org.apache.storm.utils.Utils.java Source code

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/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you 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 org.apache.storm.utils;

import java.io.BufferedInputStream;
import java.io.BufferedOutputStream;
import java.io.BufferedReader;
import java.io.BufferedWriter;
import java.io.ByteArrayInputStream;
import java.io.ByteArrayOutputStream;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileNotFoundException;
import java.io.FileOutputStream;
import java.io.FileReader;
import java.io.FileWriter;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.io.ObjectInputStream;
import java.io.ObjectOutputStream;
import java.io.OutputStream;
import java.io.OutputStreamWriter;
import java.io.PrintStream;
import java.io.RandomAccessFile;
import java.io.Serializable;
import java.lang.management.ManagementFactory;
import java.net.InetAddress;
import java.net.ServerSocket;
import java.net.URL;
import java.net.URLDecoder;
import java.net.UnknownHostException;
import java.nio.ByteBuffer;
import java.nio.file.FileSystems;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.nio.file.attribute.PosixFilePermission;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.Enumeration;
import java.util.HashMap;
import java.util.HashSet;
import java.util.Iterator;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Set;
import java.util.TreeMap;
import java.util.UUID;
import java.util.concurrent.Callable;
import java.util.jar.JarEntry;
import java.util.jar.JarFile;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import java.util.zip.GZIPInputStream;
import java.util.zip.GZIPOutputStream;
import java.util.zip.ZipEntry;
import java.util.zip.ZipFile;

import org.apache.commons.compress.archivers.tar.TarArchiveEntry;
import org.apache.commons.compress.archivers.tar.TarArchiveInputStream;
import org.apache.commons.exec.CommandLine;
import org.apache.commons.exec.DefaultExecutor;
import org.apache.commons.exec.ExecuteException;
import org.apache.commons.io.FileUtils;
import org.apache.commons.io.IOUtils;
import org.apache.commons.io.input.ClassLoaderObjectInputStream;
import org.apache.commons.lang.StringUtils;
import org.apache.curator.ensemble.exhibitor.DefaultExhibitorRestClient;
import org.apache.curator.ensemble.exhibitor.ExhibitorEnsembleProvider;
import org.apache.curator.ensemble.exhibitor.Exhibitors;
import org.apache.curator.framework.CuratorFramework;
import org.apache.curator.framework.CuratorFrameworkFactory;
import org.apache.storm.Config;
import org.apache.storm.blobstore.BlobStore;
import org.apache.storm.blobstore.BlobStoreAclHandler;
import org.apache.storm.blobstore.ClientBlobStore;
import org.apache.storm.blobstore.InputStreamWithMeta;
import org.apache.storm.blobstore.LocalFsBlobStore;
import org.apache.storm.daemon.JarTransformer;
import org.apache.storm.generated.AccessControl;
import org.apache.storm.generated.AccessControlType;
import org.apache.storm.generated.AuthorizationException;
import org.apache.storm.generated.ClusterSummary;
import org.apache.storm.generated.ComponentCommon;
import org.apache.storm.generated.ComponentObject;
import org.apache.storm.generated.GlobalStreamId;
import org.apache.storm.generated.InvalidTopologyException;
import org.apache.storm.generated.KeyNotFoundException;
import org.apache.storm.generated.Nimbus;
import org.apache.storm.generated.ReadableBlobMeta;
import org.apache.storm.generated.SettableBlobMeta;
import org.apache.storm.generated.StormTopology;
import org.apache.storm.generated.TopologyInfo;
import org.apache.storm.generated.TopologySummary;
import org.apache.storm.localizer.Localizer;
import org.apache.storm.nimbus.NimbusInfo;
import org.apache.storm.serialization.DefaultSerializationDelegate;
import org.apache.storm.serialization.SerializationDelegate;
import org.apache.thrift.TBase;
import org.apache.thrift.TDeserializer;
import org.apache.thrift.TException;
import org.apache.thrift.TSerializer;
import org.apache.zookeeper.ZooDefs;
import org.apache.zookeeper.data.ACL;
import org.apache.zookeeper.data.Id;
import org.json.simple.JSONValue;
import org.json.simple.parser.ParseException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.yaml.snakeyaml.Yaml;
import org.yaml.snakeyaml.constructor.SafeConstructor;

import com.google.common.annotations.VisibleForTesting;

import clojure.lang.Keyword;
import clojure.lang.RT;

public class Utils {
    // A singleton instance allows us to mock delegated static methods in our
    // tests by subclassing.
    private static Utils _instance = new Utils();

    /**
     * Provide an instance of this class for delegates to use.  To mock out
     * delegated methods, provide an instance of a subclass that overrides the
     * implementation of the delegated method.
     * @param u a Utils instance
     * @return the previously set instance
     */
    public static Utils setInstance(Utils u) {
        Utils oldInstance = _instance;
        _instance = u;
        return oldInstance;
    }

    public static final Logger LOG = LoggerFactory.getLogger(Utils.class);
    public static final String DEFAULT_STREAM_ID = "default";
    public static final String DEFAULT_BLOB_VERSION_SUFFIX = ".version";
    public static final String CURRENT_BLOB_SUFFIX_ID = "current";
    public static final String DEFAULT_CURRENT_BLOB_SUFFIX = "." + CURRENT_BLOB_SUFFIX_ID;
    private static ThreadLocal<TSerializer> threadSer = new ThreadLocal<TSerializer>();
    private static ThreadLocal<TDeserializer> threadDes = new ThreadLocal<TDeserializer>();

    private static SerializationDelegate serializationDelegate;
    private static ClassLoader cl = null;
    private static Map<String, Object> localConf;

    public static final boolean IS_ON_WINDOWS = "Windows_NT".equals(System.getenv("OS"));
    public static final String FILE_PATH_SEPARATOR = System.getProperty("file.separator");
    public static final String CLASS_PATH_SEPARATOR = System.getProperty("path.separator");

    public static final int SIGKILL = 9;
    public static final int SIGTERM = 15;

    static {
        localConf = readStormConfig();
        serializationDelegate = getSerializationDelegate(localConf);
    }

    @SuppressWarnings("unchecked")
    public static <T> T newInstance(String klass) {
        try {
            return newInstance((Class<T>) Class.forName(klass));
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    public static <T> T newInstance(Class<T> klass) {
        return _instance.newInstanceImpl(klass);
    }

    // Non-static impl methods exist for mocking purposes.
    public <T> T newInstanceImpl(Class<T> klass) {
        try {
            return klass.newInstance();
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    public static JarTransformer jarTransformer(String klass) {
        JarTransformer ret = null;
        if (klass != null) {
            ret = (JarTransformer) newInstance(klass);
        }
        return ret;
    }

    public static byte[] serialize(Object obj) {
        return serializationDelegate.serialize(obj);
    }

    public static <T> T deserialize(byte[] serialized, Class<T> clazz) {
        return serializationDelegate.deserialize(serialized, clazz);
    }

    public static <T> T thriftDeserialize(Class<T> c, byte[] b, int offset, int length) {
        try {
            T ret = c.newInstance();
            TDeserializer des = getDes();
            des.deserialize((TBase) ret, b, offset, length);
            return ret;
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    public static byte[] javaSerialize(Object obj) {
        try {
            ByteArrayOutputStream bos = new ByteArrayOutputStream();
            ObjectOutputStream oos = new ObjectOutputStream(bos);
            oos.writeObject(obj);
            oos.close();
            return bos.toByteArray();
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    public static <T> T javaDeserialize(byte[] serialized, Class<T> clazz) {
        try {
            ByteArrayInputStream bis = new ByteArrayInputStream(serialized);
            ObjectInputStream ois = null;
            if (null == cl) {
                ois = new ObjectInputStream(bis);
            } else {
                // Use custom class loader set in testing environment
                ois = new ClassLoaderObjectInputStream(cl, bis);
            }
            Object ret = ois.readObject();
            ois.close();
            return (T) ret;
        } catch (IOException ioe) {
            throw new RuntimeException(ioe);
        } catch (ClassNotFoundException e) {
            throw new RuntimeException(e);
        }
    }

    public static byte[] gzip(byte[] data) {
        try {
            ByteArrayOutputStream bos = new ByteArrayOutputStream();
            GZIPOutputStream out = new GZIPOutputStream(bos);
            out.write(data);
            out.close();
            return bos.toByteArray();
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    public static byte[] gunzip(byte[] data) {
        try {
            ByteArrayOutputStream bos = new ByteArrayOutputStream();
            ByteArrayInputStream bis = new ByteArrayInputStream(data);
            GZIPInputStream in = new GZIPInputStream(bis);
            byte[] buffer = new byte[1024];
            int len = 0;
            while ((len = in.read(buffer)) >= 0) {
                bos.write(buffer, 0, len);
            }
            in.close();
            bos.close();
            return bos.toByteArray();
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    public static byte[] toCompressedJsonConf(Map<String, Object> stormConf) {
        try {
            ByteArrayOutputStream bos = new ByteArrayOutputStream();
            OutputStreamWriter out = new OutputStreamWriter(new GZIPOutputStream(bos));
            JSONValue.writeJSONString(stormConf, out);
            out.close();
            return bos.toByteArray();
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    public static Map<String, Object> fromCompressedJsonConf(byte[] serialized) {
        try {
            ByteArrayInputStream bis = new ByteArrayInputStream(serialized);
            InputStreamReader in = new InputStreamReader(new GZIPInputStream(bis));
            Object ret = JSONValue.parseWithException(in);
            in.close();
            return (Map<String, Object>) ret;
        } catch (IOException | ParseException e) {
            throw new RuntimeException(e);
        }
    }

