com.cloudera.director.aws.ec2.ebs.EBSAllocator.java Source code

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// (c) Copyright 2016 Cloudera, Inc.
//
// 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 com.cloudera.director.aws.ec2.ebs;

import static com.google.common.base.Preconditions.checkNotNull;
import static com.google.common.base.Preconditions.checkState;
import static java.util.Objects.requireNonNull;

import com.amazonaws.AmazonServiceException;
import com.amazonaws.services.ec2.AmazonEC2Client;
import com.amazonaws.services.ec2.model.AttachVolumeRequest;
import com.amazonaws.services.ec2.model.CreateTagsRequest;
import com.amazonaws.services.ec2.model.CreateVolumeRequest;
import com.amazonaws.services.ec2.model.CreateVolumeResult;
import com.amazonaws.services.ec2.model.DeleteVolumeRequest;
import com.amazonaws.services.ec2.model.DescribeInstanceAttributeRequest;
import com.amazonaws.services.ec2.model.DescribeSubnetsRequest;
import com.amazonaws.services.ec2.model.DescribeSubnetsResult;
import com.amazonaws.services.ec2.model.DescribeVolumesRequest;
import com.amazonaws.services.ec2.model.EbsInstanceBlockDeviceSpecification;
import com.amazonaws.services.ec2.model.InstanceAttributeName;
import com.amazonaws.services.ec2.model.InstanceBlockDeviceMapping;
import com.amazonaws.services.ec2.model.InstanceBlockDeviceMappingSpecification;
import com.amazonaws.services.ec2.model.ModifyInstanceAttributeRequest;
import com.amazonaws.services.ec2.model.Subnet;
import com.amazonaws.services.ec2.model.Tag;
import com.amazonaws.services.ec2.model.Volume;
import com.amazonaws.services.ec2.model.VolumeAttachment;
import com.amazonaws.services.ec2.model.VolumeAttachmentState;
import com.amazonaws.services.ec2.model.VolumeState;
import com.cloudera.director.aws.AWSExceptions;
import com.cloudera.director.aws.AWSTimeouts;
import com.cloudera.director.aws.Tags.ResourceTags;
import com.cloudera.director.aws.ec2.EC2InstanceTemplate;
import com.google.common.annotations.VisibleForTesting;
import com.google.common.base.Optional;
import com.google.common.base.Stopwatch;
import com.google.common.collect.BiMap;
import com.google.common.collect.ImmutableMap;
import com.google.common.collect.Iterables;
import com.google.common.collect.Lists;
import com.google.common.collect.Maps;
import com.google.common.collect.Sets;

import java.util.Collection;
import java.util.Collections;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.concurrent.TimeUnit;

import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
 * Provides functionality to create and attach EBS volumes.
 */
public class EBSAllocator {

    private static final Logger LOG = LoggerFactory.getLogger(EBSAllocator.class);

    private static final long WAIT_UNTIL_AVAILABLE_INTERVAL_SECONDS = 5;
    private static final long WAIT_UNTIL_ATTACHED_INTERVAL_SECONDS = 5;

    /**
     * The key for the timeout to wait for EBS volumes to become available.
     */
    public static final String TIMEOUT_AVAILABLE = "ec2.ebs.availableSeconds";
    /**
     * The key for the timeout to wait for EBS volumes to be attached.
     */
    public static final String TIMEOUT_ATTACH = "ec2.ebs.attachSeconds";

    private static final long DEFAULT_TIMEOUT_SECONDS = 180L;

    private static final String INVALID_STATE_MISSING_KMS_KEY = "EBS volumes should only be separately created when they need to be encrypted with a user specified KMS key";

    @VisibleForTesting
    static final String DEVICE_NAME_START_PREFIX = "/dev/sd";

    @VisibleForTesting
    static final char DEVICE_NAME_START_CHAR = 'f';

    private final AmazonEC2Client client;
    private final long availableTimeoutSeconds;
    private final long attachTimeoutSeconds;

    /**
     * Constructs a new EBS allocator instance.
     *
     * @param client a pre-configured ec2 client
     * @param awsTimeouts the AWS timeouts
     */
    public EBSAllocator(AmazonEC2Client client, AWSTimeouts awsTimeouts) {
        checkNotNull(awsTimeouts, "awsTimeouts is null");

        this.client = checkNotNull(client, "ec2 client is null");
        this.availableTimeoutSeconds = awsTimeouts.getTimeout(TIMEOUT_AVAILABLE).or(DEFAULT_TIMEOUT_SECONDS);
        this.attachTimeoutSeconds = awsTimeouts.getTimeout(TIMEOUT_ATTACH).or(DEFAULT_TIMEOUT_SECONDS);
    }

