public static void main(String[] args) {
   JsonTypeDefinition def = JsonTypeDefinition.fromJson("[\"int32\"]");
   int size = 30000;
   List<Integer> value = new ArrayList<Integer>(size);
   for (int i = 0; i < size; i++) value.add(i);
   JsonTypeSerializer ser = new JsonTypeSerializer(def);
   long start = System.currentTimeMillis();
   int iters = 100;
   List<byte[]> bytes = new ArrayList<byte[]>(iters);
   for (int i = 0; i < iters; i++) bytes.add(ser.toBytes(value));
   long elapsed = System.currentTimeMillis() - start;
   System.out.println("Took " + (elapsed / iters) + " ms");
 }
  public void verifySchema(String url) throws Exception {
    // create new json store def with schema from the metadata in the input
    // path
    JsonSchema schema = HadoopUtils.getSchemaFromPath(getInputPath());
    int replicationFactor = props.getInt("build.replication.factor", 2);
    int requiredReads = props.getInt("build.required.reads", 1);
    int requiredWrites = props.getInt("build.required.writes", 1);
    String description = props.getString("push.store.description", "");
    String owners = props.getString("push.store.owners", "");
    String keySchema =
        "\n\t\t<type>json</type>\n\t\t<schema-info version=\"0\">"
            + schema.getKeyType()
            + "</schema-info>\n\t";
    String valSchema =
        "\n\t\t<type>json</type>\n\t\t<schema-info version=\"0\">"
            + schema.getValueType()
            + "</schema-info>\n\t";

    boolean hasCompression = false;
    if (props.containsKey("build.compress.value")) hasCompression = true;

    if (hasCompression) {
      valSchema += "\t<compression><type>gzip</type></compression>\n\t";
    }

    if (props.containsKey("build.force.schema.key")) {
      keySchema = props.get("build.force.schema.key");
    }

    if (props.containsKey("build.force.schema.value")) {
      valSchema = props.get("build.force.schema.value");
    }

    String newStoreDefXml =
        VoldemortUtils.getStoreDefXml(
            storeName,
            replicationFactor,
            requiredReads,
            requiredWrites,
            props.containsKey("build.preferred.reads")
                ? props.getInt("build.preferred.reads")
                : null,
            props.containsKey("build.preferred.writes")
                ? props.getInt("build.preferred.writes")
                : null,
            (props.containsKey("push.force.schema.key"))
                ? props.getString("push.force.schema.key")
                : keySchema,
            (props.containsKey("push.force.schema.value"))
                ? props.getString("push.force.schema.value")
                : valSchema,
            description,
            owners);

    log.info("Verifying store: \n" + newStoreDefXml.toString());

    StoreDefinition newStoreDef = VoldemortUtils.getStoreDef(newStoreDefXml);

    // get store def from cluster
    log.info("Getting store definition from: " + url + " (node id " + this.nodeId + ")");

    AdminClient adminClient = new AdminClient(url, new AdminClientConfig());
    try {
      List<StoreDefinition> remoteStoreDefs =
          adminClient.getRemoteStoreDefList(this.nodeId).getValue();
      boolean foundStore = false;

      // go over all store defs and see if one has the same name as the
      // store we're trying
      // to build
      for (StoreDefinition remoteStoreDef : remoteStoreDefs) {
        if (remoteStoreDef.getName().equals(storeName)) {
          // if the store already exists, but doesn't match what we
          // want to push, we need
          // to worry
          if (!remoteStoreDef.equals(newStoreDef)) {
            // it is possible that the stores actually DO match, but
            // the
            // json in the key/value serializers is out of order (eg
            // {'a': 'int32', 'b': 'int32'} could have a/b reversed.
            // this is just a reflection of the fact that voldemort
            // json
            // type defs use hashmaps that are unordered, and pig
            // uses
            // bags that are unordered as well. it's therefore
            // unpredictable what order the keys will come out of
            // pig.
            // let's check to see if the key/value serializers are
            // REALLY equal.
            SerializerDefinition localKeySerializerDef = newStoreDef.getKeySerializer();
            SerializerDefinition localValueSerializerDef = newStoreDef.getValueSerializer();
            SerializerDefinition remoteKeySerializerDef = remoteStoreDef.getKeySerializer();
            SerializerDefinition remoteValueSerializerDef = remoteStoreDef.getValueSerializer();