    public static <T> String join(Iterable<T> coll, String sep) {
        Iterator<T> it = coll.iterator();
        StringBuilder ret = new StringBuilder();
        while (it.hasNext()) {
            ret.append(it.next());
            if (it.hasNext()) {
                ret.append(sep);
            }
        }
        return ret.toString();
    }

    public static long bitXorVals(List<Long> coll) {
        long result = 0;
        for (Long val : coll) {
            result ^= val;
        }
        return result;
    }

    public static void sleep(long millis) {
        try {
            Time.sleep(millis);
        } catch (InterruptedException e) {
            throw new RuntimeException(e);
        }
    }

    public static List<URL> findResources(String name) {
        try {
            Enumeration<URL> resources = Thread.currentThread().getContextClassLoader().getResources(name);
            List<URL> ret = new ArrayList<URL>();
            while (resources.hasMoreElements()) {
                ret.add(resources.nextElement());
            }
            return ret;
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    public static Map<String, Object> findAndReadConfigFile(String name, boolean mustExist) {
        InputStream in = null;
        boolean confFileEmpty = false;
        try {
            in = getConfigFileInputStream(name);
            if (null != in) {
                Yaml yaml = new Yaml(new SafeConstructor());
                @SuppressWarnings("unchecked")
                Map<String, Object> ret = (Map<String, Object>) yaml.load(new InputStreamReader(in));
                if (null != ret) {
                    return new HashMap<>(ret);
                } else {
                    confFileEmpty = true;
                }
            }

            if (mustExist) {
                if (confFileEmpty)
                    throw new RuntimeException("Config file " + name + " doesn't have any valid storm configs");
                else
                    throw new RuntimeException("Could not find config file on classpath " + name);
            } else {
                return new HashMap<>();
            }
        } catch (IOException e) {
            throw new RuntimeException(e);
        } finally {
            if (null != in) {
                try {
                    in.close();
                } catch (IOException e) {
                    throw new RuntimeException(e);
                }
            }
        }
    }

    private static InputStream getConfigFileInputStream(String configFilePath) throws IOException {
        if (null == configFilePath) {
            throw new IOException("Could not find config file, name not specified");
        }

        HashSet<URL> resources = new HashSet<URL>(findResources(configFilePath));
        if (resources.isEmpty()) {
            File configFile = new File(configFilePath);
            if (configFile.exists()) {
                return new FileInputStream(configFile);
            }
        } else if (resources.size() > 1) {
            throw new IOException("Found multiple " + configFilePath
                    + " resources. You're probably bundling the Storm jars with your topology jar. " + resources);
        } else {
            LOG.debug("Using " + configFilePath + " from resources");
            URL resource = resources.iterator().next();
            return resource.openStream();
        }
        return null;
    }

    public static Map<String, Object> findAndReadConfigFile(String name) {
        return findAndReadConfigFile(name, true);
    }

    public static Map<String, Object> readDefaultConfig() {
        return findAndReadConfigFile("defaults.yaml", true);
    }

    public static Map<String, Object> readCommandLineOpts() {
        Map<String, Object> ret = new HashMap<>();
        String commandOptions = System.getProperty("storm.options");
        if (commandOptions != null) {
            /*
             Below regex uses negative lookahead to not split in the middle of json objects '{}'
             or json arrays '[]'. This is needed to parse valid json object/arrays passed as options
             via 'storm.cmd' in windows. This is not an issue while using 'storm.py' since it url-encodes
             the options and the below regex just does a split on the commas that separates each option.
                
             Note:- This regex handles only valid json strings and could produce invalid results
             if the options contain un-encoded invalid json or strings with unmatched '[, ], { or }'. We can
             replace below code with split(",") once 'storm.cmd' is fixed to send url-encoded options.
              */
            String[] configs = commandOptions.split(",(?![^\\[\\]{}]*(]|}))");
            for (String config : configs) {
                config = URLDecoder.decode(config);
                String[] options = config.split("=", 2);
                if (options.length == 2) {
                    Object val = options[1];
                    try {
                        val = JSONValue.parseWithException(options[1]);
                    } catch (ParseException ignored) {
                        //fall back to string, which is already set
                    }
                    ret.put(options[0], val);
                }
            }
        }
        return ret;
    }

    public static Map<String, Object> readStormConfig() {
        Map<String, Object> ret = readDefaultConfig();
        String confFile = System.getProperty("storm.conf.file");
        Map<String, Object> storm;
        if (confFile == null || confFile.equals("")) {
            storm = findAndReadConfigFile("storm.yaml", false);
        } else {
            storm = findAndReadConfigFile(confFile, true);
        }
        ret.putAll(storm);
        ret.putAll(readCommandLineOpts());
        return ret;
    }

    private static Object normalizeConf(Object conf) {
        if (conf == null)
            return new HashMap();
        if (conf instanceof Map) {
            Map<Object, Object> confMap = new HashMap((Map) conf);
            for (Map.Entry<Object, Object> entry : confMap.entrySet()) {
                confMap.put(entry.getKey(), normalizeConf(entry.getValue()));
            }
            return confMap;
        } else if (conf instanceof List) {
            List confList = new ArrayList((List) conf);
            for (int i = 0; i < confList.size(); i++) {
                Object val = confList.get(i);
                confList.set(i, normalizeConf(val));
            }
            return confList;
        } else if (conf instanceof Integer) {
            return ((Integer) conf).longValue();
        } else if (conf instanceof Float) {
            return ((Float) conf).doubleValue();
        } else {
            return conf;
        }
    }

    public static boolean isValidConf(Map<String, Object> stormConf) {
        return normalizeConf(stormConf)
                .equals(normalizeConf((Map) JSONValue.parse(JSONValue.toJSONString(stormConf))));
    }

    public static Object getSetComponentObject(ComponentObject obj) {
        if (obj.getSetField() == ComponentObject._Fields.SERIALIZED_JAVA) {
            return Utils.javaDeserialize(obj.get_serialized_java(), Serializable.class);
        } else if (obj.getSetField() == ComponentObject._Fields.JAVA_OBJECT) {
            return obj.get_java_object();
        } else {
            return obj.get_shell();
        }
    }

    public static <S, T> T get(Map<S, T> m, S key, T def) {
        T ret = m.get(key);
        if (ret == null) {
            ret = def;
        }
        return ret;
    }

    public static List<Object> tuple(Object... values) {
        List<Object> ret = new ArrayList<Object>();
        for (Object v : values) {
            ret.add(v);
        }
        return ret;
    }

    public static Localizer createLocalizer(Map conf, String baseDir) {
        return new Localizer(conf, baseDir);
    }

    public static ClientBlobStore getClientBlobStoreForSupervisor(Map conf) {
        ClientBlobStore store = (ClientBlobStore) newInstance((String) conf.get(Config.SUPERVISOR_BLOBSTORE));
        store.prepare(conf);
        return store;
    }

    public static BlobStore getNimbusBlobStore(Map conf, NimbusInfo nimbusInfo) {
        return getNimbusBlobStore(conf, null, nimbusInfo);
    }

    public static BlobStore getNimbusBlobStore(Map conf, String baseDir, NimbusInfo nimbusInfo) {
        String type = (String) conf.get(Config.NIMBUS_BLOBSTORE);
        if (type == null) {
            type = LocalFsBlobStore.class.getName();
        }
        BlobStore store = (BlobStore) newInstance(type);
        HashMap nconf = new HashMap(conf);
        // only enable cleanup of blobstore on nimbus
        nconf.put(Config.BLOBSTORE_CLEANUP_ENABLE, Boolean.TRUE);

        if (store != null) {
            // store can be null during testing when mocking utils.
            store.prepare(nconf, baseDir, nimbusInfo);
        }
        return store;
    }

