diff --git a/.gitignore b/.gitignore index 46a54b99..b8c321d6 100755 --- a/.gitignore +++ b/.gitignore @@ -36,7 +36,10 @@ secret-docker-compose.yml *worker_config.prod.yaml *docker-compose-apps* -distributed/kubernetes/apps/* -dev-secret.yaml +kubernetes/* +secret.yaml -*flask-deployment.yaml \ No newline at end of file +*scheduler-deployment.yaml +*outputs-processor-deployment.yaml + +*google-creds.json \ No newline at end of file diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index e69dac2d..1d33e314 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,6 +1,6 @@ repos: -- repo: https://github.com/ambv/black - rev: 18.9b0 - hooks: - - id: black - language_version: python3 \ No newline at end of file + - repo: https://github.com/ambv/black + rev: 19.10b0 + hooks: + - id: black + language_version: python3 diff --git a/distributed/.dockerignore b/distributed/.dockerignore deleted file mode 100644 index e1804ef7..00000000 --- a/distributed/.dockerignore +++ /dev/null @@ -1,25 +0,0 @@ -*.pyc -*.db -*.env -db.sqlite3 - -node_modules -bower_components - -webapp_test.sh - -logs/ - -dump.rdb - -.idea -.cache -.ipynb_checkpoints - -*.pem - -_build - -.DS_Store -*.egg-info -staticfiles diff --git a/distributed/api/__init__.py b/distributed/api/__init__.py deleted file mode 100644 index 172050c6..00000000 --- a/distributed/api/__init__.py +++ /dev/null @@ -1,23 +0,0 @@ -from flask import Flask - - -def create_app(test_config=None): - app = Flask(__name__) - - @app.route('/hello') - def hello(): - return 'Hello, World!' - - if test_config is not None: - app.config.update(test_config) - - from api import endpoints - app.register_blueprint(endpoints.bp) - - return app - -try: - app = create_app() -except Exception as e: - print("got exception on import: ", e) - app = None \ No newline at end of file diff --git a/distributed/api/celery_app/__init__.py b/distributed/api/celery_app/__init__.py deleted file mode 100644 index 1c2c7882..00000000 --- a/distributed/api/celery_app/__init__.py +++ /dev/null @@ -1,148 +0,0 @@ -import os -import time -import functools -import re -import traceback - -import requests -from celery import Celery -from celery.signals import task_postrun -from celery.result import AsyncResult - -import cs_storage - - -try: - from cs_config import functions -except ImportError as ie: - if os.environ.get("IS_FLASK", "False") == "True": - functions = None - else: - raise ie - - -COMP_URL = os.environ.get("COMP_URL") -COMP_API_TOKEN = os.environ.get("COMP_API_TOKEN") - -CELERY_BROKER_URL = os.environ.get("CELERY_BROKER_URL", "redis://localhost:6379") -CELERY_RESULT_BACKEND = os.environ.get( - "CELERY_RESULT_BACKEND", "redis://localhost:6379" -) - -OUTPUTS_VERSION = os.environ.get("OUTPUTS_VERSION") - - -def get_task_routes(): - def clean(name): - return re.sub("[^0-9a-zA-Z]+", "", name).lower() - - print(f"getting config from: {COMP_URL}/publish/api/") - resp = requests.get(f"{COMP_URL}/publish/api/") - if resp.status_code != 200: - raise Exception(f"Response status code: {resp.status_code}") - data = resp.json() - task_routes = {} - for project in data: - owner = clean(project["owner"]) - title = clean(project["title"]) - model = f"{owner}_{title}" - - # all apps use celery workers for handling their inputs. - routes = { - f"{model}_tasks.inputs_get": {"queue": f"{model}_inputs_queue"}, - f"{model}_tasks.inputs_parse": {"queue": f"{model}_inputs_queue"}, - f"{model}_tasks.inputs_version": {"queue": f"{model}_inputs_queue"}, - } - - # only add sim routes for models that use celery workers. - if project["cluster_type"] == "single-core": - routes[f"{model}_tasks.sim"] = {"queue": f"{model}_queue"} - - task_routes.update(routes) - return task_routes - - -task_routes = get_task_routes() - - -celery_app = Celery( - "celery_app", broker=CELERY_BROKER_URL, backend=CELERY_RESULT_BACKEND -) -celery_app.conf.update( - task_serializer="json", - accept_content=["msgpack", "json"], - task_routes=task_routes, - worker_prefetch_multiplier=1, - task_acks_late=True, -) - - -def task_wrapper(func): - @functools.wraps(func) - def f(*args, **kwargs): - task = args[0] - task_id = task.request.id - start = time.time() - traceback_str = None - res = {} - try: - outputs = func(*args, **kwargs) - if task.name.endswith("sim"): - version = outputs.pop("version", OUTPUTS_VERSION) - if version == "v0": - res["model_version"] = "NA" - res.update(dict(outputs, **{"version": version})) - else: - outputs = cs_storage.write(task_id, outputs) - res.update( - { - "model_version": functions.get_version(), - "outputs": outputs, - "version": version, - } - ) - else: - res.update(outputs) - except Exception: - traceback_str = traceback.format_exc() - finish = time.time() - if "meta" not in res: - res["meta"] = {} - res["meta"]["task_times"] = [finish - start] - if traceback_str is None: - res["status"] = "SUCCESS" - else: - res["status"] = "FAIL" - res["traceback"] = traceback_str - return res - - return f - - -@task_postrun.connect -def post_results(sender=None, headers=None, body=None, **kwargs): - print(f'task_id: {kwargs["task_id"]}') - print(f'task: {kwargs["task"]} {kwargs["task"].name}') - print(f'is sim: {kwargs["task"].name.endswith("sim")}') - print(f'state: {kwargs["state"]}') - kwargs["retval"]["job_id"] = kwargs["task_id"] - if kwargs["task"].name.endswith("sim"): - print(f"posting data to {COMP_URL}/outputs/api/") - resp = requests.put( - f"{COMP_URL}/outputs/api/", - json=kwargs["retval"], - headers={"Authorization": f"Token {COMP_API_TOKEN}"}, - ) - print("resp", resp.status_code) - if resp.status_code == 400: - print("errors", resp.json()) - if kwargs["task"].name.endswith("parse"): - print(f"posting data to {COMP_URL}/inputs/api/") - resp = requests.put( - f"{COMP_URL}/inputs/api/", - json=kwargs["retval"], - headers={"Authorization": f"Token {COMP_API_TOKEN}"}, - ) - print("resp", resp.status_code) - if resp.status_code == 400: - print("errors", resp.json()) diff --git a/distributed/api/endpoints.py b/distributed/api/endpoints.py deleted file mode 100644 index 206fc96a..00000000 --- a/distributed/api/endpoints.py +++ /dev/null @@ -1,239 +0,0 @@ -import functools -import json -import os -import re -import time -import traceback -import uuid -from collections import defaultdict - -from flask import Blueprint, request, make_response -from celery.result import AsyncResult -from celery import chord -from distributed import Client, Future, fire_and_forget -import redis -import requests - -from api.celery_app import celery_app -from cs_dask_sim import dask_sim, done_callback - - -COMP_URL = os.environ.get("COMP_URL") -COMP_API_TOKEN = os.environ.get("COMP_API_TOKEN") - -bp = Blueprint("endpoints", __name__) - -queue_name = "celery" -client = redis.Redis.from_url( - os.environ.get("CELERY_BROKER_URL", "redis://redis-master/0") -) - - -def clean(word): - return re.sub("[^0-9a-zA-Z]+", "", word).lower() - - -def get_cs_config(): - print(f"getting config from: {COMP_URL}/publish/api/") - resp = requests.get(f"{COMP_URL}/publish/api/") - if resp.status_code != 200: - raise Exception(f"Response status code: {resp.status_code}") - data = resp.json() - print("got config: ", data) - config = {} - - for model in data: - model_id = clean(model["owner"]), clean(model["title"]) - config[model_id] = { - "cluster_type": model["cluster_type"], - "time_out": model["exp_task_time"] * 1.25, - } - print("made config: ", config) - return config - - -CONFIG = get_cs_config() - - -def get_cluster_type(owner, app_name): - model_id = clean(owner), clean(app_name) - # allowed to return None - return CONFIG.get(model_id, {}).get("cluster_type") - - -def get_time_out(owner, app_name): - model_id = clean(owner), clean(app_name) - return CONFIG[model_id]["time_out"] - - -def dask_scheduler_address(owner, app_name): - owner, app_name = clean(owner), clean(app_name) - return f"{owner}-{app_name}-dask-scheduler:8786" - - -def async_endpoint(owner, app_name, compute_task): - print(f"async endpoint {compute_task}") - data = request.get_data() - inputs = json.loads(data) - print("inputs", inputs) - result = celery_app.signature(compute_task, kwargs=inputs).delay() - length = client.llen(f"{owner}_{app_name}_queue") + 1 - data = {"job_id": str(result), "qlength": length} - return json.dumps(data) - - -def sync_endpoint(owner, app_name, compute_task): - print(f"io endpoint {compute_task}") - data = request.get_data() - print("got data", data) - if not data: - inputs = {} - else: - inputs = json.loads(data) - print("inputs", inputs) - result = celery_app.signature(compute_task, kwargs=inputs).delay() - print("getting...") - result = result.get() - return json.dumps(result) - - -def dask_endpoint(owner, app_name, action): - """ - Route dask simulation to appropriate dask scheduluer. - """ - print(f"dask endpoint: {owner}/{app_name}/{action}") - data = request.get_data() - inputs = json.loads(data) - print("inputs", inputs) - addr = dask_scheduler_address(owner, app_name) - job_id = str(uuid.uuid4()) - - # Worker needs the job_id to push the results back to the - # webapp. - # The url and api token are passed as args insted of env - # variables so that the wrapper has access to them - # but the model does not. - inputs.update( - { - "job_id": job_id, - "comp_url": os.environ.get("COMP_URL"), - "comp_api_token": os.environ.get("COMP_API_TOKEN"), - "timeout": get_time_out(owner, app_name), - } - ) - - with Client(addr) as c: - fut = c.submit(dask_sim, **inputs) - fire_and_forget(fut) - return {"job_id": job_id, "qlength": 1} - - -def route_to_task(owner, app_name, endpoint, action): - owner, app_name = clean(owner), clean(app_name) - print("getting...", owner, app_name, endpoint, action) - task_name = f"{owner}_{app_name}_tasks.{action}" - print("got task_name", task_name) - print("map", celery_app.amqp.routes) - if task_name in celery_app.amqp.routes[0].map: - return endpoint(owner, app_name, task_name) - else: - return json.dumps({"error": "invalid endpoint"}), 404 - - -@bp.route("///version", methods=["POST"]) -def endpoint_version(owner, app_name): - action = "inputs_version" - endpoint = sync_endpoint - return route_to_task(owner, app_name, endpoint, action) - - -@bp.route("///inputs", methods=["POST"]) -def endpoint_inputs(owner, app_name): - action = "inputs_get" - endpoint = sync_endpoint - return route_to_task(owner, app_name, endpoint, action) - - -@bp.route("///parse", methods=["POST"]) -def endpoint_parse(owner, app_name): - action = "inputs_parse" - endpoint = async_endpoint - return route_to_task(owner, app_name, endpoint, action) - - -@bp.route("///sim", methods=["POST"]) -def endpoint_sim(owner, app_name): - action = "sim" - print("owner, app_name", owner, app_name) - cluster_type = get_cluster_type(owner, app_name) - print(f"cluster type is {cluster_type}") - if cluster_type == "single-core": - return route_to_task(owner, app_name, async_endpoint, action) - elif cluster_type == "dask": - return dask_endpoint(owner, app_name, action) - else: - return json.dumps({"error": "model does not exist."