    /**
     * Represents an instance along with the EBS volumes associated with it.
     */
    public static class InstanceEbsVolumes {

        public static final String UNCREATED_VOLUME_ID = "uncreated";

        private final String virtualInstanceId;
        private final String ec2InstanceId;
        private final Map<String, Status> volumeStatuses;

        public enum Status {
            CREATED, AVAILABLE, ATTACHED, FAILED
        }

        /**
         * Constructor.
         *
         * @param virtualInstanceId the Director virtual instance id
         * @param ec2InstanceId the AWS EC2 instance id
         * @param volumeStatuses the volume ids for each instance along with the status of the volume
         */
        public InstanceEbsVolumes(String virtualInstanceId, String ec2InstanceId,
                Map<String, Status> volumeStatuses) {
            this.virtualInstanceId = requireNonNull(virtualInstanceId, "virtualInstanceId is null");
            this.ec2InstanceId = requireNonNull(ec2InstanceId, "ec2InstanceId is null");
            this.volumeStatuses = ImmutableMap.copyOf(volumeStatuses);
        }

        public String getVirtualInstanceId() {
            return virtualInstanceId;
        }

        public String getEc2InstanceId() {
            return ec2InstanceId;
        }

        public Map<String, Status> getVolumeStatuses() {
            return volumeStatuses;
        }

        @Override
        public boolean equals(Object o) {
            if (this == o)
                return true;
            if (o == null || getClass() != o.getClass())
                return false;

            InstanceEbsVolumes that = (InstanceEbsVolumes) o;

            if (!virtualInstanceId.equals(that.virtualInstanceId))
                return false;
            if (!ec2InstanceId.equals(that.ec2InstanceId))
                return false;
            return volumeStatuses.equals(that.volumeStatuses);

        }

        @Override
        public int hashCode() {
            int result = virtualInstanceId.hashCode();
            result = 31 * result + ec2InstanceId.hashCode();
            result = 31 * result + volumeStatuses.hashCode();
            return result;
        }

        @Override
        public String toString() {
            return "InstanceEbsVolumes{" + "virtualInstanceId='" + virtualInstanceId + '\'' + ", ec2InstanceId='"
                    + ec2InstanceId + '\'' + ", volumeStatuses=" + volumeStatuses + '}';
        }
    }

    /**
     * Runs create volume requests for each instance. The number and type
     * of volumes to create are taken from the instance template.
     *
     * @param template the instance template
     * @param ec2InstanceIdsByVirtualInstanceId ids of the instances where the key is the virtual
     *                                          instance id and the value is the ec2 instance id
     * @return a list of InstanceEbsVolumes
     */
    public List<InstanceEbsVolumes> createVolumes(EC2InstanceTemplate template,
            BiMap<String, String> ec2InstanceIdsByVirtualInstanceId) {
        checkState(template.getEbsKmsKeyId().isPresent(), INVALID_STATE_MISSING_KMS_KEY);

        Optional<String> templateAvailabilityZone = template.getAvailabilityZone();

        String availabilityZone = templateAvailabilityZone.isPresent() ? templateAvailabilityZone.get()
                : getAvailabilityZoneFromSubnetId(template.getSubnetId());

        int volumesPerInstance = template.getEbsVolumeCount();
        LOG.info("Requesting {} volumes each for {} instances", volumesPerInstance,
                ec2InstanceIdsByVirtualInstanceId.size());

        int uncreatedVolumeCount = 0;

        List<InstanceEbsVolumes> instanceEbsVolumesList = Lists.newArrayList();
        for (Map.Entry<String, String> entry : ec2InstanceIdsByVirtualInstanceId.entrySet()) {
            String virtualInstanceId = entry.getKey();
            String ec2InstanceId = entry.getValue();