    /**
     * Meant to be called only by the supervisor for stormjar/stormconf/stormcode files.
     * @param key
     * @param localFile
     * @param cb
     * @throws AuthorizationException
     * @throws KeyNotFoundException
     * @throws IOException
     */
    public static void downloadResourcesAsSupervisor(String key, String localFile, ClientBlobStore cb)
            throws AuthorizationException, KeyNotFoundException, IOException {
        _instance.downloadResourcesAsSupervisorImpl(key, localFile, cb);
    }

    public void downloadResourcesAsSupervisorImpl(String key, String localFile, ClientBlobStore cb)
            throws AuthorizationException, KeyNotFoundException, IOException {
        final int MAX_RETRY_ATTEMPTS = 2;
        final int ATTEMPTS_INTERVAL_TIME = 100;
        for (int retryAttempts = 0; retryAttempts < MAX_RETRY_ATTEMPTS; retryAttempts++) {
            if (downloadResourcesAsSupervisorAttempt(cb, key, localFile)) {
                break;
            }
            Utils.sleep(ATTEMPTS_INTERVAL_TIME);
        }
    }

    public static ClientBlobStore getClientBlobStore(Map conf) {
        ClientBlobStore store = (ClientBlobStore) Utils.newInstance((String) conf.get(Config.CLIENT_BLOBSTORE));
        store.prepare(conf);
        return store;
    }

    private static boolean downloadResourcesAsSupervisorAttempt(ClientBlobStore cb, String key, String localFile) {
        boolean isSuccess = false;
        try (FileOutputStream out = new FileOutputStream(localFile); InputStreamWithMeta in = cb.getBlob(key);) {
            long fileSize = in.getFileLength();

            byte[] buffer = new byte[1024];
            int len;
            int downloadFileSize = 0;
            while ((len = in.read(buffer)) >= 0) {
                out.write(buffer, 0, len);
                downloadFileSize += len;
            }

            isSuccess = (fileSize == downloadFileSize);
        } catch (TException | IOException e) {
            LOG.error("An exception happened while downloading {} from blob store.", localFile, e);
        }
        if (!isSuccess) {
            try {
                Files.deleteIfExists(Paths.get(localFile));
            } catch (IOException ex) {
                LOG.error("Failed trying to delete the partially downloaded {}", localFile, ex);
            }
        }
        return isSuccess;
    }

    public static boolean checkFileExists(File path) {
        return Files.exists(path.toPath());
    }

    public static boolean checkFileExists(String path) {
        return Files.exists(new File(path).toPath());
    }

    public static boolean checkFileExists(String dir, String file) {
        return checkFileExists(dir + FILE_PATH_SEPARATOR + file);
    }

    public static boolean CheckDirExists(String dir) {
        File file = new File(dir);
        return file.isDirectory();
    }

    public static long nimbusVersionOfBlob(String key, ClientBlobStore cb)
            throws AuthorizationException, KeyNotFoundException {
        long nimbusBlobVersion = 0;
        ReadableBlobMeta metadata = cb.getBlobMeta(key);
        nimbusBlobVersion = metadata.get_version();
        return nimbusBlobVersion;
    }

    public static String getFileOwner(String path) throws IOException {
        return Files.getOwner(FileSystems.getDefault().getPath(path)).getName();
    }

    public static long localVersionOfBlob(String localFile) {
        File f = new File(localFile + DEFAULT_BLOB_VERSION_SUFFIX);
        long currentVersion = 0;
        if (f.exists() && !(f.isDirectory())) {
            BufferedReader br = null;
            try {
                br = new BufferedReader(new FileReader(f));
                String line = br.readLine();
                currentVersion = Long.parseLong(line);
            } catch (IOException e) {
                throw new RuntimeException(e);
            } finally {
                try {
                    if (br != null) {
                        br.close();
                    }
                } catch (Exception ignore) {
                    LOG.error("Exception trying to cleanup", ignore);
                }
            }
            return currentVersion;
        } else {
            return -1;
        }
    }

    public static String constructBlobWithVersionFileName(String fileName, long version) {
        return fileName + "." + version;
    }

    public static String constructBlobCurrentSymlinkName(String fileName) {
        return fileName + Utils.DEFAULT_CURRENT_BLOB_SUFFIX;
    }

    public static String constructVersionFileName(String fileName) {
        return fileName + Utils.DEFAULT_BLOB_VERSION_SUFFIX;
    }

    // only works on operating  systems that support posix
    public static void restrictPermissions(String baseDir) {
        try {
            Set<PosixFilePermission> perms = new HashSet<PosixFilePermission>(
                    Arrays.asList(PosixFilePermission.OWNER_READ, PosixFilePermission.OWNER_WRITE,
                            PosixFilePermission.OWNER_EXECUTE, PosixFilePermission.GROUP_READ,
                            PosixFilePermission.GROUP_EXECUTE));
            Files.setPosixFilePermissions(FileSystems.getDefault().getPath(baseDir), perms);
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
    }

    public static synchronized clojure.lang.IFn loadClojureFn(String namespace, String name) {
        try {
            clojure.lang.Compiler.eval(RT.readString("(require '" + namespace + ")"));
        } catch (Exception e) {
            //if playing from the repl and defining functions, file won't exist
        }
        return (clojure.lang.IFn) RT.var(namespace, name).deref();
    }

    public static boolean isSystemId(String id) {
        return id.startsWith("__");
    }

    public static ComponentCommon getComponentCommon(StormTopology topology, String id) {
        if (topology.get_spouts().containsKey(id)) {
            return topology.get_spouts().get(id).get_common();
        }
        if (topology.get_bolts().containsKey(id)) {
            return topology.get_bolts().get(id).get_common();
        }
        if (topology.get_state_spouts().containsKey(id)) {
            return topology.get_state_spouts().get(id).get_common();
        }
        throw new IllegalArgumentException("Could not find component with id " + id);
    }

    public static List<String> getStrings(final Object o) {
        if (o == null) {
            return new ArrayList<String>();
        } else if (o instanceof String) {
            return new ArrayList<String>() {
                {
                    add((String) o);
                }
            };
        } else if (o instanceof Collection) {
            List<String> answer = new ArrayList<String>();
            for (Object v : (Collection) o) {
                answer.add(v.toString());
            }
            return answer;
        } else {
            throw new IllegalArgumentException("Don't know how to convert to string list");
        }
    }

    public static String getString(Object o) {
        if (null == o) {
            throw new IllegalArgumentException("Don't know how to convert null to String");
        }
        return o.toString();
    }

    public static Integer getInt(Object o) {
        Integer result = getInt(o, null);
        if (null == result) {
            throw new IllegalArgumentException("Don't know how to convert null to int");
        }
        return result;
    }

    private static TDeserializer getDes() {
        TDeserializer des = threadDes.get();
        if (des == null) {
            des = new TDeserializer();
            threadDes.set(des);
        }
        return des;
    }

    public static byte[] thriftSerialize(TBase t) {
        try {
            TSerializer ser = threadSer.get();
            if (ser == null) {
                ser = new TSerializer();
                threadSer.set(ser);
            }
            return ser.serialize(t);
        } catch (TException e) {
            LOG.error("Failed to serialize to thrift: ", e);
            throw new RuntimeException(e);
        }
    }

    public static <T> T thriftDeserialize(Class<T> c, byte[] b) {
        try {
            return Utils.thriftDeserialize(c, b, 0, b.length);
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    public static Integer getInt(Object o, Integer defaultValue) {
        if (null == o) {
            return defaultValue;
        }

        if (o instanceof Integer || o instanceof Short || o instanceof Byte) {
            return ((Number) o).intValue();
        } else if (o instanceof Long) {
            final long l = (Long) o;
            if (l <= Integer.MAX_VALUE && l >= Integer.MIN_VALUE) {
                return (int) l;
            }
        } else if (o instanceof String) {
            return Integer.parseInt((String) o);
        }

        throw new IllegalArgumentException("Don't know how to convert " + o + " to int");
    }

    public static Double getDouble(Object o) {
        Double result = getDouble(o, null);
        if (null == result) {
            throw new IllegalArgumentException("Don't know how to convert null to double");
        }
        return result;
    }

    public static Double getDouble(Object o, Double defaultValue) {
        if (null == o) {
            return defaultValue;
        }
        if (o instanceof Number) {
            return ((Number) o).doubleValue();
        } else {
            throw new IllegalArgumentException("Don't know how to convert " + o + " + to double");
        }
    }

    public static boolean getBoolean(Object o, boolean defaultValue) {
        if (null == o) {
            return defaultValue;
        }
        if (o instanceof Boolean) {
            return (Boolean) o;
        } else {
            throw new IllegalArgumentException("Don't know how to convert " + o + " + to boolean");
        }
    }

    public static String getString(Object o, String defaultValue) {
        if (null == o) {
            return defaultValue;
        }
        if (o instanceof String) {
            return (String) o;
        } else {
            throw new IllegalArgumentException("Don't know how to convert " + o + " + to String");
        }
    }

    public static long secureRandomLong() {
        return UUID.randomUUID().getLeastSignificantBits();
    }

    /**
     * Unpack matching files from a jar. Entries inside the jar that do
     * not match the given pattern will be skipped.
     *
     * @param jarFile the .jar file to unpack
     * @param toDir the destination directory into which to unpack the jar
     */
    public static void unJar(File jarFile, File toDir) throws IOException {
        JarFile jar = new JarFile(jarFile);
        try {
            Enumeration<JarEntry> entries = jar.entries();
            while (entries.hasMoreElements()) {
                final JarEntry entry = entries.nextElement();
                if (!entry.isDirectory()) {
                    InputStream in = jar.getInputStream(entry);
                    try {
                        File file = new File(toDir, entry.getName());
                        ensureDirectory(file.getParentFile());
                        OutputStream out = new FileOutputStream(file);
                        try {
                            copyBytes(in, out, 8192);
                        } finally {
                            out.close();
                        }
                    } finally {
                        in.close();
                    }
                }
            }
        } finally {
            jar.close();
        }
    }

    /**
     * Copies from one stream to another.
     *
     * @param in InputStream to read from
     * @param out OutputStream to write to
     * @param buffSize the size of the buffer
     */
    public static void copyBytes(InputStream in, OutputStream out, int buffSize) throws IOException {
        PrintStream ps = out instanceof PrintStream ? (PrintStream) out : null;
        byte buf[] = new byte[buffSize];
        int bytesRead = in.read(buf);
        while (bytesRead >= 0) {
            out.write(buf, 0, bytesRead);
            if ((ps != null) && ps.checkError()) {
                throw new IOException("Unable to write to output stream.");
            }
            bytesRead = in.read(buf);
        }
    }

