio.emit("success", {"data":f"Job {jobName}_post submitted correctly (jobid: {job['jobid']})"}) + + POST_JOB_ID = job["jobid"] + JOB_LIST[job["jobid"]] = job_submitted["error"] + + if DEBUG: + app.logger.debug(f"Job submission data: {job}") + + return {"data": "Postprocess job submitted correctly", "status": 200} + + +def background_submit_task(steps,jobTemplate,jobName,ntasks,partition,constraint,reservation,targetPath, + problem_ini_file, problem_msh_file, isPostProcess): + + global JOB_LIST + global POST_JOB_ID + + lastJobId = 0 + + for step in range(1,steps+1): + + if step == 1: + # if this is the first step, then enchained job is not needed + + try: + + # write sbatch file using the jobTemplate + + res = write_sbatch(jobTemplate=jobTemplate, jobName=f"{jobName}_{step}",ntasks=ntasks,account=USER_GROUP, partition=partition, + constraint=constraint, reservation=reservation, jobDir=targetPath, problem_ini_file=problem_ini_file, problem_msh_file=problem_msh_file, step=step) + except Exception as e: + app.logger.error(e) + + socketio.emit("error", {"data":f"Error writing sbatch file for {jobName}_{step} ({e}"}) + # if the first step fails, then return the error to the frontend + return {"data": f"Error writing sbatch file for {jobName}_{step} ({e}", "status": 400} + + else: + # step is not the first one + try: + res = write_sbatch(jobTemplate=jobTemplate,jobName=f"{jobName}_{step}", ntasks=1, account=USER_GROUP, partition=partition, + constraint=constraint, reservation=reservation, jobDir=targetPath, problem_ini_file=problem_ini_file, problem_msh_file=problem_msh_file, step=step,lastJobId=lastJobId ) + except Exception as e: + app.logger.error(e) + + socketio.emit("error", {"data":f"Error writing sbatch file for {jobName}_{step} ({e}"}) + # if writing the next sbatch fails, then the whole process can't continue + return {"data":f"Error writing sbatch file for {jobName}_{step} ({e}", "status": 400} + + if res["error"] == 1: + + socketio.emit("error", {"data":f"Error writing sbatch file for {jobName}_{step} ({res['msg']}"}) + return {"data":f"Error writing sbatch file for {jobName}_{step} ({res['msg']}", "status": 400} + + # if the sbatch writing worked, then continue submitting jobs + job_script = res["path"] + + try: + + # so token is refreshed + job_submitted = submit_job_with_f7t(system_name=SYSTEM_NAME, job_script=job_script) + + if job_submitted["error"] == 1: + + socketio.emit("error", {"data":f"Error submitting job {jobName}_{step} ({job_submitted['job']}"}) + return {"data": f"Error submitting job {jobName}_{step} ({job_submitted['job']}", "status": 400} + + job = job_submitted["job"] + + socketio.emit("success", {"data":f"Job {jobName}_{step} submitted correctly (jobid: {job['jobid']})"}) + + if DEBUG: + app.logger.debug(f"Job submission data: {job}") + + + + lastJobId = job["jobid"] + data = job + status = 200 + if step == 1 and not isPostProcess: + # for the first job: + # session information and directory to the targetPath + JOB_LIST = {} + elif isPostProcess: + POST_JOB_ID = lastJobId + + if DEBUG: + app.logger.debug(f"Job list: {JOB_LIST}") + + # JOB_LIST global variable updated: JOB_LIST = {"": """} + + JOB_LIST[job["jobid"]] = job_submitted["error"] + + except f7t.FirecrestException as fe: + + if DEBUG: + app.logger.debug(f"Job submission error: {fe}") + + data = f"Job submission error: {fe}" + status = 400 + + return {"data": data, "status": status} + + except Exception as e: + if DEBUG: + app.logger.error(f"Job submission error: {e}") + + data = f"Job submission error: {e}" + status = 400 + + return {"data": data, "status": status} + + return {"data": "All jobs submitted correctly", "status": 200} + + +@app.route("/submit_job", methods=["POST"]) +def submit_job(): + global SYSTEM_RESERVATION + global PROBLEM_MSH_FILE + global PROBLEM_INI_FILE + + reservation = None + if SYSTEM_RESERVATION != '': + reservation = SYSTEM_RESERVATION + if DEBUG: + app.logger.debug(f"Reservation to use: {reservation}") + + problem_ini_file = None + if PROBLEM_INI_FILE != '': + problem_ini_file = PROBLEM_INI_FILE + if DEBUG: + app.logger.debug(f"Problem Ini File to use: {problem_ini_file}") + + problem_msh_file = None + if PROBLEM_MSH_FILE != '': + problem_msh_file = PROBLEM_MSH_FILE + if DEBUG: + app.logger.debug(f"Problem Ini File to use: {problem_msh_file}") + + try: + ntasks = request.form["numberOfNodes"] + except Exception as e: + if DEBUG: + app.logger.warning(e) + ntasks = 1 + + try: + jobName = request.form["jobName"] + except Exception as e: + if DEBUG: + app.logger.warning(e) + jobName = "f7t_test" + + try: + partition = request.form["partition"] + except Exception as e: + if DEBUG: + app.logger.error(e) + partition = None + + try: + constraint = request.form["constraint"] + except Exception as e: + if DEBUG: + app.logger.error(e) + constraint = None + + try: + steps = int(request.form["steps"]) + except Exception as e: + if DEBUG: + app.logger.error(e) + steps = None + + try: + isPostProcess = bool(request.form["isPostProcess"]) + except Exception as e: + if DEBUG: + app.logger.debug("Not a postprocess job") + isPostProcess = False + + + # created directory for the test in SYSTEM_BASE_DIR/username/PROBLEM_SUBDIR/jobName + # ie: $SCRATCH/PyFr/examples/cylinder_inc/job_123456 + # if isPostProcess, then the directory /post is attached to JobName + jobTemplate = SBATCH_TEMPLATE + + username = get_username_with_f7t(SYSTEM_NAME) + if username == None: + return jsonify(data=f"Error at getting username"), 400 + + targetPath = f"{SYSTEM_BASE_DIR}/{username}/{PROBLEM_SUBDIR}/{jobName}" + if DEBUG: + app.logger.debug(f"targetPath: {targetPath}") + + # if it's a postprocess job, add "/post" to the name + # and change template + if isPostProcess: + # jobName=f"{jobName}_post" + jobTemplate = POST_TEMPLATE + + else: + # if it is not a postprocess, a new directory should be created + res_mkdir = mkdir(jobName=jobName) + if res_mkdir["error"] != 0: + return jsonify(data=res_mkdir["msg"]), 400 + + + if not isPostProcess: + + for pf_path in [problem_ini_file, problem_msh_file]: + + if pf_path == None: + continue + + basePath = os.path.abspath(os.path.dirname(__file__)) + sourcePath = f"{basePath}/problem_files/{pf_path}" + + try: + if DEBUG: + app.logger.debug(f"Uploading {sourcePath} to {targetPath}") + + upload_file = f7t_client.simple_upload(SYSTEM_NAME,source_path=sourcePath,target_path=targetPath) + + except f7t.FirecrestException as fe: + app.logger.error(f"Error Uploading {sourcePath} to {targetPath}: {fe}") + + return jsonify(data="Error uploading initial data"), 400 + else: + # if is postprocess, upload the post_proc.py file + basePath = os.path.abspath(os.path.dirname(__file__)) + sourcePath = f"{basePath}/sbatch_templates/post_proc.py" + + try: + + app.logger.info(f"Checking if file {targetPath}/post_proc.py exists") + + files = f7t_client.list_files(SYSTEM_NAME,targetPath) + + found = False + for f in files: + if f["name"] == "post_proc.py": + app.logger.info("File found, skipping uploading") + found = True + break + + if not found: + if DEBUG: + app.logger.debug("File not found, uploading") + app.logger.debug(f"Uploading {sourcePath} to {targetPath}") + + upload_file = f7t_client.simple_upload(SYSTEM_NAME,source_path=sourcePath,target_path=targetPath) + + + except f7t.FirecrestException as fe: + app.logger.error(f"Error Uploading {sourcePath} to {targetPath}: {fe}") + + return jsonify(data="Error copying initial data"), 400 + + if isPostProcess: + bgtask = threading.Thread(target=background_submit_postproc, + args=(jobTemplate,jobName,ntasks,partition,constraint,reservation,targetPath, + problem_ini_file, problem_msh_file)) + else: + bgtask = threading.Thread(target=background_submit_task, + args=(steps,jobTemplate,jobName,ntasks,partition,constraint,reservation,targetPath, + problem_ini_file, problem_msh_file, isPostProcess)) + + bgtask.start() + session.clear() + + session["jobDir"] = targetPath + session["jobName"] = jobName + session["partition"] = partition + session["constraint"] = constraint + session["steps"] = steps + session["numberOfNodes"] = ntasks + session["activePost"] = isPostProcess + + if DEBUG: + app.logger.debug("Information about job submission") + app.logger.debug(f"jobDir: {session['jobDir']}") + app.logger.debug(f"jobName: {session['jobName']}") + + return jsonify(data="Batch started"), 200 + + +@app.before_request +def before_request(): + g.user = get_username_with_f7t(SYSTEM_NAME) + app.logger.debug(g.user) + + +@app.route("/",methods=["GET","POST"]) +def live(): + '''Function to live dashboard''' + + global SYSTEM_BASE_DIR + + system_status = "undefined" + if is_system_avail_f7t(SYSTEM_NAME): + system_status = "avail" + SYSTEM_BASE_DIR = get_base_fs_with_f7t(SYSTEM_NAME) + else: + system_status="notavail" + + status = 200 + jobPath = f"{SYSTEM_BASE_DIR}/{g.user}/{PROBLEM_SUBDIR}/" + + data = {"partitions": SYSTEM_PARTITIONS, "constraints": SYSTEM_CONSTRAINTS, + "system": SYSTEM_NAME, "job_dir":jobPath, "system_status": system_status} + + if request.method == "POST": + msg = None + error = None + + try: + msg = request.form["msg"] + error = request.form["error"] + except Exception as e: + app.logger.warning(e) + + return render_template("live.html", data=data, status=status, msg=msg, error=error) + + + return render_template('live.html', data=data, status=status, error=0) + + + + +if __name__ == '__main__': + logHandler = TimedRotatingFileHandler('/var/log/client.log', when='D', interval=1) + + logFormatter = logging.Formatter('%(asctime)s,%(msecs)d %(levelname)-8s [%(filename)s:%(lineno)d] %(message)s', + '%Y-%m-%d:%H:%M:%S') + logHandler.setFormatter(logFormatter) + logHandler.setLevel(logging.DEBUG) + + # get app log (Flask+werkzeug+python) + logger = logging.getLogger() + + logger.addHandler(logHandler) + + USE_SSL = app.config['USE_SSL'] + + CLIENT_PORT = app.config["CLIENT_PORT"] + + if not USE_SSL: + socketio.run(app,host='0.0.0.0',port=CLIENT_PORT,allow_unsafe_werkzeug=True) + else: + SSL_PEM = app.config['SSL_PEM'] + SSL_KEY = app.config['SSL_KEY'] + socketio.run(app,host='0.0.0.0', ssl_context=(SSL_PEM, SSL_KEY), port=CLIENT_PORT) diff --git a/examples/UI-client-credentials/src/config.py.orig b/examples/UI-client-credentials/src/config.py.orig new file mode 100644 index 00000000..98240103 --- /dev/null +++ b/examples/UI-client-credentials/src/config.py.orig @@ -0,0 +1,27 @@ +class Config: + '''Base configuration class for the Flask app''' + + +class DevConfig(Config): + '''Class for development configuration''' + DEBUG = True + OIDC_CLIENT_ID = "" + OIDC_CLIENT_SECRET = "" + OIDC_AUTH_REALM = "firecrest-clients" + OIDC_AUTH_BASE_URL = "https://auth.cscs.ch" + SECRET_KEY = 'A_SECRET_STRING' + SESSION_TYPE = "filesystem" + FIRECREST_URL='https://firecrest.cscs.ch' + SYSTEM_NAME='daint' + SYSTEM_PARTITIONS=['normal'] + SYSTEM_RESERVATION='firecrest_api' + USER_GROUP='' + SYSTEM_CONSTRAINTS=['gpu'] + PROBLEM_SUBDIR = "f7t_demo" + PROBLEM_INI_FILE = '' + PROBLEM_MSH_FILE = '' + SBATCH_TEMPLATE = "demo.sh.tmpl" + POST_TEMPLATE = "demo_post.sh.tmpl" + CLIENT_PORT = 9090 + # SSL configuration + USE_SSL = False \ No newline at end of file diff --git a/examples/UI-client-credentials/src/problem_files/inc-cylinder.ini b/examples/UI-client-credentials/src/problem_files/inc-cylinder.ini new file mode 100644 index 00000000..25605e70 --- /dev/null +++ b/examples/UI-client-credentials/src/problem_files/inc-cylinder.ini @@ -0,0 +1,84 @@ +[backend] +precision = double +rank-allocator = linear + +[constants] +nu = 0.005 +Uin = 1.0 +Vin = 0.0 +Pc = 1.0 +ac-zeta = 2.5 + +[solver] +system = ac-navier-stokes +order = 3 + +[solver-time-integrator] +formulation = dual +scheme = bdf2 +pseudo-scheme = rk34 +controller = none +pseudo-controller = local-pi +tstart = 0.0 +tend = 20.0 +dt = 0.0125 +pseudo-dt = 0.0025 +pseudo-niters-min = 3 +pseudo-niters-max = 3 +pseudo-resid-norm = l2 +pseudo-resid-tol = 1e-12 +atol = 1e-6 +pseudo-dt-max-mult = 2.5 + +[solver-dual-time-integrator-multip] +pseudo-dt-fact = 1.75 +cycle = [(3, 1), (2, 1), (1, 1), (0, 2), (1, 1), (2, 1), (3, 4)] + +[solver-interfaces] +riemann-solver = rusanov +ldg-beta = 0.5 +ldg-tau = 0.1 + +[solver-interfaces-line] +flux-pts = gauss-legendre + +[solver-elements-tri] +soln-pts = williams-shunn + +[solver-elements-quad] +soln-pts = gauss-legendre + +[soln-plugin-nancheck] +nsteps = 50 + +[soln-plugin-pseudostats] +flushsteps = 20 +file = residual.csv +header = true + +[soln-plugin-writer] +dt-out = 5.0 +basedir = . +basename = inc_cylinder_2d_{t:.2f} + +[soln-bcs-wall] +type = no-slp-wall + +[soln-bcs-inlet] +type = ac-char-riem-inv +ac-zeta = 180 +p = Pc +u = Uin +v = Vin + +[soln-bcs-outlet] +type = ac-char-riem-inv +ac-zeta = 180 +p = Pc +u = Uin +v = Vin + +[soln-ics] +u = Uin +v = Vin +p = Pc \ No newline at end of file diff --git a/examples/UI-client-credentials/src/problem_files/inc-cylinder.msh b/examples/UI-client-credentials/src/problem_files/inc-cylinder.msh new file mode 100644 index 00000000..9df4010a --- /dev/null +++ b/examples/UI-client-credentials/src/problem_files/inc-cylinder.msh @@ -0,0 +1,10887 @@ +$MeshFormat +2.2 0 8 +$EndMeshFormat +$PhysicalNames +4 +1 1 "wall" +1 2 "inlet" +1 3 "outlet" +2 4 "fluid" 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1206 526 425 1232 1234 +$EndElements diff --git a/examples/UI-client-credentials/src/sbatch_templates/cylinder.sh.tmpl b/examples/UI-client-credentials/src/sbatch_templates/cylinder.sh.tmpl new file mode 100644 index 00000000..ab3c3187 --- /dev/null +++ b/examples/UI-client-credentials/src/sbatch_templates/cylinder.sh.tmpl @@ -0,0 +1,46 @@ +#!/bin/bash -l +#SBATCH --job-name={{ jobName }} +#SBATCH --time=00:10:00 +#SBATCH --nodes={{ ntasks }} +#SBATCH --partition={{ partition }} +#SBATCH --constraint={{ constraint }} +#SBATCH --account={{ account }} +#SBATCH --error=slurm-{{ jobName }}-%j.err +#SBATCH --output=slurm-{{ jobName }}-%j.out +{% if reservation is not none %} +#SBATCH --reservation={{ reservation }} +{% endif %} + + +{% if step != 1 %} +{# if step is 1, then no dependency should be added #} +#SBATCH --dependency=afterok:{{ lastJobId }} +{% endif %} +module load daint-gpu +module load sarus + +sarus pull ethcscs/pyfr:1.12.0-cuda11.3-mpich3.1.4-ubuntu20.04 + +step={{ step }} +cd {{ jobDir }} + +ini=inc-cylinder_${step}.ini + +let p=step-1 +# sed -e 's#TSTART#tstart = '${p}.0'#' -e 's#TEND#tend = '${step}.1'#' < {{ problem_ini_file }} > $ini +sed -e 's/tstart = .*/tstart = '${p}.0'/' -e 's/tend = .*/tend = '${step}.1'/' < {{ problem_ini_file }} > $ini + +if [ $step -eq 1 ]; then + # if first step: import the mesh + sarus run --mount=type=bind,src=$(pwd),dst=/pyfr ethcscs/pyfr:1.12.0-cuda11.3-mpich3.1.4-ubuntu20.04 pyfr import -tgmsh /pyfr/{{ problem_msh_file }} /pyfr/inc-cylinder.pyfrm + command="run" + prev="" + else + # there's a previous solution + command="restart" + prev=" solution.pyfrs " +fi + + +sarus run --mount=type=bind,src=$(pwd),dst=/pyfr --workdir=/pyfr ethcscs/pyfr:1.12.0-cuda11.3-mpich3.1.4-ubuntu20.04 pyfr $command -b cuda -p inc-cylinder.pyfrm ${prev} $ini +cp --force inc_cylinder_2d_0.00.pyfrs solution.pyfrs diff --git a/examples/UI-client-credentials/src/sbatch_templates/demo.sh.tmpl b/examples/UI-client-credentials/src/sbatch_templates/demo.sh.tmpl new file mode 100644 index 00000000..4d01b263 --- /dev/null +++ b/examples/UI-client-credentials/src/sbatch_templates/demo.sh.tmpl @@ -0,0 +1,28 @@ +#! /bin/bash -l +#SBATCH --job-name={{ jobName }} +#SBATCH --error=job-%j.err +#SBATCH --output=job-%j.out + +# optional parameters +#SBATCH --partition={{ partition }} +#SBATCH --account={{ account }} +#SBATCH --constraint={{ constraint }} +{% if reservation is not none %} +#SBATCH --reservation={{ reservation }} +{% endif %} + +{% if step != 1 %} +{# if step is 1, then no dependency should be added #} +#SBATCH --dependency=afterok:{{ lastJobId }} +{% endif %} + +#SBATCH --ntasks={{ ntasks }} +#SBATCH --tasks-per-node=1 + +step={{ step }} +cd {{ jobDir }} + +echo -e "$SLURM_JOB_NAME started on $(date)" +sleep 30s +echo "Solution $step" > out_${step}0.00.pyfrs +echo -e "$SLURM_JOB_NAME finished on $(date)" \ No newline at end of file diff --git a/examples/UI-client-credentials/src/sbatch_templates/demo_post.sh.tmpl b/examples/UI-client-credentials/src/sbatch_templates/demo_post.sh.tmpl new file mode 100644 index 00000000..667c6170 --- /dev/null +++ b/examples/UI-client-credentials/src/sbatch_templates/demo_post.sh.tmpl @@ -0,0 +1,20 @@ +#!