            Map<String, InstanceEbsVolumes.Status> volumes = Maps.newHashMap();
            for (int j = 0; j < volumesPerInstance; j++) {
                CreateVolumeRequest request = new CreateVolumeRequest().withVolumeType(template.getEbsVolumeType())
                        .withSize(template.getEbsVolumeSizeGiB()).withAvailabilityZone(availabilityZone)
                        .withEncrypted(template.isEnableEbsEncryption())
                        .withKmsKeyId(template.getEbsKmsKeyId().get());

                try {
                    CreateVolumeResult result = client.createVolume(request);
                    String volumeId = result.getVolume().getVolumeId();
                    volumes.put(volumeId, InstanceEbsVolumes.Status.CREATED);
                } catch (AmazonServiceException ex) {
                    String message = "Failed to request an EBS volume for virtual instance %s";
                    LOG.error(String.format(message, virtualInstanceId), ex);
                    String volumeId = InstanceEbsVolumes.UNCREATED_VOLUME_ID + uncreatedVolumeCount;
                    volumes.put(volumeId, InstanceEbsVolumes.Status.FAILED);
                    uncreatedVolumeCount++;
                }
            }
            InstanceEbsVolumes instanceEbsVolumes = new InstanceEbsVolumes(virtualInstanceId, ec2InstanceId,
                    volumes);
            instanceEbsVolumesList.add(instanceEbsVolumes);
        }
        return instanceEbsVolumesList;
    }

    /**
     * Returns all volumes from a list of instance EBS volumes that have the specified status.
     */
    private static Set<String> getAllVolumeIdsWithStatus(List<InstanceEbsVolumes> instanceEbsVolumes,
            InstanceEbsVolumes.Status status) {
        Set<String> volumeIds = Sets.newHashSet();
        for (InstanceEbsVolumes instance : instanceEbsVolumes) {
            for (Map.Entry<String, InstanceEbsVolumes.Status> volume : instance.getVolumeStatuses().entrySet()) {
                String volumeId = volume.getKey();
                InstanceEbsVolumes.Status volumeStatus = volume.getValue();
                if (volumeStatus == status)
                    volumeIds.add(volumeId);
            }
        }
        return volumeIds;
    }

    /**
     * Returns true if all volumes for an instance has the expected status.
     */
    private static boolean instanceHasAllVolumesWithStatus(InstanceEbsVolumes instanceEbsVolumes,
            InstanceEbsVolumes.Status status) {
        int volumeCount = instanceEbsVolumes.getVolumeStatuses().size();
        Set<String> volumesWithExpectedStatus = getAllVolumeIdsWithStatus(
                Collections.singletonList(instanceEbsVolumes), status);
        return volumeCount == volumesWithExpectedStatus.size();
    }

    /**
     * Waits for the volumes in a list of {@code InstanceEbsVolumes} to reach an available state.
     * Returns an updated list of {@code InstanceEbsVolumes} with the volumes that became
     * available marked as AVAILABLE and volumes that failed or timed out marked as FAILED.
     *
     * @param createdInstanceVolumes list of instances with their created ebs volumes
     * @return updated list of instances EBS volumes
     */
    public List<InstanceEbsVolumes> waitUntilVolumesAvailable(List<InstanceEbsVolumes> createdInstanceVolumes)
            throws InterruptedException {

        Set<String> volumesToCheck = getAllVolumeIdsWithStatus(createdInstanceVolumes,
                InstanceEbsVolumes.Status.CREATED);

        int numRequestedVolumes = volumesToCheck.size();
        Set<String> volumesAvailable = Sets.newHashSetWithExpectedSize(numRequestedVolumes);

        if (numRequestedVolumes > 0) {
            LOG.info("Waiting for a maximum of {} seconds for volumes to become available",
                    availableTimeoutSeconds);

            Stopwatch watch = Stopwatch.createStarted();
            while (watch.elapsed(TimeUnit.SECONDS) < availableTimeoutSeconds) {
                DescribeVolumesRequest volumeRequest = new DescribeVolumesRequest().withVolumeIds(volumesToCheck);

                try {
                    List<Volume> volumes = client.describeVolumes(volumeRequest).getVolumes();

                    for (Volume volume : volumes) {
                        String id = volume.getVolumeId();
                        VolumeState state = VolumeState.fromValue(volume.getState());