}), 404 - - -@bp.route("///get//", methods=["GET"]) -def results(owner, app_name, job_id): - cluster_type = get_cluster_type(owner, app_name) - if cluster_type == "single-core": - async_result = AsyncResult(job_id) - if async_result.ready() and async_result.successful(): - return json.dumps(async_result.result) - elif async_result.failed(): - print("traceback", async_result.traceback) - return json.dumps( - {"status": "WORKER_FAILURE", "traceback": async_result.traceback} - ) - else: - return make_response("not ready", 202) - elif cluster_type == "dask": - addr = dask_scheduler_address(owner, app_name) - with Client(addr) as client: - fut = Future(job_id, client=client) - if fut.done() and fut.status != "error": - return fut.result() - elif fut.done() and fut.status in ("error", "cancelled"): - return json.dumps( - {"status": "WORKER_FAILURE", "traceback": fut.traceback()} - ) - else: - return make_response("not ready", 202) - else: - return json.dumps({"error": "model does not exist."}), 404 - - -@bp.route("///query//", methods=["GET"]) -def query_results(owner, app_name, job_id): - - cluster_type = get_cluster_type(owner, app_name) - if cluster_type == "single-core": - async_result = AsyncResult(job_id) - print("celery result", async_result.state) - if async_result.ready() and async_result.successful(): - return "YES" - elif async_result.failed(): - return "FAIL" - else: - return "NO" - elif cluster_type == "dask": - addr = dask_scheduler_address(owner, app_name) - with Client(addr) as client: - fut = Future(job_id, client=client) - print("dask result", fut.status) - if fut.done() and fut.status != "error": - return "YES" - elif fut.done() and fut.status in ("error", "cancelled"): - return "FAIL" - else: - return "NO" - else: - return json.dumps({"error": "model does not exist."}), 404 - - -@bp.route("/reset-config/", methods=["GET"]) -def reset_config(): - CONFIG.update(get_cs_config()) - return json.dumps({"status": "SUCCESS"}), 200 diff --git a/distributed/api/tests/test_celery.py b/distributed/api/tests/test_celery.py deleted file mode 100644 index 42b6f298..00000000 --- a/distributed/api/tests/test_celery.py +++ /dev/null @@ -1,15 +0,0 @@ -# import pytest -# from celery import chord - -# @pytest.fixture(scope='session') -# def celery_config(): -# return { -# 'broker_url': 'redis://redis:6379/0', -# 'result_backend': 'redis://redis:6379/0', -# 'task_serializer': 'json', -# 'accept_content': ['msgpack', 'json']} - - -# def test_project_endpoint(celery_worker): -# # celery tests here. -# pass diff --git a/distributed/api/tests/test_flask.py b/distributed/api/tests/test_flask.py deleted file mode 100644 index b3647b67..00000000 --- a/distributed/api/tests/test_flask.py +++ /dev/null @@ -1,80 +0,0 @@ -import pytest -import json -import time -import msgpack - -from api import create_app - - -@pytest.fixture -def app(): - app = create_app({"TESTING": True}) - - yield app - - -@pytest.fixture -def client(app): - return app.test_client() - - -def post_and_poll(client, url, data, exp_status="YES", tries=30): - packed = msgpack.dumps(data, use_bin_type=True) - resp = client.post( - url, data=packed, headers={"Content-Type": "application/octet-stream"} - ) - assert resp.status_code == 200 - data = json.loads(resp.data.decode("utf-8")) - job_id = data["job_id"] - status = "NO" - while status == "NO" and tries > 0: - resp = client.get("/query_job?job_id={job_id}".format(job_id=job_id)) - status = resp.data.decode("utf-8") - assert resp.status_code == 200 - time.sleep(1) - tries -= 1 - - assert status == exp_status - - resp = client.get("/get_job?job_id={job_id}".format(job_id=job_id)) - assert resp.status_code == 200 - return resp - - -def test_hello(client): - resp = client.get("/hello") - assert resp.status_code == 200 - - -def test_error_app_inputs(client): - data = {"meta_param": True} - packed = msgpack.dumps(data, use_bin_type=True) - resp = client.post( - "/error/app/inputs", - data=packed, - headers={"Content-Type": "application/octet-stream"}, - ) - assert resp.status_code == 200 - data = json.loads(resp.data.decode("utf-8")) - assert data["status"] == "FAIL" - assert data["traceback"] - assert sum(data["meta"]["task_times"]) > 0 - - -def test_error_app_parse(client): - data = { - "params": {"cat": {"param": 0}}, - "jsonparams": "", - "errors_warnings": {"cat": {"errors": {}, "warnings": {}}}, - } - packed = msgpack.dumps(data, use_bin_type=True) - resp = client.post( - "/error/app/parse", - data=packed, - headers={"Content-Type": "application/octet-stream"}, - ) - assert resp.status_code == 200 - data = json.loads(resp.data.decode("utf-8")) - assert data["status"] == "FAIL" - assert data["traceback"] - assert sum(data["meta"]["task_times"]) > 0 diff --git a/distributed/celery_io.sh b/distributed/celery_io.sh deleted file mode 100755 index 02d308d6..00000000 --- a/distributed/celery_io.sh +++ /dev/null @@ -1,4 +0,0 @@ -#!/usr/bin/env bash -SAFEOWNER=$(python -c "import re, os; print(re.sub('[^0-9a-zA-Z]+', '', \"$1\").lower())") -SAFETITLE=$(python -c "import re, os; print(re.sub('[^0-9a-zA-Z]+', '', \"$2\").lower())") -celery -A celery_app.${SAFEOWNER}_${SAFETITLE}_tasks worker --loglevel=info --concurrency=1 -Q ${SAFEOWNER}_${SAFETITLE}_inputs_queue -n ${SAFEOWNER}_${SAFETITLE}_inputs@%h \ No newline at end of file diff --git a/distributed/celery_sim.sh b/distributed/celery_sim.sh deleted file mode 100755 index dac81086..00000000 --- a/distributed/celery_sim.sh +++ /dev/null @@ -1,4 +0,0 @@ -#!/usr/bin/env bash -SAFEOWNER=$(python -c "import re, os; print(re.sub('[^0-9a-zA-Z]+', '', \"$1\").lower())") -SAFETITLE=$(python -c "import re, os; print(re.sub('[^0-9a-zA-Z]+', '', \"$2\").lower())") -celery -A celery_app.${SAFEOWNER}_${SAFETITLE}_tasks worker --loglevel=info --concurrency=1 -Q ${SAFEOWNER}_${SAFETITLE}_queue -n ${SAFEOWNER}_${SAFETITLE}_sim@%h \ No newline at end of file diff --git a/distributed/cs-dask-sim/cs_dask_sim.py b/distributed/cs-dask-sim/cs_dask_sim.py deleted file mode 100644 index 2f60ff35..00000000 --- a/distributed/cs-dask-sim/cs_dask_sim.py +++ /dev/null @@ -1,107 +0,0 @@ -import os -import time -import traceback -from functools import partial - -import cs_storage -import requests -from distributed import worker_client - -try: - from cs_config import functions -except ImportError: - functions = None - - -def done_callback(future, job_id, comp_url, comp_api_token, start_time): - """ - This should be called like: - - callback = functools.partial( - done_callback, - job_id=job_id, - comp_url=os.environ.get("COMP_URL"), - comp_api_token=os.environ.get("comp_api_token"), - start_time=time.time() - ) - - This is because this function needs the job id, comp url, - api token, and start time arguments, but dask only passes the - future object. - """ - finish = time.time() - print(f"job_id: {job_id}") - print(f"from dask") - print(f"state: {future.status}") - res = {} - traceback_str = None - try: - outputs = future.result() - outputs = cs_storage.write(job_id, outputs) - res.update( - { - "model_version": functions.get_version(), - "outputs": outputs, - "version": "v1", - } - ) - except Exception: - traceback_str = traceback.format_exc() - print(f"exception in callback with job_id: {job_id}") - print(traceback_str) - - if "meta" not in res: - res["meta"] = {} - res["meta"]["task_times"] = [finish - start_time] - if traceback_str is None: - res["status"] = "SUCCESS" - else: - res["status"] = "FAIL" - res["traceback"] = traceback_str - - res["job_id"] = job_id - print("got result", res) - print(f"posting data to {comp_url}/outputs/api/") - resp = requests.put( - f"{comp_url}/outputs/api/", - json=res, - headers={"Authorization": f"Token {comp_api_token}"}, - ) - print("resp", resp.status_code) - if resp.status_code == 400: - print("errors", resp.json()) - - -def dask_sim(meta_param_dict, adjustment, job_id, comp_url, comp_api_token, timeout): - """ - Wraps the functions.run_model function with a dask future and adds a - callback for pushing the results back to the webapp. The callback is - necessary becuase it will be called no matter what kinds of exceptions - are thrown in this function. - - This wrapper function is called with fire_and_forget. Since dask - "forgets" about this function but keeps track of the run_model task, - we give the run_model task the job_id. This makes it possible for the - webapp to query the job status. - """ - start_time = time.time() - partialled_cb = partial( - done_callback, - job_id=job_id, - comp_url=comp_url, - comp_api_token=comp_api_token, - start_time=start_time, - ) - with worker_client() as c: - print("c", c) - fut = c.submit(functions.run_model, meta_param_dict, adjustment, key=job_id) - fut.add_done_callback(partialled_cb) - try: - print("waiting on future", fut) - _ = fut.result(timeout=timeout) - except Exception: - # Exceptions are picked up by the callback. We just - # log them here. - traceback_str = traceback.format_exc() - print(f"exception in task with job_id: {job_id}") - print(traceback_str) diff --git a/distributed/cs-dask-sim/setup.py b/distributed/cs-dask-sim/setup.py deleted file mode 100644 index acba0664..00000000 --- a/distributed/cs-dask-sim/setup.py +++ /dev/null @@ -1,10 +0,0 @@ -import setuptools -import os - -setuptools.setup( - name="cs-dask-sim", - description="Local package for sending a dask function over the wire.", - url="https://github.com/compute-tooling/compute-studio", - packages=setuptools.find_packages(), - include_package_data=True, -) diff --git a/distributed/cs_cluster.py b/distributed/cs_cluster.py deleted file mode 100644 index fff26a60..00000000 --- a/distributed/cs_cluster.py +++ /dev/null @@ -1,400 +0,0 @@ -import argparse -import copy -import yaml -import os -import re -import shutil -import subprocess -import time -from pathlib import Path - - -TAG = os.environ.get("TAG", "") -PROJECT = os.environ.get("PROJECT", "cs-workers-dev") - - -def clean(word): - return re.sub("[^0-9a-zA-Z]+", "", word).lower() - - -def run(cmd): - print(f"Running: {cmd}\n") - s = time.time() - res = subprocess.run(cmd, shell=True, check=True) - f = time.time() - print(f"\n\tFinished in {f-s} seconds.