    /**
     * Ensure the existence of a given directory.
     *
     * @throws IOException if it cannot be created and does not already exist
     */
    private static void ensureDirectory(File dir) throws IOException {
        if (!dir.mkdirs() && !dir.isDirectory()) {
            throw new IOException("Mkdirs failed to create " + dir.toString());
        }
    }

    /**
     * Given a Tar File as input it will untar the file in a the untar directory
     * passed as the second parameter
     * <p/>
     * This utility will untar ".tar" files and ".tar.gz","tgz" files.
     *
     * @param inFile   The tar file as input.
     * @param untarDir The untar directory where to untar the tar file.
     * @throws IOException
     */
    public static void unTar(File inFile, File untarDir) throws IOException {
        if (!untarDir.mkdirs()) {
            if (!untarDir.isDirectory()) {
                throw new IOException("Mkdirs failed to create " + untarDir);
            }
        }

        boolean gzipped = inFile.toString().endsWith("gz");
        if (isOnWindows()) {
            // Tar is not native to Windows. Use simple Java based implementation for
            // tests and simple tar archives
            unTarUsingJava(inFile, untarDir, gzipped);
        } else {
            // spawn tar utility to untar archive for full fledged unix behavior such
            // as resolving symlinks in tar archives
            unTarUsingTar(inFile, untarDir, gzipped);
        }
    }

    private static void unTarUsingTar(File inFile, File untarDir, boolean gzipped) throws IOException {
        StringBuffer untarCommand = new StringBuffer();
        if (gzipped) {
            untarCommand.append(" gzip -dc '");
            untarCommand.append(inFile.toString());
            untarCommand.append("' | (");
        }
        untarCommand.append("cd '");
        untarCommand.append(untarDir.toString());
        untarCommand.append("' ; ");
        untarCommand.append("tar -xf ");

        if (gzipped) {
            untarCommand.append(" -)");
        } else {
            untarCommand.append(inFile.toString());
        }
        String[] shellCmd = { "bash", "-c", untarCommand.toString() };
        ShellUtils.ShellCommandExecutor shexec = new ShellUtils.ShellCommandExecutor(shellCmd);
        shexec.execute();
        int exitcode = shexec.getExitCode();
        if (exitcode != 0) {
            throw new IOException(
                    "Error untarring file " + inFile + ". Tar process exited with exit code " + exitcode);
        }
    }

    private static void unTarUsingJava(File inFile, File untarDir, boolean gzipped) throws IOException {
        InputStream inputStream = null;
        try {
            if (gzipped) {
                inputStream = new BufferedInputStream(new GZIPInputStream(new FileInputStream(inFile)));
            } else {
                inputStream = new BufferedInputStream(new FileInputStream(inFile));
            }
            try (TarArchiveInputStream tis = new TarArchiveInputStream(inputStream)) {
                for (TarArchiveEntry entry = tis.getNextTarEntry(); entry != null;) {
                    unpackEntries(tis, entry, untarDir);
                    entry = tis.getNextTarEntry();
                }
            }
        } finally {
            if (inputStream != null) {
                inputStream.close();
            }
        }
    }

    private static void unpackEntries(TarArchiveInputStream tis, TarArchiveEntry entry, File outputDir)
            throws IOException {
        if (entry.isDirectory()) {
            File subDir = new File(outputDir, entry.getName());
            if (!subDir.mkdirs() && !subDir.isDirectory()) {
                throw new IOException("Mkdirs failed to create tar internal dir " + outputDir);
            }
            for (TarArchiveEntry e : entry.getDirectoryEntries()) {
                unpackEntries(tis, e, subDir);
            }
            return;
        }
        File outputFile = new File(outputDir, entry.getName());
        if (!outputFile.getParentFile().exists()) {
            if (!outputFile.getParentFile().mkdirs()) {
                throw new IOException("Mkdirs failed to create tar internal dir " + outputDir);
            }
        }
        int count;
        byte data[] = new byte[2048];
        BufferedOutputStream outputStream = new BufferedOutputStream(new FileOutputStream(outputFile));

        while ((count = tis.read(data)) != -1) {
            outputStream.write(data, 0, count);
        }
        outputStream.flush();
        outputStream.close();
    }

    public static boolean isOnWindows() {
        if (System.getenv("OS") != null) {
            return System.getenv("OS").equals("Windows_NT");
        }
        return false;
    }

    public static boolean isAbsolutePath(String path) {
        return Paths.get(path).isAbsolute();
    }

    public static void unpack(File localrsrc, File dst) throws IOException {
        String lowerDst = localrsrc.getName().toLowerCase();
        if (lowerDst.endsWith(".jar")) {
            unJar(localrsrc, dst);
        } else if (lowerDst.endsWith(".zip")) {
            unZip(localrsrc, dst);
        } else if (lowerDst.endsWith(".tar.gz") || lowerDst.endsWith(".tgz") || lowerDst.endsWith(".tar")) {
            unTar(localrsrc, dst);
        } else {
            LOG.warn("Cannot unpack " + localrsrc);
            if (!localrsrc.renameTo(dst)) {
                throw new IOException("Unable to rename file: [" + localrsrc + "] to [" + dst + "]");
            }
        }
        if (localrsrc.isFile()) {
            localrsrc.delete();
        }
    }

    public static boolean canUserReadBlob(ReadableBlobMeta meta, String user) {
        SettableBlobMeta settable = meta.get_settable();
        for (AccessControl acl : settable.get_acl()) {
            if (acl.get_type().equals(AccessControlType.OTHER)
                    && (acl.get_access() & BlobStoreAclHandler.READ) > 0) {
                return true;
            }
            if (acl.get_name().equals(user) && (acl.get_access() & BlobStoreAclHandler.READ) > 0) {
                return true;
            }
        }
        return false;
    }

    public static CuratorFramework newCurator(Map conf, List<String> servers, Object port, String root) {
        return newCurator(conf, servers, port, root, null);
    }

    public static CuratorFramework newCurator(Map conf, List<String> servers, Object port, ZookeeperAuthInfo auth) {
        return newCurator(conf, servers, port, "", auth);
    }

    public static CuratorFramework newCurator(Map conf, List<String> servers, Object port, String root,
            ZookeeperAuthInfo auth) {
        List<String> serverPorts = new ArrayList<String>();
        for (String zkServer : servers) {
            serverPorts.add(zkServer + ":" + Utils.getInt(port));
        }
        String zkStr = StringUtils.join(serverPorts, ",") + root;
        CuratorFrameworkFactory.Builder builder = CuratorFrameworkFactory.builder();

        setupBuilder(builder, zkStr, conf, auth);

        return builder.build();
    }

    protected static void setupBuilder(CuratorFrameworkFactory.Builder builder, final String zkStr, Map conf,
            ZookeeperAuthInfo auth) {
        List<String> exhibitorServers = getStrings(conf.get(Config.STORM_EXHIBITOR_SERVERS));
        if (!exhibitorServers.isEmpty()) {
            // use exhibitor servers
            builder.ensembleProvider(new ExhibitorEnsembleProvider(
                    new Exhibitors(exhibitorServers, Utils.getInt(conf.get(Config.STORM_EXHIBITOR_PORT)),
                            new Exhibitors.BackupConnectionStringProvider() {
                                @Override
                                public String getBackupConnectionString() throws Exception {
                                    // use zk servers as backup if they exist
                                    return zkStr;
                                }
                            }),
                    new DefaultExhibitorRestClient(), Utils.getString(conf.get(Config.STORM_EXHIBITOR_URIPATH)),
                    Utils.getInt(conf.get(Config.STORM_EXHIBITOR_POLL)),
                    new StormBoundedExponentialBackoffRetry(
                            Utils.getInt(conf.get(Config.STORM_EXHIBITOR_RETRY_INTERVAL)),
                            Utils.getInt(conf.get(Config.STORM_EXHIBITOR_RETRY_INTERVAL_CEILING)),
                            Utils.getInt(conf.get(Config.STORM_EXHIBITOR_RETRY_TIMES)))));
        } else {
            builder.connectString(zkStr);
        }
        builder.connectionTimeoutMs(Utils.getInt(conf.get(Config.STORM_ZOOKEEPER_CONNECTION_TIMEOUT)))
                .sessionTimeoutMs(Utils.getInt(conf.get(Config.STORM_ZOOKEEPER_SESSION_TIMEOUT)))
                .retryPolicy(new StormBoundedExponentialBackoffRetry(
                        Utils.getInt(conf.get(Config.STORM_ZOOKEEPER_RETRY_INTERVAL)),
                        Utils.getInt(conf.get(Config.STORM_ZOOKEEPER_RETRY_INTERVAL_CEILING)),
                        Utils.getInt(conf.get(Config.STORM_ZOOKEEPER_RETRY_TIMES))));

        if (auth != null && auth.scheme != null && auth.payload != null) {
            builder.authorization(auth.scheme, auth.payload);
        }
    }

    public static void testSetupBuilder(CuratorFrameworkFactory.Builder builder, String zkStr, Map conf,
            ZookeeperAuthInfo auth) {
        setupBuilder(builder, zkStr, conf, auth);
    }