                        switch (state) {
                        case Creating:
                            break;
                        case Available:
                            volumesToCheck.remove(id);
                            volumesAvailable.add(id);
                            break;
                        case Error:
                            // TODO log why the volume failed which may need a separate api call
                            volumesToCheck.remove(id);
                            break;
                        default:
                            String err = String
                                    .format("A requested volume went into an unexpected state %s while waiting "
                                            + "for volume to become available", state);
                            throw new IllegalStateException(String.format(err, state));
                        }
                    }

                    if (volumesToCheck.isEmpty()) {
                        break;
                    }
                } catch (AmazonServiceException ex) {
                    // ignore exception when volume isn't found, newly created volumes may not be found right away
                    if (ex.getErrorCode().equals("InvalidVolume.NotFound")) {
                        LOG.info("Requested volume(s) not yet found");
                    } else {
                        throw AWSExceptions.propagate(ex);
                    }
                }

                LOG.info("Waiting on {} out of {} volumes to reach a final state, next check in {} seconds",
                        volumesToCheck.size(), numRequestedVolumes, WAIT_UNTIL_AVAILABLE_INTERVAL_SECONDS);
                TimeUnit.SECONDS.sleep(WAIT_UNTIL_AVAILABLE_INTERVAL_SECONDS);
            }

            if (volumesToCheck.size() > 0) {
                LOG.error(
                        "Timed out while waiting for volumes to be created, {} out of {} volumes became available",
                        volumesAvailable.size(), numRequestedVolumes);
            }
        } else {
            LOG.info("Skipping wait for availability because no EBS volumes were created");
        }

        // Update the status of each volume to AVAILABLE or FAILED based on the result

        List<InstanceEbsVolumes> updated = Lists.newArrayList();
        for (InstanceEbsVolumes instanceEbsVolumes : createdInstanceVolumes) {
            Map<String, InstanceEbsVolumes.Status> updatedVolumes = Maps.newHashMap();
            for (String volumeId : instanceEbsVolumes.getVolumeStatuses().keySet()) {
                InstanceEbsVolumes.Status updatedStatus = volumesAvailable.contains(volumeId)
                        ? InstanceEbsVolumes.Status.AVAILABLE
                        : InstanceEbsVolumes.Status.FAILED;
                updatedVolumes.put(volumeId, updatedStatus);
            }
            updated.add(new InstanceEbsVolumes(instanceEbsVolumes.getVirtualInstanceId(),
                    instanceEbsVolumes.getEc2InstanceId(), updatedVolumes));
        }

        return updated;
    }

    /**
     * Goes through a list of {@code InstanceEbsVolumes} and attaches all AVAILABLE
     * volumes to its associated instance. If an instance has any volume that isn't
     * in the AVAILABLE stage, all volumes for that instance will skip tagging and
     * attachment steps.
     *
     * @param template                the instance template
     * @param instanceEbsVolumesList  a list of instances with their associated volumes
     * @param userDefinedTags         list of user defined tags
     * @throws InterruptedException if the operation is interrupted
     */
    public List<InstanceEbsVolumes> attachAndTagVolumes(EC2InstanceTemplate template,
            List<InstanceEbsVolumes> instanceEbsVolumesList, List<Tag> userDefinedTags)
            throws InterruptedException {

        Set<String> requestedAttachments = Sets.newHashSet();

        for (InstanceEbsVolumes instanceEbsVolumes : instanceEbsVolumesList) {
            String virtualInstanceId = instanceEbsVolumes.getVirtualInstanceId();
            String ec2InstanceId = instanceEbsVolumes.getEc2InstanceId();

            if (!instanceHasAllVolumesWithStatus(instanceEbsVolumes, InstanceEbsVolumes.Status.AVAILABLE)) {
                continue;
            }

            Map<String, InstanceEbsVolumes.Status> volumes = instanceEbsVolumes.getVolumeStatuses();
            List<String> deviceNames = getEbsDeviceNames(volumes.size());

            int index = 0;
            for (String volumeId : instanceEbsVolumes.getVolumeStatuses().keySet()) {
                tagVolume(template, userDefinedTags, virtualInstanceId, volumeId);

                String deviceName = deviceNames.get(index);
                AttachVolumeRequest volumeRequest = new AttachVolumeRequest().withVolumeId(volumeId)
                        .withInstanceId(ec2InstanceId).withDevice(deviceName);
                index++;

                LOG.info(">> Attaching volume {} to instance {} with device name {}", volumeId, ec2InstanceId,
                        deviceName);

                try {
                    client.attachVolume(volumeRequest);
                    requestedAttachments.add(volumeId);
                } catch (AmazonServiceException ex) {
                    AWSExceptions.propagateIfUnrecoverable(ex);

