示例#1
0
//fetch input data
func moveInputData(work *core.Workunit) (size int64, err error) {
	for _, io := range work.Inputs {
		inputname := io.FileName
		dataUrl, uerr := io.DataUrl()
		if uerr != nil {
			return 0, uerr
		}
		if work.Rank > 0 {
			dataUrl = fmt.Sprintf("%s&index=%s&part=%s", dataUrl, work.IndexType(), work.Part())
		}

		inputFilePath := path.Join(work.Path(), inputname)

		logger.Debug(2, "mover: fetching input from url:"+dataUrl)
		logger.Event(event.FILE_IN, "workid="+work.Id+" url="+dataUrl)

		// this gets file from any downloadable url, not just shock
		if datamoved, _, err := shock.FetchFile(inputFilePath, dataUrl, work.Info.DataToken, io.Uncompress, false); err != nil {
			return size, err
		} else {
			size += datamoved
		}
		logger.Event(event.FILE_READY, "workid="+work.Id+";url="+dataUrl)
	}
	return
}
示例#2
0
文件: dataMover.go 项目: wtangiit/AWE
//fetch prerequisite data (e.g. reference dbs)
func movePreData(workunit *core.Workunit) (size int64, err error) {
	for name, io := range workunit.Predata {
		predata_directory := path.Join(conf.DATA_PATH, "predata")
		err = os.MkdirAll(predata_directory, 755)
		if err != nil {
			return 0, errors.New("error creating predata_directory: " + err.Error())
		}

		file_path := path.Join(predata_directory, name)
		if !isFileExisting(file_path) {

			size, err = shock.FetchFile(file_path, io.Url, workunit.Info.DataToken, io.Uncompress)
			if err != nil {
				return 0, errors.New("error in fetchFile:" + err.Error())
			}
		}

		use_symlink := false
		linkname := path.Join(workunit.Path(), name)
		if workunit.Cmd.Dockerimage != "" || strings.HasPrefix(workunit.Cmd.Name, "app:") { // TODO need more save way to detect use of docker

			use_symlink = false // TODO mechanism

			if use_symlink {
				file_path = path.Join(conf.DOCKER_WORKUNIT_PREDATA_DIR, name)
				// some tasks want to write in predata dir, thus need symlink
				logger.Debug(1, "dangling symlink:"+linkname+" -> "+file_path)

				// creation of dangling symlinks is not possible with with os.Symlink, thus use system ln
				link_out, err := exec.Command("ln", "-s", file_path, linkname).CombinedOutput()
				logger.Debug(1, fmt.Sprintf("ln returned %s", link_out))

				if err != nil {
					return 0, errors.New("error creating predata file symlink (dangling version): " + err.Error())
				}
			} else {
				// some programs do not accept symlinks (e.g. emirge), need to copy the file into the work directory
				// linkname refers to target file now.
				logger.Debug(1, "copy predata:"+file_path+" -> "+linkname)

				_, err := shock.CopyFile(file_path, linkname)
				if err != nil {
					return 0, fmt.Errorf("error copying file from %s to % s: ", file_path, linkname, err.Error())
				}
			}
		} else {

			//linkname := path.Join(workunit.Path(), name)
			logger.Debug(1, "symlink:"+linkname+" -> "+file_path)

			err = os.Symlink(file_path, linkname)
			if err != nil {
				return 0, errors.New("error creating predata file symlink: " + err.Error())
			}
		}

	}
	return
}
示例#3
0
//fetch prerequisite data (e.g. reference dbs)
func movePreData(workunit *core.Workunit) (err error) {
	for name, io := range workunit.Predata {
		file_path := fmt.Sprintf("%s/%s", conf.DATA_PATH, name)
		if !isFileExisting(file_path) {
			if err = fetchFile(file_path, io.Url, ""); err != nil {
				return
			}
		}
		//make a link in work dir to predata in conf.DATA_PATH
		linkname := fmt.Sprintf("%s/%s", workunit.Path(), name)
		fmt.Printf(linkname + " -> " + file_path + "\n")
		os.Symlink(file_path, linkname)
	}
	return
}
示例#4
0
文件: dataMover.go 项目: wtangiit/AWE
//parse workunit, fetch input data, compose command arguments
func ParseWorkunitArgs(work *core.Workunit) (err error) {

	args := []string{}

	argstr := work.Cmd.Args
	if argstr == "" {
		return
	}

	argList := parse_arg_string(argstr)

	for _, arg := range argList {
		match, err := regexp.Match(`\$\{\w+\}`, []byte(arg))
		if err == nil && match { //replace environment variable with its value
			reg := regexp.MustCompile(`\$\{\w+\}`)
			vabs := reg.FindAll([]byte(arg), -1)
			parsedArg := arg
			for _, vab := range vabs {
				vb := bytes.TrimPrefix(vab, []byte("${"))
				vb = bytes.TrimSuffix(vb, []byte("}"))
				envvalue := os.Getenv(string(vb))
				fmt.Printf("%s=%s\n", vb, envvalue)
				parsedArg = strings.Replace(parsedArg, string(vab), envvalue, 1)
			}
			args = append(args, parsedArg)
			continue
		}
		if strings.Contains(arg, "@") { //parse input/output to accessible local file
			segs := strings.Split(arg, "@")
			if len(segs) > 2 {
				return errors.New("invalid format in command args, multiple @ within one arg")
			}
			inputname := segs[1]
			if work.Inputs.Has(inputname) {
				inputFilePath := path.Join(work.Path(), inputname)
				parsedArg := fmt.Sprintf("%s%s", segs[0], inputFilePath)
				args = append(args, parsedArg)
			}
			continue
		}
		//no @ or $, append directly
		args = append(args, arg)
	}

	work.Cmd.ParsedArgs = args
	work.State = core.WORK_STAT_PREPARED
	return nil
}
示例#5
0
//parse workunit, fetch input data, compose command arguments
func ParseWorkunitArgs(work *core.Workunit) (args []string, err error) {
	argstr := work.Cmd.Args
	if argstr == "" {
		return
	}

	argList := strings.Fields(argstr)
	inputsMap := work.Inputs

	for _, arg := range argList {
		if strings.Contains(arg, "@") { //parse input/output to accessible local file
			segs := strings.Split(arg, "@")
			if len(segs) > 2 {
				return []string{}, errors.New("invalid format in command args, multiple @ within one arg")
			}
			inputname := segs[1]

			if inputsMap.Has(inputname) {
				io := inputsMap[inputname]

				var dataUrl string
				if work.Rank == 0 {
					dataUrl = io.DataUrl()
				} else {
					dataUrl = fmt.Sprintf("%s&index=%s&part=%s", io.DataUrl(), work.IndexType(), work.Part())
				}

				inputFilePath := fmt.Sprintf("%s/%s", work.Path(), inputname)

				logger.Debug(2, "mover: fetching input from url:"+dataUrl)
				logger.Event(event.FILE_IN, "workid="+work.Id+" url="+dataUrl)

				if err := fetchFile(inputFilePath, dataUrl, work.Info.DataToken); err != nil { //get file from Shock
					return []string{}, err
				}
				logger.Event(event.FILE_READY, "workid="+work.Id+" url="+dataUrl)

				parsedArg := fmt.Sprintf("%s%s", segs[0], inputFilePath)
				args = append(args, parsedArg)
			}
		} else { //no @, has nothing to do with input/output, append directly
			args = append(args, arg)
		}
	}

	return args, nil
}
示例#6
0
文件: cache.go 项目: MG-RAST/AWE
//fetch input data
func MoveInputData(work *core.Workunit) (size int64, err error) {
	for _, io := range work.Inputs {
		inputname := io.FileName
		// skip if NoFile == true
		if !io.NoFile { // is file !
			dataUrl, uerr := io.DataUrl()
			if uerr != nil {
				return 0, uerr
			}
			inputFilePath := fmt.Sprintf("%s/%s", work.Path(), inputname)

			if work.Rank == 0 {
				if conf.CACHE_ENABLED && io.Node != "" {
					if file_path, err := StatCacheFilePath(io.Node); err == nil {
						//make a link in work dir from cached file
						linkname := fmt.Sprintf("%s/%s", work.Path(), inputname)
						fmt.Printf("input found in cache, making link: " + file_path + " -> " + linkname + "\n")
						err = os.Symlink(file_path, linkname)
						if err == nil {
							logger.Event(event.FILE_READY, "workid="+work.Id+";url="+dataUrl)
						}
						return 0, err
					}
				}
			} else {
				dataUrl = fmt.Sprintf("%s&index=%s&part=%s", dataUrl, work.IndexType(), work.Part())
			}
			logger.Debug(2, "mover: fetching input file from url:"+dataUrl)
			logger.Event(event.FILE_IN, "workid="+work.Id+";url="+dataUrl)