    public static CuratorFramework newCuratorStarted(Map conf, List<String> servers, Object port, String root,
            ZookeeperAuthInfo auth) {
        CuratorFramework ret = newCurator(conf, servers, port, root, auth);
        LOG.info("Starting Utils Curator...");
        ret.start();
        return ret;
    }

    public static CuratorFramework newCuratorStarted(Map conf, List<String> servers, Object port,
            ZookeeperAuthInfo auth) {
        CuratorFramework ret = newCurator(conf, servers, port, auth);
        LOG.info("Starting Utils Curator (2)...");
        ret.start();
        return ret;
    }

    public static TreeMap<Integer, Integer> integerDivided(int sum, int numPieces) {
        int base = sum / numPieces;
        int numInc = sum % numPieces;
        int numBases = numPieces - numInc;
        TreeMap<Integer, Integer> ret = new TreeMap<Integer, Integer>();
        ret.put(base, numBases);
        if (numInc != 0) {
            ret.put(base + 1, numInc);
        }
        return ret;
    }

    public static byte[] toByteArray(ByteBuffer buffer) {
        byte[] ret = new byte[buffer.remaining()];
        buffer.get(ret, 0, ret.length);
        return ret;
    }

    public static void readAndLogStream(String prefix, InputStream in) {
        try {
            BufferedReader r = new BufferedReader(new InputStreamReader(in));
            String line = null;
            while ((line = r.readLine()) != null) {
                LOG.info("{}:{}", prefix, line);
            }
        } catch (IOException e) {
            LOG.warn("Error while trying to log stream", e);
        }
    }

    /**
     * Checks if a throwable is an instance of a particular class
     * @param klass The class you're expecting
     * @param throwable The throwable you expect to be an instance of klass
     * @return true if throwable is instance of klass, false otherwise.
     */
    public static boolean exceptionCauseIsInstanceOf(Class klass, Throwable throwable) {
        Throwable t = throwable;
        while (t != null) {
            if (klass.isInstance(t)) {
                return true;
            }
            t = t.getCause();
        }
        return false;
    }

    /**
     * Is the cluster configured to interact with ZooKeeper in a secure way?
     * This only works when called from within Nimbus or a Supervisor process.
     * @param conf the storm configuration, not the topology configuration
     * @return true if it is configured else false.
     */
    public static boolean isZkAuthenticationConfiguredStormServer(Map conf) {
        return null != System.getProperty("java.security.auth.login.config")
                || (conf != null && conf.get(Config.STORM_ZOOKEEPER_AUTH_SCHEME) != null
                        && !((String) conf.get(Config.STORM_ZOOKEEPER_AUTH_SCHEME)).isEmpty());
    }

    /**
     * Is the topology configured to have ZooKeeper authentication.
     * @param conf the topology configuration
     * @return true if ZK is configured else false
     */
    public static boolean isZkAuthenticationConfiguredTopology(Map conf) {
        return (conf != null && conf.get(Config.STORM_ZOOKEEPER_TOPOLOGY_AUTH_SCHEME) != null
                && !((String) conf.get(Config.STORM_ZOOKEEPER_TOPOLOGY_AUTH_SCHEME)).isEmpty());
    }

    public static List<ACL> getWorkerACL(Map conf) {
        //This is a work around to an issue with ZK where a sasl super user is not super unless there is an open SASL ACL so we are trying to give the correct perms
        if (!isZkAuthenticationConfiguredTopology(conf)) {
            return null;
        }
        String stormZKUser = (String) conf.get(Config.STORM_ZOOKEEPER_SUPERACL);
        if (stormZKUser == null) {
            throw new IllegalArgumentException(
                    "Authentication is enabled but " + Config.STORM_ZOOKEEPER_SUPERACL + " is not set");
        }
        String[] split = stormZKUser.split(":", 2);
        if (split.length != 2) {
            throw new IllegalArgumentException(Config.STORM_ZOOKEEPER_SUPERACL
                    + " does not appear to be in the form scheme:acl, i.e. sasl:storm-user");
        }
        ArrayList<ACL> ret = new ArrayList<ACL>(ZooDefs.Ids.CREATOR_ALL_ACL);
        ret.add(new ACL(ZooDefs.Perms.ALL, new Id(split[0], split[1])));
        return ret;
    }

    /**
     * Takes an input dir or file and returns the disk usage on that local directory.
     * Very basic implementation.
     *
     * @param dir The input dir to get the disk space of this local dir
     * @return The total disk space of the input local directory
     */
    public static long getDU(File dir) {
        long size = 0;
        if (!dir.exists())
            return 0;
        if (!dir.isDirectory()) {
            return dir.length();
        } else {
            File[] allFiles = dir.listFiles();
            if (allFiles != null) {
                for (int i = 0; i < allFiles.length; i++) {
                    boolean isSymLink;
                    try {
                        isSymLink = org.apache.commons.io.FileUtils.isSymlink(allFiles[i]);
                    } catch (IOException ioe) {
                        isSymLink = true;
                    }
                    if (!isSymLink) {
                        size += getDU(allFiles[i]);
                    }
                }
            }
            return size;
        }
    }

    /**
     * Gets some information, including stack trace, for a running thread.
     * @return A human-readable string of the dump.
     */
    public static String threadDump() {
        final StringBuilder dump = new StringBuilder();
        final java.lang.management.ThreadMXBean threadMXBean = java.lang.management.ManagementFactory
                .getThreadMXBean();
        final java.lang.management.ThreadInfo[] threadInfos = threadMXBean
                .getThreadInfo(threadMXBean.getAllThreadIds(), 100);
        for (java.lang.management.ThreadInfo threadInfo : threadInfos) {
            dump.append('"');
            dump.append(threadInfo.getThreadName());
            dump.append("\" ");
            dump.append("\n   lock: ");
            dump.append(threadInfo.getLockName());
            dump.append(" owner: ");
            dump.append(threadInfo.getLockOwnerName());
            final Thread.State state = threadInfo.getThreadState();
            dump.append("\n   java.lang.Thread.State: ");
            dump.append(state);
            final StackTraceElement[] stackTraceElements = threadInfo.getStackTrace();
            for (final StackTraceElement stackTraceElement : stackTraceElements) {
                dump.append("\n        at ");
                dump.append(stackTraceElement);
            }
            dump.append("\n\n");
        }
        return dump.toString();
    }

    /**
     * Creates an instance of the pluggable SerializationDelegate or falls back to
     * DefaultSerializationDelegate if something goes wrong.
     * @param stormConf The config from which to pull the name of the pluggable class.
     * @return an instance of the class specified by storm.meta.serialization.delegate
     */
    private static SerializationDelegate getSerializationDelegate(Map stormConf) {
        String delegateClassName = (String) stormConf.get(Config.STORM_META_SERIALIZATION_DELEGATE);
        SerializationDelegate delegate;
        try {
            Class delegateClass = Class.forName(delegateClassName);
            delegate = (SerializationDelegate) delegateClass.newInstance();
        } catch (ClassNotFoundException | InstantiationException | IllegalAccessException e) {
            LOG.error("Failed to construct serialization delegate, falling back to default", e);
            delegate = new DefaultSerializationDelegate();
        }
        delegate.prepare(stormConf);
        return delegate;
    }

    public static void handleUncaughtException(Throwable t) {
        if (t != null && t instanceof Error) {
            if (t instanceof OutOfMemoryError) {
                try {
                    System.err.println("Halting due to Out Of Memory Error..." + Thread.currentThread().getName());
                } catch (Throwable err) {
                    //Again we don't want to exit because of logging issues.
                }
                Runtime.getRuntime().halt(-1);
            } else {
                //Running in daemon mode, we would pass Error to calling thread.
                throw (Error) t;
            }
        }
    }

    public static void validateTopologyBlobStoreMap(Map<String, ?> stormConf, Set<String> blobStoreKeys)
            throws InvalidTopologyException {
        @SuppressWarnings("unchecked")
        Map<String, Object> blobStoreMap = (Map<String, Object>) stormConf.get(Config.TOPOLOGY_BLOBSTORE_MAP);
        if (blobStoreMap != null) {
            Set<String> mapKeys = blobStoreMap.keySet();
            Set<String> missingKeys = new HashSet<>();

            for (String key : mapKeys) {
                if (!blobStoreKeys.contains(key)) {
                    missingKeys.add(key);
                }
            }
            if (!missingKeys.isEmpty()) {
                throw new InvalidTopologyException("The topology blob store map does not "
                        + "contain the valid keys to launch the topology " + missingKeys);
            }
        }
    }

    /**
     * Given a File input it will unzip the file in a the unzip directory
     * passed as the second parameter
     * @param inFile The zip file as input
     * @param unzipDir The unzip directory where to unzip the zip file.
     * @throws IOException
     */
    public static void unZip(File inFile, File unzipDir) throws IOException {
        Enumeration<? extends ZipEntry> entries;
        ZipFile zipFile = new ZipFile(inFile);

        try {
            entries = zipFile.entries();
            while (entries.hasMoreElements()) {
                ZipEntry entry = entries.nextElement();
                if (!entry.isDirectory()) {
                    InputStream in = zipFile.getInputStream(entry);
                    try {
                        File file = new File(unzipDir, entry.getName());
                        if (!file.getParentFile().mkdirs()) {
                            if (!file.getParentFile().isDirectory()) {
                                throw new IOException("Mkdirs failed to create " + file.getParentFile().toString());
                            }
                        }
                        OutputStream out = new FileOutputStream(file);
                        try {
                            byte[] buffer = new byte[8192];
                            int i;
                            while ((i = in.read(buffer)) != -1) {
                                out.write(buffer, 0, i);
                            }
                        } finally {
                            out.close();
                        }
                    } finally {
                        in.close();
                    }
                }
            }
        } finally {
            zipFile.close();
        }
    }

