Http Offerset Plugin

src/main/java/io/github/aurora/scheduler/offers/HttpOfferSetImpl.java

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+/**
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package io.github.aurora.scheduler.offers;
+
+import java.io.IOException;
+import java.lang.annotation.Retention;
+import java.lang.annotation.Target;
+import java.net.MalformedURLException;
+import java.net.URL;
+import java.util.*;
+import java.util.concurrent.ConcurrentSkipListSet;
+import java.util.stream.Collectors;
+
+import javax.inject.Qualifier;
+
+import com.google.common.annotations.VisibleForTesting;
+import com.google.common.collect.Ordering;
+import com.google.gson.Gson;
+import com.google.inject.Inject;
+
+import org.apache.aurora.scheduler.base.TaskGroupKey;
+import org.apache.aurora.scheduler.filter.SchedulingFilter.ResourceRequest;
+import org.apache.aurora.scheduler.offers.HostOffer;
+import org.apache.aurora.scheduler.offers.OfferSet;
+import org.apache.aurora.scheduler.resources.ResourceType;
+import org.apache.aurora.scheduler.storage.entities.IJobKey;
+import org.apache.http.HttpEntity;
+import org.apache.http.client.config.RequestConfig;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpPost;
+import org.apache.http.entity.StringEntity;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.util.EntityUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import static java.lang.annotation.ElementType.FIELD;
+import static java.lang.annotation.ElementType.METHOD;
+import static java.lang.annotation.ElementType.PARAMETER;
+import static java.lang.annotation.RetentionPolicy.RUNTIME;
+
+/**
+ * Implementation for OfferSet.
+ * HttpOfferSetImpl sorts offers using an external endpoint.
+ * It sends the request (request + offers) to the external endpoint
+ * and receives the response (sorted offers).
+ */
+@VisibleForTesting
+public class HttpOfferSetImpl implements OfferSet {
+
+  private static final Logger LOG = LoggerFactory.getLogger(HttpOfferSetImpl.class);
+  private final Set<HostOffer> offers;
+  private final Gson gson;
+  private Integer timeoutMs;
+  private URL endpoint;
+  private Integer maxRetries;
+
+  public HttpOfferSetImpl() {
+    offers = new HashSet<>();
+    gson = new Gson();
+  }
+
+  @VisibleForTesting
+  @Qualifier
+  @Target({ FIELD, PARAMETER, METHOD }) @Retention(RUNTIME)
+  @interface Endpoint { }
+
+  @VisibleForTesting
+  @Qualifier
+  @Target({ FIELD, PARAMETER, METHOD }) @Retention(RUNTIME)
+  @interface MaxRetries { }
+
+  @VisibleForTesting
+  @Qualifier
+  @Target({ FIELD, PARAMETER, METHOD }) @Retention(RUNTIME)
+  @interface TimeoutMs { }
+
+  @Inject
+  public HttpOfferSetImpl(Ordering<HostOffer> ordering,
+                          @TimeoutMs Integer timeoutMs,
+                          @Endpoint String url,
+                          @MaxRetries Integer maxRetries) {
+    offers = new ConcurrentSkipListSet<>(ordering);
+    gson = new Gson();
+    try {
+      endpoint = new URL(url);
+      HttpOfferSetModule.enable(true);
+      LOG.info("HttpOfferSetModule Enabled.");
+    } catch (MalformedURLException e) {
+      LOG.error("http_offer_set_endpoint is malformed. ", e);
+      HttpOfferSetModule.enable(false);
+      LOG.info("HttpOfferSetModule Disabled.");
+    }
+    this.timeoutMs = timeoutMs;
+    this.maxRetries = maxRetries;
+    LOG.info("HttpOfferSet's endpoint: " + this.endpoint);
+    LOG.info("HttpOfferSet's timeout: " + this.timeoutMs + " (ms)");
+    LOG.info("HttpOfferSet's max retries: " + this.maxRetries);
+  }
+
+  @Override
+  public void add(HostOffer offer) {
+    offers.add(offer);
+  }
+
+  @Override
+  public void remove(HostOffer removed) {
+    offers.remove(removed);
+  }
+
+  @Override
+  public int size() {
+    // Potential gotcha - since this is a ConcurrentSkipListSet, size() is more
+    // expensive.
