polyaxon_cli/cli/experiment.py
def logs(ctx, job, past, follow, hide_time):
    """Get experiment or experiment job logs.

    Uses [Caching](/references/polyaxon-cli/#caching)

    Examples for getting experiment logs:

    \b
    ```bash
    $ polyaxon experiment logs
    ```

    \b
    ```bash
    $ polyaxon experiment -xp 10 -p mnist logs
    ```

    Examples for getting experiment job logs:

    \b
    ```bash
    $ polyaxon experiment -xp 1 -j 1 logs
    ```
    """

    def get_experiment_logs():
        if past:
            try:
                response = PolyaxonClient().experiment.logs(
                    user, project_name, _experiment, stream=False)
                get_logs_handler(handle_job_info=True,
                                 show_timestamp=not hide_time,
                                 stream=False)(response.content.decode().split('\n'))
                print()

                if not follow:
                    return
            except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
                if not follow:
                    Printer.print_error(
                        'Could not get logs for experiment `{}`.'.format(_experiment))
                    Printer.print_error(
                        'Error message `{}`.'.format(e))
                    sys.exit(1)

        try:
            PolyaxonClient().experiment.logs(
                user,
                project_name,
                _experiment,
                message_handler=get_logs_handler(handle_job_info=True,
                                                 show_timestamp=not hide_time))
        except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
            Printer.print_error('Could not get logs for experiment `{}`.'.format(_experiment))
            Printer.print_error('Error message `{}`.'.format(e))
            sys.exit(1)

    def get_experiment_job_logs():
        if past:
            try:
                response = PolyaxonClient().experiment_job.logs(
                    user,
                    project_name,
                    _experiment,
                    _job,
                    stream=False)
                get_logs_handler(handle_job_info=True,
                                 show_timestamp=not hide_time,
                                 stream=False)(response.content.decode().split('\n'))
                print()

                if not follow:
                    return
            except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
                if not follow:
                    Printer.print_error(
                        'Could not get logs for experiment `{}`.'.format(_experiment))
                    Printer.print_error(
                        'Error message `{}`.'.format(e))
                    sys.exit(1)

        try:
            PolyaxonClient().experiment_job.logs(
                user,
                project_name,
                _experiment,
                _job,
                message_handler=get_logs_handler(handle_job_info=True,
                                                 show_timestamp=not hide_time))
        except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
            Printer.print_error('Could not get logs for job `{}`.'.format(_job))
            Printer.print_error('Error message `{}`.'.format(e))
            sys.exit(1)

    user, project_name, _experiment = get_project_experiment_or_local(ctx.obj.get('project'),
                                                                      ctx.obj.get('experiment'))

    if job:
        _job = get_experiment_job_or_local(job)
        get_experiment_job_logs()
    else:
        get_experiment_logs()
def logs(ctx, job, past, follow, hide_time):
    """Get experiment or experiment job logs.

    Uses [Caching](/references/polyaxon-cli/#caching)

    Examples for getting experiment logs:

    \b
    ```bash
    $ polyaxon experiment logs
    ```

    \b
    ```bash
    $ polyaxon experiment -xp 10 -p mnist logs
    ```

    Examples for getting experiment job logs:

    \b
    ```bash
    $ polyaxon experiment -xp 1 -j 1 logs
    ```
    """

    def get_experiment_logs():
        if past:
            try:
                response = PolyaxonClient().experiment.logs(
                    user, project_name, _experiment, stream=False)
                get_logs_handler(handle_job_info=True,
                                 show_timestamp=not hide_time,
                                 stream=False)(response.content.decode().split('\n'))
                print()

                if not follow:
                    return
            except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
                if not follow:
                    Printer.print_error(
                        'Could not get logs for experiment `{}`.'.format(_experiment))
                    Printer.print_error(
                        'Error message `{}`.'.format(e))
                    sys.exit(1)

        try:
            PolyaxonClient().experiment.logs(
                user,
                project_name,
                _experiment,
                message_handler=get_logs_handler(handle_job_info=True,
                                                 show_timestamp=not hide_time))
        except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
            Printer.print_error('Could not get logs for experiment `{}`.'.format(_experiment))
            Printer.print_error('Error message `{}`.'.format(e))
            sys.exit(1)

