databricks-cli/bundle/run/job.go

package run

import (
	"context"
	"encoding/json"
	"fmt"
	"strconv"
	"time"

	"github.com/databricks/cli/bundle"
	"github.com/databricks/cli/bundle/config/resources"
	"github.com/databricks/cli/bundle/run/output"
	"github.com/databricks/cli/bundle/run/progress"
	"github.com/databricks/cli/libs/cmdio"
	"github.com/databricks/cli/libs/log"
	"github.com/databricks/databricks-sdk-go/service/jobs"
	"github.com/fatih/color"
	flag "github.com/spf13/pflag"
)

// JobOptions defines options for running a job.
type JobOptions struct {
	dbtCommands       []string
	jarParams         []string
	notebookParams    map[string]string
	pipelineParams    map[string]string
	pythonNamedParams map[string]string
	pythonParams      []string
	sparkSubmitParams []string
	sqlParams         map[string]string
}

func (o *JobOptions) Define(fs *flag.FlagSet) {
	fs.StringSliceVar(&o.dbtCommands, "dbt-commands", nil, "A list of commands to execute for jobs with DBT tasks.")
	fs.StringSliceVar(&o.jarParams, "jar-params", nil, "A list of parameters for jobs with Spark JAR tasks.")
	fs.StringToStringVar(&o.notebookParams, "notebook-params", nil, "A map from keys to values for jobs with notebook tasks.")
	fs.StringToStringVar(&o.pipelineParams, "pipeline-params", nil, "A map from keys to values for jobs with pipeline tasks.")
	fs.StringToStringVar(&o.pythonNamedParams, "python-named-params", nil, "A map from keys to values for jobs with Python wheel tasks.")
	fs.StringSliceVar(&o.pythonParams, "python-params", nil, "A list of parameters for jobs with Python tasks.")
	fs.StringSliceVar(&o.sparkSubmitParams, "spark-submit-params", nil, "A list of parameters for jobs with Spark submit tasks.")
	fs.StringToStringVar(&o.sqlParams, "sql-params", nil, "A map from keys to values for jobs with SQL tasks.")
}

func (o *JobOptions) validatePipelineParams() (*jobs.PipelineParams, error) {
	if len(o.pipelineParams) == 0 {
		return nil, nil
	}

	var defaultErr = fmt.Errorf("job run argument --pipeline-params only supports `full_refresh=<bool>`")
	v, ok := o.pipelineParams["full_refresh"]
	if !ok {
		return nil, defaultErr
	}

	b, err := strconv.ParseBool(v)
	if err != nil {
		return nil, defaultErr
	}

	pipelineParams := &jobs.PipelineParams{
		FullRefresh: b,
	}

	return pipelineParams, nil
}

func (o *JobOptions) toPayload(jobID int64) (*jobs.RunNow, error) {
	pipelineParams, err := o.validatePipelineParams()
	if err != nil {
		return nil, err
	}

	payload := &jobs.RunNow{
		JobId: jobID,

		DbtCommands:       o.dbtCommands,
		JarParams:         o.jarParams,
		NotebookParams:    o.notebookParams,
		PipelineParams:    pipelineParams,
		PythonNamedParams: o.pythonNamedParams,
		PythonParams:      o.pythonParams,
		SparkSubmitParams: o.sparkSubmitParams,
		SqlParams:         o.sqlParams,
	}

	return payload, nil
}

// Default timeout for waiting for a job run to complete.
var jobRunTimeout time.Duration = 24 * time.Hour

type jobRunner struct {
	key

	bundle *bundle.Bundle
	job    *resources.Job
}

func (r *jobRunner) Name() string {
	if r.job == nil || r.job.JobSettings == nil {
		return ""
	}
	return r.job.JobSettings.Name
}

func isFailed(task jobs.RunTask) bool {
	return task.State.LifeCycleState == jobs.RunLifeCycleStateInternalError ||
		(task.State.LifeCycleState == jobs.RunLifeCycleStateTerminated &&
			task.State.ResultState == jobs.RunResultStateFailed)
}