+    // Could track this separately if it turns out to pose problems.
+    return offers.size();
+  }
+
+  @Override
+  public void clear() {
+    offers.clear();
+  }
+
+  @Override
+  public Iterable<HostOffer> values() {
+    return offers;
+  }
+
+  @Override
+  public Iterable<HostOffer> getOrdered(TaskGroupKey groupKey, ResourceRequest resourceRequest) {
+    // if there are no available offers, do nothing.
+    if (offers.isEmpty() || !HttpOfferSetModule.isEnabled()) {
+      return offers;
+    }
+
+    List<HostOffer> orderedOffers = null;
+    try {
+      long startTime = System.nanoTime();
+      // create json request & send the Rest API request to the scheduler plugin
+      ScheduleRequest scheduleRequest = this.createRequest(resourceRequest, startTime);
+      LOG.info("Sending request " + scheduleRequest.jobKey);
+      String responseStr = this.sendRequest(scheduleRequest);
+      orderedOffers = processResponse(responseStr);
+      LOG.info("received response for " + scheduleRequest.jobKey);
+      HttpOfferSetModule.latencyMsList.add(System.nanoTime() - startTime);
+    } catch (IOException e) {
+      LOG.error("Failed to schedule the task of "
+          + resourceRequest.getTask().getJob().toString()
+          + " using HttpOfferSet. ", e);
+      HttpOfferSetModule.incFailureCount();
+    } finally {
+      // shutdown HttpOfferSet if failure is consistent.
+      if (HttpOfferSetModule.getFailureCount() >= maxRetries) {
+        LOG.error("Reaches " + maxRetries + ". HttpOfferSet Disabled.");
+        HttpOfferSetModule.enable(false);
+      }
+    }
+    if (orderedOffers != null) {
+      return orderedOffers;
+    }
+
+    // fall back to default scheduler.
+    LOG.warn("Falling back on default ordering.");
+    return offers;
+  }
+
+  //createScheduleRequest creates the ScheduleRequest to be sent out to the plugin.
+  private ScheduleRequest createRequest(ResourceRequest resourceRequest, long startTime) {
+    Resource req = new Resource(resourceRequest.getResourceBag().valueOf(ResourceType.CPUS),
+        resourceRequest.getResourceBag().valueOf(ResourceType.RAM_MB),
+        resourceRequest.getResourceBag().valueOf(ResourceType.DISK_MB));
+    List<Host> hosts = offers.stream().map(offer -> new Host(offer.getAttributes().getHost(),
+            new Resource(offer.getResourceBag(true).valueOf(ResourceType.CPUS)
+                    + offer.getResourceBag(false).valueOf(ResourceType.CPUS),
+                    offer.getResourceBag(true).valueOf(ResourceType.RAM_MB)
+                            + offer.getResourceBag(false).valueOf(ResourceType.RAM_MB),
+                    offer.getResourceBag(true).valueOf(ResourceType.DISK_MB)
+                    + offer.getResourceBag(false).valueOf(ResourceType.DISK_MB))))
+            .collect(Collectors.toList());
+    IJobKey jobKey = resourceRequest.getTask().getJob();
+    String jobKeyStr = jobKey.getRole() + "-" + jobKey.getEnvironment() + "-" + jobKey.getName()
+            + "@" + startTime;
+    return new ScheduleRequest(req, hosts, jobKeyStr);
+  }
+
+  // sendRequest sends resorceRequest to the external plugin endpoint and gets json response.