			// download file
			if datamoved, _, err := shock.FetchFile(inputFilePath, dataUrl, work.Info.DataToken, io.Uncompress, false); err != nil {
				return size, errors.New("shock.FetchFile returned: " + err.Error())
			} else {
				size += datamoved
			}
			logger.Event(event.FILE_READY, "workid="+work.Id+";url="+dataUrl)
		}

		// download node attributes if requested
		if io.AttrFile != "" {
			// get node
			node, err := shock.ShockGet(io.Host, io.Node, work.Info.DataToken)
			if err != nil {
				//return size, err
				return size, errors.New("shock.ShockGet (node attributes) returned: " + err.Error())
			}
			logger.Debug(2, "mover: fetching input attributes from node:"+node.Id)
			logger.Event(event.ATTR_IN, "workid="+work.Id+";node="+node.Id)
			// print node attributes
			attrFilePath := fmt.Sprintf("%s/%s", work.Path(), io.AttrFile)
			attr_json, _ := json.Marshal(node.Attributes)
			if err := ioutil.WriteFile(attrFilePath, attr_json, 0644); err != nil {
				return size, err
			}
			logger.Event(event.ATTR_READY, "workid="+work.Id+";path="+attrFilePath)
		}
	}
	return
}
示例#7
0
文件: dataMover.go 项目: wtangiit/AWE
//fetch input data
func moveInputData(work *core.Workunit) (size int64, err error) {
	for inputname, io := range work.Inputs {
		var dataUrl string
		if work.Rank == 0 {
			dataUrl = io.DataUrl()
		} else {
			dataUrl = fmt.Sprintf("%s&index=%s&part=%s", io.DataUrl(), work.IndexType(), work.Part())
		}

		inputFilePath := path.Join(work.Path(), inputname)

		logger.Debug(2, "mover: fetching input from url:"+dataUrl)
		logger.Event(event.FILE_IN, "workid="+work.Id+" url="+dataUrl)

		if datamoved, err := shock.FetchFile(inputFilePath, dataUrl, work.Info.DataToken, io.Uncompress); err != nil {
			return size, err
		} else {
			size += datamoved
		}
		logger.Event(event.FILE_READY, "workid="+work.Id+";url="+dataUrl)
	}
	return
}
示例#8
0
文件: processor.go 项目: MG-RAST/AWE
func runPreWorkExecutionScript(work *core.Workunit) (err error) {
	// conf.PreWorkScript is a string
	// conf.PreWorkScriptArgs is a string array
	args := conf.PRE_WORK_SCRIPT_ARGS
	commandName := conf.PRE_WORK_SCRIPT

	if commandName == "" {
		return nil
	}

	cmd := exec.Command(commandName, args...)

	msg := fmt.Sprintf("worker: start pre-work cmd=%s, args=%v", commandName, args)
	fmt.Println(msg)
	logger.Debug(1, msg)
	logger.Event(event.PRE_WORK_START, "workid="+work.Id,
		"pre-work cmd="+commandName,
		fmt.Sprintf("args=%v", args))

	var stdout, stderr io.ReadCloser

	if conf.PRINT_APP_MSG {
		stdout, err = cmd.StdoutPipe()
		if err != nil {
			return
		}
		stderr, err = cmd.StderrPipe()
		if err != nil {
			return
		}
	}

	stdoutFilePath := fmt.Sprintf("%s/%s", work.Path(), conf.STDOUT_FILENAME)
	stderrFilePath := fmt.Sprintf("%s/%s", work.Path(), conf.STDERR_FILENAME)
	outfile, err := os.Create(stdoutFilePath)
	defer outfile.Close()
	errfile, err := os.Create(stderrFilePath)
	defer errfile.Close()
	out_writer := bufio.NewWriter(outfile)
	defer out_writer.Flush()
	err_writer := bufio.NewWriter(errfile)
	defer err_writer.Flush()

	if conf.PRINT_APP_MSG {
		go io.Copy(out_writer, stdout)
		go io.Copy(err_writer, stderr)
	}

	if err := cmd.Start(); err != nil {
		msg := fmt.Sprintf(fmt.Sprintf("start pre-work cmd=%s, err=%s", commandName, err.Error()))
		fmt.Println(msg)
		logger.Debug(1, msg)
		return errors.New(msg)
	}

	done := make(chan error)
	go func() {
		done <- cmd.Wait()
	}()

	select {
	case <-chankill:
		if err := cmd.Process.Kill(); err != nil {
			fmt.Println("failed to kill" + err.Error())
		}
		<-done // allow goroutine to exit
		fmt.Println("process killed")
		return errors.New("process killed")
	case err := <-done:
		if err != nil {
			return errors.New(fmt.Sprintf("wait on pre-work cmd=%s, err=%s", commandName, err.Error()))
		}
	}
	logger.Event(event.PRE_WORK_END, "workid="+work.Id)
	return
}
示例#9
0
文件: processor.go 项目: MG-RAST/AWE
func RunWorkunitDirect(work *core.Workunit) (pstats *core.WorkPerf, err error) {
	pstats = new(core.WorkPerf)

	args := work.Cmd.ParsedArgs

	//change cwd to the workunit's working directory
	if err := work.CDworkpath(); err != nil {
		return nil, err
	}

	commandName := work.Cmd.Name

	if commandName == "" {
		return nil, errors.New(fmt.Sprintf("error: command name is empty"))
	}

	cmd := exec.Command(commandName, args...)

	msg := fmt.Sprintf("worker: start cmd=%s, args=%v", commandName, args)
	fmt.Println(msg)
	logger.Debug(1, msg)
	logger.Event(event.WORK_START, "workid="+work.Id,
		"cmd="+commandName,
		fmt.Sprintf("args=%v", args))

	var stdout, stderr io.ReadCloser
	if conf.PRINT_APP_MSG {
		stdout, err = cmd.StdoutPipe()
		if err != nil {
			return nil, err
		}
		stderr, err = cmd.StderrPipe()
		if err != nil {
			return nil, err
		}
	}

	stdoutFilePath := fmt.Sprintf("%s/%s", work.Path(), conf.STDOUT_FILENAME)
	stderrFilePath := fmt.Sprintf("%s/%s", work.Path(), conf.STDERR_FILENAME)
	outfile, err := os.Create(stdoutFilePath)
	defer outfile.Close()
	errfile, err := os.Create(stderrFilePath)
	defer errfile.Close()
	out_writer := bufio.NewWriter(outfile)
	defer out_writer.Flush()
	err_writer := bufio.NewWriter(errfile)
	defer err_writer.Flush()

	if conf.PRINT_APP_MSG {
		go io.Copy(out_writer, stdout)
		go io.Copy(err_writer, stderr)
	}

	if err := cmd.Start(); err != nil {
		return nil, errors.New(fmt.Sprintf("start_cmd=%s, err=%s", commandName, err.Error()))
	}

	var MaxMem uint64 = 0
	done := make(chan error)
	memcheck_done := make(chan bool)
	go func() {
		done <- cmd.Wait()
		memcheck_done <- true
	}()