    /**
     * Given a zip File input it will return its size
     * Only works for zip files whose uncompressed size is less than 4 GB,
     * otherwise returns the size module 2^32, per gzip specifications
     * @param myFile The zip file as input
     * @throws IOException
     * @return zip file size as a long
     */
    public static long zipFileSize(File myFile) throws IOException {
        RandomAccessFile raf = new RandomAccessFile(myFile, "r");
        raf.seek(raf.length() - 4);
        long b4 = raf.read();
        long b3 = raf.read();
        long b2 = raf.read();
        long b1 = raf.read();
        long val = (b1 << 24) | (b2 << 16) + (b3 << 8) + b4;
        raf.close();
        return val;
    }

    public static double zeroIfNaNOrInf(double x) {
        return (Double.isNaN(x) || Double.isInfinite(x)) ? 0.0 : x;
    }

    /**
     * parses the arguments to extract jvm heap memory size in MB.
     * @param input
     * @param defaultValue
     * @return the value of the JVM heap memory setting (in MB) in a java command.
     */
    public static Double parseJvmHeapMemByChildOpts(String input, Double defaultValue) {
        if (input != null) {
            Pattern optsPattern = Pattern.compile("Xmx[0-9]+[mkgMKG]");
            Matcher m = optsPattern.matcher(input);
            String memoryOpts = null;
            while (m.find()) {
                memoryOpts = m.group();
            }
            if (memoryOpts != null) {
                int unit = 1;
                memoryOpts = memoryOpts.toLowerCase();

                if (memoryOpts.endsWith("k")) {
                    unit = 1024;
                } else if (memoryOpts.endsWith("m")) {
                    unit = 1024 * 1024;
                } else if (memoryOpts.endsWith("g")) {
                    unit = 1024 * 1024 * 1024;
                }

                memoryOpts = memoryOpts.replaceAll("[a-zA-Z]", "");
                Double result = Double.parseDouble(memoryOpts) * unit / 1024.0 / 1024.0;
                return (result < 1.0) ? 1.0 : result;
            } else {
                return defaultValue;
            }
        } else {
            return defaultValue;
        }
    }

    @VisibleForTesting
    public static void setClassLoaderForJavaDeSerialize(ClassLoader cl) {
        Utils.cl = cl;
    }

    @VisibleForTesting
    public static void resetClassLoaderForJavaDeSerialize() {
        Utils.cl = ClassLoader.getSystemClassLoader();
    }

    public static TopologyInfo getTopologyInfo(String name, String asUser, Map stormConf) {
        try (NimbusClient client = NimbusClient.getConfiguredClientAs(stormConf, asUser)) {
            String topologyId = getTopologyId(name, client.getClient());
            if (null != topologyId) {
                return client.getClient().getTopologyInfo(topologyId);
            }
            return null;
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
    }

    public static String getTopologyId(String name, Nimbus.Client client) {
        try {
            ClusterSummary summary = client.getClusterInfo();
            for (TopologySummary s : summary.get_topologies()) {
                if (s.get_name().equals(name)) {
                    return s.get_id();
                }
            }
        } catch (Exception e) {
            throw new RuntimeException(e);
        }
        return null;
    }

    /**
     * A cheap way to deterministically convert a number to a positive value. When the input is
     * positive, the original value is returned. When the input number is negative, the returned
     * positive value is the original value bit AND against Integer.MAX_VALUE(0x7fffffff) which
     * is not its absolutely value.
     *
     * @param number a given number
     * @return a positive number.
     */
    public static int toPositive(int number) {
        return number & Integer.MAX_VALUE;
    }

    public static GlobalStreamId getGlobalStreamId(String streamId, String componentId) {
        if (componentId == null) {
            return new GlobalStreamId(streamId, DEFAULT_STREAM_ID);
        }
        return new GlobalStreamId(streamId, componentId);
    }

    public static RuntimeException wrapInRuntime(Exception e) {
        if (e instanceof RuntimeException) {
            return (RuntimeException) e;
        } else {
            return new RuntimeException(e);
        }
    }

    public static int getAvailablePort(int prefferedPort) {
        int localPort = -1;
        try (ServerSocket socket = new ServerSocket(prefferedPort)) {
            localPort = socket.getLocalPort();
        } catch (IOException exp) {
            if (prefferedPort > 0) {
                return getAvailablePort(0);
            }
        }
        return localPort;
    }

    public static int getAvailablePort() {
        return getAvailablePort(0);
    }

    /**
     * Determines if a zip archive contains a particular directory.
     *
     * @param zipfile path to the zipped file
     * @param target directory being looked for in the zip.
     * @return boolean whether or not the directory exists in the zip.
     */
    public static boolean zipDoesContainDir(String zipfile, String target) throws IOException {
        List<ZipEntry> entries = (List<ZipEntry>) Collections.list(new ZipFile(zipfile).entries());

        String targetDir = target + "/";
        for (ZipEntry entry : entries) {
            String name = entry.getName();
            if (name.startsWith(targetDir)) {
                return true;
            }
        }

        return false;
    }

    /**
     * Joins any number of maps together into a single map, combining their values into
     * a list, maintaining values in the order the maps were passed in. Nulls are inserted
     * for given keys when the map does not contain that key.
     *
     * i.e. joinMaps({'a' => 1, 'b' => 2}, {'b' => 3}, {'a' => 4, 'c' => 5}) ->
     *      {'a' => [1, null, 4], 'b' => [2, 3, null], 'c' => [null, null, 5]}
     *
     * @param maps variable number of maps to join - order affects order of values in output.
     * @return combined map
     */
    public static <K, V> Map<K, List<V>> joinMaps(Map<K, V>... maps) {
        Map<K, List<V>> ret = new HashMap<>();

        Set<K> keys = new HashSet<>();

        for (Map<K, V> map : maps) {
            keys.addAll(map.keySet());
        }

        for (Map<K, V> m : maps) {
            for (K key : keys) {
                V value = m.get(key);

                if (!ret.containsKey(key)) {
                    ret.put(key, new ArrayList<V>());
                }

                List<V> targetList = ret.get(key);
                targetList.add(value);
            }
        }
        return ret;
    }

    /**
     * Fills up chunks out of a collection (given a maximum amount of chunks)
     *
     * i.e. partitionFixed(5, [1,2,3]) -> [[1,2,3]]
     *      partitionFixed(5, [1..9]) -> [[1,2], [3,4], [5,6], [7,8], [9]]
     *      partitionFixed(3, [1..10]) -> [[1,2,3,4], [5,6,7], [8,9,10]]
     * @param maxNumChunks the maximum number of chunks to return
     * @param coll the collection to be chunked up
     * @return a list of the chunks, which are themselves lists.
     */
    public static <T> List<List<T>> partitionFixed(int maxNumChunks, Collection<T> coll) {
        List<List<T>> ret = new ArrayList<>();

        if (maxNumChunks == 0 || coll == null) {
            return ret;
        }

        Map<Integer, Integer> parts = integerDivided(coll.size(), maxNumChunks);

        // Keys sorted in descending order
        List<Integer> sortedKeys = new ArrayList<Integer>(parts.keySet());
        Collections.sort(sortedKeys, Collections.reverseOrder());

        Iterator<T> it = coll.iterator();
        for (Integer chunkSize : sortedKeys) {
            if (!it.hasNext()) {
                break;
            }
            Integer times = parts.get(chunkSize);
            for (int i = 0; i < times; i++) {
                if (!it.hasNext()) {
                    break;
                }
                List<T> chunkList = new ArrayList<>();
                for (int j = 0; j < chunkSize; j++) {
                    if (!it.hasNext()) {
                        break;
                    }
                    chunkList.add(it.next());
                }
                ret.add(chunkList);
            }
        }

        return ret;
    }

    /**
     * Return a new instance of a pluggable specified in the conf.
     * @param conf The conf to read from.
     * @param configKey The key pointing to the pluggable class
     * @return an instance of the class or null if it is not specified.
     */
    public static Object getConfiguredClass(Map conf, Object configKey) {
        if (conf.containsKey(configKey)) {
            return newInstance((String) conf.get(configKey));
        }
        return null;
    }

    public static String logsFilename(String stormId, String port) {
        return stormId + FILE_PATH_SEPARATOR + port + FILE_PATH_SEPARATOR + "worker.log";
    }

    public static String eventLogsFilename(String stormId, String port) {
        return stormId + FILE_PATH_SEPARATOR + port + FILE_PATH_SEPARATOR + "events.log";
    }

    public static Object readYamlFile(String yamlFile) {
        try (FileReader reader = new FileReader(yamlFile)) {
            return new Yaml(new SafeConstructor()).load(reader);
        } catch (Exception ex) {
            LOG.error("Failed to read yaml file.", ex);
        }
        return null;
    }

    public static void setupDefaultUncaughtExceptionHandler() {
        Thread.setDefaultUncaughtExceptionHandler(new Thread.UncaughtExceptionHandler() {
            public void uncaughtException(Thread thread, Throwable thrown) {
                try {
                    handleUncaughtException(thrown);
                } catch (Error err) {
                    LOG.error("Received error in main thread.. terminating server...", err);
                    Runtime.getRuntime().exit(-2);
                }
            }
        });
    }