func isSuccess(task jobs.RunTask) bool {
	return task.State.LifeCycleState == jobs.RunLifeCycleStateTerminated &&
		task.State.ResultState == jobs.RunResultStateSuccess
}

func (r *jobRunner) logFailedTasks(ctx context.Context, runId int64) {
	w := r.bundle.WorkspaceClient()
	red := color.New(color.FgRed).SprintFunc()
	green := color.New(color.FgGreen).SprintFunc()
	yellow := color.New(color.FgYellow).SprintFunc()
	run, err := w.Jobs.GetRun(ctx, jobs.GetRunRequest{
		RunId: runId,
	})
	if err != nil {
		log.Errorf(ctx, "failed to log job run. Error: %s", err)
		return
	}
	if run.State.ResultState == jobs.RunResultStateSuccess {
		return
	}
	for _, task := range run.Tasks {
		if isSuccess(task) {
			log.Infof(ctx, "task %s completed successfully", green(task.TaskKey))
		} else if isFailed(task) {
			taskInfo, err := w.Jobs.GetRunOutput(ctx, jobs.GetRunOutputRequest{
				RunId: task.RunId,
			})
			if err != nil {
				log.Errorf(ctx, "task %s failed. Unable to fetch error trace: %s", red(task.TaskKey), err)
				continue
			}
			if progressLogger, ok := cmdio.FromContext(ctx); ok {
				progressLogger.Log(progress.NewTaskErrorEvent(task.TaskKey, taskInfo.Error, taskInfo.ErrorTrace))
			}
			log.Errorf(ctx, "Task %s failed!\nError:\n%s\nTrace:\n%s",
				red(task.TaskKey), taskInfo.Error, taskInfo.ErrorTrace)
		} else {
			log.Infof(ctx, "task %s is in state %s",
				yellow(task.TaskKey), task.State.LifeCycleState)
		}
	}
}

func pullRunIdCallback(runId *int64) func(info *jobs.Run) {
	return func(i *jobs.Run) {
		if *runId == 0 {
			*runId = i.RunId
		}
	}
}

func logDebugCallback(ctx context.Context, runId *int64) func(info *jobs.Run) {
	var prevState *jobs.RunState
	return func(i *jobs.Run) {
		state := i.State
		if state == nil {
			return
		}

		// Log the job run URL as soon as it is available.
		if prevState == nil {
			log.Infof(ctx, "Run available at %s", i.RunPageUrl)
		}
		if prevState == nil || prevState.LifeCycleState != state.LifeCycleState {
			log.Infof(ctx, "Run status: %s", i.State.LifeCycleState)
			prevState = state
		}
	}
}

func logProgressCallback(ctx context.Context, progressLogger *cmdio.Logger) func(info *jobs.Run) {
	var prevState *jobs.RunState
	return func(i *jobs.Run) {
		state := i.State
		if state == nil {
			return
		}

		if prevState == nil {
			progressLogger.Log(progress.NewJobRunUrlEvent(i.RunPageUrl))
		}

		if prevState != nil && prevState.LifeCycleState == state.LifeCycleState &&
			prevState.ResultState == state.ResultState {
			return
		} else {
			prevState = state
		}

		event := &progress.JobProgressEvent{
			Timestamp: time.Now(),
			JobId:     i.JobId,
			RunId:     i.RunId,
			RunName:   i.RunName,
			State:     *i.State,
		}

		// log progress events to stderr
		progressLogger.Log(event)

		// log progress events in using the default logger
		log.Infof(ctx, event.String())
	}
}

func (r *jobRunner) Run(ctx context.Context, opts *Options) (output.RunOutput, error) {
	jobID, err := strconv.ParseInt(r.job.ID, 10, 64)
	if err != nil {
		return nil, fmt.Errorf("job ID is not an integer: %s", r.job.ID)
	}

	runId := new(int64)

	err = r.convertPythonParams(opts)
	if err != nil {
		return nil, err
	}

	// construct request payload from cmd line flags args
	req, err := opts.Job.toPayload(jobID)
	if err != nil {
		return nil, err
	}