            if (remoteKeySerializerDef.getName().equals("json")
                && remoteValueSerializerDef.getName().equals("json")
                && remoteKeySerializerDef.getAllSchemaInfoVersions().size() == 1
                && remoteValueSerializerDef.getAllSchemaInfoVersions().size() == 1) {
              JsonTypeDefinition remoteKeyDef =
                  JsonTypeDefinition.fromJson(remoteKeySerializerDef.getCurrentSchemaInfo());
              JsonTypeDefinition remoteValDef =
                  JsonTypeDefinition.fromJson(remoteValueSerializerDef.getCurrentSchemaInfo());
              JsonTypeDefinition localKeyDef =
                  JsonTypeDefinition.fromJson(localKeySerializerDef.getCurrentSchemaInfo());
              JsonTypeDefinition localValDef =
                  JsonTypeDefinition.fromJson(localValueSerializerDef.getCurrentSchemaInfo());

              if (remoteKeyDef.equals(localKeyDef) && remoteValDef.equals(localValDef)) {
                String compressionPolicy = "";
                if (hasCompression) {
                  compressionPolicy = "\n\t\t<compression><type>gzip</type></compression>";
                }

                // if the key/value serializers are REALLY equal
                // (even though the strings may not match), then
                // just use the remote stores to GUARANTEE that
                // they
                // match, and try again.
                newStoreDefXml =
                    VoldemortUtils.getStoreDefXml(
                        storeName,
                        replicationFactor,
                        requiredReads,
                        requiredWrites,
                        props.containsKey("build.preferred.reads")
                            ? props.getInt("build.preferred.reads")
                            : null,
                        props.containsKey("build.preferred.writes")
                            ? props.getInt("build.preferred.writes")
                            : null,
                        "\n\t\t<type>json</type>\n\t\t<schema-info version=\"0\">"
                            + remoteKeySerializerDef.getCurrentSchemaInfo()
                            + "</schema-info>\n\t",
                        "\n\t\t<type>json</type>\n\t\t<schema-info version=\"0\">"
                            + remoteValueSerializerDef.getCurrentSchemaInfo()
                            + "</schema-info>"
                            + compressionPolicy
                            + "\n\t");

                newStoreDef = VoldemortUtils.getStoreDef(newStoreDefXml);

                if (!remoteStoreDef.equals(newStoreDef)) {
                  // if we still get a fail, then we know that
                  // the
                  // store defs don't match for reasons OTHER
                  // than
                  // the key/value serializer
                  throw new RuntimeException(
                      "Your store schema is identical, but the store definition does not match. Have: "
                          + newStoreDef
                          + "\nBut expected: "
                          + remoteStoreDef);
                }
              } else {
                // if the key/value serializers are not equal
                // (even
                // in java, not just json strings), then fail
                throw new RuntimeException(
                    "Your store definition does not match the store definition that is already in the cluster. Tried to resolve identical schemas between local and remote, but failed. Have: "
                        + newStoreDef
                        + "\nBut expected: "
                        + remoteStoreDef);
              }
            }
          }

          foundStore = true;
          break;
        }
      }

      // if the store doesn't exist yet, create it
      if (!foundStore) {
        // New requirement - Make sure the user had description and
        // owner specified
        if (description.length() == 0) {
          throw new RuntimeException(
              "Description field missing in store definition. "
                  + "Please add \"push.store.description\" with a line describing your store");
        }

        if (owners.length() == 0) {
          throw new RuntimeException(
              "Owner field missing in store definition. "
                  + "Please add \"push.store.owners\" with value being comma-separated list of LinkedIn email ids");
        }

        log.info("Could not find store " + storeName + " on Voldemort. Adding it to all nodes ");
        adminClient.addStore(newStoreDef);
      }

      // don't use newStoreDef because we want to ALWAYS use the JSON
      // definition since the store builder assumes that you are using
      // JsonTypeSerializer. This allows you to tweak your value/key store
      // xml
      // as you see fit, but still uses the json sequence file meta data
      // to
      // build the store.
      storeDefs =
          ImmutableList.of(
              VoldemortUtils.getStoreDef(
                  VoldemortUtils.getStoreDefXml(
                      storeName,
                      replicationFactor,
                      requiredReads,
                      requiredWrites,
                      props.containsKey("build.preferred.reads")
                          ? props.getInt("build.preferred.reads")
                          : null,
                      props.containsKey("build.preferred.writes")
                          ? props.getInt("build.preferred.writes")
                          : null,
                      keySchema,
                      valSchema)));
      cluster = adminClient.getAdminClientCluster();
    } finally {
      adminClient.stop();
    }
  }