/bin/bash -l +#SBATCH --job-name={{ jobName }} +#SBATCH --account={{ account }} +#SBATCH --time=00:05:00 +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --partition={{ partition }} +#SBATCH --constraint={{ constraint }} +{% if reservation is not none %} +#SBATCH --reservation={{ reservation }} +{% endif %} + +export workdir={{ jobDir }} +export final_output_dir={{ jobDir }} + +# download gif to later show, first waits 30s + +sleep 30s + +curl --url https://i.gifer.com/embedded/download/Goz5.gif --output ${final_output_dir}/imag.gif \ No newline at end of file diff --git a/examples/UI-client-credentials/src/sbatch_templates/post_proc.py b/examples/UI-client-credentials/src/sbatch_templates/post_proc.py new file mode 100644 index 00000000..ce4a7d20 --- /dev/null +++ b/examples/UI-client-credentials/src/sbatch_templates/post_proc.py @@ -0,0 +1,74 @@ +# script provided by Jean M. Favre +# to be run with pvbatch, which is the batch-mode executable for ParaView: +# execute the next two lines: + +# module load daint-gpu ParaView; srun -C gpu -N1 -n1 -t 00:05:00 -A csstaff -p debug pvbatch post_proc.py +# convert /scratch/snx3000/eirinik/results/imag.*png /scratch/snx3000/eirinik/imag.gif + +from paraview.simple import * + +import glob +import sys + +workdir = sys.argv[1] +fnames = glob.glob(f"{workdir}/*.vtu") +fnames.sort() + +renderView1 = GetRenderView() +renderView1.ViewSize = [800, 512] +renderView1.InteractionMode = '2D' +renderView1.AxesGrid = 'GridAxes3DActor' +renderView1.CenterOfRotation = [13.5, 0.0, 0.0] +renderView1.StereoType = 'Crystal Eyes' +renderView1.CameraPosition = [13.5, 0.0, 8000.0] +renderView1.CameraFocalPoint = [13.5, 0.0, 0.0] +renderView1.CameraFocalDisk = 1.0 +renderView1.CameraParallelScale = 15 + +# init the 'GridAxes3DActor' selected for 'AxesGrid' +renderView1.AxesGrid.Visibility = 1 + +reader = XMLUnstructuredGridReader(FileName=fnames) +reader.PointArrayStatus = ['Velocity', 'Pressure'] +reader.UpdatePipelineInformation() + +nb_of_timesteps = len(reader.TimestepValues) +print("Found ", nb_of_timesteps, " timesteps: ", reader.TimestepValues) +renderView1.ViewTime = reader.TimestepValues[-1] # force reading of last timestep to initialize color properly + + +# create a new 'Contour' +contour1 = Contour(Input=reader) +contour1.ContourBy = ['POINTS', 'Pressure'] +contour1.Isosurfaces = [0.8630544543266296, 0.16583216190338135, 0.32077044910854763, 0.4757087363137139, 0.6306470235188801, 0.7855853107240465, 0.9405235979292128, 1.095461885134379, 1.2504001723395453, 1.4053384595447116, 1.560276746749878] +contour1.UpdatePipeline() + +rep0 = Show(reader, renderView1) +rep0.Representation = 'Surface' +ColorBy(rep0,('POINTS', 'Pressure')) + +rep1 = Show(contour1, renderView1) +rep1.Representation = 'Surface' +ColorBy(rep1,('POINTS', 'Pressure')) + +pressureLUT = GetColorTransferFunction('Pressure') +pressureLUT.RescaleTransferFunction(0.1, 1.6) + +rep0.SetScalarBarVisibility(renderView1, True) + +scalar_bar = GetScalarBar(pressureLUT, renderView1) +scalar_bar.ScalarBarLength = [0.98] +scalar_bar.LabelFormat = '%.1f' +scalar_bar.RangeLabelFormat = '%.1f' +scalar_bar.TitleJustification = 'Centered' +scalar_bar.AutoOrient = 0 +scalar_bar.Orientation = 'Horizontal' + +renderView1.OrientationAxesVisibility = 0 + +renderView1.CenterAxesVisibility = 0 + + +for i, t in enumerate(reader.TimestepValues): + GetActiveView().ViewTime = reader.TimestepValues[i] + SaveScreenshot(f"{workdir}/imag.{t:04}.png") diff --git a/examples/UI-client-credentials/src/sbatch_templates/post_proc.sh.tmpl b/examples/UI-client-credentials/src/sbatch_templates/post_proc.sh.tmpl new file mode 100644 index 00000000..ea3fe909 --- /dev/null +++ b/examples/UI-client-credentials/src/sbatch_templates/post_proc.sh.tmpl @@ -0,0 +1,36 @@ +#!/bin/bash -l +#SBATCH --job-name="{{ jobName }}" +#SBATCH --account={{ account }} +#SBATCH --time=00:05:00 +#SBATCH --nodes={{ ntasks }} +#SBATCH --ntasks-per-node=1 +#SBATCH --partition={{ partition }} +#SBATCH --constraint={{ constraint }} +#SBATCH --error=slurm-{{ jobName }}-%j.err +#SBATCH --output=slurm-{{ jobName }}-%j.out +{% if reservation is not none %} +#SBATCH --reservation={{ reservation }} +{% endif %} + +module load sarus daint-gpu ParaView + +export workdir={{ jobDir }} +export final_output_dir={{ jobDir }} + +cd {{ jobDir }} + +module load sarus daint-gpu ParaView +for a in *.pyfrs; 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zP{2#!a_Qp7i&{`4>g!TxXfUmD_F WI>!)cE+dA%oQ{UB`e!xEfd3CCp6P-B literal 0 HcmV?d00001 diff --git a/examples/UI-client-credentials/src/templates/base.html b/examples/UI-client-credentials/src/templates/base.html new file mode 100644 index 00000000..21f4990f --- /dev/null +++ b/examples/UI-client-credentials/src/templates/base.html @@ -0,0 +1,36 @@ + + + + {% block head %} + + + + + {% block styles %} + + {{ bootstrap.load_css() }} + {% endblock %} + + {% block title %} + + + {% endblock %} + + {% endblock %} + + + + {% block content %}{% endblock %} + + {% block scripts %} + + {{ bootstrap.load_js() }} + {% endblock %} + + + + + + + + diff --git a/examples/UI-client-credentials/src/templates/live.html b/examples/UI-client-credentials/src/templates/live.html new file mode 100644 index 00000000..666ea0d1 --- /dev/null +++ b/examples/UI-client-credentials/src/templates/live.html @@ -0,0 +1,648 @@ +{% extends "base.html" %} + +{% block head %} + {{ super () }} + + + + + + {% block title %} + FirecREST Live + {% endblock title %} +{% endblock head%} + + +{% block style %} +{{ super() }} + + +{% endblock style %} + +{% block scripts %} + + + +{{ super() }} + + + + + + + + + + + +{% endblock scripts %} + +{% block content %} + + +
+
+ + +
+
+ + + + + + + + + +

FirecREST Live

+ +
+ +{% if error == "0" %} + + + + + + + + +{% elif error == "1" %} + + + + +{% endif %} + +
+
+
+

Jobs for user {{ g.user }} in {{ data["system"] }}

+
+
+ {% if data["system_status"] is defined %} + {% if data["system_status"] == "avail" %} + System available + + {% elif data["system_status"] == "notavail" %} + System not available + {% else %} + FirecREST not working + {% endif %} + + {% endif %} + +
+ +
+ + + + +
+
+ + + + + + + + + + + + + +
Job IDJob NameNode ListNodesPartitionStart TimeStateTime
+
+
+
+ + + + +
+
+ +
+ +
+

Parameters


+
+ + +
+ +
+ + +
+ +
+ + +
+ +
+ + +
+ +
+ + +
+ +
+ + + +
+ + +
+ + +
+ +

Working directory


+ Base directory {{ data["job_dir"] }}
+ + {% if session["jobDir"] is defined %} + Problem directory: 
{{ session["jobDir"] }}
+ {% else %} + Problem directory: 
Not yet defined
+ {% endif %} + + + + + + + + +
NameModifiedSize [b]
+
+ + +
+

PostProcess


+
+ +
+
+ +
+ + + +
+ +
+ +
+
+ +
+ +
+
+ + +
+
