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commands.go
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commands.go
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/*
* Copyright 2017-2018 IBM Corporation
*
* Licensed 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 metadata
import (
"github.com/urfave/cli"
"github.com/IBM-Bluemix/bluemix-cli-sdk/plugin"
)
const (
deepLearningNS = "dl"
// ProjectInit is the name of CLI command to create a project template.
ProjectInit = "init"
// Train is the name of the CLI command to deploy a model.
Train = "train"
// Show is the name of the CLI command to get a model's info.
Show = "show"
// Delete is the name of the CLI command to delete a model.
Delete = "delete"
// List is the name of the CLI command to list all models.
List = "list"
// Download is the name of the CLI command to get the original model definition as ZIP.
Download = "download"
// Halt is the name of the CLI command to get a training job's info.
Halt = "halt"
// Logs is the name of the CLI command to get the training logs. (deprecated)
Logs = "logs"
// Loglines is the name of the CLI command to get the training logs.
Loglines = "loglines"
// Emetrics is the name of the CLI command to get the evaluation metrics.
Emetrics = "emetrics"
// Version is the version CLI command.
Version = "version"
)
type commandMetadata struct {
Namespace string
Name string
Description string
Usage string
PluginFlags []plugin.Flag // Used by Bluemix CLI
CliFlags []cli.Flag // Used by codegangsta/CLI
Action func(c *cli.Context)
}
var (
// Commands are a description of the DLaaS CLI commands.
Commands = []*commandMetadata{
{
Namespace: deepLearningNS,
Name: ProjectInit,
Description: "Creates a new deep learning project with a manifest.",
Usage: "bx dl init NAME",
PluginFlags: []plugin.Flag{
},
CliFlags: []cli.Flag{
cli.StringFlag{
Name: "type",
Usage: "Deep learning framework (e.g. Caffe, Torch).",
},
cli.StringFlag{
Name: "version",
Usage: "Deep learning framework version.",
},
},
},
{
Namespace: deepLearningNS,
Name: Train,
Description: "Trains a model",
Usage: "bx dl train MANIFEST_FILE (MODEL_DEFINITION_ZIP|MODEL_DEFINITION_DIR)",
PluginFlags: []plugin.Flag{},
CliFlags: []cli.Flag{},
},
{
Namespace: deepLearningNS,
Name: Show,
Description: "Get detailed information about a model and training status",
Usage: "bx dl show MODEL_ID",
PluginFlags: []plugin.Flag{
{
Name: "json",
HasValue: false,
Description: "If specified, output as json",
},
},
CliFlags: []cli.Flag{
cli.BoolTFlag{
Name: "json",
Usage: "If specified, output as json.",
},
},
},
{
Namespace: deepLearningNS,
Name: Delete,
Description: "Delete a model",
Usage: "bx dl delete MODEL_ID",
PluginFlags: []plugin.Flag{},
CliFlags: []cli.Flag{},
},
{
Namespace: deepLearningNS,
Name: List,
Description: "List all models",
Usage: "bx dl list",
PluginFlags: []plugin.Flag{},
CliFlags: []cli.Flag{},
},
{
Namespace: deepLearningNS,
Name: Download,
Description: "Download the model definition as ZIP file",
Usage: "bx dl download MODEL_ID (--definition|--trainedmodel) [--filename FILENAME]",
PluginFlags: []plugin.Flag{
{
Name: "definition",
Description: "Download the model definition.",
},
{
Name: "trainedmodel",
Description: "Download the trained model.",
},
{
Name: "filename",
Description: "Filename of the downloaded ZIP file.",
},
},
CliFlags: []cli.Flag{
cli.BoolFlag{
Name: "definition",
Usage: "Download the model definition.",