    /**
     * Creates a new map with a string value in the map replaced with an
     * equivalently-lengthed string of '#'.  (If the object is not a string
     * to string will be called on it and replaced) 
     * @param m The map that a value will be redacted from
     * @param key The key pointing to the value to be redacted
     * @return a new map with the value redacted. The original map will not be modified.
     */
    public static Map<String, Object> redactValue(Map<String, Object> m, String key) {
        if (m.containsKey(key)) {
            HashMap<String, Object> newMap = new HashMap<>(m);
            Object value = newMap.get(key);
            String v = value.toString();
            String redacted = new String(new char[v.length()]).replace("\0", "#");
            newMap.put(key, redacted);
            return newMap;
        }
        return m;
    }

    /**
     * Make sure a given key name is valid for the storm config.
     * Throw RuntimeException if the key isn't valid.
     * @param name The name of the config key to check.
     */
    private static final Set<String> disallowedKeys = new HashSet<>(
            Arrays.asList(new String[] { "/", ".", ":", "\\" }));

    public static void validateKeyName(String name) {

        for (String key : disallowedKeys) {
            if (name.contains(key)) {
                throw new RuntimeException(
                        "Key name cannot contain any of the following: " + disallowedKeys.toString());
            }
        }
        if (name.trim().isEmpty()) {
            throw new RuntimeException("Key name cannot be blank");
        }
    }

    /**
     * Find the first item of coll for which pred.test(...) returns true.
     * @param pred The IPredicate to test for
     * @param coll The Collection of items to search through.
     * @return The first matching value in coll, or null if nothing matches.
     */
    public static <T> T findOne(IPredicate<T> pred, Collection<T> coll) {
        if (coll == null) {
            return null;
        }
        for (T elem : coll) {
            if (pred.test(elem)) {
                return elem;
            }
        }
        return null;
    }

    public static <T, U> T findOne(IPredicate<T> pred, Map<U, T> map) {
        if (map == null) {
            return null;
        }
        return findOne(pred, (Set<T>) map.entrySet());
    }

    public static String localHostname() throws UnknownHostException {
        return _instance.localHostnameImpl();
    }

    // Non-static impl methods exist for mocking purposes.
    protected String localHostnameImpl() throws UnknownHostException {
        return InetAddress.getLocalHost().getCanonicalHostName();
    }

    private static String memoizedLocalHostnameString = null;

    public static String memoizedLocalHostname() throws UnknownHostException {
        if (memoizedLocalHostnameString == null) {
            memoizedLocalHostnameString = localHostname();
        }
        return memoizedLocalHostnameString;
    }

    /**
     * Gets the storm.local.hostname value, or tries to figure out the local hostname
     * if it is not set in the config.
     * @return a string representation of the hostname.
    */
    public static String hostname() throws UnknownHostException {
        if (localConf == null) {
            return memoizedLocalHostname();
        }
        Object hostnameString = localConf.get(Config.STORM_LOCAL_HOSTNAME);
        if (hostnameString == null || hostnameString.equals("")) {
            return memoizedLocalHostname();
        }
        return (String) hostnameString;
    }

    public static String uuid() {
        return UUID.randomUUID().toString();
    }

    public static void exitProcess(int val, String msg) {
        String combinedErrorMessage = "Halting process: " + msg;
        LOG.error(combinedErrorMessage, new RuntimeException(combinedErrorMessage));
        Runtime.getRuntime().exit(val);
    }

    public static Runnable mkSuicideFn() {
        return new Runnable() {
            @Override
            public void run() {
                Utils.exitProcess(1, "Worker died");
            }
        };
    }

    /**
     * "{:a 1 :b 1 :c 2} -> {1 [:a :b] 2 :c}"
     *
     * Example usage in java:
     *  Map<Integer, String> tasks;
     *  Map<String, List<Integer>> componentTasks = Utils.reverse_map(tasks);
     *
     * The order of he resulting list values depends on the ordering properties
     * of the Map passed in. The caller is responsible for passing an ordered
     * map if they expect the result to be consistently ordered as well.
     *
     * @param map to reverse
     * @return a reversed map
     */
    public static <K, V> HashMap<V, List<K>> reverseMap(Map<K, V> map) {
        HashMap<V, List<K>> rtn = new HashMap<V, List<K>>();
        if (map == null) {
            return rtn;
        }
        for (Entry<K, V> entry : map.entrySet()) {
            K key = entry.getKey();
            V val = entry.getValue();
            List<K> list = rtn.get(val);
            if (list == null) {
                list = new ArrayList<K>();
                rtn.put(entry.getValue(), list);
            }
            list.add(key);
        }
        return rtn;
    }

    /**
     * "[[:a 1] [:b 1] [:c 2]} -> {1 [:a :b] 2 :c}"
     * Reverses an assoc-list style Map like reverseMap(Map...)
     *
     * @param listSeq to reverse
     * @return a reversed map
     */
    public static HashMap reverseMap(List listSeq) {
        HashMap<Object, List<Object>> rtn = new HashMap();
        if (listSeq == null) {
            return rtn;
        }
        for (Object entry : listSeq) {
            List listEntry = (List) entry;
            Object key = listEntry.get(0);
            Object val = listEntry.get(1);
            List list = rtn.get(val);
            if (list == null) {
                list = new ArrayList<Object>();
                rtn.put(val, list);
            }
            list.add(key);
        }
        return rtn;
    }

    /**
     * @return the pid of this JVM, because Java doesn't provide a real way to do this.
     */
    public static String processPid() {
        String name = ManagementFactory.getRuntimeMXBean().getName();
        String[] split = name.split("@");
        if (split.length != 2) {
            throw new RuntimeException("Got unexpected process name: " + name);
        }
        return split[0];
    }

    public static int execCommand(String... command) throws ExecuteException, IOException {
        CommandLine cmd = new CommandLine(command[0]);
        for (int i = 1; i < command.length; i++) {
            cmd.addArgument(command[i]);
        }

        DefaultExecutor exec = new DefaultExecutor();
        return exec.execute(cmd);
    }

    /**
     * Extract dir from the jar to destdir
     *
     * @param jarpath Path to the jar file
     * @param dir Directory in the jar to pull out
     * @param destdir Path to the directory where the extracted directory will be put
     */
    public static void extractDirFromJar(String jarpath, String dir, File destdir) {
        _instance.extractDirFromJarImpl(jarpath, dir, destdir);
    }

    public void extractDirFromJarImpl(String jarpath, String dir, File destdir) {
        try (JarFile jarFile = new JarFile(jarpath)) {
            Enumeration<JarEntry> jarEnums = jarFile.entries();
            while (jarEnums.hasMoreElements()) {
                JarEntry entry = jarEnums.nextElement();
                if (!entry.isDirectory() && entry.getName().startsWith(dir)) {
                    File aFile = new File(destdir, entry.getName());
                    aFile.getParentFile().mkdirs();
                    try (FileOutputStream out = new FileOutputStream(aFile);
                            InputStream in = jarFile.getInputStream(entry)) {
                        IOUtils.copy(in, out);
                    }
                }
            }
        } catch (IOException e) {
            LOG.info("Could not extract {} from {}", dir, jarpath);
        }
    }

    public static void sendSignalToProcess(long lpid, int signum) throws IOException {
        String pid = Long.toString(lpid);
        try {
            if (isOnWindows()) {
                if (signum == SIGKILL) {
                    execCommand("taskkill", "/f", "/pid", pid);
                } else {
                    execCommand("taskkill", "/pid", pid);
                }
            } else {
                execCommand("kill", "-" + signum, pid);
            }
        } catch (ExecuteException e) {
            LOG.info("Error when trying to kill {}. Process is probably already dead.", pid);
        } catch (IOException e) {
            LOG.info("IOException Error when trying to kill {}.", pid);
            throw e;
        }
    }

    public static void forceKillProcess(String pid) throws IOException {
        sendSignalToProcess(Long.parseLong(pid), SIGKILL);
    }

    public static void killProcessWithSigTerm(String pid) throws IOException {
        sendSignalToProcess(Long.parseLong(pid), SIGTERM);
    }

    /**
     * Adds the user supplied function as a shutdown hook for cleanup.
     * Also adds a function that sleeps for a second and then halts the
     * runtime to avoid any zombie process in case cleanup function hangs.
     */
    public static void addShutdownHookWithForceKillIn1Sec(Runnable func) {
        Runnable sleepKill = new Runnable() {
            @Override
            public void run() {
                try {
                    Time.sleepSecs(1);
                    LOG.warn("Forceing Halt...");
                    Runtime.getRuntime().halt(20);
                } catch (Exception e) {
                    LOG.warn("Exception in the ShutDownHook", e);
                }
            }
        };
        Runtime.getRuntime().addShutdownHook(new Thread(func));
        Runtime.getRuntime().addShutdownHook(new Thread(sleepKill));
    }