+ + + + {% if session["activePost"] is defined and session["activePost"] == true %} + + + + {% endif %} + + + + + + + +{% endblock %} diff --git a/src/tests/template_client/Dockerfile b/examples/UI-code-flow/Dockerfile similarity index 100% rename from src/tests/template_client/Dockerfile rename to examples/UI-code-flow/Dockerfile diff --git a/src/tests/template_client/README.md b/examples/UI-code-flow/README.md similarity index 55% rename from src/tests/template_client/README.md rename to examples/UI-code-flow/README.md index e6ab58b2..0f835a6b 100644 --- a/src/tests/template_client/README.md +++ b/examples/UI-code-flow/README.md @@ -1,4 +1,30 @@ -# Flask FirecREST demo +# Use Case: Web UI with Authorization Code Flow + +## Introduction + +Example of Web GUI (Graphic User Interface) application on Python (Flask) to interface HCP services using FirecREST. + +This example uses Authentication with an IdP (Identity Provider) with the [Authorization Code Flow](https://oauth.net/2/grant-types/authorization-code/). + +Follow the Configuration guide to adapt your client credentials to the app. + +## Prerequisites + +- Docker installed +- Knowledge of Python +- IdP with OAuth2/OIDC installed + +## Configuration + +In order for the web app to work correctly a `client_secrets.json` file is needed filled with the necessary info. + +The **SECRET_KEY** has to be defined in the `config.py`. +Furthermore, the **FIRECREST_IP** variable has to be defined in `config.py`. +This is the ip (including the port number) of the FirecREST api. +Additionally, the **MACHINES** which is the list of strings with the supported machine names has to be defined in `config.py` along with their **PARTITIONS**. +**HOME_DIR** should be specified. + +## Build and Run This is a simple Flask-based web app to demonstrate the FirecRest web api. In order to build the container image, `cd` inside the directory and then execute: @@ -13,11 +39,13 @@ You can then run with: The above command is going to start the container in **detached mode** and remove it when it exits. -In order for the web app to work correctly a `client_secrets.json` file is needed filled with the necessary info. +## Testing -The **SECRET_KEY** has to be defined in the `config.py`. -Furthermore, the **FIRECREST_IP** variable has to be defined in `config.py`. -This is the ip (including the port number) of the FirecREST api. -Additionally, the **MACHINES** which is the list of strings with the supported machine names has to be defined in `config.py` along with their **PARTITIONS**. -**HOME_DIR** should be specified. +You can use our demo environment prepared in this repository to fully test FirecREST WEB UI. + +- [docker-compose](https://docs.docker.com/compose/) needs to be installed. This is already installed with latest `docker` packages. +``` +cd deploy/demo +docker compose up +``` \ No newline at end of file diff --git a/src/tests/template_client/client_secrets.json b/examples/UI-code-flow/client_secrets.json similarity index 100% rename from src/tests/template_client/client_secrets.json rename to examples/UI-code-flow/client_secrets.json diff --git a/src/tests/template_client/config.py b/examples/UI-code-flow/config.py similarity index 100% rename from src/tests/template_client/config.py rename to examples/UI-code-flow/config.py diff --git a/src/tests/template_client/firecrest_demo.py b/examples/UI-code-flow/firecrest_demo.py similarity index 100% rename from src/tests/template_client/firecrest_demo.py rename to examples/UI-code-flow/firecrest_demo.py diff --git a/src/tests/template_client/requirements.txt b/examples/UI-code-flow/requirements.txt similarity index 100% rename from src/tests/template_client/requirements.txt rename to 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b/examples/UI-code-flow/templates/utilities.html similarity index 100% rename from src/tests/template_client/templates/utilities.html rename to examples/UI-code-flow/templates/utilities.html From 638f02f89b6fa821bc09f320401f1a1217ab429d Mon Sep 17 00:00:00 2001 From: Eirini Koutsaniti Date: Mon, 19 Feb 2024 14:41:40 +0100 Subject: [PATCH 2/7] Add ci example --- examples/CI-pipeline/.github/workflows/ci.yml | 45 ++++++++++ examples/CI-pipeline/README.md | 44 ++++++++++ examples/CI-pipeline/ci-requirements.txt | 1 + examples/CI-pipeline/ci/ci_script.py | 84 +++++++++++++++++++ examples/CI-pipeline/ci/utilities.py | 44 ++++++++++ examples/CI-pipeline/dist/__init__.py | 11 +++ examples/CI-pipeline/requirements.txt | 2 + 7 files changed, 231 insertions(+) create mode 100644 examples/CI-pipeline/.github/workflows/ci.yml create mode 100644 examples/CI-pipeline/README.md create mode 100644 examples/CI-pipeline/ci-requirements.txt create mode 100644 examples/CI-pipeline/ci/ci_script.py create mode 100644 examples/CI-pipeline/ci/utilities.py create mode 100644 examples/CI-pipeline/dist/__init__.py create mode 100644 examples/CI-pipeline/requirements.txt diff --git a/examples/CI-pipeline/.github/workflows/ci.yml b/examples/CI-pipeline/.github/workflows/ci.yml new file mode 100644 index 00000000..11034da3 --- /dev/null +++ b/examples/CI-pipeline/.github/workflows/ci.yml @@ -0,0 +1,45 @@ +name: CI + +# Controls when the workflow will run +on: + # Triggers the workflow on push or pull request events but only for the "main" branch + push: + branches: [ "main" ] + pull_request: + branches: [ "main" ] + + # Allows you to run this workflow manually from the Actions tab + workflow_dispatch: + +# A workflow run is made up of one or more jobs that can run sequentially or in parallel +jobs: + # This workflow contains a single job called "test_CSCS" + test_CSCS: + # The type of runner that the job will run on + runs-on: ubuntu-latest + strategy: + matrix: + system_name: ["daint"] + + # Steps represent a sequence of tasks that will be executed as part of the job + steps: + # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it + - uses: actions/checkout@v3 + + - name: setup python + uses: actions/setup-python@v4 + with: + python-version: '3.7' + + - name: install python packages + run: | + python -m pip install --upgrade pip + pip install -r use-case-CI-pipeline/ci-requirements.txt + + - name: Run testing script + env: + FIRECREST_CLIENT_ID: ${{ secrets.F7T_CLIENT_ID }} + FIRECREST_CLIENT_SECRET: ${{ secrets.F7T_CLIENT_SECRET }} + FIRECREST_URL: ${{ secrets.F7T_URL }} + AUTH_TOKEN_URL: ${{ secrets.F7T_TOKEN_URL }} + run: python use-case-CI-pipeline/ci/ci_script.py --system=${{ matrix.system_name }} --branch=${{ github.ref_name }} --repo=${{ github.server_url }}/${{ github.repository }}.git --account=your_project diff --git a/examples/CI-pipeline/README.md b/examples/CI-pipeline/README.md new file mode 100644 index 00000000..858b28d7 --- /dev/null +++ b/examples/CI-pipeline/README.md @@ -0,0 +1,44 @@ +# Creating a CI/CD pipeline with FirecREST + +## Goal of the exercise + +Create a CI/CD pipeline that will run in Piz Daint through FirecREST. + +## Prerequisites + +- **Basic python and git knowledge**: The task involves very basic Python. +Even if you have experience with another programming language, you'll likely find the task manageable. +- **CSCS user account**: The pipeline is alredy configured for access to Piz Daint but it requires minimal changes to customize for a different machine. +- **Github account**: The CI will utilize resources from your GitHub account, so make sure you have one. +- **Basic CI/CD understanding**: Familiarity with basic concepts of Continuous Integration and Continuous Deployment processes is recommended. + +## Getting Started + +1. **Create an OIDC client, if you haven't already.