	mem_check_interval_here := conf.MEM_CHECK_INTERVAL
	if mem_check_interval_here == 0 {
		mem_check_interval_here = 10 * time.Second
	}

	go func() {
		mstats := new(runtime.MemStats)
		runtime.ReadMemStats(mstats)
		MaxMem = mstats.Alloc
		time.Sleep(2 * time.Second)
		for {
			select {
			default:
				mstats := new(runtime.MemStats)
				runtime.ReadMemStats(mstats)
				if mstats.Alloc > MaxMem {
					MaxMem = mstats.Alloc
				}
				time.Sleep(mem_check_interval_here)
			case <-memcheck_done:
				return
			}
		}
	}()

	select {
	case <-chankill:
		if err := cmd.Process.Kill(); err != nil {
			fmt.Println("failed to kill" + err.Error())
		}
		<-done // allow goroutine to exit
		fmt.Println("process killed")
		return nil, errors.New("process killed")
	case err := <-done:
		if err != nil {
			return nil, errors.New(fmt.Sprintf("wait_cmd=%s, err=%s", commandName, err.Error()))
		}
	}
	logger.Event(event.WORK_END, "workid="+work.Id)
	pstats.MaxMemUsage = int64(MaxMem)
	return
}
示例#10
0
文件: processor.go 项目: MG-RAST/AWE
func RunWorkunitDocker(work *core.Workunit) (pstats *core.WorkPerf, err error) {
	pstats = new(core.WorkPerf)
	pstats.MaxMemUsage = -1
	pstats.MaxMemoryTotalRss = -1
	pstats.MaxMemoryTotalSwap = -1
	args := work.Cmd.ParsedArgs

	//change cwd to the workunit's working directory
	if err := work.CDworkpath(); err != nil {
		return nil, err
	}

	docker_preparation_start := time.Now().Unix()

	commandName := work.Cmd.Name

	use_wrapper_script := false

	wrapper_script_filename := "awe_workunit_wrapper.sh"
	wrapper_script_filename_host := path.Join(work.Path(), wrapper_script_filename)
	wrapper_script_filename_docker := path.Join(conf.DOCKER_WORK_DIR, wrapper_script_filename)

	if len(work.Cmd.Cmd_script) > 0 {
		use_wrapper_script = true

		// create wrapper script

		//conf.DOCKER_WORK_DIR
		var wrapper_content_string = "#!/bin/bash\n" + strings.Join(work.Cmd.Cmd_script, "\n") + "\n"

		logger.Debug(1, fmt.Sprintf("write wrapper script: %s\n%s", wrapper_script_filename_host, strings.Join(work.Cmd.Cmd_script, ", ")))

		var wrapper_content_bytes = []byte(wrapper_content_string)

		err = ioutil.WriteFile(wrapper_script_filename_host, wrapper_content_bytes, 0755) // not executable: 0644
		if err != nil {
			return nil, errors.New(fmt.Sprintf("error writing wrapper script, err=%s", err.Error()))
		}

	}

	//cmd := exec.Command(commandName, args...)

	container_name := "AWE_workunit"

	Dockerimage := work.Cmd.Dockerimage
	if work.App != nil && work.App.Name != "" {
		Dockerimage = work.App.AppDef.Dockerimage
	}

	if Dockerimage == "" {
		return nil, errors.New(fmt.Sprintf("Error Dockerimage string empty"))
	}

	logger.Debug(1, fmt.Sprintf("Dockerimage: %s", Dockerimage))

	use_docker_api := true
	if conf.DOCKER_BINARY != "API" {
		use_docker_api = false
	}

	var client *docker.Client = nil

	if use_docker_api {
		logger.Debug(1, fmt.Sprintf("Using docker API..."))
		client, err = docker.NewClient(conf.DOCKER_SOCKET)
		if err != nil {
			return nil, errors.New(fmt.Sprintf("error creating docker client", err.Error()))
		}
	} else {
		logger.Debug(1, fmt.Sprintf("Using docker docker binary..."))
	}

	//imgs, _ := client.ListImages(false)
	//for _, img := range imgs {
	//	spew.Dump(img)
	//}

	// delete any old AWE_container
	err = RemoveOldAWEContainers(client, container_name)
	if err != nil {
		return nil, err
	}

	//var node *core.ShockNode = nil
	// find image in repo (e.g. extract docker image id)
	node, dockerimage_download_url, err := findDockerImageInShock(Dockerimage, work.Info.DataToken)
	if err != nil {
		return nil, errors.New(fmt.Sprintf("Error getting docker url, err=%s", err.Error()))
	}

	// TODO attr_json, _ := json.Marshal(node.Attributes) might be better
	node_attr_map, ok := node.Attributes.(map[string]interface{})
	if !ok {
		return nil, errors.New(fmt.Sprintf("(1) could not type assert Shock_Dockerimage_attributes, Dockerimage=%s", Dockerimage))
	}

	dockerimage_id, ok := node_attr_map["id"].(string)
	if !ok {
		return nil, errors.New(fmt.Sprintf("(2) could not type assert Shock_Dockerimage_attributes, Dockerimage=%s", Dockerimage))
	}

	if dockerimage_id == "" {
		return nil, errors.New(fmt.Sprintf("Id of Dockerimage=%s not found", Dockerimage))
	}
	logger.Debug(1, fmt.Sprintf("using dockerimage id %s instead of name %s ", dockerimage_id, Dockerimage))

	// *** find/inspect image
	image, err := InspectImage(client, dockerimage_id)

	if err != nil {

		logger.Debug(1, fmt.Sprintf("docker image %s is not yet in local repository", Dockerimage))

		image_retrieval := "load" // TODO only load is guaraneed to work
		switch {
		case image_retrieval == "load":
			{ // for images that have been saved
				err = dockerLoadImage(client, dockerimage_download_url, work.Info.DataToken)
			}
		case image_retrieval == "import":
			{ // for containers that have been exported
				err = dockerImportImage(client, Dockerimage, work.Info.DataToken)
			}
		case image_retrieval == "build":
			{ // to create image from Dockerfile
				err = dockerBuildImage(client, Dockerimage)
			}
		}

		if err != nil {
			return nil, errors.New(fmt.Sprintf("Docker image was not correctly imported or built, err=%s", err.Error()))
		}
		// example urls
		// find image : http://shock.metagenomics.anl.gov/node/?query&docker=1&tag=wgerlach/bowtie2:2.2.0
		// view node: http://shock.metagenomics.anl.gov/node/ed0a6b20-c535-40d7-92e8-754bb8b6b48f
		// download http://shock.metagenomics.anl.gov/node/ed0a6b20-c535-40d7-92e8-754bb8b6b48f?download

		if node != nil {

		}
		// last test
		if dockerimage_id != "" {
			image, err = InspectImage(client, dockerimage_id)
			if err != nil {
				return nil, errors.New(fmt.Sprintf("(InspectImage) Docker image (%s , %s) was not correctly imported or built, err=%s", Dockerimage, dockerimage_id, err.Error()))
			}
		} else {
			image, err = InspectImage(client, Dockerimage)
			if err != nil {
				return nil, errors.New(fmt.Sprintf("(InspectImage) Docker image (%s) was not correctly imported or built, err=%s", Dockerimage, err.Error()))
			}
		}

	} else {
		logger.Debug(1, fmt.Sprintf("docker image %s is already in local repository", Dockerimage))
	}

	if dockerimage_id != image.ID {
		return nil, errors.New(fmt.Sprintf("error: dockerimage_id != image.ID, %s != %s (%s)", dockerimage_id, image.ID, Dockerimage))
	}

	// tag image to make debugging easier
	if Dockerimage != "" {
		Dockerimage_array := strings.Split(Dockerimage, ":") // TODO split by colon is risky
		tag_opts := docker.TagImageOptions{Repo: Dockerimage_array[0], Tag: Dockerimage_array[1]}

		err = TagImage(client, dockerimage_id, tag_opts)
		if err != nil {
			logger.Error(fmt.Sprintf("warning: tagging of image %s with %s failed, err:", dockerimage_id, Dockerimage, err.Error()))
		}
	}