},
cli.BoolFlag{
Name: "trainedmodel",
Usage: "Download the trained model.",
},
cli.StringFlag{
Name: "filename",
Usage: "Filename of the downloaded ZIP file.",
},
},
},
{
Namespace: deepLearningNS,
Name: Logs,
Description: "View stream of logs (deprecated, consider using loglines or emetrics instead)",
Usage: "bx dl logs MODEL_ID [--follow] [--metrics]",
PluginFlags: []plugin.Flag{
{
Name: "follow",
HasValue: false,
Description: "If specified, follow the log",
},
{
Name: "metrics",
HasValue: false,
Description: "If specified, deliver parsed evaluation metrics",
},
{
Name: "json",
HasValue: false,
Description: "If specified, output metrics as json",
},
},
CliFlags: []cli.Flag{
cli.BoolTFlag{
Name: "follow",
Usage: "If specified, follow the log.",
},
cli.BoolTFlag{
Name: "metrics",
Usage: "If specified, deliver parsed evaluation metrics.",
},
cli.BoolTFlag{
Name: "json",
Usage: "If specified, output metrics as json.",
},
},
},
{
Namespace: deepLearningNS,
Name: Loglines,
Description: "View log lines",
Usage: "bx dl loglines MODEL_ID [--follow] [--metrics]",
PluginFlags: []plugin.Flag{
{
Name: "follow",
HasValue: false,
Description: "If specified, follow the log",
},
{
Name: "json",
HasValue: false,
Description: "If specified, output metrics as json",
},
{
Name: "pagesize",
HasValue: true,
Description: "Number of lines to deliver",
},
{
Name: "pos",
HasValue: true,
Description: "If positive, line number from start, if negative, line position from end",
},
{
Name: "since",
HasValue: true,
Description: "Only logs after the time (Unix timestamp)",
},
},
CliFlags: []cli.Flag{
cli.BoolTFlag{
Name: "follow",
Usage: "If specified, follow the log.",
},
cli.BoolTFlag{
Name: "json",
Usage: "If specified, output metrics as json.",
},
cli.IntFlag{
Name: "pagesize",
Usage: "Number of lines to deliver.",
},
cli.IntFlag {
Name: "pos",
Usage: "If positive, line number from start, if negative, line position from end",
},
cli.StringFlag{
Name: "since",
Usage: "Only logs after the time.",
},
},
},
{
Namespace: deepLearningNS,
Name: Emetrics,
Description: "View evaluation metrics",
Usage: "bx dl emetrics MODEL_ID [--follow] [--metrics]",
PluginFlags: []plugin.Flag{
{
Name: "follow",
HasValue: false,
Description: "If specified, follow the log",
},
{
Name: "json",
HasValue: false,
Description: "If specified, output metrics as json",
},
{
Name: "pagesize",
HasValue: true,
Description: "Number of lines to deliver",
},
{
Name: "pos",
HasValue: true,
Description: "If positive, line number from start, if negative, line position from end",
},
{
Name: "since",
HasValue: true,
Description: "Only logs after the time (Unix timestamp)",
},
},
CliFlags: []cli.Flag{
cli.BoolTFlag{
Name: "follow",
Usage: "If specified, follow the log.",
},
cli.BoolTFlag{
Name: "json",
Usage: "If specified, output metrics as json.",
},
cli.IntFlag{
Name: "pagesize",
Usage: "Number of lines to deliver.",
},
cli.IntFlag {
Name: "pos",
Usage: "If positive, line number from start, if negative, line position from end",
},
cli.StringFlag{
Name: "since",
Usage: "Only logs after the time.",
},
},
},
{
Namespace: deepLearningNS,
Name: Halt,
Description: "Halt a training job",
Usage: "bx dl halt MODEL_ID",
PluginFlags: []plugin.Flag{},
CliFlags: []cli.Flag{},
},
{
Namespace: deepLearningNS,
Name: Version,
Description: "show git hash and build time of cli",
Usage: "bx dl version",
PluginFlags: []plugin.Flag{},
CliFlags: []cli.Flag{},
},
}
)