** + +1. **Create a GitHub repository** + - Copy all the files of this folder in the root folder of your repo. + - The workflows will be disabled by default in your repo so go ahead and enable them in the "Actions" tab of your repository. + +1. **Inspect the code that will be tested:** + Take a moment to review the code in the `dist` folder. This is the code that will be tested in the CI/CD pipeline. + + Right now there is nothing meaningful there, but you can add your own tests. + +1. **Configure CI/CD Pipeline:** + - Open the CI configuration file (`.github/workflows/ci.yml`) and, with the help of the comments, try to understand the different steps that are already configured. The only change is the last line of and change it to your project on the machine ` --account=your_project`. + - Set up the secrets that are used in the pipeline in your account. The variables are needed are `FIRECREST_CLIENT_ID`, `FIRECREST_CLIENT_SECRET`, `FIRECREST_URL` and `AUTH_TOKEN_URL`. + +1. **Review Results:** + Once you've configured the pipeline, commit your changes and push them to your GitHub repository. + You can follow the progress of the workflow in the "Actions" tab and ensure that the tests ran successfully, and the job was submitted to Piz Daint without issues. + +1. **[Optional] Apply this to your own codes:** + If you are familiar with another CI platform and you have code that you would like to test on Piz Daint we can help you set up the CI. + +## Additional Resources + +- [OIDC Dashboard](https://oidc-dashboard-prod.cscs.ch/) +- [pyFirecrest documentation](https://pyfirecrest.readthedocs.io) +- [How to set up secrets in Github Actions](https://docs.github.com/en/actions/security-guides/using-secrets-in-github-actions) +- [FirecREST documentation](https://firecrest.readthedocs.io) diff --git a/examples/CI-pipeline/ci-requirements.txt b/examples/CI-pipeline/ci-requirements.txt new file mode 100644 index 00000000..71fa07cf --- /dev/null +++ b/examples/CI-pipeline/ci-requirements.txt @@ -0,0 +1 @@ +pyfirecrest==1.5.1 diff --git a/examples/CI-pipeline/ci/ci_script.py b/examples/CI-pipeline/ci/ci_script.py new file mode 100644 index 00000000..1336bd72 --- /dev/null +++ b/examples/CI-pipeline/ci/ci_script.py @@ -0,0 +1,84 @@ +import firecrest as fc +import os +import time +import argparse +import utilities as util + + +final_slurm_states = { + 'BOOT_FAIL', + 'CANCELLED', + 'COMPLETED', + 'DEADLINE', + 'FAILED', + 'NODE_FAIL', + 'OUT_OF_MEMORY', + 'PREEMPTED', + 'TIMEOUT', +} + +# Setup variables of the client +CLIENT_ID = os.environ.get("FIRECREST_CLIENT_ID") +CLIENT_SECRET = os.environ.get("FIRECREST_CLIENT_SECRET") +FIRECREST_URL = os.environ.get("FIRECREST_URL") +AUTH_TOKEN_URL = os.environ.get("AUTH_TOKEN_URL") + + +parser = argparse.ArgumentParser() +parser.add_argument("--system", default=os.environ.get('MACHINE'), help="choose system to run") +parser.add_argument("--branch", default="main", help="branch to be tested") +parser.add_argument("--account", default="csstaff", help="branch to be tested") +parser.add_argument("--repo", help="repository to be tested") + +args = parser.parse_args() +system_name = args.system +ref = args.branch +print(f"Will try to run the ci in system {system_name} on branch {ref}") + +keycloak = fc.ClientCredentialsAuth(CLIENT_ID, CLIENT_SECRET, AUTH_TOKEN_URL) +client = fc.Firecrest(firecrest_url=FIRECREST_URL, authorization=keycloak) + +print(client.all_systems()) +script_content = util.create_batch_script(repo=args.repo, constraint='gpu', num_nodes=2, account=args.account, custom_modules=['cray-python'], branch=ref) +with open("submission_script.sh", "w") as fp: + fp.write(script_content) + +system_state = client.system(system_name) +print(f'Status of system is: {system_state["status"]}') + +if system_state["status"] == "available": + job = client.submit(system_name, "submission_script.sh") + print(f"Submitted job: {job['jobid']}") + poll_result = client.poll_active(system_name, jobs=[job["jobid"]]) + while poll_result: + state = poll_result[0]["state"] + if state in final_slurm_states: + print(f"Job is in final state: {state}") + break + + print(f"Status of the job is {poll_result[0]['state']}, will try again in 10 seconds") + time.sleep(10) + poll_result = client.poll_active(system_name, jobs=[job["jobid"]]) + + if not poll_result: + print("The job is no longer active") + + print(f"\nSTDOUT in {job['job_file_out']}") + stdout_content = client.head(system_name, job['job_file_out'], lines=100) + print(stdout_content) + + print(f"\nSTDERR in {job['job_file_err']}") + stderr_content = client.head(system_name, job['job_file_err'], lines=100) + print(stderr_content) + + # Some sanity checks: + poll_result = client.poll(system_name, jobs=[job["jobid"]]) + if poll_result[0]["state"] != "COMPLETED": + print(f"Job was not successful, status: {poll_result[0]['state']}") + exit(1) + + util.check_output(stdout_content) + +else: + print("System {system_name} is not available") + exit(1) diff --git a/examples/CI-pipeline/ci/utilities.py b/examples/CI-pipeline/ci/utilities.py new file mode 100644 index 00000000..d5644ba6 --- /dev/null +++ b/examples/CI-pipeline/ci/utilities.py @@ -0,0 +1,44 @@ + + +def create_batch_script(repo, constraint, num_nodes=1, account=None, custom_modules=None, branch="main"): + script =f"""#!/bin/bash -l +#SBATCH --job-name="ci_job" +#SBATCH --output=job.out +#SBATCH --error=job.err +#SBATCH --time=0:10:0 +#SBATCH --nodes={num_nodes} +""" + + if constraint: + script += f"#SBATCH --constraint={constraint}\n" + + if account: + script += f"#SBATCH --account={account}\n" + + script += f""" + +git clone -b {branch} {repo} firecrest-ci +cd firecrest-ci/use-case-CI-pipeline +""" + + if custom_modules: + script += f"module load {' '.join(custom_modules)}\n" + + script += """ +python -m venv testing-venv +. ./testing-venv/bin/activate +python -m pip install --upgrade pip +python -m pip install -r requirements.txt + +python --version + +srun python -m timeit --setup='import dist; import numpy as np; \ + p = np.arange(1000); q = np.arange(1000) + 2' \ + 'dist.simple_numpy_dist(p, q)' +""" + + return script + + +def check_output(file_content): + assert "loops, best of" in file_content diff --git a/examples/CI-pipeline/dist/__init__.py b/examples/CI-pipeline/dist/__init__.py new file mode 100644 index 00000000..aa7d07f8 --- /dev/null +++ b/examples/CI-pipeline/dist/__init__.py @@ -0,0 +1,11 @@ +import numpy as np + + +def naive_dist(p, q): + square_distance = 0 + for p_i, q_i in zip(p, q): + square_distance += (p_i - q_i) ** 2 + return square_distance ** 0.5 + +def simple_numpy_dist(p, q): + return (np.sum((p - q) ** 2)) ** 0.5 diff --git a/examples/CI-pipeline/requirements.txt b/examples/CI-pipeline/requirements.txt new file mode 100644 index 00000000..e9a91b71 --- /dev/null +++ b/examples/CI-pipeline/requirements.txt @@ -0,0 +1,2 @@ +pytest +numpy From 0512f4a71eaa256badc56e679616fa3e96bc00b5 Mon Sep 17 00:00:00 2001 From: Rafael Sarmiento Date: Tue, 27 Feb 2024 09:05:00 +0100 Subject: [PATCH 3/7] add airflow use case --- examples/airflow-operators/README.md | 103 ++ examples/airflow-operators/Si.pz-vbc.UPF | 895 ++++++++++++++++++ examples/airflow-operators/airflow-dag.py | 101 ++ .../firecrest_airflow_operators.py | 102 ++ examples/airflow-operators/setup.py | 11 + examples/airflow-operators/si.scf.in | 36 + 6 files changed, 1248 insertions(+) create mode 100644 examples/airflow-operators/README.md create mode 100644 examples/airflow-operators/Si.pz-vbc.UPF create mode 100644 examples/airflow-operators/airflow-dag.py create mode 100644 examples/airflow-operators/firecrest_airflow_operators.py create mode 100644 examples/airflow-operators/setup.py create mode 100644 examples/airflow-operators/si.scf.in diff --git a/examples/airflow-operators/README.md b/examples/airflow-operators/README.md new file mode 100644 index 00000000..bdafa193 --- /dev/null +++ b/examples/airflow-operators/README.md @@ -0,0 +1,103 @@ +# Airflow operator with FirecREST + +[Apache Airflow](https://airflow.apache.org) is an open-source workflow management platform. Airflow uses directed acyclic graphs (DAGs) to manage the workflows. Tasks and dependencies are defined in Python and then Airflow takes care of the scheduling and execution. DAGs can be run either on a schedule or based on