                    LOG.error(String.format("Failed to attach volume %s to instance %s with device name %s",
                            volumeId, ec2InstanceId, deviceName), ex);
                }
            }
        }

        Collection<String> attachedVolumes = waitUntilVolumesAttached(requestedAttachments);

        // Update the status of each volume to ATTACHED or FAILED based on the result

        List<InstanceEbsVolumes> updated = Lists.newArrayList();
        for (InstanceEbsVolumes instanceEbsVolumes : instanceEbsVolumesList) {
            Map<String, InstanceEbsVolumes.Status> updatedVolumes = Maps.newHashMap();
            for (String volumeId : instanceEbsVolumes.getVolumeStatuses().keySet()) {
                InstanceEbsVolumes.Status updatedStatus = attachedVolumes.contains(volumeId)
                        ? InstanceEbsVolumes.Status.ATTACHED
                        : InstanceEbsVolumes.Status.FAILED;
                updatedVolumes.put(volumeId, updatedStatus);
            }
            updated.add(new InstanceEbsVolumes(instanceEbsVolumes.getVirtualInstanceId(),
                    instanceEbsVolumes.getEc2InstanceId(), updatedVolumes));
        }

        return updated;
    }

    /**
     * Returns a list of device names that that EBS volumes should attach with.
     * Refer to http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/device_naming.html
     *
     * @param count the number of device names needed
     * @return list of device names
     */
    public List<String> getEbsDeviceNames(int count) {
        List<String> names = Lists.newArrayList();
        char suffix = DEVICE_NAME_START_CHAR;
        for (int i = 0; i < count; i++) {
            String name = DEVICE_NAME_START_PREFIX + suffix;
            names.add(name);

            // Device character suffix should wrap around to the beginning after z.
            // Note that 'a' is skipped since it's reserved for root. Although
            // devices [b-e] are meant for instance store volumes, it's okay to
            // map them since the EC2Provider should not be adding any instance
            // store devices when EBS volumes are used.

            if (suffix == 'z')
                suffix = 'b';
            else
                suffix++;
        }
        return names;
    }

    /**
     * Deletes a specified collection of volumes.
     *
     * @param volumeIds the collection of volume ids to delete.
     */
    public void deleteVolumes(Collection<String> volumeIds) {
        LOG.info(">> Deleting {} volumes", volumeIds.size());
        for (String id : volumeIds) {
            // TODO volumes that are attached need to be detached before we can delete
            DeleteVolumeRequest request = new DeleteVolumeRequest().withVolumeId(id);
            client.deleteVolume(request);
        }
    }

    /**
     * Adds a delete on termination flag to all volumes in an {@code InstanceEbsVolumes} list
     * that have the ATTACHED status. This makes sure that the volumes associated with the
     * instance will be automatically cleaned up upon instance termination.
     *
     * @param instanceEbsVolumesList list of instances along with their associated volumes
     */
    public void addDeleteOnTerminationFlag(List<InstanceEbsVolumes> instanceEbsVolumesList) {
        Set<String> volumesToFlag = getAllVolumeIdsWithStatus(instanceEbsVolumesList,
                InstanceEbsVolumes.Status.ATTACHED);

        if (!volumesToFlag.isEmpty()) {
            for (InstanceEbsVolumes instanceEbsVolumes : instanceEbsVolumesList) {
                String ec2InstanceId = instanceEbsVolumes.getEc2InstanceId();

                DescribeInstanceAttributeRequest instanceAttributeRequest = new DescribeInstanceAttributeRequest()
                        .withAttribute(InstanceAttributeName.BlockDeviceMapping).withInstanceId(ec2InstanceId);

                List<InstanceBlockDeviceMapping> blockDeviceMappings = client
                        .describeInstanceAttribute(instanceAttributeRequest).getInstanceAttribute()
                        .getBlockDeviceMappings();

                for (InstanceBlockDeviceMapping blockDeviceMapping : blockDeviceMappings) {
                    String volumeId = blockDeviceMapping.getEbs().getVolumeId();

                    // The block device mapping may have volumes associated with it that were not
                    // provisioned by us. We skip marking those volumes for deletion.

                    if (!volumesToFlag.contains(volumeId)) {
                        continue;
                    }

                    InstanceBlockDeviceMappingSpecification updatedSpec = new InstanceBlockDeviceMappingSpecification()
                            .withEbs(new EbsInstanceBlockDeviceSpecification().withDeleteOnTermination(true)
                                    .withVolumeId(volumeId))
                            .withDeviceName(blockDeviceMapping.getDeviceName());