    def get_experiment_job_logs():
        if past:
            try:
                response = PolyaxonClient().experiment_job.logs(
                    user,
                    project_name,
                    _experiment,
                    _job,
                    stream=False)
                get_logs_handler(handle_job_info=True,
                                 show_timestamp=not hide_time,
                                 stream=False)(response.content.decode().split('\n'))
                print()

                if not follow:
                    return
            except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
                if not follow:
                    Printer.print_error(
                        'Could not get logs for experiment `{}`.'.format(_experiment))
                    Printer.print_error(
                        'Error message `{}`.'.format(e))
                    sys.exit(1)

        try:
            PolyaxonClient().experiment_job.logs(
                user,
                project_name,
                _experiment,
                _job,
                message_handler=get_logs_handler(handle_job_info=True,
                                                 show_timestamp=not hide_time))
        except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e:
            Printer.print_error('Could not get logs for job `{}`.'.format(_job))
            Printer.print_error('Error message `{}`.'.format(e))
            sys.exit(1)

    user, project_name, _experiment = get_project_experiment_or_local(ctx.obj.get('project'),
                                                                      ctx.obj.get('experiment'))

    if job:
        _job = get_experiment_job_or_local(job)
        get_experiment_job_logs()
    else:
        get_experiment_logs()
def logs ( ctx , job , past , follow , hide_time ) : def get_experiment_logs ( ) : if past : try : response = PolyaxonClient ( ) . experiment . logs ( user , project_name , _experiment , stream = False ) get_logs_handler ( handle_job_info = True , show_timestamp = not hide_time , stream = False ) ( response . content . decode ( ) . split ( '\n' ) ) print ( ) if not follow : return except ( PolyaxonHTTPError , PolyaxonShouldExitError , PolyaxonClientException ) as e : if not follow : Printer . print_error ( 'Could not get logs for experiment `{}`.' . format ( _experiment ) ) Printer . print_error ( 'Error message `{}`.' . format ( e ) ) sys . exit ( 1 ) try : PolyaxonClient ( ) . experiment . logs ( user , project_name , _experiment , message_handler = get_logs_handler ( handle_job_info = True , show_timestamp = not hide_time ) ) except ( PolyaxonHTTPError , PolyaxonShouldExitError , PolyaxonClientException ) as e : Printer . print_error ( 'Could not get logs for experiment `{}`.' . format ( _experiment ) ) Printer . print_error ( 'Error message `{}`.' . format ( e ) ) sys . exit ( 1 ) def get_experiment_job_logs ( ) : if past : try : response = PolyaxonClient ( ) . experiment_job . logs ( user , project_name , _experiment , _job , stream = False ) get_logs_handler ( handle_job_info = True , show_timestamp = not hide_time , stream = False ) ( response . content . decode ( ) . split ( '\n' ) ) print ( ) if not follow : return except ( PolyaxonHTTPError , PolyaxonShouldExitError , PolyaxonClientException ) as e : if not follow : Printer . print_error ( 'Could not get logs for experiment `{}`.' . format ( _experiment ) ) Printer . print_error ( 'Error message `{}`.' . format ( e ) ) sys . exit ( 1 ) try : PolyaxonClient ( ) . experiment_job . logs ( user , project_name , _experiment , _job , message_handler = get_logs_handler ( handle_job_info = True , show_timestamp = not hide_time ) ) except ( PolyaxonHTTPError , PolyaxonShouldExitError , PolyaxonClientException ) as e : Printer . print_error ( 'Could not get logs for job `{}`.' . format ( _job ) ) Printer . print_error ( 'Error message `{}`.' . format ( e ) ) sys . exit ( 1 ) user , project_name , _experiment = get_project_experiment_or_local ( ctx . obj . get ( 'project' ) , ctx . obj . get ( 'experiment' ) ) if job : _job = get_experiment_job_or_local ( job ) get_experiment_job_logs ( ) else : get_experiment_logs ( )
Get experiment or experiment job logs.

    Uses [Caching](/references/polyaxon-cli/#caching)

    Examples for getting experiment logs:

    \b
    ```bash
    $ polyaxon experiment logs
    ```

    \b
    ```bash
    $ polyaxon experiment -xp 10 -p mnist logs
    ```

    Examples for getting experiment job logs:

    \b
    ```bash
    $ polyaxon experiment -xp 1 -j 1 logs
    ```
Get experiment or experiment job logs .