	// collect environment
	var docker_environment []string
	docker_environment_string := "" // this is only for the debug output
	for key, val := range work.Cmd.Environ.Public {
		env_pair := key + "=" + val
		docker_environment = append(docker_environment, env_pair)
		docker_environment_string += " --env=" + env_pair
	}
	if work.Cmd.HasPrivateEnv {
		private_envs, err := FetchPrivateEnvByWorkId(work.Id)
		if err != nil {
			return nil, err
		}
		for key, val := range private_envs {
			env_pair := key + "=" + val
			docker_environment = append(docker_environment, env_pair)
			docker_environment_string += " -e " + env_pair

		}
	}

	pipe_output := fmt.Sprintf(" 2> %s 1> %s", conf.STDERR_FILENAME, conf.STDOUT_FILENAME)
	bash_command := ""
	if use_wrapper_script {
		//bash_command = fmt.Sprint("/bin/bash", " ", wrapper_script_filename_docker, " ", pipe_output) // bash for wrapper script
		bash_command = fmt.Sprint(wrapper_script_filename_docker, " ", pipe_output)
	} else {
		bash_command = fmt.Sprint(commandName, " ", strings.Join(args, " "), " ", pipe_output)

	}

	logger.Debug(1, fmt.Sprint("bash_command: ", bash_command))

	// example: "/bin/bash", "-c", "bowtie2 -h 2> awe_stderr.txt 1> awe_stdout.txt"

	container_cmd := []string{"/bin/bash", "-c", bash_command} // TODO remove bash if possible, but is needed for piping

	//var empty_struct struct{}
	bindstr_workdir := work.Path() + "/:" + conf.DOCKER_WORK_DIR
	logger.Debug(1, "bindstr_workdir: "+bindstr_workdir)

	var bindarray = []string{}

	// only mount predata if it is actually used
	//fake_predata := ""
	bindstr_predata := ""
	volume_str := ""
	if len(work.Predata) > 0 {
		predata_directory := path.Join(conf.DATA_PATH, "predata")
		bindstr_predata = predata_directory + "/:" + conf.DOCKER_WORKUNIT_PREDATA_DIR + ":ro"

		bindarray = []string{bindstr_workdir, bindstr_predata} //old version
		volume_str = "--volume=" + bindstr_workdir + " --volume=" + bindstr_predata
	} else {
		bindarray = []string{bindstr_workdir}
		volume_str = "--volume=" + bindstr_workdir
	}

	logger.Debug(1, "volume_str: "+volume_str)

	// version for docker command line
	docker_commandline_create := []string{
		// "-t" would be required if I want to attach to the container later, check again documentation if needed
		"--name=" + container_name,
		"--workdir=" + conf.DOCKER_WORK_DIR,
		volume_str, // for workdir and optionally predata
	}

	if docker_environment_string != "" {
		docker_commandline_create = append(docker_commandline_create, docker_environment_string)
	}

	// version for docker API
	config := docker.Config{Image: dockerimage_id,
		WorkingDir:   conf.DOCKER_WORK_DIR,
		AttachStdout: true,
		AttachStderr: true,
		AttachStdin:  false,
		Cmd:          container_cmd,
		//Volumes:      map[string]struct{}{conf.DOCKER_WORK_DIR: struct{}{}}, // old version
		Volumes: map[string]struct{}{bindstr_workdir: struct{}{}},
		Env:     docker_environment,
	}

	if len(work.Predata) > 0 {
		config.Volumes[bindstr_predata] = struct{}{}
	}

	docker_commandline_create = append(docker_commandline_create, dockerimage_id)   //
	docker_commandline_create = append(docker_commandline_create, container_cmd...) // argument to the "docker create" command

	opts := docker.CreateContainerOptions{Name: container_name, Config: &config}

	// note: docker binary mounts on creation, while docker API mounts on start of container

	container_id := ""

	// *** create container
	logger.Debug(1, fmt.Sprintf("creating docker container from image %s (%s)", Dockerimage, dockerimage_id))

	if client != nil {

		container_obj, err := client.CreateContainer(opts)
		if err == nil {
			container_id = container_obj.ID
		} else {
			return nil, errors.New(fmt.Sprintf("error creating container, err=%s", err.Error()))
		}
	} else {
		container_id, err = CreateContainer(docker_commandline_create)
		if err != nil {
			return nil, errors.New(fmt.Sprintf("error creating container, err=%s", err.Error()))
		}
	}

	if container_id == "" {
		return nil, errors.New(fmt.Sprintf("error creating container, container_id is empty"))
	}

	logger.Debug(1, fmt.Sprintf("created docker container with ID: %s", container_id))

	// *** start container

	fake_docker_cmd := "sudo docker run -t -i --name test " + volume_str + " " + docker_environment_string + " --workdir=" + conf.DOCKER_WORK_DIR + " " + dockerimage_id + " " + strings.Join(container_cmd, " ")
	logger.Debug(1, "fake_docker_cmd ("+Dockerimage+"): "+fake_docker_cmd)
	logger.Debug(1, "starting docker container...")

	docker_preparation_end := time.Now().Unix()
	pstats.DockerPrep = docker_preparation_end - docker_preparation_start
	logger.Debug(1, fmt.Sprintf("DockerPrep time in seconds: %d", pstats.DockerPrep))

	if client != nil {
		err = client.StartContainer(container_id, &docker.HostConfig{Binds: bindarray}) // weired, seems to be needed
		//err = client.StartContainer(container_id, &docker.HostConfig{})

	} else {
		err = StartContainer(container_id, volume_str)
	}
	if err != nil {
		return nil, errors.New(fmt.Sprintf("error starting container, id=%s, err=%s", container_id, err.Error()))
	}

	defer func(container_id string) {
		// *** clean up
		// ** kill container
		var err_kill error
		if client != nil {
			err_kill = client.KillContainer(docker.KillContainerOptions{ID: container_id})
		} else {
			err_kill = KillContainer(container_id)
		}
		if err_kill != nil {
			logger.Error(fmt.Sprintf("error killing container id=%s, err=%s", container_id, err_kill.Error()))
		}

		// *** remove Container

		var err error

		if client != nil {
			opts_remove := docker.RemoveContainerOptions{ID: container_id}
			err = client.RemoveContainer(opts_remove)
		} else {
			err = RemoveContainer(container_id)
		}
		if err != nil {
			logger.Error(fmt.Sprintf("error removing container id=%s, err=%s", container_id, err.Error()))
		} else {
			logger.Debug(1, "(deferred func) removed docker container")
		}

	}(container_id)

	if client != nil {
		cont, err := client.InspectContainer(container_id)
		if err != nil {
			logger.Error(fmt.Sprintf("error inspecting container=%s, err=%s", container_id, err.Error()))
		}

		inspect_filename := path.Join(work.Path(), "container_inspect.json")

		b_inspect, _ := json.MarshalIndent(cont, "", "    ")

		err = ioutil.WriteFile(inspect_filename, b_inspect, 0666)
		if err != nil {
			logger.Error(fmt.Sprintf("error writing inspect file for container=%s, err=%s", container_id, err.Error()))
		} else {
			logger.Debug(1, fmt.Sprintf("wrote %s for container %s", inspect_filename, container_id))
		}
	}

	var status int = 0

	// wait for container to finish
	done := make(chan error)
	go func() {
		var errwait error
		if client != nil {
			status, errwait = client.WaitContainer(container_id)
		} else {
			status, errwait = WaitContainer(container_id)
		}
		done <- errwait // inform main function
		if conf.MEM_CHECK_INTERVAL != 0 {
			done <- errwait // inform memory checker
		}
	}()

	var MaxMem int64 = -1
	var max_memory_total_rss int64 = -1
	var max_memory_total_swap int64 = -1

	memory_stat_filename := ""
	if conf.MEM_CHECK_INTERVAL != 0 {

		// documentation: https://docs.docker.com/articles/runmetrics/
		// e.g. ubuntu: /sys/fs/cgroup/memory/docker/[ID]/memory.stat
		//      coreos: /sys/fs/cgroup/memory/system.slice/docker-[ID].scope/memory.stat

		memory_stat_filename = strings.Replace(conf.CGROUP_MEMORY_DOCKER_DIR, "[ID]", container_id, -1)

		if _, err := os.Stat(memory_stat_filename); os.IsNotExist(err) {
			logger.Error("warning: memory measurement requested, but no memory.stat found: %s" + memory_stat_filename)
			memory_stat_filename = ""
		}