+  private String sendRequest(ScheduleRequest scheduleRequest) throws IOException {
+    LOG.debug("Sending request for " + scheduleRequest.toString());
+    CloseableHttpClient httpClient = HttpClients.createDefault();
+    try {
+      HttpPost request = new HttpPost(this.endpoint.toString());
+      RequestConfig requestConfig = RequestConfig.custom()
+              .setConnectionRequestTimeout(this.timeoutMs)
+              .setConnectTimeout(this.timeoutMs)
+              .setSocketTimeout(this.timeoutMs)
+              .build();
+      request.setConfig(requestConfig);
+      request.addHeader("Content-Type", "application/json; utf-8");
+      request.addHeader("Accept", "application/json");
+      request.setEntity(new StringEntity(gson.toJson(scheduleRequest)));
+      CloseableHttpResponse response = httpClient.execute(request);
+      try {
+        HttpEntity entity = response.getEntity();
+        if (entity == null) {
+          throw new IOException("Empty response from the external http endpoint.");
+        } else {
+          return EntityUtils.toString(entity);
+        }
+      } finally {
+        response.close();
+      }
+    } finally {
+      httpClient.close();
+    }
+  }
+
+  List<HostOffer> processResponse(String responseStr) throws IOException {
+    // process the response
+    ScheduleResponse response = gson.fromJson(responseStr, ScheduleResponse.class);
+    if (response.error == null || response.hosts == null) {
+      LOG.info("Response: " + responseStr);
+      throw new IOException("response is malformed");
+    }
+
+    Map<String, HostOffer> offerMap = offers.stream()
+            .collect(Collectors.toMap(offer -> offer.getAttributes().getHost(), offer -> offer));
+    List<HostOffer> orderedOffers = new ArrayList<>();
+    if (response.error.trim().isEmpty()) {
+      for (String host : response.hosts) {
+        HostOffer offer = offerMap.get(host);
+        if (offer == null) {
+          LOG.warn("Cannot find host " + host + " in the response");
+        } else {
+          orderedOffers.add(offer);
+        }
+      }
+      LOG.debug("Sorted offers: " + String.join(",",
+          response.hosts.subList(0, Math.min(5, response.hosts.size())) + "..."));
+      if (orderedOffers.isEmpty()) {
+        LOG.warn("Cannot find any offers for this task. "
+                + "Please check the condition of these hosts: "
+                + Util.getHostnames(offers));
+      }
+      return orderedOffers;
+    } else {
+      LOG.error("Unable to get sorted offers due to " + response.error);
+      throw new IOException(response.error);
+    }
+  }
+
+  // Host represents for each host offer.
+  static class Host {
+    String name;
+    Resource offer;
+
+    Host(String mName, Resource mOffer) {
+      name = mName;
+      offer = mOffer;
+    }
+
+    @Override
+    public String toString() {
+      return "Host{" + "name='" + name + '\'' + ", offer=" + offer + '}';
+    }
+  }
+
+  // Resource is used between Aurora and MagicMatch.
+  static class Resource {
+    double cpu;
+    double memory;
+    double disk;
+
+    Resource(double cpu, double memory, double disk) {
+      this.cpu = cpu;
+      this.memory = memory;
+      this.disk = disk;
+    }
+
+    @Override
+    public String toString() {
+      return "Resource{" + "cpu=" + cpu + ", memory=" + memory + ", disk=" + disk + '}';
+    }
+  }
+
+  // ScheduleRequest is the request sent to MagicMatch.
+  static class ScheduleRequest {
+    String jobKey;
+    Resource request;
+    List<Host> hosts;
+
+    ScheduleRequest(Resource request, List<Host> hosts, String jobKey) {
+      this.request = request;
+      this.hosts = hosts;
+      this.jobKey = jobKey;
+    }
+
+    @Override
+    public String toString() {
+      return "ScheduleRequest{" + "jobKey=" + jobKey + "request=" + request
+                + ", hosts=" + hosts + '}';
+    }
+  }
+
+  // ScheduleResponse is the scheduling result responded by MagicMatch
+  static class ScheduleResponse {
+    String error;
+    List<String> hosts;
+
+    @Override
+    public String toString() {
+      return "ScheduleResponse{" + "error='" + error + '\'' + ", hosts=" + hosts + '}';
+    }
+  }
+}