	// Include resource key in logger.
	ctx = log.NewContext(ctx, log.GetLogger(ctx).With("resource", r.Key()))

	w := r.bundle.WorkspaceClient()

	// gets the run id from inside Jobs.RunNowAndWait
	pullRunId := pullRunIdCallback(runId)

	// callback to log status updates to the universal log destination.
	// Called on every poll request
	logDebug := logDebugCallback(ctx, runId)

	// callback to log progress events. Called on every poll request
	progressLogger, ok := cmdio.FromContext(ctx)
	if !ok {
		return nil, fmt.Errorf("no progress logger found")
	}
	logProgress := logProgressCallback(ctx, progressLogger)

	waiter, err := w.Jobs.RunNow(ctx, *req)
	if err != nil {
		return nil, fmt.Errorf("cannot start job")
	}

	if opts.NoWait {
		details, err := w.Jobs.GetRun(ctx, jobs.GetRunRequest{
			RunId: waiter.RunId,
		})
		progressLogger.Log(progress.NewJobRunUrlEvent(details.RunPageUrl))
		return nil, err
	}

	run, err := waiter.OnProgress(func(r *jobs.Run) {
		pullRunId(r)
		logDebug(r)
		logProgress(r)
	}).GetWithTimeout(jobRunTimeout)
	if err != nil && runId != nil {
		r.logFailedTasks(ctx, *runId)
	}
	if err != nil {
		return nil, err
	}
	if run.State.LifeCycleState == jobs.RunLifeCycleStateSkipped {
		log.Infof(ctx, "Run was skipped!")
		return nil, fmt.Errorf("run skipped: %s", run.State.StateMessage)
	}

	switch run.State.ResultState {
	// The run was canceled at user request.
	case jobs.RunResultStateCanceled:
		log.Infof(ctx, "Run was cancelled!")
		return nil, fmt.Errorf("run canceled: %s", run.State.StateMessage)

	// The task completed with an error.
	case jobs.RunResultStateFailed:
		log.Infof(ctx, "Run has failed!")
		return nil, fmt.Errorf("run failed: %s", run.State.StateMessage)

	// The task completed successfully.
	case jobs.RunResultStateSuccess:
		log.Infof(ctx, "Run has completed successfully!")
		return output.GetJobOutput(ctx, r.bundle.WorkspaceClient(), *runId)

	// The run was stopped after reaching the timeout.
	case jobs.RunResultStateTimedout:
		log.Infof(ctx, "Run has timed out!")
		return nil, fmt.Errorf("run timed out: %s", run.State.StateMessage)
	}

	return nil, err
}

func (r *jobRunner) convertPythonParams(opts *Options) error {
	if r.bundle.Config.Experimental != nil && !r.bundle.Config.Experimental.PythonWheelWrapper {
		return nil
	}

	needConvert := false
	for _, task := range r.job.Tasks {
		if task.PythonWheelTask != nil {
			needConvert = true
			break
		}
	}

	if !needConvert {
		return nil
	}

	if len(opts.Job.pythonParams) == 0 {
		return nil
	}

	if opts.Job.notebookParams == nil {
		opts.Job.notebookParams = make(map[string]string)
	}

	if len(opts.Job.pythonParams) > 0 {
		if _, ok := opts.Job.notebookParams["__python_params"]; ok {
			return fmt.Errorf("can't use __python_params as notebook param, the name is reserved for internal use")
		}
		p, err := json.Marshal(opts.Job.pythonParams)
		if err != nil {
			return err
		}
		opts.Job.notebookParams["__python_params"] = string(p)
	}

	return nil
}