                    ModifyInstanceAttributeRequest modifyRequest = new ModifyInstanceAttributeRequest()
                            .withBlockDeviceMappings(updatedSpec).withInstanceId(ec2InstanceId);

                    client.modifyInstanceAttribute(modifyRequest);
                }
            }
        }
    }

    /**
     * Wait for the specified list of volumes to be attached within a timeout.
     *
     * @param volumeIds collection of volume ids to wait for
     * @return collection of volumes that were successfully attached
     * @throws InterruptedException if the operation is interrupted
     */
    private Collection<String> waitUntilVolumesAttached(Collection<String> volumeIds) throws InterruptedException {
        checkNotNull(volumeIds);
        if (volumeIds.isEmpty()) {
            LOG.info("No volumes are being attached, skipping wait");
            return Collections.emptySet();
        }

        Set<String> unattachedVolumes = Sets.newHashSet(volumeIds);
        Set<String> attachedVolumes = Sets.newHashSet();

        LOG.info("Waiting for a maximum of {} seconds for volumes to be attached", attachTimeoutSeconds);

        Stopwatch watch = Stopwatch.createStarted();
        while (watch.elapsed(TimeUnit.SECONDS) < attachTimeoutSeconds) {
            DescribeVolumesRequest volumeRequest = new DescribeVolumesRequest().withVolumeIds(unattachedVolumes);
            List<Volume> volumes = client.describeVolumes(volumeRequest).getVolumes();

            for (Volume volume : volumes) {
                VolumeAttachment attachment = Iterables.getOnlyElement(volume.getAttachments());
                VolumeAttachmentState state = VolumeAttachmentState.fromValue(attachment.getState());

                if (state == VolumeAttachmentState.Attached) {
                    unattachedVolumes.remove(volume.getVolumeId());
                    attachedVolumes.add(volume.getVolumeId());
                }
            }

            if (unattachedVolumes.isEmpty()) {
                return attachedVolumes;
            }

            LOG.info("Waiting on {} out of {} volumes to be attached, next check in {} seconds",
                    unattachedVolumes.size(), volumeIds.size(), WAIT_UNTIL_ATTACHED_INTERVAL_SECONDS);
            TimeUnit.SECONDS.sleep(WAIT_UNTIL_ATTACHED_INTERVAL_SECONDS);
        }

        LOG.error("Timed out while waiting for all volumes to be attached, {} out of {} volumes were attached",
                attachedVolumes.size(), volumeIds.size());
        return attachedVolumes;
    }

    /**
     * Tags an EBS volume. Expects that the volume already exists or is in the process of
     * being created.
     *
     * @param template          the instance template
     * @param userDefinedTags   the user-defined tags
     * @param virtualInstanceId the virtual instance id of it's associated instance
     * @param volumeId          the volume id
     * @throws InterruptedException if the operation is interrupted
     */
    public void tagVolume(EC2InstanceTemplate template, List<Tag> userDefinedTags, String virtualInstanceId,
            String volumeId) throws InterruptedException {
        LOG.info(">> Tagging volume {} / {}", volumeId, virtualInstanceId);
        List<Tag> tags = Lists.newArrayList(
                new Tag(ResourceTags.RESOURCE_NAME.getTagKey(),
                        String.format("%s-%s", template.getInstanceNamePrefix(), virtualInstanceId)),
                new Tag(ResourceTags.CLOUDERA_DIRECTOR_ID.getTagKey(), virtualInstanceId),
                new Tag(ResourceTags.CLOUDERA_DIRECTOR_TEMPLATE_NAME.getTagKey(), template.getName()));
        tags.addAll(userDefinedTags);

        client.createTags(new CreateTagsRequest().withTags(tags).withResources(volumeId));
    }

    /**
     * Get the availability zone from a Subnet ID.
     *
     * @param subnetId the id of the subnet
     * @return the availability zone of the subnet
     */
    private String getAvailabilityZoneFromSubnetId(String subnetId) {
        DescribeSubnetsRequest request = new DescribeSubnetsRequest().withSubnetIds(subnetId);
        DescribeSubnetsResult result = client.describeSubnets(request);
        Subnet subnet = Iterables.getOnlyElement(result.getSubnets());
        return subnet.getAvailabilityZone();
    }
}