\n") - return res - - -class Cluster: - """ - Deploy and manage Compute Studio compute cluster: - - build, tag, and push the docker images for the flask app and - compute.studio modeling apps. - - write k8s config files for the flask deployment and the - compute.studio modeling app deployments. - - apply k8s config files to an existing compute cluster. - - TODO: - - teardown, update, add new models to cluster. - - args: - - config: configuration for the apps powering C/S. - - tag: image version, defined as [c/s version].[mm][dd].[n] - - project: GCP project that the compute cluster is under. - - models (optional): only build a subset of the models in - the config. - - """ - - k8s_target = "kubernetes/" - k8s_app_target = "kubernetes/apps" - cr = "gcr.io" - - def __init__(self, config, tag, project, models=None): - self.tag = tag - self.project = project - self.models = models if models and models[0] else None - - with open(config, "r") as f: - self.config = yaml.safe_load(f.read()) - - with open("templates/flask-deployment.template.yaml", "r") as f: - self.flask_template = yaml.safe_load(f.read()) - - with open("templates/sc-deployment.template.yaml", "r") as f: - self.sc_template = yaml.safe_load(f.read()) - - with open("templates/dask/scheduler-deployment.template.yaml", "r") as f: - self.dask_scheduler_template = yaml.safe_load(f.read()) - - with open("templates/dask/scheduler-service.template.yaml", "r") as f: - self.dask_scheduler_service_template = yaml.safe_load(f.read()) - - with open("templates/dask/worker-deployment.template.yaml", "r") as f: - self.dask_worker_template = yaml.safe_load(f.read()) - - def build(self): - """ - Wrap all methods that build, tag, and push the images as well as - write the k8s config fiels. - """ - self.build_base_images() - self.write_flask_deployment() - self.build_apps() - - def apply(self): - """ - Experimental. Apply k8s config files to existing k8s cluster. - """ - run(f"kubectl apply -f {self.k8s_target}") - run(f"kubectl apply -f {self.k8s_app_target}") - - def dry_run(self): - self.write_flask_deployment() - for app in self.config: - for action in ["io", "sim"]: - self.write_app_deployment(app, action) - - def build_base_images(self): - """ - Build, tag, and push base images for the flask app and modeling apps. - - Note: distributed and celerybase are tagged as "latest." All other apps - pull from either distributed:latest or celerybase:latest. - """ - run("docker build -t distributed:latest -f dockerfiles/Dockerfile ./") - run("docker build -t celerybase:latest -f dockerfiles/Dockerfile.celerybase ./") - run(f"docker build -t flask:{self.tag} -f dockerfiles/Dockerfile.flask ./") - - for img_name in ["distributed", "celerybase"]: - run(f"docker tag {img_name} {self.cr}/{self.project}/{img_name}:latest") - run(f"docker push {self.cr}/{self.project}/{img_name}:latest") - - run(f"docker tag flask:{self.tag} {self.cr}/{self.project}/flask:{self.tag}") - run(f"docker push {self.cr}/{self.project}/flask:{self.tag}") - - def write_flask_deployment(self): - """ - Write flask deployment file. Only step is filling in the image uri. - """ - flask_deployment = copy.deepcopy(self.flask_template) - flask_deployment["spec"]["template"]["spec"]["containers"][0][ - "image" - ] = f"gcr.io/{self.project}/flask:{self.tag}" - - with open(f"{self.k8s_target}/flask-deployment.yaml", "w") as f: - f.write(yaml.dump(flask_deployment)) - - return flask_deployment - - def build_apps(self): - """ - Build, tag, and push images and write k8s config files - for all apps in config. Filters out those not in models - list, if applicable. - """ - # ensure clean path. - path = Path(self.k8s_app_target) - path.mkdir(exist_ok=True) - stale_files = path.glob("*yaml") - _ = [sf.unlink() for sf in stale_files] - - for app in self.config: - if self.models and app["title"] not in self.models[0]: - continue - try: - self.build_app_image(app) - except Exception as e: - print( - f"There was an error building: " - f"{app['title']}/{app['owner']}:{self.tag}" - ) - print(e) - continue - - for action in ["io", "sim"]: - self.write_app_deployment(app, action) - - def build_app_image(self, app): - """ - Build, tag, and pus the image for a single app. - """ - safeowner = clean(app["owner"]) - safetitle = clean(app["title"]) - img_name = f"{safeowner}_{safetitle}_tasks" - - reg_url = "https://github.com" - raw_url = "https://raw.githubusercontent.com" - - buildargs = dict( - OWNER=app["owner"], - TITLE=app["title"], - BRANCH=app["branch"], - SAFEOWNER=safeowner, - SAFETITLE=safetitle, - SIM_TIME_LIMIT=app["sim_time_limit"], - REPO_URL=app["repo_url"], - RAW_REPO_URL=app["repo_url"].replace(reg_url, raw_url), - **app["env"], - ) - - buildargs_str = " ".join( - [f"--build-arg {arg}={value}" for arg, value in buildargs.items()] - ) - cmd = ( - f"docker build {buildargs_str} -t {img_name}:{self.tag} " - f"-f dockerfiles/Dockerfile.tasks ./" - ) - run(cmd) - - run( - f"docker tag {img_name}:{self.tag} {self.cr}/{self.project}/{img_name}:{self.tag}" - ) - run(f"docker push {self.cr}/{self.project}/{img_name}:{self.tag}") - - def write_app_deployment(self, app, action): - """ - Write k8s config file for an app. - - Note: Dask uses a dot notation for specifying paths - in their config. It could be helpful for us to - do that, too. - - Also, all io (inputs) apps are deployed as a - single-core cluster. - """ - if action == "io": - self.write_sc_app(app, action) - elif app["cluster_type"] == "dask": - self.write_dask_app(app, action) - elif app["cluster_type"] == "single-core": - self.write_sc_app(app, action) - else: - raise RuntimeError(f"Cluster type {app['cluster_type']} unknown.") - - def write_dask_app(self, app, action): - self._write_dask_worker_app(app) - self._write_dask_scheduler_app(app) - self._write_dask_scheduler_service(app) - - def _write_dask_worker_app(self, app): - app_deployment = copy.deepcopy(self.dask_worker_template) - safeowner = clean(app["owner"]) - safetitle = clean(app["title"]) - name = f"{safeowner}-{safetitle}-dask-worker" - image = f"{self.cr}/{self.project}/{safeowner}_{safetitle}_tasks:{self.tag}" - - app_deployment["metadata"]["name"] = name - app_deployment["metadata"]["labels"]["app"] = name - app_deployment["spec"]["replicas"] = app.get("replicas", 1) - app_deployment["spec"]["selector"]["matchLabels"]["app"] = name - app_deployment["spec"]["template"]["metadata"]["labels"]["app"] = name - if "affinity" in app: - affinity_exp = {"key": "model", "operator": "In", "values": [app["affinity"]["model"]]} - app_deployment["spec"]["template"]["spec"]["affinity"] = { - "nodeAffinity": { - "requiredDuringSchedulingIgnoredDuringExecution": { - "nodeSelectorTerms": [{"matchExpressions": [affinity_exp]}] - } - } - } - - container_config = app_deployment["spec"]["template"]["spec"]["containers"][0] - - resources, _ = self._resources(app, action="sim") - container_config.update( - { - "name": name, - "image": image, - "args": [ - "dask-worker", - f"{safeowner}-{safetitle}-dask-scheduler:8786", - "--nthreads", - str(resources["limits"]["cpu"]), - "--memory-limit", - str(resources["limits"]["memory"]), - "--no-bokeh", - ], - "resources": resources, - } - ) - container_config["env"].append( - { - "name": "DASK_SCHEDULER_ADDRESS", - "value": f"{safeowner}-{safetitle}-dask-scheduler:8786", - } - ) - - self._set_secrets(app, container_config) - - with open(f"{self.k8s_app_target}/{name}-deployment.yaml", "w") as f: - f.write(yaml.dump(app_deployment)) - - return app_deployment - - def _write_dask_scheduler_app(self, app): - app_deployment = copy.deepcopy(self.dask_scheduler_template) - safeowner = clean(app["owner"]) - safetitle = clean(app["title"]) - name = f"{safeowner}-{safetitle}-dask-scheduler" - - app_deployment["metadata"]["name"] = name - app_deployment["metadata"]["labels"]["app"] = name - app_deployment["spec"]["selector"]["matchLabels"]["app"] = name - app_deployment["spec"]["template"]["metadata"]["labels"]["app"] = name - app_deployment["spec"]["template"]["spec"]["containers"][0]["name"] = name - - with open(f"{self.k8s_app_target}/{name}-deployment.yaml", "w") as f: - f.write(yaml.dump(app_deployment)) - - return app_deployment - - def _write_dask_scheduler_service(self, app): - app_service = copy.deepcopy(self.dask_scheduler_service_template) - safeowner = clean(app["owner"]) - safetitle = clean(app["title"]) - name = f"{safeowner}-{safetitle}-dask-scheduler" - - app_service["metadata"]["name"] = name - app_service["metadata"]["labels"]["app"] = name - app_service["spec"]["selector"]["app"] = name - - app_service["spec"]["ports"][0]["name"] = name - app_service["spec"]["ports"][1]["name"] = f"{safeowner}-{safetitle}-dask-webui" - - with open(f"{self.k8s_app_target}/{name}-service.yaml", "w") as f: - f.write(yaml.dump(app_service)) - - return app_service - - def write_sc_app(self, app, action): - app_deployment = copy.deepcopy(self.sc_template) - safeowner = clean(app["owner"]) - safetitle = clean(app["title"]) - name = f"{safeowner}-{safetitle}-{action}" - - resources, affinity_size = self._resources(app, action) - - if not isinstance(affinity_size, list): - affinity_size = [affinity_size] - - app_deployment["metadata"]["name"] = name - app_deployment["spec"]["selector"]["matchLabels"]["app"] = name - app_deployment["spec"]["template"]["metadata"]["labels"]["app"] = name - if "affinity" in app and action == "sim": - affinity_exp = {"key": "size", "operator": "In", "values": affinity_size} - app_deployment["spec"]["template"]["spec"]["affinity"] = { - "nodeAffinity": { - "requiredDuringSchedulingIgnoredDuringExecution": { - "nodeSelectorTerms": [{"matchExpressions": [affinity_exp]}] - } - } - } - - container_config = app_deployment["spec"]["template"]["spec"]["containers"][0] - - container_config.update( - { - "name": name, - "image": f"{self.cr}/{self.project}/{safeowner}_{safetitle}_tasks:{self.tag}", - "command": [f"./celery_{action}.sh"], - "args": [ - app["owner"], - app["title"], - ], # TODO: pass safe names to docker file at build and run time - "resources": resources, - } - ) - - container_config["env"].append({"name": "TITLE", "value": app["title"]}) - container_config["env"].append({"name": "OWNER", "value": app["owner"]}) - - self._set_secrets(app, container_config) - - with