import random
import string
import time

import requests

import ray
from ray import serve
from ray.serve.utils import retry_actor_failures
from ray.cluster_utils import Cluster

num_redis_shards = 1
redis_max_memory = 10**8
object_store_memory = 10**8
num_nodes = 5
cpus_per_node = 2
cluster = Cluster()
for i in range(num_nodes):
    cluster.add_node(
        redis_port=6379 if i == 0 else None,
        num_redis_shards=num_redis_shards if i == 0 else None,
        num_cpus=2,
        num_gpus=0,
        resources={str(i): 2},
        object_store_memory=object_store_memory,
        redis_max_memory=redis_max_memory,
        webui_host="0.0.0.0")

ray.init(
    address=cluster.address,
    include_webui=True,
    webui_host="0.0.0.0",
    log_to_driver=False)
serve.init()


@ray.remote
class RandomKiller:
    def __init__(self, kill_period_s=1):
        self.kill_period_s = kill_period_s
        serve.init()

    def _get_all_serve_actors(self):
        master = serve.api._get_master_actor()
        [router] = retry_actor_failures(master.get_router)
        [http_proxy] = retry_actor_failures(master.get_http_proxy)
        all_handles = [master, router, http_proxy]
        worker_handle_dict = retry_actor_failures(
            master.get_all_worker_handles)
        for _, replica_dict in worker_handle_dict.items():
            all_handles.extend(list(replica_dict.values()))

        return all_handles

    def run(self):
        while True:
            ray.kill(random.choice(self._get_all_serve_actors()))
            time.sleep(self.kill_period_s)


class RandomTest:
    def __init__(self, max_endpoints=1):
        self.max_endpoints = max_endpoints
        self.weighted_actions = [
            (self.create_endpoint, 1),
            (self.verify_endpoint, 4),
        ]
        self.endpoints = []
        for _ in range(max_endpoints):
            self.create_endpoint()

    def create_endpoint(self):
        if len(self.endpoints) == self.max_endpoints:
            endpoint_to_delete = self.endpoints.pop()
            serve.delete_endpoint(endpoint_to_delete)
            serve.delete_backend(endpoint_to_delete)

        new_endpoint = "".join(
            [random.choice(string.ascii_letters) for _ in range(10)])

        def handler(self, *args):
            return new_endpoint

        serve.create_backend(new_endpoint, handler)
        serve.create_endpoint(new_endpoint, "/" + new_endpoint)
        serve.set_traffic(new_endpoint, {new_endpoint: 1.0})

        self.endpoints.append(new_endpoint)

    def verify_endpoint(self):
        endpoint = random.choice(self.endpoints)
        for _ in range(100):
            try:
                r = requests.get("http://127.0.0.1:8000/" + endpoint)
                assert r.text == endpoint
            except Exception:
                print("Request to {} failed.".format(endpoint))
                time.sleep(0.01)

    def run(self):
        iteration = 0
        start_time = time.time()
        previous_time = start_time
        while True:
            for _ in range(100):
                actions, weights = zip(*self.weighted_actions)
                random.choices(actions, weights=weights)[0]()

            new_time = time.time()
            print("Iteration {}:\n"
                  "  - Iteration time: {}.\n"
                  "  - Absolute time: {}.\n"
                  "  - Total elapsed time: {}.".format(
                      iteration, new_time - previous_time, new_time,
                      new_time - start_time))
            previous_time = new_time
            iteration += 1


random_killer = RandomKiller.remote()
random_killer.run.remote()
# Subtract 4 from the CPUs available for master, router, HTTP proxy,
# and metric monitor actors.
RandomTest(max_endpoints=(num_nodes * cpus_per_node) - 4).run()