	}

	if conf.MEM_CHECK_INTERVAL != 0 && memory_stat_filename != "" {
		go func() { // memory checker

			for {

				select {
				case err_mem := <-done:
					if err_mem != nil {
						logger.Error("channel done returned error: " + err_mem.Error())
					}
					return
				default:
				}

				var memory_total_rss int64 = -1
				var memory_total_swap int64 = -1
				memory_stat_file, err_mem := os.Open(memory_stat_filename)
				if err_mem != nil {

					logger.Error("warning: error opening memory_stat_file file:" + err_mem.Error())
					time.Sleep(conf.MEM_CHECK_INTERVAL)
					continue
				}

				// Closes the file when we leave the scope of the current function,
				// this makes sure we never forget to close the file if the
				// function can exit in multiple places.

				memory_stat_file_scanner := bufio.NewScanner(memory_stat_file)

				memory_total_rss_read := false
				memory_total_swap_read := false
				// scanner.Scan() advances to the next token returning false if an error was encountered
				for memory_stat_file_scanner.Scan() {
					line := memory_stat_file_scanner.Text()
					if strings.HasPrefix(line, "total_rss ") { // TODO what is total_rss_huge
						//logger.Debug(1, fmt.Sprint("inspecting container with memory line=", line))

						memory_total_rss, err = strconv.ParseInt(strings.TrimPrefix(line, "total_rss "), 10, 64)
						if err != nil {
							memory_total_rss = -1
						}
						memory_total_rss_read = true
					} else if strings.HasPrefix(line, "total_swap ") { // TODO what is total_rss_huge
						//logger.Debug(1, fmt.Sprint("inspecting container with memory line=", line))

						memory_total_swap, err = strconv.ParseInt(strings.TrimPrefix(line, "total_swap "), 10, 64)
						if err != nil {
							memory_total_swap = -1
						}
						memory_total_swap_read = true
					} else {
						continue
					}
					if memory_total_rss_read && memory_total_swap_read { // we found all information we need, leave the loop
						break
					}

				}

				// When finished scanning if any error other than io.EOF occured
				// it will be returned by scanner.Err().
				if err := memory_stat_file_scanner.Err(); err != nil {
					logger.Error(fmt.Sprintf("warning: could no read memory usage from cgroups=%s", memory_stat_file_scanner.Err()))
					//err = nil
				} else {

					// RSS maxium
					if memory_total_rss >= 0 && memory_total_rss > max_memory_total_rss {
						max_memory_total_rss = memory_total_rss
					}

					// SWAP maximum
					if memory_total_swap >= 0 && memory_total_swap > max_memory_total_swap {
						max_memory_total_swap = memory_total_swap
					}

					// RSS+SWAP maximum
					if memory_total_rss >= 0 && memory_total_swap >= 0 {

						memory_combined := memory_total_rss + memory_total_swap
						if memory_combined > MaxMem {
							MaxMem = memory_combined
						}

					}

					logger.Debug(1, fmt.Sprintf("memory: rss=%d, swap=%d, max_rss=%d max_swap=%d max_combined=%d",
						memory_total_rss, memory_total_swap, max_memory_total_rss, max_memory_total_swap, MaxMem))

				}
				memory_stat_file.Close() // defer does not work in for loop !
				//time.Sleep(5 * time.Second)
				time.Sleep(conf.MEM_CHECK_INTERVAL)

			}
		}()
	} else {
		logger.Debug(1, "memory checking disabled")
	}

	select {
	case <-chankill:
		logger.Debug(1, fmt.Sprint("chankill, try to kill conatiner %s... ", container_id))

		if client != nil {
			err = client.KillContainer(docker.KillContainerOptions{ID: container_id})
		} else {
			err = KillContainer(container_id)
		}

		if err != nil {
			return nil, errors.New(fmt.Sprintf("error killing container id=%s, err=%s", container_id, err.Error()))
		}

		<-done // allow goroutine to exit

		return nil, errors.New("process killed as requested from chankill")
	case err = <-done:
		logger.Debug(1, fmt.Sprint("(1)docker wait returned with status ", status))
		if err != nil {
			return nil, errors.New(fmt.Sprintf("dockerWait=%s, err=%s", commandName, err.Error()))
		}
	}
	logger.Debug(1, fmt.Sprint("(2)docker wait returned with status ", status))
	if status != 0 {
		logger.Debug(1, fmt.Sprint("WaitContainer returned non-zero status ", status))
		return nil, errors.New(fmt.Sprintf("error WaitContainer returned non-zero status=%d", status))
	}
	logger.Debug(1, fmt.Sprint("pstats.MaxMemUsage: ", pstats.MaxMemUsage))
	pstats.MaxMemUsage = MaxMem
	pstats.MaxMemoryTotalRss = max_memory_total_rss
	pstats.MaxMemoryTotalSwap = max_memory_total_swap
	logger.Debug(1, fmt.Sprint("pstats.MaxMemUsage: ", pstats.MaxMemUsage))

	return
}
示例#11
0
//fetch prerequisite data (e.g. reference dbs)
func movePreData(workunit *core.Workunit) (size int64, err error) {
	for _, io := range workunit.Predata {
		name := io.FileName
		predata_directory := path.Join(conf.DATA_PATH, "predata")
		err = os.MkdirAll(predata_directory, 755)
		if err != nil {
			return 0, errors.New("error creating predata_directory: " + err.Error())
		}

		file_path := path.Join(predata_directory, name)
		dataUrl, uerr := io.DataUrl()
		if uerr != nil {
			return 0, uerr
		}

		// get shock and local md5sums
		isShockPredata := true
		node_md5 := ""
		if io.Node == "-" {
			isShockPredata = false
		} else {
			node, err := shock.ShockGet(io.Host, io.Node, workunit.Info.DataToken)
			if err != nil {
				return 0, errors.New("error in ShockGet: " + err.Error())
			}
			// rename file to be md5sum
			node_md5 = node.File.Checksum["md5"]
			file_path = path.Join(predata_directory, node_md5)
		}

		// file does not exist or its md5sum is wrong
		if !isFileExisting(file_path) {
			logger.Debug(2, "mover: fetching predata from url: "+dataUrl)
			logger.Event(event.PRE_IN, "workid="+workunit.Id+" url="+dataUrl)

			var md5sum string
			file_path_part := file_path + ".part" // temporary name
			// this gets file from any downloadable url, not just shock
			size, md5sum, err = shock.FetchFile(file_path_part, dataUrl, workunit.Info.DataToken, io.Uncompress, isShockPredata)
			if err != nil {
				return 0, errors.New("error in fetchFile: " + err.Error())
			}
			os.Rename(file_path_part, file_path)
			if err != nil {
				return 0, errors.New("error renaming after download of preData: " + err.Error())
			}
			if isShockPredata {
				if node_md5 != md5sum {
					return 0, errors.New("error downloaded file md5 does not mach shock md5, node: " + io.Node)
				} else {
					logger.Debug(2, "mover: predata "+name+" has md5sum "+md5sum)
				}
			}
		} else {
			logger.Debug(2, "mover: predata already exists: "+name)
		}

		// timstamp for last access - future caching
		accessfile, err := os.Create(file_path + ".access")
		if err != nil {
			return 0, errors.New("error creating predata access file: " + err.Error())
		}
		defer accessfile.Close()
		accessfile.WriteString(time.Now().String())