open(f"{self.k8s_app_target}/{name}-deployment.yaml", "w") as f: - f.write(yaml.dump(app_deployment)) - - return app_deployment - - def _resources(self, app, action): - if action == "io": - resources = { - "requests": {"cpu": 0.7, "memory": "0.25G"}, - "limits": {"cpu": 1, "memory": "0.7G"}, - } - affinity_size = ["small", "medium"] - else: - resources = {"requests": {"memory": "1G", "cpu": 1}} - resources = dict(resources, **copy.deepcopy(app["resources"])) - affinity_size = app.get("affinity", {}).get("size", ["small", "medium"]) - return resources, affinity_size - - def _set_secrets(self, app, config): - # TODO: write secrets to secret config files instead of env. - if app.get("secret"): - for var, val in app["secret"].items(): - config["env"].append({"name": var.upper(), "value": val}) - - -if __name__ == "__main__": - parser = argparse.ArgumentParser(description="Deploy C/S compute cluster.") - parser.add_argument("--config", required=True) - parser.add_argument("--tag", required=False, default=TAG) - parser.add_argument("--project", required=False, default=PROJECT) - parser.add_argument("--models", nargs="+", type=str, required=False, default=None) - parser.add_argument("--build", action="store_true") - parser.add_argument("--dry-run", action="store_true") - parser.add_argument("--build-base-only", action="store_true") - args = parser.parse_args() - - cluster = Cluster( - config=args.config, tag=args.tag, project=args.project, models=args.models - ) - - if args.build: - cluster.build() - elif args.dry_run: - cluster.dry_run() - elif args.build_base_only: - cluster.build_base_images() diff --git a/distributed/dockerfiles/Dockerfile.celerybase b/distributed/dockerfiles/Dockerfile.celerybase deleted file mode 100755 index 58d26d1f..00000000 --- a/distributed/dockerfiles/Dockerfile.celerybase +++ /dev/null @@ -1,5 +0,0 @@ -ARG TAG -FROM distributed - -ENV CELERY_BROKER_URL redis://redis-master/0 -ENV CELERY_RESULT_BACKEND redis://redis-master/0 diff --git a/distributed/dockerfiles/Dockerfile.flask b/distributed/dockerfiles/Dockerfile.flask deleted file mode 100755 index 4c567fb9..00000000 --- a/distributed/dockerfiles/Dockerfile.flask +++ /dev/null @@ -1,36 +0,0 @@ -ARG TAG -FROM distributed - -LABEL build="flask" date="2018-06-13" - -USER root - -ENV CELERY_BROKER_URL redis://redis-master/0 -ENV CELERY_RESULT_BACKEND redis://redis-master/0 - -ENV HOST 0.0.0.0 -ENV PORT 5050 -ENV DEBUG true - -ENV IS_FLASK True - -# expose the app port -EXPOSE 80 -EXPOSE 5050 - -RUN conda install -c conda-forge dask distributed -RUN pip install -r requirements.txt - -COPY ./cs-dask-sim /home/distributed/cs-dask-sim -RUN cd /home/distributed/cs-dask-sim && pip install -e . - -COPY ./api /home/distributed/api -COPY ./api/endpoints.py /home/distributed/api -COPY ./api/celery_app/__init__.py /home/distributed/api/celery_app/__init__.py -COPY ./setup.py /home/distributed -RUN cd /home/distributed && pip install -e . - -WORKDIR /home/distributed/api - -# run the app server -CMD ["gunicorn", "--bind", "0.0.0.0:5050", "api:app", "--access-logfile", "-"] diff --git a/distributed/dockerfiles/Dockerfile.tasks b/distributed/dockerfiles/Dockerfile.tasks deleted file mode 100755 index d89fb713..00000000 --- a/distributed/dockerfiles/Dockerfile.tasks +++ /dev/null @@ -1,51 +0,0 @@ -ARG TAG -FROM celerybase - -# install packages here -# install packages necessary for celery and creating screenshots -RUN pip install -r requirements.txt -RUN conda install -c conda-forge lz4 -RUN conda install -c conda-forge jinja2 pyppeteer && pyppeteer-install - -ARG TITLE -ARG OWNER -ARG REPO_URL -ARG RAW_REPO_URL -ARG BRANCH=master - -# Install necessary packages, copying files, etc. -###################### -# Bump to trigger build -ARG BUILD_NUM=0 - -ADD ${RAW_REPO_URL}/${BRANCH}/cs-config/install.sh /home -RUN cat /home/install.sh -RUN bash /home/install.sh - -# Bump to trigger re-install of source, without re-installing dependencies. -ARG INSTALL_NUM=0 -RUN pip install "git+${REPO_URL}.git@${BRANCH}#egg=cs-config&subdirectory=cs-config" -ADD ${RAW_REPO_URL}/${BRANCH}/cs-config/cs_config/tests/test_functions.py /home -RUN pip install cs-kit -RUN py.test /home/test_functions.py -v -s -###################### - -ARG SIM_TIME_LIMIT -COPY templates/tasks_template.py tasks_template.py -COPY tasks_writer.py tasks_writer.py -RUN mkdir /home/distributed/api/celery_app -RUN python tasks_writer.py --owner ${OWNER} --title ${TITLE} --sim-time-limit ${SIM_TIME_LIMIT} --out /home/distributed/api/celery_app - -# copy over necessary files for this project's celery app -COPY ./api/__init__.py /home/distributed/api/__init__.py -COPY ./api/celery_app/__init__.py /home/distributed/api/celery_app/__init__.py -COPY ./setup.py /home/distributed -RUN cd /home/distributed && pip install -e . - -WORKDIR /home/distributed/api - -COPY celery_sim.sh /home/distributed/api/celery_sim.sh -COPY celery_io.sh /home/distributed/api/celery_io.sh - -COPY ./cs-dask-sim /home/distributed/cs-dask-sim -RUN cd /home/distributed/cs-dask-sim && pip install -e . diff --git a/distributed/kubernetes/flower-deployment.yaml b/distributed/kubernetes/flower-deployment.yaml deleted file mode 100644 index 9ea42beb..00000000 --- a/distributed/kubernetes/flower-deployment.yaml +++ /dev/null @@ -1,40 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: flower-monitor -spec: - replicas: 1 - selector: - matchLabels: - app: flower-monitor - template: - metadata: - labels: - app: flower-monitor - spec: - containers: - - name: flower-monitor - image: mher/flower - imagePullPolicy: Always - command: ["flower"] - args: ["--broker=redis://redis-master/0", "--port=8888"] - env: - - name: GET_HOSTS_FROM - value: dns - - name: FLOWER_PORT - value: "8888" - ports: - - containerPort: 8888 - resources: - requests: - memory: "95Mi" - cpu: "75m" - affinity: - nodeAffinity: - requiredDuringSchedulingIgnoredDuringExecution: - nodeSelectorTerms: - - matchExpressions: - - key: size - operator: In - values: - - small diff --git a/distributed/kubernetes/redis-master-deployment.yaml b/distributed/kubernetes/redis-master-deployment.yaml deleted file mode 100644 index f63f07cb..00000000 --- a/distributed/kubernetes/redis-master-deployment.yaml +++ /dev/null @@ -1,29 +0,0 @@ -apiVersion: apps/v1 # for versions before 1.9.0 use apps/v1beta2 -kind: Deployment -metadata: - name: redis-master - labels: - app: redis -spec: - selector: - matchLabels: - app: redis - role: master - tier: backend - replicas: 1 - template: - metadata: - labels: - app: redis - role: master - tier: backend - spec: - containers: - - name: master - image: k8s.gcr.io/redis:e2e # or just image: redis - resources: - requests: - cpu: 100m - memory: 100Mi - ports: - - containerPort: 6379 \ No newline at end of file diff --git a/distributed/requirements.txt b/distributed/requirements.txt deleted file mode 100755 index dc486c9d..00000000 --- a/distributed/requirements.txt +++ /dev/null @@ -1,10 +0,0 @@ -pip -msgpack -celery -redis -pytest -flask -toolz -gunicorn -boto3 -cs-storage>=1.8.1 \ No newline at end of file diff --git a/distributed/setup.py b/distributed/setup.py deleted file mode 100644 index ae8f60dd..00000000 --- a/distributed/setup.py +++ /dev/null @@ -1,9 +0,0 @@ -import setuptools - -setuptools.setup( - name="api", - version="0.1.0", - packages=setuptools.find_packages(), - license="", - long_description="API server for Compute Studio", -) diff --git a/distributed/tasks_writer.py b/distributed/tasks_writer.py deleted file mode 100644 index 914a8bcc..00000000 --- a/distributed/tasks_writer.py +++ /dev/null @@ -1,48 +0,0 @@ -import argparse -import yaml -import re -import os - -from jinja2 import Template - - -def clean(word): - return re.sub("[^0-9a-zA-Z]+", "", word).lower() - - -def template(owner, title, sim_time_limit, out): - owner = clean(owner) - title = clean(title) - print(owner, title) - with open("tasks_template.py") as f: - text = f.read() - - t = Template(text) - - r = t.render(APP_NAME=f"{owner}_{title}_tasks", SIM_TIME_LIMIT=sim_time_limit) - - with open(os.path.join(out, f"{owner}_{title}_tasks.py"), "w") as f: - f.write(r) - - -if __name__ == "__main__": - parser = argparse.ArgumentParser(description="Write tasks modules from template.") - parser.add_argument("--owner") - parser.add_argument("--title") - parser.add_argument("--sim-time-limit", dest="sim_time_limit", type=int) - parser.add_argument("--config") - parser.add_argument("--out", "-o", default="api/celery_app") - parser.add_argument("--models", nargs="+", type=str, required=False, default=None) - args = parser.parse_args() - models = args.models if args.models and args.models[0] else None - if args.config: - with open(args.config) as f: - config = yaml.safe_load(f.read()) - for obj in config: - if models and obj["title"] not in models: - continue - template(obj["owner"], obj["title"], obj["sim_time_limit"], args.out) - elif args.owner and args.title and args.sim_time_limit: - template(args.owner, args.title, args.sim_time_limit, args.out) - else: - print("No arguments received.") diff --git a/distributed/templates/dask/scheduler-deployment.template.yaml b/distributed/templates/dask/scheduler-deployment.template.yaml deleted file mode 100644 index 91903ac9..00000000 --- a/distributed/templates/dask/scheduler-deployment.template.yaml +++ /dev/null @@ -1,41 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: # [owner]-[title]-dask-scheduler - labels: - app: # [owner]-[title]-dask-scheduler - component: scheduler -spec: - replicas: 1 - selector: - matchLabels: - app: # [owner]-[title]-dask-scheduler - component: scheduler - strategy: - type: RollingUpdate - template: - metadata: - labels: - app: # [owner]-[title]-dask-scheduler - component: scheduler - spec: - containers: - - name: # [owner]-[title]-dask-scheduler - image: daskdev/dask:latest - imagePullPolicy: IfNotPresent - args: - - dask-scheduler - - --port - - "8786" - - --bokeh-port - - "8787" - ports: - - containerPort: 8786 - - containerPort: 8787 - resources: - requests: - cpu: 0.5 - memory: 2G - limits: - cpu: 1.8 - memory: 6G diff --git a/distributed/templates/dask/scheduler-service.template.yaml b/distributed/templates/dask/scheduler-service.template.yaml deleted file mode 100644 index ca6e92a5..00000000 --- a/distributed/templates/dask/scheduler-service.template.yaml +++ /dev/null @@ -1,18 +0,0 @@ -apiVersion: v1 -kind: Service -metadata: - name: # [owner]-[title]-dask-scheduler - labels: - app: # [owner]-[title]-dask-scheduler - component: scheduler -spec: - ports: - - name: # [owner]-[title]-dask-scheduler - port: 8786 - targetPort: 8786 - - name: # [owner]-[title]-dask-webui - port: 8787 - targetPort: 8787 - selector: - app: # [owner]-[title]-dask-scheduler - component: scheduler diff --git a/distributed/templates/dask/worker-deployment.template.yaml b/distributed/templates/dask/worker-deployment.template.yaml deleted file mode 100644 index 91349d38..00000000 --- a/distributed/templates/dask/worker-deployment.template.yaml +++ /dev/null @@ -1,45 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: # [owner]-[title]-dask-worker - labels: - app: # [owner]-[title]-dask-worker - component: worker -spec: - replicas: 1 - selector: - matchLabels: - app: # [owner]-[title]-dask-worker - component: worker - strategy: - type: RollingUpdate - template: - metadata: - labels: - app: # [owner]-[title]-worker - component: worker - spec: - containers: - - name: # [owner]-[tutle]-dask-worker - image: # gcr.io/[project]/[owner]_[title]_tasks:[tag] - imagePullPolicy: Always - args: - - dask-worker - - # [owner]-[title]-dask-scheduler:8786 - - --nthreads - - # cpus - - --memory-limit - - # memory limit - - --no-bokeh - ports: - - containerPort: 8789 - resources: - env: - - name: DASK_DISTRIBUTED__DAEMON - value: "false" - - name: BUCKET - valueFrom: - secretKeyRef: - name: worker-secret - key: BUCKET - # affinity: diff --git a/distributed/templates/flask-deployment.template.yaml b/distributed/templates/flask-deployment.template.yaml deleted file mode 100755 index de0be4ef..00000000 --- a/distributed/templates/flask-deployment.template.yaml +++ /dev/null @@ -1,48 +0,0 @@ -apiVersion: apps/v1 -kind: Deployment -metadata: - name: flask -spec: - replicas: 2 - selector: - matchLabels: - app: flask - template: - metadata: - labels: - app: flask - spec: - containers: - - name: flask - image: - imagePullPolicy: Always - env: - - name: GET_HOSTS_FROM - value: dns - ports: - - containerPort: 5050 - env: - - name: COMP_URL - valueFrom: - secretKeyRef: - name: worker-secret - key: COMP_URL - - name: COMP_API_TOKEN - valueFrom: - secretKeyRef: - name: worker-secret - key: COMP_API_TOKEN - - name: BUCKET - valueFrom: - secretKeyRef: - name: worker-secret - key: BUCKET - affinity: - nodeAffinity: - requiredDuringSchedulingIgnoredDuringExecution: - nodeSelectorTerms: - - matchExpressions: - - key: size - operator: In - values: - - small diff --git a/distributed/templates/tasks_template.py b/distributed/templates/tasks_template.py deleted file mode 100644 index 66cc7fa1..00000000 --- a/distributed/templates/tasks_template.py +++ /dev/null @@ -1,58 +0,0 @@ -import time -import os - -from api.celery_app import celery_app, task_wrapper - -try: - from cs_config import functions -except ImportError as ie: - if os.environ.get("IS_FLASK", "False") == "True": - functions = None - else: - raise ie - - -@celery_app.task( - name="{{APP_NAME}}.inputs_version", soft_time_limit=10, bind=True, acks_late=True -) -@task_wrapper -def inputs_version(self): - return {"version": functions.get_version()} - - -@celery_app.task( - name="{{APP_NAME}}.inputs_get", soft_time_limit=10, bind=True, acks_late=True -) -@task_wrapper -def inputs_get(self, meta_param_dict): - return functions.get_inputs(meta_param_dict) - - -@celery_app.task( - name="{{APP_NAME}}.inputs_parse", soft_time_limit=10, bind=True, acks_late=True -) -@task_wrapper -def inputs_parse(self, meta_param_dict, adjustment, errors_warnings): - return functions.validate_inputs(meta_param_dict, adjustment, errors_warnings) - - -@celery_app.task( - name="{{APP_NAME}}.sim", - soft_time_limit={{SIM_TIME_LIMIT}}, - bind=True, - acks_late=True, -) -@task_wrapper -def sim(self, meta_param_dict, adjustment): - if os.environ.get("DASK_SCHEDULER_ADDRESS") is not None: - from distributed import Client - from dask import delayed - - print("submitting data") - with Client() as c: - print("c", c) - fut = c.submit(functions.run_model, meta_param_dict, adjustment) - print("waiting on result", fut) - return fut.result() - - return functions.run_model(meta_param_dict, adjustment) diff --git a/distributed/worker_config.dev.yaml b/distributed/worker_config.dev.yaml deleted file mode 100644 index ee0d5f97..00000000 --- a/distributed/worker_config.dev.yaml +++ /dev/null @@ -1,37 +0,0 @@ -- owner: hdoupe - title: Matchups - branch: master - repo_url: https://github.com/hdoupe/Matchups - cluster_type: single-core - env: - BUILD_NUM: 0 - affinity: - size: small - secrets: - some_secret: hello world - resources: - limits: - cpu: 1000m - memory: 4000Mi - requests: - cpu: 500m - memory: 300Mi - sim_time_limit: 60 -- owner: PSLmodels - title: OG-USA - sim_time_limit: 10000 - repo_url: https://github.com/PSLmodels/OG-USA - branch: master - cluster_type: dask - replicas: 2 - resources: - requests: - memory: 7G - cpu: 2 - limits: - memory: 7G - cpu: 2 - env: - {} - # BUILD_NUM: 2 - # INSTALL_NUM: 0 diff --git a/docker-compose.yml b/docker-compose.yml index 9a4da9e1..3ac249d1 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -28,7 +28,7 @@ services: - DATABASE_URL=postgresql://postgres:postgres@127.0.0.1:5432/postgres - USE_STRIPE=False - DEBUG=True - - WORKERS=${WORKERS}:5050 + - WORKERS=${WORKERS} - LOCAL=True - BUCKET=cs-outputs-dev - MAILGUN_API_KEY=${MAILGUN_API_KEY} diff --git a/src/Publish/index.tsx b/src/Publish/index.tsx index e1ab5710..03f929c5 100755 --- a/src/Publish/index.tsx +++ b/src/Publish/index.tsx @@ -24,7 +24,14 @@ var Schema = yup.object().shape({ oneliner: yup.string().required(requiredMessage), description: yup.string().required(requiredMessage), repo_url: yup.string().url(), - // server_size: yup.mixed().oneOf([[4, 2], [8, 4], [16, 8], [32, 16], [64, 32]]), + cpu: yup + .number() + .min(1, "CPU must be greater than ${min}.") + .max(7, "CPU must be less than ${max}."), + memory: yup + .number() + .min(2, "Memory must be greater than ${min}.") + .max(24, "Memory must be less than ${max}."), exp_task_time: yup.number().min(0, "Expected task time must be greater than ${min}."), listed: yup.boolean().required(requiredMessage) }); @@ -48,7 +55,9 @@ interface PublishValues { description: string; oneliner: string; repo_url: string; - server_size: [number, number]; + repo_tag: string; + cpu: number; + memory: number; exp_task_time: number; listed: boolean; } @@ -58,7 +67,9 @@ const initialValues: PublishValues = { description: "", oneliner: "", repo_url: "", - server_size: [4, 2], + repo_tag: "master", + cpu: 2, + memory: 6, exp_task_time: 0, listed: true }; @@ -131,6 +142,7 @@ class PublishForm extends React.Component { window.scroll(0, 0); }); }} + validateOnChange={true} validationSchema={Schema} render={({ status }) => (
@@ -214,6 +226,21 @@ class PublishForm extends React.Component { /> } />

+
+ +

+ + } /> +

+
+ +
+

Resource Requirements

+
+
+ +

+ + } /> +

+
- - } /> + +

+ + } /> +

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Array(t>1?t-1:0),r=1;r",Gt:"≫",gt:">",gtcc:"⪧",gtcir:"⩺",gtdot:"⋗",gtlPar:"⦕",gtquest:"⩼",gtrapprox:"⪆",gtrarr:"⥸",gtrdot:"⋗",gtreqless:"⋛",gtreqqless:"⪌",gtrless:"≷",gtrsim:"≳",gvertneqq:"≩︀",gvnE:"≩︀",Hacek:"ˇ",hairsp:" ",half:"½",hamilt:"ℋ",HARDcy:"Ъ",hardcy:"ъ",hArr:"⇔",harr:"↔",harrcir:"⥈",harrw:"↭",Hat:"^",hbar:"ℏ",Hcirc:"Ĥ",hcirc:"ĥ",hearts:"♥",heartsuit:"♥",hellip:"…",hercon:"⊹",Hfr:"ℌ",hfr:"𝔥",HilbertSpace:"ℋ",hksearow:"⤥",hkswarow:"⤦",hoarr:"⇿",homtht:"∻",hookleftarrow:"↩",hookrightarrow:"↪",Hopf:"ℍ",hopf:"𝕙",horbar:"―",HorizontalLine:"─",Hscr:"ℋ",hscr:"𝒽",hslash:"ℏ",Hstrok:"Ħ",hstrok:"ħ",HumpDownHump:"≎",HumpEqual:"≏",hybull:"⁃",hyphen:"‐",Iacute:"Í",iacute:"í",ic:"⁣",Icirc:"Î",icirc:"î",Icy:"И",icy:"и",Idot:"İ",IEcy:"Е",iecy:"е",iexcl:"¡",iff:"⇔",Ifr:"ℑ",ifr:"𝔦",Igrave:"Ì",igrave:"ì",ii:"ⅈ",iiiint:"⨌",iiint:"∭",iinfin:"⧜",iiota:"℩",IJlig:"IJ",ijlig:"ij",Im:"ℑ",Imacr:"Ī",imacr:"ī",image:"ℑ",ImaginaryI:"ⅈ",imagline:"ℐ",imagpart:"ℑ",imath:"ı",imof:"⊷",imped:"Ƶ",Implies:"⇒",in:"∈",incare:"℅",infin:"∞",infintie:"⧝",inodot:"ı",Int:"∬",int:"∫",intcal:"⊺",integers:"ℤ",Integral:"∫",intercal:"⊺",Intersection:"⋂",intlarhk:"⨗",intprod:"⨼",InvisibleComma:"⁣",InvisibleTimes:"⁢",IOcy:"Ё",iocy:"ё",Iogon:"Į",iogon:"į",Iopf:"𝕀",iopf:"𝕚",Iota:"Ι",iota:"ι",iprod:"⨼",iquest:"¿",Iscr:"ℐ",iscr:"𝒾",isin:"∈",isindot:"⋵",isinE:"⋹",isins:"⋴",isinsv:"⋳",isinv:"∈",it:"⁢",Itilde:"Ĩ",itilde:"ĩ",Iukcy:"І",iukcy:"і",Iuml:"Ï",iuml:"ï",Jcirc:"Ĵ",jcirc:"ĵ",Jcy:"Й",jcy:"й",Jfr:"𝔍",jfr:"𝔧",jmath:"ȷ",Jopf:"𝕁",jopf:"𝕛",Jscr:"𝒥",jscr:"𝒿",Jsercy:"Ј",jsercy:"ј",Jukcy:"Є",jukcy:"є",Kappa:"Κ",kappa:"κ",kappav:"ϰ",Kcedil:"Ķ",kcedil:"ķ",Kcy:"К",kcy:"к",Kfr:"𝔎",kfr:"𝔨",kgreen:"ĸ",KHcy:"Х",khcy:"х",KJcy:"Ќ",kjcy:"ќ",Kopf:"𝕂",kopf:"𝕜",Kscr:"𝒦",kscr:"𝓀",lAarr:"⇚",Lacute:"Ĺ",lacute:"ĺ",laemptyv:"⦴",lagran:"ℒ",Lambda:"Λ",lambda:"λ",Lang:"⟪",lang:"⟨",langd:"⦑",langle:"⟨",lap:"⪅",Laplacetrf:"ℒ",laquo:"«",Larr:"↞",lArr:"⇐",larr:"←",larrb:"⇤",larrbfs:"⤟",larrfs:"⤝",larrhk:"↩",larrlp:"↫",larrpl:"⤹",larrsim:"⥳",larrtl:"↢",lat:"⪫",lAtail:"⤛",latail:"⤙",late:"⪭",lates:"⪭︀",lBarr:"⤎",lbarr:"⤌",lbbrk:"❲",lbrace:"{",lbrack:"[",lbrke:"⦋",lbrksld:"⦏",lbrkslu:"⦍",Lcaron:"Ľ",lcaron:"ľ",Lcedil:"Ļ",lcedil:"ļ",lceil:"⌈",lcub:"{",Lcy:"Л",lcy:"л",ldca:"⤶",ldquo:"“",ldquor:"„",ldrdhar:"⥧",ldrushar:"⥋",ldsh:"↲",lE:"≦",le:"≤",LeftAngleBracket:"⟨",LeftArrow:"←",Leftarrow:"⇐",leftarrow:"←",LeftArrowBar:"⇤",LeftArrowRightArrow:"⇆",leftarrowtail:"↢",LeftCeiling:"⌈",LeftDoubleBracket:"⟦",LeftDownTeeVector:"⥡",LeftDownVector:"⇃",LeftDownVectorBar:"⥙",LeftFloor:"⌊",leftharpoondown:"↽",leftharpoonup:"↼",leftleftarrows:"⇇",LeftRightArrow:"↔",Leftrightarrow:"⇔",leftrightarrow:"↔",leftrightarrows:"⇆",leftrightharpoons:"⇋",leftrightsquigarrow:"↭",LeftRightVector:"⥎",LeftTee:"⊣",LeftTeeArrow:"↤",LeftTeeVector:"⥚",leftthreetimes:"⋋",LeftTriangle:"⊲",LeftTriangleBar:"⧏",LeftTriangleEqual:"⊴",LeftUpDownVector:"⥑",LeftUpTeeVector:"⥠",LeftUpVector:"↿",LeftUpVectorBar:"⥘",LeftVector:"↼",LeftVectorBar:"⥒",lEg:"⪋",leg:"⋚",leq:"≤",leqq:"≦",leqslant:"⩽",les:"⩽",lescc:"⪨",lesdot:"⩿",lesdoto:"⪁",lesdotor:"⪃",lesg:"⋚︀",lesges:"⪓",lessapprox:"⪅",lessdot:"⋖",lesseqgtr:"⋚",lesseqqgtr:"⪋",LessEqualGreater:"⋚",LessFullEqual:"≦",LessGreater:"≶",lessgtr:"≶",LessLess:"⪡",lesssim:"≲",LessSlantEqual:"⩽",LessTilde:"≲",lfisht:"⥼",lfloor:"⌊",Lfr:"𝔏",lfr:"𝔩",lg:"≶",lgE:"⪑",lHar:"⥢",lhard:"↽",lharu:"↼",lharul:"⥪",lhblk:"▄",LJcy:"Љ",ljcy:"љ",Ll:"⋘",ll:"≪",llarr:"⇇",llcorner:"⌞",Lleftarrow:"⇚",llhard:"⥫",lltri:"◺",Lmidot:"Ŀ",lmidot:"ŀ",lmoust:"⎰",lmoustache:"⎰",lnap:"⪉",lnapprox:"⪉",lnE:"≨",lne:"⪇",lneq:"⪇",lneqq:"≨",lnsim:"⋦",loang:"⟬",loarr:"⇽",lobrk:"⟦",LongLeftArrow:"⟵",Longleftarrow:"⟸",longleftarrow:"⟵",LongLeftRightArrow:"⟷",Longleftrightarrow:"⟺",longleftrightarrow:"⟷",longmapsto:"⟼",LongRightArrow:"⟶",Longrightarrow:"⟹",longrightarrow:"⟶",looparrowleft:"↫",looparrowright:"↬",lopar:"⦅",Lopf:"𝕃",lopf:"𝕝",loplus:"⨭",lotimes:"⨴",lowast:"∗",lowbar:"_",LowerLeftArrow:"↙",LowerRightArrow:"↘",loz:"◊",lozenge:"◊",lozf:"⧫",lpar:"(",lparlt:"⦓",lrarr:"⇆",lrcorner:"⌟",lrhar:"⇋",lrhard:"⥭",lrm:"‎",lrtri:"⊿",lsaquo:"‹",Lscr:"ℒ",lscr:"𝓁",Lsh:"↰",lsh:"↰",lsim:"≲",lsime:"⪍",lsimg:"⪏",lsqb:"[",lsquo:"‘",lsquor:"‚",Lstrok:"Ł",lstrok:"ł",LT:"<",Lt:"≪",lt:"<",ltcc:"⪦",ltcir:"⩹",ltdot:"⋖",lthree:"⋋",ltimes:"⋉",ltlarr:"⥶",ltquest:"⩻",ltri:"◃",ltrie:"⊴",ltrif:"◂",ltrPar:"⦖",lurdshar:"⥊",luruhar:"⥦",lvertneqq:"≨︀",lvnE:"≨︀",macr:"¯",male:"♂",malt:"✠",maltese:"✠",Map:"⤅",map:"↦",mapsto:"↦",mapstodown:"↧",mapstoleft:"↤",mapstoup:"↥",marker:"▮",mcomma:"⨩",Mcy:"М",mcy:"м",mdash:"—",mDDot:"∺",measuredangle:"∡",MediumSpace:" ",Mellintrf:"ℳ",Mfr:"𝔐",mfr:"𝔪",mho:"℧",micro:"µ",mid:"∣",midast:"*",midcir:"⫰",middot:"·",minus:"−",minusb:"⊟",minusd:"∸",minusdu:"⨪",MinusPlus:"∓",mlcp:"⫛",mldr:"…",mnplus:"∓",models:"⊧",Mopf:"𝕄",mopf:"𝕞",mp:"∓",Mscr:"ℳ",mscr:"𝓂",mstpos:"∾",Mu:"Μ",mu:"μ",multimap:"⊸",mumap:"⊸",nabla:"∇",Nacute:"Ń",nacute:"ń",nang:"∠⃒",nap:"≉",napE:"⩰̸",napid:"≋̸",napos:"ʼn",napprox:"≉",natur:"♮",natural:"♮",naturals:"ℕ",nbsp:" ",nbump:"≎̸",nbumpe:"≏̸",ncap:"⩃",Ncaron:"Ň",ncaron:"ň",Ncedil:"Ņ",ncedil:"ņ",ncong:"≇",ncongdot:"⩭̸",ncup:"⩂",Ncy:"Н",ncy:"н",ndash:"–",ne:"≠",nearhk:"⤤",neArr:"⇗",nearr:"↗",nearrow:"↗",nedot:"≐̸",NegativeMediumSpace:"​",NegativeThickSpace:"​",NegativeThinSpace:"​",NegativeVeryThinSpace:"​",nequiv:"≢",nesear:"⤨",nesim:"≂̸",NestedGreaterGreater:"≫",NestedLessLess:"≪",NewLine:"\n",nexist:"∄",nexists:"∄",Nfr:"𝔑",nfr:"𝔫",ngE:"≧̸",nge:"≱",ngeq:"≱",ngeqq:"≧̸",ngeqslant:"⩾̸",nges:"⩾̸",nGg:"⋙̸",ngsim:"≵",nGt:"≫⃒",ngt:"≯",ngtr:"≯",nGtv:"≫̸",nhArr:"⇎",nharr:"↮",nhpar:"⫲",ni:"∋",nis:"⋼",nisd:"⋺",niv:"∋",NJcy:"Њ",njcy:"њ",nlArr:"⇍",nlarr:"↚",nldr:"‥",nlE:"≦̸",nle:"≰",nLeftarrow:"⇍",nleftarrow:"↚",nLeftrightarrow:"⇎",nleftrightarrow:"↮",nleq:"≰",nleqq:"≦̸",nleqslant:"⩽̸",nles:"⩽̸",nless:"≮",nLl:"⋘̸",nlsim:"≴",nLt:"≪⃒",nlt:"≮",nltri:"⋪",nltrie:"⋬",nLtv:"≪̸",nmid:"∤",NoBreak:"⁠",NonBreakingSpace:" ",Nopf:"ℕ",nopf:"𝕟",Not:"⫬",not:"¬",NotCongruent:"≢",NotCupCap:"≭",NotDoubleVerticalBar:"∦",NotElement:"∉",NotEqual:"≠",NotEqualTilde:"≂̸",NotExists:"∄",NotGreater:"≯",NotGreaterEqual:"≱",NotGreaterFullEqual:"≧̸",NotGreaterGreater:"≫̸",NotGreaterLess:"≹",NotGreaterSlantEqual:"⩾̸",NotGreaterTilde:"≵",NotHumpDownHump:"≎̸",NotHumpEqual:"≏̸",notin:"∉",notindot:"⋵̸",notinE:"⋹̸",notinva:"∉",notinvb:"⋷",notinvc:"⋶",NotLeftTriangle:"⋪",NotLeftTriangleBar:"⧏̸",NotLeftTriangleEqual:"⋬",NotLess:"≮",NotLessEqual:"≰",NotLessGreater:"≸",NotLessLess:"≪̸",NotLessSlantEqual:"⩽̸",NotLessTilde:"≴",NotNestedGreaterGreater:"⪢̸",NotNestedLessLess:"⪡̸",notni:"∌",notniva:"∌",notnivb:"⋾",notnivc:"⋽",NotPrecedes:"⊀",NotPrecedesEqual:"⪯̸",NotPrecedesSlantEqual:"⋠",NotReverseElement:"∌",NotRightTriangle:"⋫",NotRightTriangleBar:"⧐̸",NotRightTriangleEqual:"⋭",NotSquareSubset:"⊏̸",NotSquareSubsetEqual:"⋢",NotSquareSuperset:"⊐̸",NotSquareSupersetEqual:"⋣",NotSubset:"⊂⃒",NotSubsetEqual:"⊈",NotSucceeds:"⊁",NotSucceedsEqual:"⪰̸",NotSucceedsSlantEqual:"⋡",NotSucceedsTilde:"≿̸",NotSuperset:"⊃⃒",NotSupersetEqual:"⊉",NotTilde:"≁",NotTildeEqual:"≄",NotTildeFullEqual:"≇",NotTildeTilde:"≉",NotVerticalBar:"∤",npar:"∦",nparallel:"∦",nparsl:"⫽⃥",npart:"∂̸",npolint:"⨔",npr:"⊀",nprcue:"⋠",npre:"⪯̸",nprec:"⊀",npreceq:"⪯̸",nrArr:"⇏",nrarr:"↛",nrarrc:"⤳̸",nrarrw:"↝̸",nRightarrow:"⇏",nrightarrow:"↛",nrtri:"⋫",nrtrie:"⋭",nsc:"⊁",nsccue:"⋡",nsce:"⪰̸",Nscr:"𝒩",nscr:"𝓃",nshortmid:"∤",nshortparallel:"∦",nsim:"≁",nsime:"≄",nsimeq:"≄",nsmid:"∤",nspar:"∦",nsqsube:"⋢",nsqsupe:"⋣",nsub:"⊄",nsubE:"⫅̸",nsube:"⊈",nsubset:"⊂⃒",nsubseteq:"⊈",nsubseteqq:"⫅̸",nsucc:"⊁",nsucceq:"⪰̸",nsup:"⊅",nsupE:"⫆̸",nsupe:"⊉",nsupset:"⊃⃒",nsupseteq:"⊉",nsupseteqq:"⫆̸",ntgl:"≹",Ntilde:"Ñ",ntilde:"ñ",ntlg:"≸",ntriangleleft:"⋪",ntrianglelefteq:"⋬",ntriangleright:"⋫",ntrianglerighteq:"⋭",Nu:"Ν",nu:"ν",num:"#",numero:"№",numsp:" ",nvap:"≍⃒",nVDash:"⊯",nVdash:"⊮",nvDash:"⊭",nvdash:"⊬",nvge:"≥⃒",nvgt:">⃒",nvHarr:"⤄",nvinfin:"⧞",nvlArr:"⤂",nvle:"≤⃒",nvlt:"<⃒",nvltrie:"⊴⃒",nvrArr:"⤃",nvrtrie:"⊵⃒",nvsim:"∼⃒",nwarhk:"⤣",nwArr:"⇖",nwarr:"↖",nwarrow:"↖",nwnear:"⤧",Oacute:"Ó",oacute:"ó",oast:"⊛",ocir:"⊚",Ocirc:"Ô",ocirc:"ô",Ocy:"О",ocy:"о",odash:"⊝",Odblac:"Ő",odblac:"ő",odiv:"⨸",odot:"⊙",odsold:"⦼",OElig:"Œ",oelig:"œ",ofcir:"⦿",Ofr:"𝔒",ofr:"𝔬",ogon:"˛",Ograve:"Ò",ograve:"ò",ogt:"⧁",ohbar:"⦵",ohm:"Ω",oint:"∮",olarr:"↺",olcir:"⦾",olcross:"⦻",oline:"‾",olt:"⧀",Omacr:"Ō",omacr:"ō",Omega:"Ω",omega:"ω",Omicron:"Ο",omicron:"ο",omid:"⦶",ominus:"⊖",Oopf:"𝕆",oopf:"𝕠",opar:"⦷",OpenCurlyDoubleQuote:"“",OpenCurlyQuote:"‘",operp:"⦹",oplus:"⊕",Or:"⩔",or:"∨",orarr:"↻",ord:"⩝",order:"ℴ",orderof:"ℴ",ordf:"ª",ordm:"º",origof:"⊶",oror:"⩖",orslope:"⩗",orv:"⩛",oS:"Ⓢ",Oscr:"𝒪",oscr:"ℴ",Oslash:"Ø",oslash:"ø",osol:"⊘",Otilde:"Õ",otilde:"õ",Otimes:"⨷",otimes:"⊗",otimesas:"⨶",Ouml:"Ö",ouml:"ö",ovbar:"⌽",OverBar:"‾",OverBrace:"⏞",OverBracket:"⎴",OverParenthesis:"⏜",par:"∥",para:"¶",parallel:"∥",parsim:"⫳",parsl:"⫽",part:"∂",PartialD:"∂",Pcy:"П",pcy:"п",percnt:"%",period:".",permil:"‰",perp:"⊥",pertenk:"‱",Pfr:"𝔓",pfr:"𝔭",Phi:"Φ",phi:"φ",phiv:"ϕ",phmmat:"ℳ",phone:"☎",Pi:"Π",pi:"π",pitchfork:"⋔",piv:"ϖ",planck:"ℏ",planckh:"ℎ",plankv:"ℏ",plus:"+",plusacir:"⨣",plusb:"⊞",pluscir:"⨢",plusdo:"∔",plusdu:"⨥",pluse:"⩲",PlusMinus:"±",plusmn:"±",plussim:"⨦",plustwo:"⨧",pm:"±",Poincareplane:"ℌ",pointint:"⨕",Popf:"ℙ",popf:"𝕡",pound:"£",Pr:"⪻",pr:"≺",prap:"⪷",prcue:"≼",prE:"⪳",pre:"⪯",prec:"≺",precapprox:"⪷",preccurlyeq:"≼",Precedes:"≺",PrecedesEqual:"⪯",PrecedesSlantEqual:"≼",PrecedesTilde:"≾",preceq:"⪯",precnapprox:"⪹",precneqq:"⪵",precnsim:"⋨",precsim:"≾",Prime:"″",prime:"′",primes:"ℙ",prnap:"⪹",prnE:"⪵",prnsim:"⋨",prod:"∏",Product:"∏",profalar:"⌮",profline:"⌒",profsurf:"⌓",prop:"∝",Proportion:"∷",Proportional:"∝",propto:"∝",prsim:"≾",prurel:"⊰",Pscr:"𝒫",pscr:"𝓅",Psi:"Ψ",psi:"ψ",puncsp:" ",Qfr:"𝔔",qfr:"𝔮",qint:"⨌",Qopf:"ℚ",qopf:"𝕢",qprime:"⁗",Qscr:"𝒬",qscr:"𝓆",quaternions:"ℍ",quatint:"⨖",quest:"?",questeq:"≟",QUOT:'"',quot:'"',rAarr:"⇛",race:"∽̱",Racute:"Ŕ",racute:"ŕ",radic:"√",raemptyv:"⦳",Rang:"⟫",rang:"⟩",rangd:"⦒",range:"⦥",rangle:"⟩",raquo:"»",Rarr:"↠",rArr:"⇒",rarr:"→",rarrap:"⥵",rarrb:"⇥",rarrbfs:"⤠",rarrc:"⤳",rarrfs:"⤞",rarrhk:"↪",rarrlp:"↬",rarrpl:"⥅",rarrsim:"⥴",Rarrtl:"⤖",rarrtl:"↣",rarrw:"↝",rAtail:"⤜",ratail:"⤚",ratio:"∶",rationals:"ℚ",RBarr:"⤐",rBarr:"⤏",rbarr:"⤍",rbbrk:"❳",rbrace:"}",rbrack:"]",rbrke:"⦌",rbrksld:"⦎",rbrkslu:"⦐",Rcaron:"Ř",rcaron:"ř",Rcedil:"Ŗ",rcedil:"ŗ",rceil:"⌉",rcub:"}",Rcy:"Р",rcy:"р",rdca:"⤷",rdldhar:"⥩",rdquo:"”",rdquor:"”",rdsh:"↳",Re:"ℜ",real:"ℜ",realine:"ℛ",realpart:"ℜ",reals:"ℝ",rect:"▭",REG:"®",reg:"®",ReverseElement:"∋",ReverseEquilibrium:"⇋",ReverseUpEquilibrium:"⥯",rfisht:"⥽",rfloor:"⌋",Rfr:"ℜ",rfr:"𝔯",rHar:"⥤",rhard:"⇁",rharu:"⇀",rharul:"⥬",Rho:"Ρ",rho:"ρ",rhov:"ϱ",RightAngleBracket:"⟩",RightArrow:"→",Rightarrow:"⇒",rightarrow:"→",RightArrowBar:"⇥",RightArrowLeftArrow:"⇄",rightarrowtail:"↣",RightCeiling:"⌉",RightDoubleBracket:"⟧",RightDownTeeVector:"⥝",RightDownVector:"⇂",RightDownVectorBar:"⥕",RightFloor:"⌋",rightharpoondown:"⇁",rightharpoonup:"⇀",rightleftarrows:"⇄",rightleftharpoons:"⇌",rightrightarrows:"⇉",rightsquigarrow:"↝",RightTee:"⊢",RightTeeArrow:"↦",RightTeeVector:"⥛",rightthreetimes:"⋌",RightTriangle:"⊳",RightTriangleBar:"⧐",RightTriangleEqual:"⊵",RightUpDownVector:"⥏",RightUpTeeVector:"⥜",RightUpVector:"↾",RightUpVectorBar:"⥔",RightVector:"⇀",RightVectorBar:"⥓",ring:"˚",risingdotseq:"≓",rlarr:"⇄",rlhar:"⇌",rlm:"‏",rmoust:"⎱",rmoustache:"⎱",rnmid:"⫮",roang:"⟭",roarr:"⇾",robrk:"⟧",ropar:"⦆",Ropf:"ℝ",ropf:"𝕣",roplus:"⨮",rotimes:"⨵",RoundImplies:"⥰",rpar:")",rpargt:"⦔",rppolint:"⨒",rrarr:"⇉",Rrightarrow:"⇛",rsaquo:"›",Rscr:"ℛ",rscr:"𝓇",Rsh:"↱",rsh:"↱",rsqb:"]",rsquo:"’",rsquor:"’",rthree:"⋌",rtimes:"⋊",rtri:"▹",rtrie:"⊵",rtrif:"▸",rtriltri:"⧎",RuleDelayed:"⧴",ruluhar:"⥨",rx:"℞",Sacute:"Ś",sacute:"ś",sbquo:"‚",Sc:"⪼",sc:"≻",scap:"⪸",Scaron:"Š",scaron:"š",sccue:"≽",scE:"⪴",sce:"⪰",Scedil:"Ş",scedil:"ş",Scirc:"Ŝ",scirc:"ŝ",scnap:"⪺",scnE:"⪶",scnsim:"⋩",scpolint:"⨓",scsim:"≿",Scy:"С",scy:"с",sdot:"⋅",sdotb:"⊡",sdote:"⩦",searhk:"⤥",seArr:"⇘",searr:"↘",searrow:"↘",sect:"§",semi:";",seswar:"⤩",setminus:"∖",setmn:"∖",sext:"✶",Sfr:"𝔖",sfr:"𝔰",sfrown:"⌢",sharp:"♯",SHCHcy:"Щ",shchcy:"щ",SHcy:"Ш",shcy:"ш",ShortDownArrow:"↓",ShortLeftArrow:"←",shortmid:"∣",shortparallel:"∥",ShortRightArrow:"→",ShortUpArrow:"↑",shy:"­",Sigma:"Σ",sigma:"σ",sigmaf:"ς",sigmav:"ς",sim:"∼",simdot:"⩪",sime:"≃",simeq:"≃",simg:"⪞",simgE:"⪠",siml:"⪝",simlE:"⪟",simne:"≆",simplus:"⨤",simrarr:"⥲",slarr:"←",SmallCircle:"∘",smallsetminus:"∖",smashp:"⨳",smeparsl:"⧤",smid:"∣",smile:"⌣",smt:"⪪",smte:"⪬",smtes:"⪬︀",SOFTcy:"Ь",softcy:"ь",sol:"/",solb:"⧄",solbar:"⌿",Sopf:"𝕊",sopf:"𝕤",spades:"♠",spadesuit:"♠",spar:"∥",sqcap:"⊓",sqcaps:"⊓︀",sqcup:"⊔",sqcups:"⊔︀",Sqrt:"√",sqsub:"⊏",sqsube:"⊑",sqsubset:"⊏",sqsubseteq:"⊑",sqsup:"⊐",sqsupe:"⊒",sqsupset:"⊐",sqsupseteq:"⊒",squ:"□",Square:"□",square:"□",SquareIntersection:"⊓",SquareSubset:"⊏",SquareSubsetEqual:"⊑",SquareSuperset:"⊐",SquareSupersetEqual:"⊒",SquareUnion:"⊔",squarf:"▪",squf:"▪",srarr:"→",Sscr:"𝒮",sscr:"𝓈",ssetmn:"∖",ssmile:"⌣",sstarf:"⋆",Star:"⋆",star:"☆",starf:"★",straightepsilon:"ϵ",straightphi:"ϕ",strns:"¯",Sub:"⋐",sub:"⊂",subdot:"⪽",subE:"⫅",sube:"⊆",subedot:"⫃",submult:"⫁",subnE:"⫋",subne:"⊊",subplus:"⪿",subrarr:"⥹",Subset:"⋐",subset:"⊂",subseteq:"⊆",subseteqq:"⫅",SubsetEqual:"⊆",subsetneq:"⊊",subsetneqq:"⫋",subsim:"⫇",subsub:"⫕",subsup:"⫓",succ:"≻",succapprox:"⪸",succcurlyeq:"≽",Succeeds:"≻",SucceedsEqual:"⪰",SucceedsSlantEqual:"≽",SucceedsTilde:"≿",succeq:"⪰",succnapprox:"⪺",succneqq:"⪶",succnsim:"⋩",succsim:"≿",SuchThat:"∋",Sum:"∑",sum:"∑",sung:"♪",Sup:"⋑",sup:"⊃",sup1:"¹",sup2:"²",sup3:"³",supdot:"⪾",supdsub:"⫘",supE:"⫆",supe:"⊇",supedot:"⫄",Superset:"⊃",SupersetEqual:"⊇",suphsol:"⟉",suphsub:"⫗",suplarr:"⥻",supmult:"⫂",supnE:"⫌",supne:"⊋",supplus:"⫀",Supset:"⋑",supset:"⊃",supseteq:"⊇",supseteqq:"⫆",supsetneq:"⊋",supsetneqq:"⫌",supsim:"⫈",supsub:"⫔",supsup:"⫖",swarhk:"⤦",swArr:"⇙",swarr:"↙",swarrow:"↙",swnwar:"⤪",szlig:"ß",Tab:"\t",target:"⌖",Tau:"Τ",tau:"τ",tbrk:"⎴",Tcaron:"Ť",tcaron:"ť",Tcedil:"Ţ",tcedil:"ţ",Tcy:"Т",tcy:"т",tdot:"⃛",telrec:"⌕",Tfr:"𝔗",tfr:"𝔱",there4:"∴",Therefore:"∴",therefore:"∴",Theta:"Θ",theta:"θ",thetasym:"ϑ",thetav:"ϑ",thickapprox:"≈",thicksim:"∼",ThickSpace:"  ",thinsp:" ",ThinSpace:" ",thkap:"≈",thksim:"∼",THORN:"Þ",thorn:"þ",Tilde:"∼",tilde:"˜",TildeEqual:"≃",TildeFullEqual:"≅",TildeTilde:"≈",times:"×",timesb:"⊠",timesbar:"⨱",timesd:"⨰",tint:"∭",toea:"⤨",top:"⊤",topbot:"⌶",topcir:"⫱",Topf:"𝕋",topf:"𝕥",topfork:"⫚",tosa:"⤩",tprime:"‴",TRADE:"™",trade:"™",triangle:"▵",triangledown:"▿",triangleleft:"◃",trianglelefteq:"⊴",triangleq:"≜",triangleright:"▹",trianglerighteq:"⊵",tridot:"◬",trie:"≜",triminus:"⨺",TripleDot:"⃛",triplus:"⨹",trisb:"⧍",tritime:"⨻",trpezium:"⏢",Tscr:"𝒯",tscr:"𝓉",TScy:"Ц",tscy:"ц",TSHcy:"Ћ",tshcy:"ћ",Tstrok:"Ŧ",tstrok:"ŧ",twixt:"≬",twoheadleftarrow:"↞",twoheadrightarrow:"↠",Uacute:"Ú",uacute:"ú",Uarr:"↟",uArr:"⇑",uarr:"↑",Uarrocir:"⥉",Ubrcy:"Ў",ubrcy:"ў",Ubreve:"Ŭ",ubreve:"ŭ",Ucirc:"Û",ucirc:"û",Ucy:"У",ucy:"у",udarr:"⇅",Udblac:"Ű",udblac:"ű",udhar:"⥮",ufisht:"⥾",Ufr:"𝔘",ufr:"𝔲",Ugrave:"Ù",ugrave:"ù",uHar:"⥣",uharl:"↿",uharr:"↾",uhblk:"▀",ulcorn:"⌜",ulcorner:"⌜",ulcrop:"⌏",ultri:"◸",Umacr:"Ū",umacr:"ū",uml:"¨",UnderBar:"_",UnderBrace:"⏟",UnderBracket:"⎵",UnderParenthesis:"⏝",Union:"⋃",UnionPlus:"⊎",Uogon:"Ų",uogon:"ų",Uopf:"𝕌",uopf:"𝕦",UpArrow:"↑",Uparrow:"⇑",uparrow:"↑",UpArrowBar:"⤒",UpArrowDownArrow:"⇅",UpDownArrow:"↕",Updownarrow:"⇕",updownarrow:"↕",UpEquilibrium:"⥮",upharpoonleft:"↿",upharpoonright:"↾",uplus:"⊎",UpperLeftArrow:"↖",UpperRightArrow:"↗",Upsi:"ϒ",upsi:"υ",upsih:"ϒ",Upsilon:"Υ",upsilon:"υ",UpTee:"⊥",UpTeeArrow:"↥",upuparrows:"⇈",urcorn:"⌝",urcorner:"⌝",urcrop:"⌎",Uring:"Ů",uring:"ů",urtri:"◹",Uscr:"𝒰",uscr:"𝓊",utdot:"⋰",Utilde:"Ũ",utilde:"ũ",utri:"▵",utrif:"▴",uuarr:"⇈",Uuml:"Ü",uuml:"ü",uwangle:"⦧",vangrt:"⦜",varepsilon:"ϵ",varkappa:"ϰ",varnothing:"∅",varphi:"ϕ",varpi:"ϖ",varpropto:"∝",vArr:"⇕",varr:"↕",varrho:"ϱ",varsigma:"ς",varsubsetneq:"⊊︀",varsubsetneqq:"⫋︀",varsupsetneq:"⊋︀",varsupsetneqq:"⫌︀",vartheta:"ϑ",vartriangleleft:"⊲",vartriangleright:"⊳",Vbar:"⫫",vBar:"⫨",vBarv:"⫩",Vcy:"В",vcy:"в",VDash:"⊫",Vdash:"⊩",vDash:"⊨",vdash:"⊢",Vdashl:"⫦",Vee:"⋁",vee:"∨",veebar:"⊻",veeeq:"≚",vellip:"⋮",Verbar:"‖",verbar:"|",Vert:"‖",vert:"|",VerticalBar:"∣",VerticalLine:"|",VerticalSeparator:"❘",VerticalTilde:"≀",VeryThinSpace:" ",Vfr:"𝔙",vfr:"𝔳",vltri:"⊲",vnsub:"⊂⃒",vnsup:"⊃⃒",Vopf:"𝕍",vopf:"𝕧",vprop:"∝",vrtri:"⊳",Vscr:"𝒱",vscr:"𝓋",vsubnE:"⫋︀",vsubne:"⊊︀",vsupnE:"⫌︀",vsupne:"⊋︀",Vvdash:"⊪",vzigzag:"⦚",Wcirc:"Ŵ",wcirc:"ŵ",wedbar:"⩟",Wedge:"⋀",wedge:"∧",wedgeq:"≙",weierp:"℘",Wfr:"𝔚",wfr:"𝔴",Wopf:"𝕎",wopf:"𝕨",wp:"℘",wr:"≀",wreath:"≀",Wscr:"𝒲",wscr:"𝓌",xcap:"⋂",xcirc:"◯",xcup:"⋃",xdtri:"▽",Xfr:"𝔛",xfr:"𝔵",xhArr:"⟺",xharr:"⟷",Xi:"Ξ",xi:"ξ",xlArr:"⟸",xlarr:"⟵",xmap:"⟼",xnis:"⋻",xodot:"⨀",Xopf:"𝕏",xopf:"𝕩",xoplus:"⨁",xotime:"⨂",xrArr:"⟹",xrarr:"⟶",Xscr:"𝒳",xscr:"𝓍",xsqcup:"⨆",xuplus:"⨄",xutri:"△",xvee:"⋁",xwedge:"⋀",Yacute:"Ý",yacute:"ý",YAcy:"Я",yacy:"я",Ycirc:"Ŷ",ycirc:"ŷ",Ycy:"Ы",ycy:"ы",yen:"¥",Yfr:"𝔜",yfr:"𝔶",YIcy:"Ї",yicy:"ї",Yopf:"𝕐",yopf:"𝕪",Yscr:"𝒴",yscr:"𝓎",YUcy:"Ю",yucy:"ю",Yuml:"Ÿ",yuml:"ÿ",Zacute:"Ź",zacute:"ź",Zcaron:"Ž",zcaron:"ž",Zcy:"З",zcy:"з",Zdot:"Ż",zdot:"ż",zeetrf:"ℨ",ZeroWidthSpace:"​",Zeta:"Ζ",zeta:"ζ",Zfr:"ℨ",zfr:"𝔷",ZHcy:"Ж",zhcy:"ж",zigrarr:"⇝",Zopf:"ℤ",zopf:"𝕫",Zscr:"𝒵",zscr:"𝓏",zwj:"‍",zwnj:"‌"}},function(e,t,n){"use 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Array(t>1?t-1:0),r=1;r",Gt:"≫",gt:">",gtcc:"⪧",gtcir:"⩺",gtdot:"⋗",gtlPar:"⦕",gtquest:"⩼",gtrapprox:"⪆",gtrarr:"⥸",gtrdot:"⋗",gtreqless:"⋛",gtreqqless:"⪌",gtrless:"≷",gtrsim:"≳",gvertneqq:"≩︀",gvnE:"≩︀",Hacek:"ˇ",hairsp:" ",half:"½",hamilt:"ℋ",HARDcy:"Ъ",hardcy:"ъ",hArr:"⇔",harr:"↔",harrcir:"⥈",harrw:"↭",Hat:"^",hbar:"ℏ",Hcirc:"Ĥ",hcirc:"ĥ",hearts:"♥",heartsuit:"♥",hellip:"…",hercon:"⊹",Hfr:"ℌ",hfr:"𝔥",HilbertSpace:"ℋ",hksearow:"⤥",hkswarow:"⤦",hoarr:"⇿",homtht:"∻",hookleftarrow:"↩",hookrightarrow:"↪",Hopf:"ℍ",hopf:"𝕙",horbar:"―",HorizontalLine:"─",Hscr:"ℋ",hscr:"𝒽",hslash:"ℏ",Hstrok:"Ħ",hstrok:"ħ",HumpDownHump:"≎",HumpEqual:"≏",hybull:"⁃",hyphen:"‐",Iacute:"Í",iacute:"í",ic:"⁣",Icirc:"Î",icirc:"î",Icy:"И",icy:"и",Idot:"İ",IEcy:"Е",iecy:"е",iexcl:"¡",iff:"⇔",Ifr:"ℑ",ifr:"𝔦",Igrave:"Ì",igrave:"ì",ii:"ⅈ",iiiint:"⨌",iiint:"∭",iinfin:"⧜",iiota:"℩",IJlig:"IJ",ijlig:"ij",Im:"ℑ",Imacr:"Ī",imacr:"ī",image:"ℑ",ImaginaryI:"ⅈ",imagline:"ℐ",imagpart:"ℑ",imath:"ı",imof:"⊷",imped:"Ƶ",Implies:"⇒",in:"∈",incare:"℅",infin:"∞",infintie:"⧝",inodot:"ı",Int:"∬",int:"∫",intcal:"⊺",integers:"ℤ",Integral:"∫",intercal:"⊺",Intersection:"⋂",intlarhk:"⨗",intprod:"⨼",InvisibleComma:"⁣",InvisibleTimes:"⁢",IOcy:"Ё",iocy:"ё",Iogon:"Į",iogon:"į",Iopf:"𝕀",iopf:"𝕚",Iota:"Ι",iota:"ι",iprod:"⨼",iquest:"¿",Iscr:"ℐ",iscr:"𝒾",isin:"∈",isindot:"⋵",isinE:"⋹",isins:"⋴",isinsv:"⋳",isinv:"∈",it:"⁢",Itilde:"Ĩ",itilde:"ĩ",Iukcy:"І",iukcy:"і",Iuml:"Ï",iuml:"ï",Jcirc:"Ĵ",jcirc:"ĵ",Jcy:"Й",jcy:"й",Jfr:"𝔍",jfr:"𝔧",jmath:"ȷ",Jopf:"𝕁",jopf:"𝕛",Jscr:"𝒥",jscr:"𝒿",Jsercy:"Ј",jsercy:"ј",Jukcy:"Є",jukcy:"є",Kappa:"Κ",kappa:"κ",kappav:"ϰ",Kcedil:"Ķ",kcedil:"ķ",Kcy:"К",kcy:"к",Kfr:"𝔎",kfr:"𝔨",kgreen:"ĸ",KHcy:"Х",khcy:"х",KJcy:"Ќ",kjcy:"ќ",Kopf:"𝕂",kopf:"𝕜",Kscr:"𝒦",kscr:"𝓀",lAarr:"⇚",Lacute:"Ĺ",lacute:"ĺ",laemptyv:"⦴",lagran:"ℒ",Lambda:"Λ",lambda:"λ",Lang:"⟪",lang:"⟨",langd:"⦑",langle:"⟨",lap:"⪅",Laplacetrf:"ℒ",laquo:"«",Larr:"↞",lArr:"⇐",larr:"←",larrb:"⇤",larrbfs:"⤟",larrfs:"⤝",larrhk:"↩",larrlp:"↫",larrpl:"⤹",larrsim:"⥳",larrtl:"↢",lat:"⪫",lAtail:"⤛",latail:"⤙",late:"⪭",lates:"⪭︀",lBarr:"⤎",lbarr:"⤌",lbbrk:"❲",lbrace:"{",lbrack:"[",lbrke:"⦋",lbrksld:"⦏",lbrkslu:"⦍",Lcaron:"Ľ",lcaron:"ľ",Lcedil:"Ļ",lcedil:"ļ",lceil:"⌈",lcub:"{",Lcy:"Л",lcy:"л",ldca:"⤶",ldquo:"“",ldquor:"„",ldrdhar:"⥧",ldrushar:"⥋",ldsh:"↲",lE:"≦",le:"≤",LeftAngleBracket:"⟨",LeftArrow:"←",Leftarrow:"⇐",leftarrow:"←",LeftArrowBar:"⇤",LeftArrowRightArrow:"⇆",leftarrowtail:"↢",LeftCeiling:"⌈",LeftDoubleBracket:"⟦",LeftDownTeeVector:"⥡",LeftDownVector:"⇃",LeftDownVectorBar:"⥙",LeftFloor:"⌊",leftharpoondown:"↽",leftharpoonup:"↼",leftleftarrows:"⇇",LeftRightArrow:"↔",Leftrightarrow:"⇔",leftrightarrow:"↔",leftrightarrows:"⇆",leftrightharpoons:"⇋",leftrightsquigarrow:"↭",LeftRightVector:"⥎",LeftTee:"⊣",LeftTeeArrow:"↤",LeftTeeVector:"⥚",leftthreetimes:"⋋",LeftTriangle:"⊲",LeftTriangleBar:"⧏",LeftTriangleEqual:"⊴",LeftUpDownVector:"⥑",LeftUpTeeVector:"⥠",LeftUpVector:"↿",LeftUpVectorBar:"⥘",LeftVector:"↼",LeftVectorBar:"⥒",lEg:"⪋",leg:"⋚",leq:"≤",leqq:"≦",leqslant:"⩽",les:"⩽",lescc:"⪨",lesdot:"⩿",lesdoto:"⪁",lesdotor:"⪃",lesg:"⋚︀",lesges:"⪓",lessapprox:"⪅",lessdot:"⋖",lesseqgtr:"⋚",lesseqqgtr:"⪋",LessEqualGreater:"⋚",LessFullEqual:"≦",LessGreater:"≶",lessgtr:"≶",LessLess:"⪡",lesssim:"≲",LessSlantEqual:"⩽",LessTilde:"≲",lfisht:"⥼",lfloor:"⌊",Lfr:"𝔏",lfr:"𝔩",lg:"≶",lgE:"⪑",lHar:"⥢",lhard:"↽",lharu:"↼",lharul:"⥪",lhblk:"▄",LJcy:"Љ",ljcy:"љ",Ll:"⋘",ll:"≪",llarr:"⇇",llcorner:"⌞",Lleftarrow:"⇚",llhard:"⥫",lltri:"◺",Lmidot:"Ŀ",lmidot:"ŀ",lmoust:"⎰",lmoustache:"⎰",lnap:"⪉",lnapprox:"⪉",lnE:"≨",lne:"⪇",lneq:"⪇",lneqq:"≨",lnsim:"⋦",loang:"⟬",loarr:"⇽",lobrk:"⟦",LongLeftArrow:"⟵",Longleftarrow:"⟸",longleftarrow:"⟵",LongLeftRightArrow:"⟷",Longleftrightarrow:"⟺",longleftrightarrow:"⟷",longmapsto:"⟼",LongRightArrow:"⟶",Longrightarrow:"⟹",longrightarrow:"⟶",looparrowleft:"↫",looparrowright:"↬",lopar:"⦅",Lopf:"𝕃",lopf:"𝕝",loplus:"⨭",lotimes:"⨴",lowast:"∗",lowbar:"_",LowerLeftArrow:"↙",LowerRightArrow:"↘",loz:"◊",lozenge:"◊",lozf:"⧫",lpar:"(",lparlt:"⦓",lrarr:"⇆",lrcorner:"⌟",lrhar:"⇋",lrhard:"⥭",lrm:"‎",lrtri:"⊿",lsaquo:"‹",Lscr:"ℒ",lscr:"𝓁",Lsh:"↰",lsh:"↰",lsim:"≲",lsime:"⪍",lsimg:"⪏",lsqb:"[",lsquo:"‘",lsquor:"‚",Lstrok:"Ł",lstrok:"ł",LT:"<",Lt:"≪",lt:"<",ltcc:"⪦",ltcir:"⩹",ltdot:"⋖",lthree:"⋋",ltimes:"⋉",ltlarr:"⥶",ltquest:"⩻",ltri:"◃",ltrie:"⊴",ltrif:"◂",ltrPar:"⦖",lurdshar:"⥊",luruhar:"⥦",lvertneqq:"≨︀",lvnE:"≨︀",macr:"¯",male:"♂",malt:"✠",maltese:"✠",Map:"⤅",map:"↦",mapsto:"↦",mapstodown:"↧",mapstoleft:"↤",mapstoup:"↥",marker:"▮",mcomma:"⨩",Mcy:"М",mcy:"м",mdash:"—",mDDot:"∺",measuredangle:"∡",MediumSpace:" ",Mellintrf:"ℳ",Mfr:"𝔐",mfr:"𝔪",mho:"℧",micro:"µ",mid:"∣",midast:"*",midcir:"⫰",middot:"·",minus:"−",minusb:"⊟",minusd:"∸",minusdu:"⨪",MinusPlus:"∓",mlcp:"⫛",mldr:"…",mnplus:"∓",models:"⊧",Mopf:"𝕄",mopf:"𝕞",mp:"∓",Mscr:"ℳ",mscr:"𝓂",mstpos:"∾",Mu:"Μ",mu:"μ",multimap:"⊸",mumap:"⊸",nabla:"∇",Nacute:"Ń",nacute:"ń",nang:"∠⃒",nap:"≉",napE:"⩰̸",napid:"≋̸",napos:"ʼn",napprox:"≉",natur:"♮",natural:"♮",naturals:"ℕ",nbsp:" ",nbump:"≎̸",nbumpe:"≏̸",ncap:"⩃",Ncaron:"Ň",ncaron:"ň",Ncedil:"Ņ",ncedil:"ņ",ncong:"≇",ncongdot:"⩭̸",ncup:"⩂",Ncy:"Н",ncy:"н",ndash:"–",ne:"≠",nearhk:"⤤",neArr:"⇗",nearr:"↗",nearrow:"↗",nedot:"≐̸",NegativeMediumSpace:"​",NegativeThickSpace:"​",NegativeThinSpace:"​",NegativeVeryThinSpace:"​",nequiv:"≢",nesear:"⤨",nesim:"≂̸",NestedGreaterGreater:"≫",NestedLessLess:"≪",NewLine:"\n",nexist:"∄",nexists:"∄",Nfr:"𝔑",nfr:"𝔫",ngE:"≧̸",nge:"≱",ngeq:"≱",ngeqq:"≧̸",ngeqslant:"⩾̸",nges:"⩾̸",nGg:"⋙̸",ngsim:"≵",nGt:"≫⃒",ngt:"≯",ngtr:"≯",nGtv:"≫̸",nhArr:"⇎",nharr:"↮",nhpar:"⫲",ni:"∋",nis:"⋼",nisd:"⋺",niv:"∋",NJcy:"Њ",njcy:"њ",nlArr:"⇍",nlarr:"↚",nldr:"‥",nlE:"≦̸",nle:"≰",nLeftarrow:"⇍",nleftarrow:"↚",nLeftrightarrow:"⇎",nleftrightarrow:"↮",nleq:"≰",nleqq:"≦̸",nleqslant:"⩽̸",nles:"⩽̸",nless:"≮",nLl:"⋘̸",nlsim:"≴",nLt:"≪⃒",nlt:"≮",nltri:"⋪",nltrie:"⋬",nLtv:"≪̸",nmid:"∤",NoBreak:"⁠",NonBreakingSpace:" ",Nopf:"ℕ",nopf:"𝕟",Not:"⫬",not:"¬",NotCongruent:"≢",NotCupCap:"≭",NotDoubleVerticalBar:"∦",NotElement:"∉",NotEqual:"≠",NotEqualTilde:"≂̸",NotExists:"∄",NotGreater:"≯",NotGreaterEqual:"≱",NotGreaterFullEqual:"≧̸",NotGreaterGreater:"≫̸",NotGreaterLess:"≹",NotGreaterSlantEqual:"⩾̸",NotGreaterTilde:"≵",NotHumpDownHump:"≎̸",NotHumpEqual:"≏̸",notin:"∉",notindot:"⋵̸",notinE:"⋹̸",notinva:"∉",notinvb:"⋷",notinvc:"⋶",NotLeftTriangle:"⋪",NotLeftTriangleBar:"⧏̸",NotLeftTriangleEqual:"⋬",NotLess:"≮",NotLessEqual:"≰",NotLessGreater:"≸",NotLessLess:"≪̸",NotLessSlantEqual:"⩽̸",NotLessTilde:"≴",NotNestedGreaterGreater:"⪢̸",NotNestedLessLess:"⪡̸",notni:"∌",notniva:"∌",notnivb:"⋾",notnivc:"⋽",NotPrecedes:"⊀",NotPrecedesEqual:"⪯̸",NotPrecedesSlantEqual:"⋠",NotReverseElement:"∌",NotRightTriangle:"⋫",NotRightTriangleBar:"⧐̸",NotRightTriangleEqual:"⋭",NotSquareSubset:"⊏̸",NotSquareSubsetEqual:"⋢",NotSquareSuperset:"⊐̸",NotSquareSupersetEqual:"⋣",NotSubset:"⊂⃒",NotSubsetEqual:"⊈",NotSucceeds:"⊁",NotSucceedsEqual:"⪰̸",NotSucceedsSlantEqual:"⋡",NotSucceedsTilde:"≿̸",NotSuperset:"⊃⃒",NotSupersetEqual:"⊉",NotTilde:"≁",NotTildeEqual:"≄",NotTildeFullEqual:"≇",NotTildeTilde:"≉",NotVerticalBar:"∤",npar:"∦",nparallel:"∦",nparsl:"⫽⃥",npart:"∂̸",npolint:"⨔",npr:"⊀",nprcue:"⋠",npre:"⪯̸",nprec:"⊀",npreceq:"⪯̸",nrArr:"⇏",nrarr:"↛",nrarrc:"⤳̸",nrarrw:"↝̸",nRightarrow:"⇏",nrightarrow:"↛",nrtri:"⋫",nrtrie:"⋭",nsc:"⊁",nsccue:"⋡",nsce:"⪰̸",Nscr:"𝒩",nscr:"𝓃",nshortmid:"∤",nshortparallel:"∦",nsim:"≁",nsime:"≄",nsimeq:"≄",nsmid:"∤",nspar:"∦",nsqsube:"⋢",nsqsupe:"⋣",nsub:"⊄",nsubE:"⫅̸",nsube:"⊈",nsubset:"⊂⃒",nsubseteq:"⊈",nsubseteqq:"⫅̸",nsucc:"⊁",nsucceq:"⪰̸",nsup:"⊅",nsupE:"⫆̸",nsupe:"⊉",nsupset:"⊃⃒",nsupseteq:"⊉",nsupseteqq:"⫆̸",ntgl:"≹",Ntilde:"Ñ",ntilde:"ñ",ntlg:"≸",ntriangleleft:"⋪",ntrianglelefteq:"⋬",ntriangleright:"⋫",ntrianglerighteq:"⋭",Nu:"Ν",nu:"ν",num:"#",numero:"№",numsp:" ",nvap:"≍⃒",nVDash:"⊯",nVdash:"⊮",nvDash:"⊭",nvdash:"⊬",nvge:"≥⃒",nvgt:">⃒",nvHarr:"⤄",nvinfin:"⧞",nvlArr:"⤂",nvle:"≤⃒",nvlt:"<⃒",nvltrie:"⊴⃒",nvrArr:"⤃",nvrtrie:"⊵⃒",nvsim:"∼⃒",nwarhk:"⤣",nwArr:"⇖",nwarr:"↖",nwarrow:"↖",nwnear:"⤧",Oacute:"Ó",oacute:"ó",oast:"⊛",ocir:"⊚",Ocirc:"Ô",ocirc:"ô",Ocy:"О",ocy:"о",odash:"⊝",Odblac:"Ő",odblac:"ő",odiv:"⨸",odot:"⊙",odsold:"⦼",OElig:"Œ",oelig:"œ",ofcir:"⦿",Ofr:"𝔒",ofr:"𝔬",ogon:"˛",Ograve:"Ò",ograve:"ò",ogt:"⧁",ohbar:"⦵",ohm:"Ω",oint:"∮",olarr:"↺",olcir:"⦾",olcross:"⦻",oline:"‾",olt:"⧀",Omacr:"Ō",omacr:"ō",Omega:"Ω",omega:"ω",Omicron:"Ο",omicron:"ο",omid:"⦶",ominus:"⊖",Oopf:"𝕆",oopf:"𝕠",opar:"⦷",OpenCurlyDoubleQuote:"“",OpenCurlyQuote:"‘",operp:"⦹",oplus:"⊕",Or:"⩔",or:"∨",orarr:"↻",ord:"⩝",order:"ℴ",orderof:"ℴ",ordf:"ª",ordm:"º",origof:"⊶",oror:"⩖",orslope:"⩗",orv:"⩛",oS:"Ⓢ",Oscr:"𝒪",oscr:"ℴ",Oslash:"Ø",oslash:"ø",osol:"⊘",Otilde:"Õ",otilde:"õ",Otimes:"⨷",otimes:"⊗",otimesas:"⨶",Ouml:"Ö",ouml:"ö",ovbar:"⌽",OverBar:"‾",OverBrace:"⏞",OverBracket:"⎴",OverParenthesis:"⏜",par:"∥",para:"¶",parallel:"∥",parsim:"⫳",parsl:"⫽",part:"∂",PartialD:"∂",Pcy:"П",pcy:"п",percnt:"%",period:".",permil:"‰",perp:"⊥",pertenk:"‱",Pfr:"𝔓",pfr:"𝔭",Phi:"Φ",phi:"φ",phiv:"ϕ",phmmat:"ℳ",phone:"☎",Pi:"Π",pi:"π",pitchfork:"⋔",piv:"ϖ",planck:"ℏ",planckh:"ℎ",plankv:"ℏ",plus:"+",plusacir:"⨣",plusb:"⊞",pluscir:"⨢",plusdo:"∔",plusdu:"⨥",pluse:"⩲",PlusMinus:"±",plusmn:"±",plussim:"⨦",plustwo:"⨧",pm:"±",Poincareplane:"ℌ",pointint:"⨕",Popf:"ℙ",popf:"𝕡",pound:"£",Pr:"⪻",pr:"≺",prap:"⪷",prcue:"≼",prE:"⪳",pre:"⪯",prec:"≺",precapprox:"⪷",preccurlyeq:"≼",Precedes:"≺",PrecedesEqual:"⪯",PrecedesSlantEqual:"≼",PrecedesTilde:"≾",preceq:"⪯",precnapprox:"⪹",precneqq:"⪵",precnsim:"⋨",precsim:"≾",Prime:"″",prime:"′",primes:"ℙ",prnap:"⪹",prnE:"⪵",prnsim:"⋨",prod:"∏",Product:"∏",profalar:"⌮",profline:"⌒",profsurf:"⌓",prop:"∝",Proportion:"∷",Proportional:"∝",propto:"∝",prsim:"≾",prurel:"⊰",Pscr:"𝒫",pscr:"𝓅",Psi:"Ψ",psi:"ψ",puncsp:" ",Qfr:"𝔔",qfr:"𝔮",qint:"⨌",Qopf:"ℚ",qopf:"𝕢",qprime:"⁗",Qscr:"𝒬",qscr:"𝓆",quaternions:"ℍ",quatint:"⨖",quest:"?",questeq:"≟",QUOT:'"',quot:'"',rAarr:"⇛",race:"∽̱",Racute:"Ŕ",racute:"ŕ",radic:"√",raemptyv:"⦳",Rang:"⟫",rang:"⟩",rangd:"⦒",range:"⦥",rangle:"⟩",raquo:"»",Rarr:"↠",rArr:"⇒",rarr:"→",rarrap:"⥵",rarrb:"⇥",rarrbfs:"⤠",rarrc:"⤳",rarrfs:"⤞",rarrhk:"↪",rarrlp:"↬",rarrpl:"⥅",rarrsim:"⥴",Rarrtl:"⤖",rarrtl:"↣",rarrw:"↝",rAtail:"⤜",ratail:"⤚",ratio:"∶",rationals:"ℚ",RBarr:"⤐",rBarr:"⤏",rbarr:"⤍",rbbrk:"❳",rbrace:"}",rbrack:"]",rbrke:"⦌",rbrksld:"⦎",rbrkslu:"⦐",Rcaron:"Ř",rcaron:"ř",Rcedil:"Ŗ",rcedil:"ŗ",rceil:"⌉",rcub:"}",Rcy:"Р",rcy:"р",rdca:"⤷",rdldhar:"⥩",rdquo:"”",rdquor:"”",rdsh:"↳",Re:"ℜ",real:"ℜ",realine:"ℛ",realpart:"ℜ",reals:"ℝ",rect:"▭",REG:"®",reg:"®",ReverseElement:"∋",ReverseEquilibrium:"⇋",ReverseUpEquilibrium:"⥯",rfisht:"⥽",rfloor:"⌋",Rfr:"ℜ",rfr:"𝔯",rHar:"⥤",rhard:"⇁",rharu:"⇀",rharul:"⥬",Rho:"Ρ",rho:"ρ",rhov:"ϱ",RightAngleBracket:"⟩",RightArrow:"→",Rightarrow:"⇒",rightarrow:"→",RightArrowBar:"⇥",RightArrowLeftArrow:"⇄",rightarrowtail:"↣",RightCeiling:"⌉",RightDoubleBracket:"⟧",RightDownTeeVector:"⥝",RightDownVector:"⇂",RightDownVectorBar:"⥕",RightFloor:"⌋",rightharpoondown:"⇁",rightharpoonup:"⇀",rightleftarrows:"⇄",rightleftharpoons:"⇌",rightrightarrows:"⇉",rightsquigarrow:"↝",RightTee:"⊢",RightTeeArrow:"↦",RightTeeVector:"⥛",rightthreetimes:"⋌",RightTriangle:"⊳",RightTriangleBar:"⧐",RightTriangleEqual:"⊵",RightUpDownVector:"⥏",RightUpTeeVector:"⥜",RightUpVector:"↾",RightUpVectorBar:"⥔",RightVector:"⇀",RightVectorBar:"⥓",ring:"˚",risingdotseq:"≓",rlarr:"⇄",rlhar:"⇌",rlm:"‏",rmoust:"⎱",rmoustache:"⎱",rnmid:"⫮",roang:"⟭",roarr:"⇾",robrk:"⟧",ropar:"⦆",Ropf:"ℝ",ropf:"𝕣",roplus:"⨮",rotimes:"⨵",RoundImplies:"⥰",rpar:")",rpargt:"⦔",rppolint:"⨒",rrarr:"⇉",Rrightarrow:"⇛",rsaquo:"›",Rscr:"ℛ",rscr:"𝓇",Rsh:"↱",rsh:"↱",rsqb:"]",rsquo:"’",rsquor:"’",rthree:"⋌",rtimes:"⋊",rtri:"▹",rtrie:"⊵",rtrif:"▸",rtriltri:"⧎",RuleDelayed:"⧴",ruluhar:"⥨",rx:"℞",Sacute:"Ś",sacute:"ś",sbquo:"‚",Sc:"⪼",sc:"≻",scap:"⪸",Scaron:"Š",scaron:"š",sccue:"≽",scE:"⪴",sce:"⪰",Scedil:"Ş",scedil:"ş",Scirc:"Ŝ",scirc:"ŝ",scnap:"⪺",scnE:"⪶",scnsim:"⋩",scpolint:"⨓",scsim:"≿",Scy:"С",scy:"с",sdot:"⋅",sdotb:"⊡",sdote:"⩦",searhk:"⤥",seArr:"⇘",searr:"↘",searrow:"↘",sect:"§",semi:";",seswar:"⤩",setminus:"∖",setmn:"∖",sext:"✶",Sfr:"𝔖",sfr:"𝔰",sfrown:"⌢",sharp:"♯",SHCHcy:"Щ",shchcy:"щ",SHcy:"Ш",shcy:"ш",ShortDownArrow:"↓",ShortLeftArrow:"←",shortmid:"∣",shortparallel:"∥",ShortRightArrow:"→",ShortUpArrow:"↑",shy:"­",Sigma:"Σ",sigma:"σ",sigmaf:"ς",sigmav:"ς",sim:"∼",simdot:"⩪",sime:"≃",simeq:"≃",simg:"⪞",simgE:"⪠",siml:"⪝",simlE:"⪟",simne:"≆",simplus:"⨤",simrarr:"⥲",slarr:"←",SmallCircle:"∘",smallsetminus:"∖",smashp:"⨳",smeparsl:"⧤",smid:"∣",smile:"⌣",smt:"⪪",smte:"⪬",smtes:"⪬︀",SOFTcy:"Ь",softcy:"ь",sol:"/",solb:"⧄",solbar:"⌿",Sopf:"𝕊",sopf:"𝕤",spades:"♠",spadesuit:"♠",spar:"∥",sqcap:"⊓",sqcaps:"⊓︀",sqcup:"⊔",sqcups:"⊔︀",Sqrt:"√",sqsub:"⊏",sqsube:"⊑",sqsubset:"⊏",sqsubseteq:"⊑",sqsup:"⊐",sqsupe:"⊒",sqsupset:"⊐",sqsupseteq:"⊒",squ:"□",Square:"□",square:"□",SquareIntersection:"⊓",SquareSubset:"⊏",SquareSubsetEqual:"⊑",SquareSuperset:"⊐",SquareSupersetEqual:"⊒",SquareUnion:"⊔",squarf:"▪",squf:"▪",srarr:"→",Sscr:"𝒮",sscr:"𝓈",ssetmn:"∖",ssmile:"⌣",sstarf:"⋆",Star:"⋆",star:"☆",starf:"★",straightepsilon:"ϵ",straightphi:"ϕ",strns:"¯",Sub:"⋐",sub:"⊂",subdot:"⪽",subE:"⫅",sube:"⊆",subedot:"⫃",submult:"⫁",subnE:"⫋",subne:"⊊",subplus:"⪿",subrarr:"⥹",Subset:"⋐",subset:"⊂",subseteq:"⊆",subseteqq:"⫅",SubsetEqual:"⊆",subsetneq:"⊊",subsetneqq:"⫋",subsim:"⫇",subsub:"⫕",subsup:"⫓",succ:"≻",succapprox:"⪸",succcurlyeq:"≽",Succeeds:"≻",SucceedsEqual:"⪰",SucceedsSlantEqual:"≽",SucceedsTilde:"≿",succeq:"⪰",succnapprox:"⪺",succneqq:"⪶",succnsim:"⋩",succsim:"≿",SuchThat:"∋",Sum:"∑",sum:"∑",sung:"♪",Sup:"⋑",sup:"⊃",sup1:"¹",sup2:"²",sup3:"³",supdot:"⪾",supdsub:"⫘",supE:"⫆",supe:"⊇",supedot:"⫄",Superset:"⊃",SupersetEqual:"⊇",suphsol:"⟉",suphsub:"⫗",suplarr:"⥻",supmult:"⫂",supnE:"⫌",supne:"⊋",supplus:"⫀",Supset:"⋑",supset:"⊃",supseteq:"⊇",supseteqq:"⫆",supsetneq:"⊋",supsetneqq:"⫌",supsim:"⫈",supsub:"⫔",supsup:"⫖",swarhk:"⤦",swArr:"⇙",swarr:"↙",swarrow:"↙",swnwar:"⤪",szlig:"ß",Tab:"\t",target:"⌖",Tau:"Τ",tau:"τ",tbrk:"⎴",Tcaron:"Ť",tcaron:"ť",Tcedil:"Ţ",tcedil:"ţ",Tcy:"Т",tcy:"т",tdot:"⃛",telrec:"⌕",Tfr:"𝔗",tfr:"𝔱",there4:"∴",Therefore:"∴",therefore:"∴",Theta:"Θ",theta:"θ",thetasym:"ϑ",thetav:"ϑ",thickapprox:"≈",thicksim:"∼",ThickSpace:"  ",thinsp:" ",ThinSpace:" ",thkap:"≈",thksim:"∼",THORN:"Þ",thorn:"þ",Tilde:"∼",tilde:"˜",TildeEqual:"≃",TildeFullEqual:"≅",TildeTilde:"≈",times:"×",timesb:"⊠",timesbar:"⨱",timesd:"⨰",tint:"∭",toea:"⤨",top:"⊤",topbot:"⌶",topcir:"⫱",Topf:"𝕋",topf:"𝕥",topfork:"⫚",tosa:"⤩",tprime:"‴",TRADE:"™",trade:"™",triangle:"▵",triangledown:"▿",triangleleft:"◃",trianglelefteq:"⊴",triangleq:"≜",triangleright:"▹",trianglerighteq:"⊵",tridot:"◬",trie:"≜",triminus:"⨺",TripleDot:"⃛",triplus:"⨹",trisb:"⧍",tritime:"⨻",trpezium:"⏢",Tscr:"𝒯",tscr:"𝓉",TScy:"Ц",tscy:"ц",TSHcy:"Ћ",tshcy:"ћ",Tstrok:"Ŧ",tstrok:"ŧ",twixt:"≬",twoheadleftarrow:"↞",twoheadrightarrow:"↠",Uacute:"Ú",uacute:"ú",Uarr:"↟",uArr:"⇑",uarr:"↑",Uarrocir:"⥉",Ubrcy:"Ў",ubrcy:"ў",Ubreve:"Ŭ",ubreve:"ŭ",Ucirc:"Û",ucirc:"û",Ucy:"У",ucy:"у",udarr:"⇅",Udblac:"Ű",udblac:"ű",udhar:"⥮",ufisht:"⥾",Ufr:"𝔘",ufr:"𝔲",Ugrave:"Ù",ugrave:"ù",uHar:"⥣",uharl:"↿",uharr:"↾",uhblk:"▀",ulcorn:"⌜",ulcorner:"⌜",ulcrop:"⌏",ultri:"◸",Umacr:"Ū",umacr:"ū",uml:"¨",UnderBar:"_",UnderBrace:"⏟",UnderBracket:"⎵",UnderParenthesis:"⏝",Union:"⋃",UnionPlus:"⊎",Uogon:"Ų",uogon:"ų",Uopf:"𝕌",uopf:"𝕦",UpArrow:"↑",Uparrow:"⇑",uparrow:"↑",UpArrowBar:"⤒",UpArrowDownArrow:"⇅",UpDownArrow:"↕",Updownarrow:"⇕",updownarrow:"↕",UpEquilibrium:"⥮",upharpoonleft:"↿",upharpoonright:"↾",uplus:"⊎",UpperLeftArrow:"↖",UpperRightArrow:"↗",Upsi:"ϒ",upsi:"υ",upsih:"ϒ",Upsilon:"Υ",upsilon:"υ",UpTee:"⊥",UpTeeArrow:"↥",upuparrows:"⇈",urcorn:"⌝",urcorner:"⌝",urcrop:"⌎",Uring:"Ů",uring:"ů",urtri:"◹",Uscr:"𝒰",uscr:"𝓊",utdot:"⋰",Utilde:"Ũ",utilde:"ũ",utri:"▵",utrif:"▴",uuarr:"⇈",Uuml:"Ü",uuml:"ü",uwangle:"⦧",vangrt:"⦜",varepsilon:"ϵ",varkappa:"ϰ",varnothing:"∅",varphi:"ϕ",varpi:"ϖ",varpropto:"∝",vArr:"⇕",varr:"↕",varrho:"ϱ",varsigma:"ς",varsubsetneq:"⊊︀",varsubsetneqq:"⫋︀",varsupsetneq:"⊋︀",varsupsetneqq:"⫌︀",vartheta:"ϑ",vartriangleleft:"⊲",vartriangleright:"⊳",Vbar:"⫫",vBar:"⫨",vBarv:"⫩",Vcy:"В",vcy:"в",VDash:"⊫",Vdash:"⊩",vDash:"⊨",vdash:"⊢",Vdashl:"⫦",Vee:"⋁",vee:"∨",veebar:"⊻",veeeq:"≚",vellip:"⋮",Verbar:"‖",verbar:"|",Vert:"‖",vert:"|",VerticalBar:"∣",VerticalLine:"|",VerticalSeparator:"❘",VerticalTilde:"≀",VeryThinSpace:" ",Vfr:"𝔙",vfr:"𝔳",vltri:"⊲",vnsub:"⊂⃒",vnsup:"⊃⃒",Vopf:"𝕍",vopf:"𝕧",vprop:"∝",vrtri:"⊳",Vscr:"𝒱",vscr:"𝓋",vsubnE:"⫋︀",vsubne:"⊊︀",vsupnE:"⫌︀",vsupne:"⊋︀",Vvdash:"⊪",vzigzag:"⦚",Wcirc:"Ŵ",wcirc:"ŵ",wedbar:"⩟",Wedge:"⋀",wedge:"∧",wedgeq:"≙",weierp:"℘",Wfr:"𝔚",wfr:"𝔴",Wopf:"𝕎",wopf:"𝕨",wp:"℘",wr:"≀",wreath:"≀",Wscr:"𝒲",wscr:"𝓌",xcap:"⋂",xcirc:"◯",xcup:"⋃",xdtri:"▽",Xfr:"𝔛",xfr:"𝔵",xhArr:"⟺",xharr:"⟷",Xi:"Ξ",xi:"ξ",xlArr:"⟸",xlarr:"⟵",xmap:"⟼",xnis:"⋻",xodot:"⨀",Xopf:"𝕏",xopf:"𝕩",xoplus:"⨁",xotime:"⨂",xrArr:"⟹",xrarr:"⟶",Xscr:"𝒳",xscr:"𝓍",xsqcup:"⨆",xuplus:"⨄",xutri:"△",xvee:"⋁",xwedge:"⋀",Yacute:"Ý",yacute:"ý",YAcy:"Я",yacy:"я",Ycirc:"Ŷ",ycirc:"ŷ",Ycy:"Ы",ycy:"ы",yen:"¥",Yfr:"𝔜",yfr:"𝔶",YIcy:"Ї",yicy:"ї",Yopf:"𝕐",yopf:"𝕪",Yscr:"𝒴",yscr:"𝓎",YUcy:"Ю",yucy:"ю",Yuml:"Ÿ",yuml:"ÿ",Zacute:"Ź",zacute:"ź",Zcaron:"Ž",zcaron:"ž",Zcy:"З",zcy:"з",Zdot:"Ż",zdot:"ż",zeetrf:"ℨ",ZeroWidthSpace:"​",Zeta:"Ζ",zeta:"ζ",Zfr:"ℨ",zfr:"𝔷",ZHcy:"Ж",zhcy:"ж",zigrarr:"⇝",Zopf:"ℤ",zopf:"𝕫",Zscr:"𝒵",zscr:"𝓏",zwj:"‍",zwnj:"‌"}},function(e,t,n){"use 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