external event triggers. + +For this tutorial we have defined an Airflow DAG combining small tasks which can run localy and compute-intensive tasks that must run on a supercomputer. Our goal is to add to Airflow the support for executing the DAG's compute-intensive tasks in Piz Daint via [FirecREST](https://firecrest.readthedocs.io). For that we are going to write [custom Airflow operators](https://airflow.apache.org/docs/apache-airflow/stable/howto/custom-operator.html) that will use FirecREST to access Piz Daint. + +The idea behind this is very simple. +Operators are defined as units of work for Airflow to complete. Custom operators can be written by extending Airflow's [`BaseOperator`](https://airflow.apache.org/docs/apache-airflow/stable/_api/airflow/models/baseoperator/index.html#airflow.models.baseoperator.BaseOperatorMeta) class. +We only need to define the arguments specific to our logic and the `execute` function that will use [PyFirecrest](https://pyfirecrest.readthedocs.io/en/stable/) to submit the jobs as well as for transfering files to and from the HPC facilities. +Our operators will look something like this + +```python +class FirecRESTCustomOperator(BaseOperator): + def init(self, arg1, arg2, **kwargs): + super().__init__(**kwargs) + self.arg1 = arg1 + self.arg2 = arg2 + + def execute(self, context): + # pyfirecrest suff +``` +If this was an operator to submit a job, `arg1` and `arg2` would be the name of the system (`daint`) and the batch script to submit a Slurm job. + +## Setting up the credentials for PyFirecrest + +We can export as environment variables the credentials that FirecREST will use and read them within our operators. + +```bash +export FIRECREST_CLIENT_ID= +export FIRECREST_CLIENT_SECRET= +export AUTH_TOKEN_URL=https://auth.cscs.ch/auth/realms/firecrest-clients/protocol/openid-connect/token +export FIRECREST_URL=https://firecrest.cscs.ch +``` + +## Installing Apache Airflow + +We are going to run Airflow in our personal computers. +We recommend to install it on a virtual environment. +You just need to do the following: +```bash +python -m venv fc-training-env +. fc-training-env/bin/activate +pip install apache-airflow pyfirecrest +``` + +### Launching Airflow + +Before launching Airflow, we need to initialize it's database +```bash +export AIRFLOW_HOME=$HOME/airflow-fc-training +airflow db init +``` +Airflow comes with many examples that show up in the dashboard. You can set `load_examples = False` in your `$AIRFLOW_HOME/airflow.cfg` configuration file to start Airflow with a clean dashboard. + +Let's launch Airflow in *standalone* mode (only suitable for developing/testing) +```bash +airflow standalone +``` + +When Airflow standalone starts, it creates an admin user and generates credentials to login in the dashboard at http://127.0.0.1:8080. +You can find them (username and password) by the end of the initialization message. +It looks like this: +``` +standalone | Airflow is ready +standalone | Login with username: admin password: +standalone | Airflow Standalone is for development purposes only. Do not use this in production! +``` + +## Hands On + +For this example we want to propose you the following problem: +Let's say that we have a simulation to find geometries of new crystal structures. +Anytime a geometry is produced we would like a Quantum Espresso calculation to be triggered to compute certain properties of it. +We have defined the Airflow DAG that will the do the work in the file [airflow-dag.py](airflow-dag.py). Its tasks are: + - Detect that a new structure has been produced + - Upload the structure and its pseudopotential to Piz Daint + - Submit a job to Piz Daint to compute the properties + - Download the output of the calculation + - Log the relevant values from the output on a table + - Delete the file with the structure + +We have set this processes to be scheduled daily. + +You must edit the [airflow-dag.py](airflow-dag.py) file and set `workdir` as the absolute path to the directory `airflow-operators` and `username` as your user name in Piz Daint. +For this example, we are going to simulate the creation of the new structure by coping the file `si.scf.in` to the `{workdir}/structs` directory. + +To see the DAG on Airflow's dashboard we must copy the file to `$AIRFLOW_HOME/dags`: +```bash +mkdir $AIRFLOW_HOME/dags +cp airflow-dag.py $AIRFLOW_HOME/dags +``` +It will show up with the name `firecrest_example` after some seconds / refreshing the page. + +You can click on it and browse the different tabs such as *Graph*. +The execution of the DAG can be triggered by clicking on the *Play* button at the right hand side of the dashboard next to the tabs. + +The file [firecrest_airflow_operators.py](firecrest_airflow_operators.py) has the implementation of the operators. + +For Airflow to see our module, the file must be in the `$PYTHONPATH`. You can install it with +```bash +cd airflow-operators/ +pip install . +``` diff --git a/examples/airflow-operators/Si.pz-vbc.UPF b/examples/airflow-operators/Si.pz-vbc.UPF new file mode 100644 index 00000000..8bcfdae6 --- /dev/null +++ b/examples/airflow-operators/Si.pz-vbc.UPF @@ -0,0 +1,895 @@ + +Generated using unknown code +Author: von Barth and Car Generation date: before 1984 +Info: Si LDA 3s2 3p2 VonBarth-Car, l=2 local + 0 The Pseudo was generated with a Non-Relativistic Calculation + 0.00000000000E+00 Local Potential cutoff radius +nl pn l occ Rcut Rcut US E pseu +3S 0 0 2.00 0.00000000000 0.00000000000 0.00000000000 +3P 0 1 2.00 0.00000000000 0.00000000000 0.00000000000 + + + + + 0 Version Number + Si Element + NC Norm - Conserving pseudopotential + F Nonlinear Core Correction + SLA PZ NOGX NOGC PZ Exchange-Correlation functional + 4.00000000000 Z valence + 0.00000000000 Total energy + 0.0000000 0.0000000 Suggested cutoff for wfc and rho + 1 Max angular momentum component + 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2.05245510447E-22 5.44611281833E-23 1.39663735504E-23 + 3.45850628223E-24 8.26258107363E-25 1.90269739282E-25 4.21934575465E-26 + 9.00173688475E-27 1.84581078498E-27 3.63404947693E-28 + diff --git a/examples/airflow-operators/airflow-dag.py b/examples/airflow-operators/airflow-dag.py new file mode 100644 index 00000000..7e44c3f6 --- /dev/null +++ b/examples/airflow-operators/airflow-dag.py @@ -0,0 +1,101 @@ +# from __future__ import annotations + +import datetime +import os +import pendulum + +from airflow import DAG +from airflow.operators.bash import BashOperator +from airflow.sensors.filesystem import FileSensor + +from firecrest_airflow_operators import (FirecRESTSubmitOperator, + FirecRESTUploadOperator, + FirecRESTDownloadOperator) + + +workdir = # absolute path to the directory `use-case-airflow-operator` in the repo +username = # the course account (classXXX) + +job_script = """#!