		// determine if running with docker
		wants_docker := false
		if workunit.Cmd.Dockerimage != "" || workunit.App != nil { // TODO need more save way to detect use of docker
			wants_docker = true
		}
		if wants_docker && conf.USE_DOCKER == "no" {
			return 0, errors.New("error: use of docker images has been disabled by administrator")
		}
		if wants_docker == false && conf.USE_DOCKER == "only" {
			return 0, errors.New("error: use of docker images is enforced by administrator")
		}

		// copy or create symlink in work dir
		linkname := path.Join(workunit.Path(), name)
		if conf.NO_SYMLINK {
			// some programs do not accept symlinks (e.g. emirge), need to copy the file into the work directory
			logger.Debug(1, "copy predata: "+file_path+" -> "+linkname)
			_, err := shock.CopyFile(file_path, linkname)
			if err != nil {
				return 0, fmt.Errorf("error copying file from %s to % s: ", file_path, linkname, err.Error())
			}
		} else {
			if wants_docker {
				// new filepath for predata dir in container
				var docker_file_path string
				if isShockPredata {
					docker_file_path = path.Join(conf.DOCKER_WORKUNIT_PREDATA_DIR, node_md5)
				} else {
					docker_file_path = path.Join(conf.DOCKER_WORKUNIT_PREDATA_DIR, name)
				}
				logger.Debug(1, "creating dangling symlink: "+linkname+" -> "+docker_file_path)
				// dangling link will give error, we ignore that here
				_ = os.Symlink(docker_file_path, linkname)
			} else {
				logger.Debug(1, "symlink:"+linkname+" -> "+file_path)
				err = os.Symlink(file_path, linkname)
				if err != nil {
					return 0, errors.New("error creating predata file symlink: " + err.Error())
				}
			}
		}

		logger.Event(event.PRE_READY, "workid="+workunit.Id+";url="+dataUrl)
	}
	return
}
示例#12
0
//parse workunit, fetch input data, compose command arguments
func ParseWorkunitArgs(work *core.Workunit) (err error) {

	args := []string{}

	argstr := work.Cmd.Args
	if argstr == "" {
		return
	}

	workpath := work.Path()
	if len(work.Cmd.Dockerimage) > 0 {
		workpath = conf.DOCKER_WORK_DIR
	}

	// use better file name replacement technique
	var virtual_cmd_script = []string{argstr}
	replace_filepath_with_full_filepath(work.Inputs, workpath, virtual_cmd_script)
	argstr = virtual_cmd_script[0]

	argList := parse_arg_string(argstr)

	for _, arg := range argList {
		match, err := regexp.Match(`\$\{\w+\}`, []byte(arg))
		if err == nil && match { //replace environment variable with its value
			reg := regexp.MustCompile(`\$\{\w+\}`)
			vabs := reg.FindAll([]byte(arg), -1)
			parsedArg := arg
			for _, vab := range vabs {
				vb := bytes.TrimPrefix(vab, []byte("${"))
				vb = bytes.TrimSuffix(vb, []byte("}"))
				envvalue := os.Getenv(string(vb))
				fmt.Printf("%s=%s\n", vb, envvalue)
				parsedArg = strings.Replace(parsedArg, string(vab), envvalue, 1)
			}
			args = append(args, parsedArg)
			continue
		}

		// this might be deprecated by replace_filepath_with_full_filepath
		if strings.Contains(arg, "@") { //parse input/output to accessible local file
			segs := strings.Split(arg, "@")
			if len(segs) > 2 {
				return errors.New("invalid format in command args, multiple @ within one arg")
			}
			inputname := segs[1]
			for _, io := range work.Inputs {
				if io.FileName == inputname {
					inputFilePath := path.Join(workpath, inputname)
					parsedArg := fmt.Sprintf("%s%s", segs[0], inputFilePath)
					args = append(args, parsedArg)
				}
			}
			continue
		}
		//no @ or $, append directly
		args = append(args, arg)
	}

	work.Cmd.ParsedArgs = args
	work.State = core.WORK_STAT_PREPARED
	return nil
}
示例#13
0
文件: cache.go 项目: MG-RAST/AWE
func UploadOutputData(work *core.Workunit) (size int64, err error) {
	for _, io := range work.Outputs {
		name := io.FileName
		var local_filepath string //local file name generated by the cmd
		var file_path string      //file name to be uploaded to shock

		if io.Directory != "" {
			local_filepath = fmt.Sprintf("%s/%s/%s", work.Path(), io.Directory, name)
			//if specified, rename the local file name to the specified shock node file name
			//otherwise use the local name as shock file name
			file_path = local_filepath
			if io.ShockFilename != "" {
				file_path = fmt.Sprintf("%s/%s/%s", work.Path(), io.Directory, io.ShockFilename)
				os.Rename(local_filepath, file_path)
			}
		} else {
			local_filepath = fmt.Sprintf("%s/%s", work.Path(), name)
			file_path = local_filepath
			if io.ShockFilename != "" {
				file_path = fmt.Sprintf("%s/%s", work.Path(), io.ShockFilename)
				os.Rename(local_filepath, file_path)
			}
		}

		if (io.Type == "copy") || (io.Type == "update") || io.NoFile {
			file_path = ""
		} else if fi, err := os.Stat(file_path); err != nil {
			//skip this output if missing file and optional
			if io.Optional {
				continue
			} else {
				return size, errors.New(fmt.Sprintf("output %s not generated for workunit %s", name, work.Id))
			}
		} else {
			if io.Nonzero && fi.Size() == 0 {
				return size, errors.New(fmt.Sprintf("workunit %s generated zero-sized output %s while non-zero-sized file required", work.Id, name))
			}
			size += fi.Size()
		}

		logger.Debug(1, "deliverer: push output to shock, filename="+name)
		logger.Event(event.FILE_OUT,
			"workid="+work.Id,
			"filename="+name,
			fmt.Sprintf("url=%s/node/%s", io.Host, io.Node))

		//upload attribute file to shock IF attribute file is specified in outputs AND it is found in local directory.
		var attrfile_path string = ""
		if io.AttrFile != "" {
			attrfile_path = fmt.Sprintf("%s/%s", work.Path(), io.AttrFile)
			if fi, err := os.Stat(attrfile_path); err != nil || fi.Size() == 0 {
				attrfile_path = ""
			}
		}

		//set io.FormOptions["parent_node"] if not present and io.FormOptions["parent_name"] exists
		if parent_name, ok := io.FormOptions["parent_name"]; ok {
			for _, in_io := range work.Inputs {
				if in_io.FileName == parent_name {
					io.FormOptions["parent_node"] = in_io.Node
				}
			}
		}

		logger.Debug(1, "UploadOutputData, core.PutFileToShock: "+file_path)
		if err := core.PutFileToShock(file_path, io.Host, io.Node, work.Rank, work.Info.DataToken, attrfile_path, io.Type, io.FormOptions, io.NodeAttr); err != nil {

			time.Sleep(3 * time.Second) //wait for 3 seconds and try again
			if err := core.PutFileToShock(file_path, io.Host, io.Node, work.Rank, work.Info.DataToken, attrfile_path, io.Type, io.FormOptions, io.NodeAttr); err != nil {
				fmt.Errorf("push file error\n")
				logger.Error("op=pushfile,err=" + err.Error())
				return size, err
			}
		}
		logger.Event(event.FILE_DONE,
			"workid="+work.Id,
			"filename="+name,
			fmt.Sprintf("url=%s/node/%s", io.Host, io.Node))

		if io.ShockIndex != "" {
			if err := core.ShockPutIndex(io.Host, io.Node, io.ShockIndex, work.Info.DataToken); err != nil {
				logger.Error("warning: fail to create index on shock for shock node: " + io.Node)
			}
		}

		if conf.CACHE_ENABLED {
			//move output files to cache
			cacheDir := getCacheDir(io.Node)
			if err := os.MkdirAll(cacheDir, 0777); err != nil {
				logger.Error("cache os.MkdirAll():" + err.Error())
			}
			cacheFilePath := getCacheFilePath(io.Node) //use the same naming mechanism used by shock server
			//fmt.Printf("moving file from %s to %s\n", file_path, cacheFilePath)
			if err := os.Rename(file_path, cacheFilePath); err != nil {
				logger.Error("cache os.Rename():" + err.Error())
			}
		}
	}
	return
}
示例#14
0
文件: processor.go 项目: wtangiit/AWE
func RunWorkunitDocker(work *core.Workunit) (pstats *core.WorkPerf, err error) {
	pstats = new(core.WorkPerf)
	pstats.MaxMemUsage = -1
	pstats.MaxMemoryTotalRss = -1
	pstats.MaxMemoryTotalSwap = -1
	args := work.Cmd.ParsedArgs