    /**
     * Returns the combined string, escaped for posix shell.
     * @param command the list of strings to be combined
     * @return the resulting command string
     */
    public static String shellCmd(List<String> command) {
        List<String> changedCommands = new ArrayList<>(command.size());
        for (String str : command) {
            if (str == null) {
                continue;
            }
            changedCommands.add("'" + str.replaceAll("'", "'\"'\"'") + "'");
        }
        return StringUtils.join(changedCommands, " ");
    }

    public static String scriptFilePath(String dir) {
        return dir + FILE_PATH_SEPARATOR + "storm-worker-script.sh";
    }

    public static String containerFilePath(String dir) {
        return dir + FILE_PATH_SEPARATOR + "launch_container.sh";
    }

    public static double nullToZero(Double v) {
        return (v != null ? v : 0);
    }

    /**
     * Deletes a file or directory and its contents if it exists. Does not
     * complain if the input is null or does not exist.
     * @param path the path to the file or directory
     */
    public static void forceDelete(String path) throws IOException {
        _instance.forceDeleteImpl(path);
    }

    // Non-static impl methods exist for mocking purposes.
    protected void forceDeleteImpl(String path) throws IOException {
        LOG.debug("Deleting path {}", path);
        if (checkFileExists(path)) {
            try {
                FileUtils.forceDelete(new File(path));
            } catch (FileNotFoundException ignored) {
            }
        }
    }

    /**
     * Returns a Collection of file names found under the given directory.
     * @param dir a directory
     * @return the Collection of file names
     */
    public static Collection<String> readDirContents(String dir) {
        Collection<String> ret = new HashSet<>();
        File[] files = new File(dir).listFiles();
        if (files != null) {
            for (File f : files) {
                ret.add(f.getName());
            }
        }
        return ret;
    }

    /**
     * Returns the value of java.class.path System property. Kept separate for
     * testing.
     * @return the classpath
     */
    public static String currentClasspath() {
        return _instance.currentClasspathImpl();
    }

    // Non-static impl methods exist for mocking purposes.
    public String currentClasspathImpl() {
        return System.getProperty("java.class.path");
    }

    public static String addToClasspath(String classpath, Collection<String> paths) {
        return _instance.addToClasspathImpl(classpath, paths);
    }

    public static String addToClasspath(Collection<String> classpaths, Collection<String> paths) {
        return _instance.addToClasspathImpl(classpaths, paths);
    }

    // Non-static impl methods exist for mocking purposes.
    public String addToClasspathImpl(String classpath, Collection<String> paths) {
        if (paths == null || paths.isEmpty()) {
            return classpath;
        }
        List<String> l = new LinkedList<>();
        l.add(classpath);
        l.addAll(paths);
        return StringUtils.join(l, CLASS_PATH_SEPARATOR);
    }

    public String addToClasspathImpl(Collection<String> classpaths, Collection<String> paths) {
        List<String> allPaths = new ArrayList<>();
        if (classpaths != null) {
            allPaths.addAll(classpaths);
        }
        if (paths != null) {
            allPaths.addAll(paths);
        }
        return StringUtils.join(allPaths, CLASS_PATH_SEPARATOR);
    }

    public static class UptimeComputer {
        int startTime = 0;

        public UptimeComputer() {
            startTime = Time.currentTimeSecs();
        }

        public int upTime() {
            return Time.deltaSecs(startTime);
        }
    }

    public static UptimeComputer makeUptimeComputer() {
        return _instance.makeUptimeComputerImpl();
    }

    // Non-static impl methods exist for mocking purposes.
    public UptimeComputer makeUptimeComputerImpl() {
        return new UptimeComputer();
    }

    /**
     * a or b the first one that is not null
     * @param a something
     * @param b something else
     * @return a or b the first one that is not null
     */
    public static <V> V OR(V a, V b) {
        return a == null ? b : a;
    }

    /**
     * Writes a posix shell script file to be executed in its own process.
     * @param dir the directory under which the script is to be written
     * @param command the command the script is to execute
     * @param environment optional environment variables to set before running the script's command. May be  null.
     * @return the path to the script that has been written
     */
    public static String writeScript(String dir, List<String> command, Map<String, String> environment)
            throws IOException {
        String path = Utils.scriptFilePath(dir);
        try (BufferedWriter out = new BufferedWriter(new FileWriter(path))) {
            out.write("#!/bin/bash");
            out.newLine();
            if (environment != null) {
                for (String k : environment.keySet()) {
                    String v = environment.get(k);
                    if (v == null) {
                        v = "";
                    }
                    out.write(Utils.shellCmd(Arrays.asList("export", k + "=" + v)));
                    out.write(";");
                    out.newLine();
                }
            }
            out.newLine();
            out.write("exec " + Utils.shellCmd(command) + ";");
        }
        return path;
    }

    /**
     * A thread that can answer if it is sleeping in the case of simulated time.
     * This class is not useful when simulated time is not being used.
     */
    public static class SmartThread extends Thread {
        public boolean isSleeping() {
            return Time.isThreadWaiting(this);
        }

        public SmartThread(Runnable r) {
            super(r);
        }
    }

    /**
     * Creates a thread that calls the given code repeatedly, sleeping for an
     * interval of seconds equal to the return value of the previous call.
     *
     * The given afn may be a callable that returns the number of seconds to
     * sleep, or it may be a Callable that returns another Callable that in turn
     * returns the number of seconds to sleep. In the latter case isFactory.
     *
     * @param afn the code to call on each iteration
     * @param isDaemon whether the new thread should be a daemon thread
     * @param eh code to call when afn throws an exception
     * @param priority the new thread's priority
     * @param isFactory whether afn returns a callable instead of sleep seconds
     * @param startImmediately whether to start the thread before returning
     * @param threadName a suffix to be appended to the thread name
     * @return the newly created thread
     * @see java.lang.Thread
     */
    public static SmartThread asyncLoop(final Callable afn, boolean isDaemon,
            final Thread.UncaughtExceptionHandler eh, int priority, final boolean isFactory,
            boolean startImmediately, String threadName) {
        SmartThread thread = new SmartThread(new Runnable() {
            public void run() {
                Object s;
                try {
                    Callable fn = isFactory ? (Callable) afn.call() : afn;
                    while ((s = fn.call()) instanceof Long) {
                        Time.sleepSecs((Long) s);
                    }
                } catch (Throwable t) {
                    if (Utils.exceptionCauseIsInstanceOf(InterruptedException.class, t)) {
                        LOG.info("Async loop interrupted!");
                        return;
                    }
                    LOG.error("Async loop died!", t);
                    throw new RuntimeException(t);
                }
            }
        });
        if (eh != null) {
            thread.setUncaughtExceptionHandler(eh);
        } else {
            thread.setUncaughtExceptionHandler(new Thread.UncaughtExceptionHandler() {
                public void uncaughtException(Thread t, Throwable e) {
                    LOG.error("Async loop died!", e);
                    Utils.exitProcess(1, "Async loop died!");
                }
            });
        }
        thread.setDaemon(isDaemon);
        thread.setPriority(priority);
        if (threadName != null && !threadName.isEmpty()) {
            thread.setName(thread.getName() + "-" + threadName);
        }
        if (startImmediately) {
            thread.start();
        }
        return thread;
    }

    /**
     * Convenience method used when only the function and name suffix are given.
     * @param afn the code to call on each iteration
     * @param threadName a suffix to be appended to the thread name
     * @return the newly created thread
     * @see java.lang.Thread
     */
    public static SmartThread asyncLoop(final Callable afn, String threadName,
            final Thread.UncaughtExceptionHandler eh) {
        return asyncLoop(afn, false, eh, Thread.NORM_PRIORITY, false, true, threadName);
    }

    /**
     * Convenience method used when only the function is given.
     * @param afn the code to call on each iteration
     * @return the newly created thread
     */
    public static SmartThread asyncLoop(final Callable afn) {
        return asyncLoop(afn, false, null, Thread.NORM_PRIORITY, false, true, null);
    }

    public static <T> List<T> interleaveAll(List<List<T>> nodeList) {
        if (nodeList != null && nodeList.size() > 0) {
            List<T> first = new ArrayList<T>();
            List<List<T>> rest = new ArrayList<List<T>>();
            for (List<T> node : nodeList) {
                if (node != null && node.size() > 0) {
                    first.add(node.get(0));
                    rest.add(node.subList(1, node.size()));
                }
            }
            List<T> interleaveRest = interleaveAll(rest);
            if (interleaveRest != null) {
                first.addAll(interleaveRest);
            }
            return first;
        }
        return null;
    }

    public static long bitXor(Long a, Long b) {
        return a ^ b;
    }

    public static List<String> getRepeat(List<String> list) {
        List<String> rtn = new ArrayList<String>();
        Set<String> idSet = new HashSet<String>();

        for (String id : list) {
            if (idSet.contains(id)) {
                rtn.add(id);
            } else {
                idSet.add(id);
            }
        }

        return rtn;
    }

    /**
     * converts a clojure PersistentMap to java HashMap
     */
    public static Map<String, Object> convertClojureMapToJavaMap(Map map) {
        Map<String, Object> ret = new HashMap<>(map.size());
        for (Object obj : map.entrySet()) {
            Map.Entry entry = (Map.Entry) obj;
            Keyword keyword = (Keyword) entry.getKey();
            String key = keyword.getName();
            if (key.startsWith(":")) {
                key = key.substring(1, key.length());
            }
            Object value = entry.getValue();
            ret.put(key, value);
        }

        return ret;
    }
}