/bin/bash -l + +#SBATCH --job-name=fc-airflow-example +#SBATCH --time=00:05:00 +#SBATCH --nodes=1 +#SBATCH --ntasks-per-core=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --cpus-per-task=12 +#SBATCH --constraint=gpu +#SBATCH --account=class08 +#SBATCH --reservation=firecrest_api + +module load daint-gpu +module load QuantumESPRESSO + +export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK + +mv $SCRATCH/si.scf.in $SCRATCH/Si.pz-vbc.UPF . + +srun pw.x -in si.scf.in +""" + +with DAG( + dag_id="firecrest_example", + schedule="@daily", + start_date=pendulum.datetime(2023, 9, 1, tz="UTC"), + catchup=False, + dagrun_timeout=datetime.timedelta(minutes=60), + tags=["firecrest-training-2023"], +) as dag: + + wait_for_file = FileSensor( + task_id="wait-for-file", + filepath=os.path.join(workdir, "structs", "si.scf.in"), + poke_interval=10 + ) + + upload_in = FirecRESTUploadOperator( + task_id="upload-in", + system="daint", + source_path=os.path.join(workdir, "structs", "si.scf.in"), + target_path=f"/scratch/snx3000/{username}" + ) + + upload_pp = FirecRESTUploadOperator( + task_id="upload-pp", + system="daint", + source_path=os.path.join(workdir, "Si.pz-vbc.UPF"), + target_path=f"/scratch/snx3000/{username}" + ) + + submit_task = FirecRESTSubmitOperator( + task_id="job-submit", + system="daint", script=job_script + ) + + download_task = FirecRESTDownloadOperator( + task_id="download-out", + system="daint", + local_path=os.path.join(workdir, "output.out"), + target_task_id="job-submit" + ) + + log_results = BashOperator( + task_id="log-results", + bash_command=(f"echo $(date) ' | ' " + f"$(grep '! total energy' {workdir}/output.out) >> {workdir}/list.txt"), + ) + + remove_struct = BashOperator( + task_id="remove-struct", + bash_command=(f"rm {workdir}/structs/si.scf.in"), + ) + + wait_for_file >> upload_in + wait_for_file >> upload_pp + upload_in >> submit_task >> download_task >> log_results + upload_pp >> submit_task + upload_in >> remove_struct + + +if __name__ == "__main__": + dag.test() diff --git a/examples/airflow-operators/firecrest_airflow_operators.py b/examples/airflow-operators/firecrest_airflow_operators.py new file mode 100644 index 00000000..816c1cae --- /dev/null +++ b/examples/airflow-operators/firecrest_airflow_operators.py @@ -0,0 +1,102 @@ +import os +import tempfile +import time + +import firecrest as f7t +from airflow.models.baseoperator import BaseOperator +from airflow import AirflowException + +# Workaround to run tasks that do http request from the Airflow UI +# https://github.com/apache/airflow/discussions/24463#discussioncomment-4404542 +# Other discussions on the topic: +# https://stackoverflow.com/questions/75980623/why-is-my-airflow-hanging-up-if-i-send-a-http-request-inside-a-task +import platform + + +if platform.processor() == 'arm' and platform.system() == 'Darwin': + from _scproxy import _get_proxy_settings + _get_proxy_settings() + +# + + +class FirecRESTBaseOperator(BaseOperator): + firecrest_url = os.environ['FIRECREST_URL'] + client_id = os.environ['FIRECREST_CLIENT_ID'] + client_secret = os.environ['FIRECREST_CLIENT_SECRET'] + token_uri = os.environ['AUTH_TOKEN_URL'] + + keycloak = f7t.ClientCredentialsAuth( + client_id, client_secret, token_uri + ) + + client = f7t.Firecrest(firecrest_url=firecrest_url, authorization=keycloak) + + +class FirecRESTSubmitOperator(FirecRESTBaseOperator): + """Airflow Operator to submit a job via FirecREST""" + + def __init__(self, system: str, script: str, **kwargs) -> None: + super().__init__(**kwargs) + self.system = system + self.script = script + + def execute(self, context): + with tempfile.NamedTemporaryFile(delete=False) as tmp: + tmp.write(bytes(self.script, 'utf-8')) + tmp.seek(0) + job = self.client.submit(self.system, tmp.name) + time.sleep(10) + + while True: + if self.client.poll_active(self.system, [job['jobid']]) == []: + break + + time.sleep(10) + + job_info = self.client.poll(self.system, [job['jobid']]) + if job_info[0]['state'] != 'COMPLETED': + raise AirflowException(f"Job state: {job_info[0]['state']}") + + return job + + +class FirecRESTDownloadOperator(FirecRESTBaseOperator): + """Airflow Operator to fetch the output file of a job + submitted via FirecREST""" + + def __init__(self, + system: str, + local_path: str, + target_task_id: str, + **kwargs) -> None: + super().__init__(**kwargs) + self.system = system + self.local_path = local_path + self.target_task_id = target_task_id + + def execute(self, context): + job = context["ti"].xcom_pull(key="return_value", + task_ids=self.target_task_id) + # download job's output + self.client.simple_download(self.system, job['job_file_out'], + self.local_path) + + +class FirecRESTUploadOperator(FirecRESTBaseOperator): + """Airflow Operator to updload the input file for a job + to be submitted via FirecREST later in the DAG""" + + def __init__(self, + system: str, + source_path: str, + target_path: str, + **kwargs) -> None: + super().__init__(**kwargs) + self.system = system + self.source_path = source_path + self.target_path = target_path + + def execute(self, context): + self.client.simple_upload(self.system, self.source_path, + self.target_path) diff --git a/examples/airflow-operators/setup.py b/examples/airflow-operators/setup.py new file mode 100644 index 00000000..49fdc3b1 --- /dev/null +++ b/examples/airflow-operators/setup.py @@ -0,0 +1,11 @@ +import os +from setuptools import setup + + +setup( + name='firecrest_airflow_operators', + version='1.0.0', + py_modules=['firecrest_airflow_operators'], + url='https://github.com/eth-cscs/firecrest-training-2023/tree/main/use-case-airflow-operator', + description='Airflow Operators based on FirecREST' +) diff --git a/examples/airflow-operators/si.scf.in b/examples/airflow-operators/si.scf.in new file mode 100644 index 00000000..a591afdd --- /dev/null +++ b/examples/airflow-operators/si.scf.in @@ -0,0 +1,36 @@ +&control + calculation = 'scf' + restart_mode='from_scratch', + prefix='silicon', + tstress = .true. + tprnfor = .true. + pseudo_dir = '.', + outdir='output' + / + &system + ibrav= 2, celldm(1) =10.20, nat= 2, ntyp= 1, + ecutwfc =18.0, + / + &electrons + diagonalization='david' + mixing_mode = 'plain' + mixing_beta = 0.7 + conv_thr = 1.0d-8 + / +ATOMIC_SPECIES + Si 28.086 Si.pz-vbc.UPF +ATOMIC_POSITIONS alat + Si 0.00 0.00 0.00 + Si 0.25 0.25 0.25 +K_POINTS + 10 + 0.1250000 0.1250000 0.1250000 1.00 + 0.1250000 0.1250000 0.3750000 3.00 + 0.1250000 0.1250000 0.6250000 3.00 + 0.1250000 0.1250000 0.8750000 3.00 + 0.1250000 0.3750000 0.3750000 3.00 + 0.1250000 0.3750000 0.6250000 6.00 + 0.1250000 0.3750000 0.8750000 6.00 + 0.1250000 0.6250000 0.6250000 3.00 + 0.3750000 0.3750000 0.3750000 1.00 + 0.3750000 0.3750000 0.6250000 3.00 From 5465cc3ec25ad25856858737039e4ca20fb3c7bc Mon Sep 17 00:00:00 2001 From: jdorsch Date: Fri, 22 Mar 2024 15:42:30 +0100 Subject: [PATCH 4/7] removed demo client in the CI pipeline --- .gitlab-ci.yml | 10 +++------- 1 file changed, 3 insertions(+), 7 deletions(-) diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml index 11ec9da8..7fd30564 100644 --- a/.gitlab-ci.yml +++ b/.gitlab-ci.yml @@ -35,10 +35,6 @@ build_images: if [ "$CI_COMMIT_TAG" != "" ]; then exit 0; fi - # build web client - /kaniko/executor --context src/tests/template_client --dockerfile ./Dockerfile \ - --destination ${CI_REGISTRY_PREFIX}/client:${CI_COMMIT_SHORT_SHA} --cleanup --single-snapshot - # build tester /kaniko/executor --context ./ --dockerfile deploy/docker/tester/Dockerfile \ --destination ${CI_REGISTRY_PREFIX}/tester:${CI_COMMIT_SHORT_SHA} --cleanup --single-snapshot @@ -85,7 +81,7 @@ deploy_dev: # link API specification inside chart ln -s ../../../../doc/openapi/firecrest-api.yaml openapi/files/firecrest-api.yaml - for app in config client certificator compute jaeger keycloak kong minio openapi reservations status storage tasks utilities; do + for app in config certificator compute jaeger keycloak kong minio openapi reservations status storage tasks utilities; do helm uninstall -n ${CI_NAMESPACE_DEV} --kube-token=${CI_K8S_TOKEN} "$app" || true helm install --wait --wait-for-jobs --timeout 240s -n ${CI_NAMESPACE_DEV} -f values-dev.yaml --kube-token=${CI_K8S_TOKEN} "$app" $app; done @@ -166,7 +162,7 @@ cleanup_dev_deployment: - CI_REGISTRY_GROUP="$(vault kv get -field=REGISTRY_GROUP firecrest/dev)" - CI_REGISTRY_PREFIX="$(vault kv get -field=REPO_PREFIX firecrest/dev)" - > - for app in config certificator client compute jaeger keycloak kong minio openapi reservations status storage tasks utilities cluster tester; do + for app in config certificator compute jaeger keycloak kong minio openapi reservations status storage tasks utilities cluster tester; do helm uninstall -n ${CI_NAMESPACE_DEV} --kube-token=${CI_K8S_TOKEN} "$app" || true done only: @@ -329,7 +325,7 @@ cleanup_dev_images: - CI_REGISTRY_GROUP="$(vault kv get -field=REGISTRY_GROUP firecrest/dev)" - CI_REGISTRY_PREFIX="$(vault kv get -field=REPO_PREFIX firecrest/dev)" - > - for image in certificator client compute reservations status storage tasks tester utilities; do + for image in certificator compute reservations status storage tasks tester utilities; do jfrog rt del --recursive --quiet --url="https://${CI_REGISTRY}/artifactory" --user="${CI_REGISTRY_USER}" --password="${CI_REGISTRY_PASSWORD}" "${CI_REGISTRY_GROUP}/$image/${CI_COMMIT_SHORT_SHA}/" From dc9633db5cc337c31c1963a20272632f42a6a286 Mon Sep 17 00:00:00 2001 From: Rafael Sarmiento Date: Mon, 8 Apr 2024 16:56:25 +0200 Subject: [PATCH 5/7] add use case to docs --- doc/source/index.rst | 1 + doc/source/usecases.rst | 22 ++++++++++++++++++++++ examples/CI-pipeline/README.md | 6 ++---- examples/UI-client-credentials/README.md | 4 ++-- examples/UI-code-flow/README.md | 4 ++-- examples/airflow-operators/README.md | 2 +- 6 files changed, 30 insertions(+), 9 deletions(-) create mode 100644 doc/source/usecases.rst diff --git a/doc/source/index.rst b/doc/source/index.rst index 9132fbe2..cd34f31d 100644 --- a/doc/source/index.rst +++ b/doc/source/index.rst @@ -12,6 +12,7 @@ Among the most prominent services that FirecREST exposes we find authentication Overview Hands On + Use-case examples Reference Guide .. A python client setup diff --git a/doc/source/usecases.rst b/doc/source/usecases.rst new file mode 100644 index 00000000..8e6e340b --- /dev/null +++ b/doc/source/usecases.rst @@ -0,0 +1,22 @@ +================= +Use-case examples +================= + +In the code's repository you can find examples of use cases for FirecREST where `PyFirecREST `__ is used as backend for web user interfaces and workflow automation tools that interact with remote high performance computing (HPC) facilities. + + +CI/CD pipeline +^^^^^^^^^^^^^^ + +In this `example `__ we create a GitHub CI/CD pipeline that will run in a HPC system through FirecREST. + +Web User Interfaces +^^^^^^^^^^^^^^^^^^^ + +We show examples of Web Graphic User Interface applications in Python that interact with HCP services using FirecREST. +Two workflows are used for the authentication with an identity provider: `the Client Credential workflow `__ and `the Authorization Code workflow `__. + +FirecREST Operators for Airflow +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +In this `example `__ we define an Airflow graph combining small tasks which run localy in a laptop with compute-intensive tasks that must run on an HPC system. The idea is to add in Airflow the support for executing the compute-intensive tasks in a supercomputer via FirecREST. For that we are going to write custom Airflow operators that will use FirecREST to access the HPC system. diff --git a/examples/CI-pipeline/README.md b/examples/CI-pipeline/README.md index 858b28d7..c176145a 100644 --- a/examples/CI-pipeline/README.md +++ b/examples/CI-pipeline/README.md @@ -1,8 +1,6 @@ -# Creating a CI/CD pipeline with FirecREST +# CI/CD pipeline with FirecREST -## Goal of the exercise - -Create a CI/CD pipeline that will run in Piz Daint through FirecREST. +Creating a CI/CD pipeline that will run in Piz Daint through FirecREST. ## Prerequisites diff --git a/examples/UI-client-credentials/README.md b/examples/UI-client-credentials/README.md index f36b2bc8..3043314b 100644 --- a/examples/UI-client-credentials/README.md +++ b/examples/UI-client-credentials/README.md @@ -1,4 +1,4 @@ -# Use Case: Web UI with Client Credentials +# Web UI with Client Credentials ## Introduction @@ -61,4 +61,4 @@ make run tail -f log/client.log ``` -Open a browser, and enter [http://localhost:9090](http://localhost:9090) \ No newline at end of file +Open a browser, and enter [http://localhost:9090](http://localhost:9090) diff --git a/examples/UI-code-flow/README.md b/examples/UI-code-flow/README.md index 0f835a6b..31a017ee 100644 --- a/examples/UI-code-flow/README.md +++ b/examples/UI-code-flow/README.md @@ -1,4 +1,4 @@ -# Use Case: Web UI with Authorization Code Flow +# Web UI with Authorization Code Flow ## Introduction @@ -48,4 +48,4 @@ You can use our demo environment prepared in this repository to fully test Firec ``` cd deploy/demo docker compose up -``` \ No newline at end of file +``` diff --git a/examples/airflow-operators/README.md b/examples/airflow-operators/README.md index bdafa193..49c2e2be 100644 --- a/examples/airflow-operators/README.md +++ b/examples/airflow-operators/README.md @@ -1,4 +1,4 @@ -# Airflow operator with FirecREST +# FirecREST Operators for Airflow [Apache Airflow](https://airflow.apache.org) is an open-source workflow management platform. Airflow uses directed acyclic graphs (DAGs) to manage the workflows. Tasks and dependencies are defined in Python and then Airflow takes care of the scheduling and execution. DAGs can be run either on a schedule or based on external event triggers. From 0b0fbc24ea0250139534f31bc8a50cc99304bb70 Mon Sep 17 00:00:00 2001 From: jdorsch Date: Thu, 11 Apr 2024 13:16:19 +0200 Subject: [PATCH 6/7] removed demo client build --- .gitlab-ci.yml | 4 ---- 1 file changed, 4 deletions(-) diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml index ed694b37..9fac6e4a 100644 --- a/.gitlab-ci.yml +++ b/.gitlab-ci.yml @@ -35,10 +35,6 @@ build_images: if [ "$CI_COMMIT_TAG" != "" ]; then exit 0; fi - # build web client - /kaniko/executor --context src/tests/template_client --dockerfile ./Dockerfile \ - --destination ${CI_REGISTRY_PREFIX}/client:tmp-${CI_COMMIT_SHORT_SHA}-${CI_PIPELINE_ID} --cleanup --single-snapshot - # build tester /kaniko/executor --context ./ --dockerfile deploy/docker/tester/Dockerfile \ --destination ${CI_REGISTRY_PREFIX}/tester:tmp-${CI_COMMIT_SHORT_SHA}-${CI_PIPELINE_ID} --cleanup --single-snapshot From e116ec1f4b79f97217b8b4d33d5e4329cd94f5bb Mon Sep 17 00:00:00 2001 From: jdorsch Date: Thu, 11 Apr 2024 17:34:30 +0200 Subject: [PATCH 7/7] fixed changelog --- CHANGELOG.md | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 5d1e2219..f26a83b8 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,6 +9,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added +- Add `examples` directory for practical use cases of FirecREST. + ### Changed - Environment variable names @@ -50,6 +52,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed - Improved retrieval of tasks from persistence storage. +- Upgraded `kong` gateway to [v3.6.0](https://docs.konghq.com/gateway/changelog/#3600) +- Upgraded `cryptography`package to [v42.0.4](https://cryptography.io/en/latest/changelog/#v42-0-4) +- Upgraded `paramiko` package to [v3.4.0](https://github.com/paramiko/paramiko/tree/3.4.0) ### Fixed @@ -59,12 +64,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Fixed SSH connection error catching - Fixed secured "ssh-keygen" command execution -### Changed - -- Upgraded `kong` gateway to [v3.6.0](https://docs.konghq.com/gateway/changelog/#3600) -- Upgraded `cryptography`package to [v42.0.4](https://cryptography.io/en/latest/changelog/#v42-0-4) -- Upgraded `paramiko` package to [v3.4.0](https://github.com/paramiko/paramiko/tree/3.4.0) - ## [1.14.0] ### Added @@ -77,7 +76,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - The task that is returned from a successful `GET /jobs/acct` would returns the attribute `time`, which is `cputime` from slurm. The attribute will remain and `cputime` and `elapsed` will be also returned. Similarly, `time_left` is actually the time of termination of the jobs. `time_left` will remain for compatibility reasons, but `elapsed` attribute will also be returned. - Added `F7T_AUTH_ISSUER` to specify the JWT token issuer to be checked by Kong GW - Removed `F7T_AUTH_REALM` and `F7T_AUTH_URL` which are no longer needed -- Add `examples` directory for practical use cases of FirecREST. ### Changed