	//change cwd to the workunit's working directory
	if err := work.CDworkpath(); err != nil {
		return nil, err
	}

	commandName := work.Cmd.Name

	use_wrapper_script := false

	wrapper_script_filename := "awe_workunit_wrapper.sh"
	wrapper_script_filename_host := path.Join(work.Path(), wrapper_script_filename)
	wrapper_script_filename_docker := path.Join(conf.DOCKER_WORK_DIR, wrapper_script_filename)
	if strings.HasPrefix(commandName, "app:") {

		if len(work.Cmd.ParsedArgs) > 0 {
			use_wrapper_script = true

			// create wrapper script

			//conf.DOCKER_WORK_DIR
			var wrapper_content_string = "#!/bin/bash\n" + strings.Join(work.Cmd.Cmd_script, "\n") + "\n"

			logger.Debug(1, fmt.Sprintf("write wrapper script: %s\n%s", wrapper_script_filename_host, strings.Join(work.Cmd.Cmd_script, ", ")))

			var wrapper_content_bytes = []byte(wrapper_content_string)

			err = ioutil.WriteFile(wrapper_script_filename_host, wrapper_content_bytes, 0644)
			if err != nil {
				return nil, errors.New(fmt.Sprintf("error writing wrapper script, err=%s", err.Error()))
			}

		}

	}

	//cmd := exec.Command(commandName, args...)

	container_name := "AWE_workunit"

	Dockerimage := work.Cmd.Dockerimage

	logger.Debug(1, fmt.Sprintf("Dockerimage: %s", Dockerimage))

	endpoint := "unix:///var/run/docker.sock"
	client, err := docker.NewClient(endpoint)
	if err != nil {
		return nil, errors.New(fmt.Sprintf("error creating docker client", err.Error()))
	}

	//imgs, _ := client.ListImages(false)
	//for _, img := range imgs {
	//	spew.Dump(img)
	//}

	// delete any old AWE_container
	err = RemoveOldAWEContainers(client, container_name)
	if err != nil {
		return nil, err
	}

	//var node *core.ShockNode = nil
	// find image in repo (e.g. extract docker image id)
	node, dockerimage_download_url, err := findDockerImageInShock(Dockerimage)
	if err != nil {
		return nil, errors.New(fmt.Sprintf("Error getting docker url, err=%s", err.Error()))
	}

	// TODO attr_json, _ := json.Marshal(node.Attributes) might be better
	node_attr_map, ok := node.Attributes.(map[string]interface{})
	if !ok {
		return nil, errors.New(fmt.Sprintf("(1) could not type assert Shock_Dockerimage_attributes, Dockerimage=%s", Dockerimage))
	}

	dockerimage_id, ok := node_attr_map["id"].(string)
	if !ok {
		return nil, errors.New(fmt.Sprintf("(2) could not type assert Shock_Dockerimage_attributes, Dockerimage=%s", Dockerimage))
	}

	if dockerimage_id == "" {
		return nil, errors.New(fmt.Sprintf("Id of Dockerimage=%s not found", Dockerimage))
	}
	logger.Debug(1, fmt.Sprintf("using dockerimage id %s instead of name %s ", dockerimage_id, Dockerimage))

	// *** find/inspect image
	image, err := client.InspectImage(dockerimage_id)

	if err != nil {

		logger.Debug(1, fmt.Sprintf("docker image %s is not yet in local repository", Dockerimage))

		image_retrieval := "load" // TODO only load is guaraneed to work
		switch {
		case image_retrieval == "load":
			{ // for images that have been saved
				err = dockerLoadImage(client, dockerimage_download_url)
			}
		case image_retrieval == "import":
			{ // for containers that have been exported
				err = dockerImportImage(client, Dockerimage)
			}
		case image_retrieval == "build":
			{ // to create image from Dockerfile
				err = dockerBuildImage(client, Dockerimage)
			}
		}

		if err != nil {
			return nil, errors.New(fmt.Sprintf("Docker image was not correctly imported or built, err=%s", err.Error()))
		}
		// example urls
		// find image : http://shock.metagenomics.anl.gov/node/?query&docker=1&tag=wgerlach/bowtie2:2.2.0
		// view node: http://shock.metagenomics.anl.gov/node/ed0a6b20-c535-40d7-92e8-754bb8b6b48f
		// download http://shock.metagenomics.anl.gov/node/ed0a6b20-c535-40d7-92e8-754bb8b6b48f?download

		if node != nil {

		}
		// last test
		if dockerimage_id != "" {
			image, err = client.InspectImage(dockerimage_id)
			if err != nil {
				return nil, errors.New(fmt.Sprintf("(InspectImage) Docker image (%s , %s) was not correctly imported or built, err=%s", Dockerimage, dockerimage_id, err.Error()))
			}
		} else {
			image, err = client.InspectImage(Dockerimage)
			if err != nil {
				return nil, errors.New(fmt.Sprintf("(InspectImage) Docker image (%s) was not correctly imported or built, err=%s", Dockerimage, err.Error()))
			}
		}

	} else {
		logger.Debug(1, fmt.Sprintf("docker image %s is already in local repository", Dockerimage))
	}

	if dockerimage_id != image.ID {
		return nil, errors.New(fmt.Sprintf("error: dockerimage_id != image.ID, %s != %s (%s)", dockerimage_id, image.ID, Dockerimage))
	}

	// tag image to make debugging easier
	if Dockerimage != "" {
		Dockerimage_array := strings.Split(Dockerimage, ":") // TODO split by colon is risky
		tag_opts := docker.TagImageOptions{Repo: Dockerimage_array[0], Tag: Dockerimage_array[1]}
		err = client.TagImage(dockerimage_id, tag_opts)
		if err != nil {
			logger.Error(fmt.Sprintf("warning: tagging of image %s with %s failed, err:", dockerimage_id, Dockerimage, err.Error()))
		}
	}

	pipe_output := fmt.Sprintf(" 2> %s 1> %s", conf.STDERR_FILENAME, conf.STDOUT_FILENAME)
	bash_command := ""
	if use_wrapper_script {
		bash_command = fmt.Sprint("/bin/bash", " ", wrapper_script_filename_docker, " ", pipe_output)
	} else {
		bash_command = fmt.Sprint(commandName, " ", strings.Join(args, " "), " ", pipe_output)

	}

	logger.Debug(1, fmt.Sprint("bash_command: ", bash_command))

	// example: "/bin/bash", "-c", "bowtie2 -h 2> awe_stderr.txt 1> awe_stdout.txt"

	container_cmd := []string{"/bin/bash", "-c", bash_command} // TODO remove bash if possible, but is needed for piping

	config := docker.Config{Image: dockerimage_id, WorkingDir: conf.DOCKER_WORK_DIR, AttachStdout: true, AttachStderr: true, AttachStdin: false, Cmd: container_cmd, Volumes: map[string]struct{}{conf.DOCKER_WORK_DIR: {}}}
	opts := docker.CreateContainerOptions{Name: container_name, Config: &config}

	// *** create container (or find container ?)
	logger.Debug(1, fmt.Sprintf("creating docker container from image %s (%s)", Dockerimage, dockerimage_id))
	container_incomplete, err := client.CreateContainer(opts)
	if err != nil {
		return nil, errors.New(fmt.Sprintf("error creating container, err=%s", err.Error()))
	}
	container_id := container_incomplete.ID
	logger.Debug(1, fmt.Sprintf("created docker container with ID: %s", container_id))

	// *** inspect the new container
	if false {
		container, err := client.InspectContainer(container_id)
		if err != nil {
			return nil, errors.New(fmt.Sprintf("error inspecting container, err=%s", err.Error()))
		}
		//spew.Dump(container)
		//spew.Dump(container.Config)
		fmt.Println("name: ", container.Name)
	}

	// *** start container

	var bindarray = []string{}

	bindstr_workdir := work.Path() + "/:" + conf.DOCKER_WORK_DIR
	logger.Debug(1, "bindstr_workdir: "+bindstr_workdir)

	// only mount predata if it is actually used
	fake_predata := ""
	if len(work.Predata) > 0 {
		predata_directory := path.Join(conf.DATA_PATH, "predata")
		bindstr_predata := predata_directory + "/:" + "/db:ro" // TODO put in config
		logger.Debug(1, "bindstr_predata: "+bindstr_predata)
		fake_predata = " -v " + bindstr_predata
		bindarray = []string{bindstr_workdir, bindstr_predata}
	} else {
		bindarray = []string{bindstr_workdir}
	}

	fake_docker_cmd := "sudo docker run -t -i --name test -v " + bindstr_workdir + fake_predata + " --workdir=" + conf.DOCKER_WORK_DIR + " " + dockerimage_id + " " + strings.Join(container_cmd, " ")
	logger.Debug(1, "fake_docker_cmd ("+Dockerimage+"): "+fake_docker_cmd)
	logger.Debug(1, "starting docker container...")

	err = client.StartContainer(container_id, &docker.HostConfig{Binds: bindarray})
	if err != nil {
		return nil, errors.New(fmt.Sprintf("error starting container, id=%s, err=%s", container_id, err.Error()))
	}

	defer func(container_id string) {
		// *** clean up
		// ** kill container
		err_kill := client.KillContainer(docker.KillContainerOptions{ID: container_id})
		if err_kill != nil {
			logger.Error(fmt.Sprintf("error killing container id=%s, err=%s", container_id, err_kill.Error()))
		}

		// *** remove Container
		opts_remove := docker.RemoveContainerOptions{ID: container_id}

		if err := client.RemoveContainer(opts_remove); err != nil {
			logger.Error(fmt.Sprintf("error removing container id=%s, err=%s", container_id, err.Error()))
		} else {
			logger.Debug(1, "(deferred func) removed docker container")
		}

	}(container_id)

	var status int = 0

	// wait for container to finish
	done := make(chan error)
	go func() {
		var errwait error
		status, errwait = client.WaitContainer(container_id)
		done <- errwait // inform main function
		done <- errwait // inform memory checker
	}()

	var MaxMem int64 = -1
	var max_memory_total_rss int64 = -1
	var max_memory_total_swap int64 = -1

	// e.g. /sys/fs/cgroup/memory/docker/<id>/memory.stat
	memory_stat_filename := path.Join(conf.CGROUP_MEMORY_DOCKER_DIR, container_id, "/memory.stat")

	go func() { // memory checker

		for {

			select {
			case err_mem := <-done:
				if err_mem != nil {
					logger.Error("channel done returned error: " + err_mem.Error())
				}
				return
			default:
			}

			var memory_total_rss int64 = -1
			var memory_total_swap int64 = -1
			memory_stat_file, err_mem := os.Open(memory_stat_filename)
			if err_mem != nil {

				logger.Error("warning: error opening memory_stat_file file:" + err_mem.Error())
				time.Sleep(conf.MEM_CHECK_INTERVAL)
				continue
			}

			// Closes the file when we leave the scope of the current function,
			// this makes sure we never forget to close the file if the
			// function can exit in multiple places.

			memory_stat_file_scanner := bufio.NewScanner(memory_stat_file)

			memory_total_rss_read := false
			memory_total_swap_read := false
			// scanner.Scan() advances to the next token returning false if an error was encountered
			for memory_stat_file_scanner.Scan() {
				line := memory_stat_file_scanner.Text()
				if strings.HasPrefix(line, "total_rss ") { // TODO what is total_rss_huge
					//logger.Debug(1, fmt.Sprint("inspecting container with memory line=", line))

					memory_total_rss, err = strconv.ParseInt(strings.TrimPrefix(line, "total_rss "), 10, 64)
					if err != nil {
						memory_total_rss = -1
					}
					memory_total_rss_read = true
				} else if strings.HasPrefix(line, "total_swap ") { // TODO what is total_rss_huge
					//logger.Debug(1, fmt.Sprint("inspecting container with memory line=", line))

					memory_total_swap, err = strconv.ParseInt(strings.TrimPrefix(line, "total_swap "), 10, 64)
					if err != nil {
						memory_total_swap = -1
					}
					memory_total_swap_read = true
				} else {
					continue
				}
				if memory_total_rss_read && memory_total_swap_read { // we found all information we need, leave the loop
					break
				}

			}

			// When finished scanning if any error other than io.EOF occured
			// it will be returned by scanner.Err().
			if err := memory_stat_file_scanner.Err(); err != nil {
				logger.Error(fmt.Sprintf("warning: could no read memory usage from cgroups=%s", memory_stat_file_scanner.Err()))
				//err = nil
			} else {

				// RSS maxium
				if memory_total_rss >= 0 && memory_total_rss > max_memory_total_rss {
					max_memory_total_rss = memory_total_rss
				}

				// SWAP maximum
				if memory_total_swap >= 0 && memory_total_swap > max_memory_total_swap {
					max_memory_total_swap = memory_total_swap
				}

				// RSS+SWAP maximum
				if memory_total_rss >= 0 && memory_total_swap >= 0 {

					memory_combined := memory_total_rss + memory_total_swap
					if memory_combined > MaxMem {
						MaxMem = memory_combined
					}

				}

				logger.Debug(1, fmt.Sprintf("memory: rss=%d, swap=%d, max_rss=%d max_swap=%d max_combined=%d",
					memory_total_rss, memory_total_swap, max_memory_total_rss, max_memory_total_swap, MaxMem))

			}
			memory_stat_file.Close() // defer does not work in for loop !
			//time.Sleep(5 * time.Second)
			time.Sleep(conf.MEM_CHECK_INTERVAL)

		}
	}()

	select {
	case <-chankill:
		logger.Debug(1, fmt.Sprint("chankill, try to kill conatiner %s... ", container_id))
		if err := client.KillContainer(docker.KillContainerOptions{ID: container_id}); err != nil {
			return nil, errors.New(fmt.Sprintf("error killing container id=%s, err=%s", container_id, err.Error()))
		}

		<-done // allow goroutine to exit

		return nil, errors.New("process killed as requested from chankill")
	case err = <-done:
		if err != nil {
			return nil, errors.New(fmt.Sprintf("wait_cmd=%s, err=%s", commandName, err.Error()))
		}
		logger.Debug(1, fmt.Sprint("(1)docker command returned with status ", status))
	}
	logger.Debug(1, fmt.Sprint("(2)docker command returned with status ", status))
	if status != 0 {
		logger.Debug(1, fmt.Sprint("WaitContainer returned non-zero status ", status))
		return nil, errors.New(fmt.Sprintf("error WaitContainer returned non-zero status=%d", status))
	}
	logger.Debug(1, fmt.Sprint("pstats.MaxMemUsage: ", pstats.MaxMemUsage))
	pstats.MaxMemUsage = MaxMem
	pstats.MaxMemoryTotalRss = max_memory_total_rss
	pstats.MaxMemoryTotalSwap = max_memory_total_swap
	logger.Debug(1, fmt.Sprint("pstats.MaxMemUsage: ", pstats.MaxMemUsage))

	return
}