const completionSpec = { name : "ml-engine" , description : "Manage AI Platform jobs and models" , subcommands : [ { name : "jobs" , description : "AI Platform Jobs commands" , subcommands : [ { name : "cancel" , description : "Cancel a running AI Platform job" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "JOB" , description : "Name of the job" , isVariadic : false , } , } , { name : "describe" , description : "Describe an AI Platform job" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--summarize" , description : "Summarize job output in a set of human readable tables instead of\nrendering the entire resource as json or yaml. The tables currently rendered\nare:\n+\n* `Job Overview`: Overview of job including, jobId, status and create time.\n* `Training Input Summary`: Summary of input for a training job including\n   region, main training python module and scale tier.\n* `Training Output Summary`: Summary of output for a training job including\n   the amount of ML units consumed by the job.\n* `Training Output Trials`: Summary of hyperparameter trials run for a\n   hyperparameter tuning training job.\n* `Predict Input Summary`: Summary of input for a prediction job including\n   region, model verion and output path.\n* `Predict Output Summary`: Summary of output for a prediction job including\n   prediction count and output path.\n+\nThis flag overrides the `--format` flag. If\nboth are present on the command line, a warning is displayed" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "JOB" , description : "Name of the job" , isVariadic : false , } , } , { name : "list" , description : "List existing AI Platform jobs" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--filter" , description : "Apply a Boolean filter _EXPRESSION_ to each resource item to be listed.\nIf the expression evaluates `True`, then that item is listed. For more\ndetails and examples of filter expressions, run $ gcloud topic filters. This\nflag interacts with other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "EXPRESSION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--limit" , description : "Maximum number of resources to list. The default is *unlimited*.\nThis flag interacts with other flags that are applied in this order:\n*--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "LIMIT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--page-size" , description : "Some services group resource list output into pages. This flag specifies\nthe maximum number of resources per page. The default is determined by the\nservice if it supports paging, otherwise it is *unlimited* (no paging).\nPaging may be applied before or after *--filter* and *--limit* depending\non the service" , args : { name : "PAGE_SIZE" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--sort-by" , description : "Comma-separated list of resource field key names to sort by. The\ndefault order is ascending. Prefix a field with ``~'' for descending\norder on that field. This flag interacts with other flags that are applied\nin this order: *--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "FIELD" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--uri" , description : "Print a list of resource URIs instead of the default output" , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "stream-logs" , description : "Show logs from a running AI Platform job" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--allow-multiline-logs" , description : "Output multiline log messages as single records" , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--polling-interval" , description : "Number of seconds to wait between efforts to fetch the latest log messages. Overrides the default *ml_engine/polling_interval* property value for this command invocation" , args : { name : "POLLING_INTERVAL" , description : "Int" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--task-name" , description : "If set, display only the logs for this particular task" , args : { name : "TASK_NAME" , description : "String" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "JOB" , description : "Name of the job" , isVariadic : false , } , } , { name : "submit" , description : "AI Platform Jobs submit commands" , subcommands : [ { name : "prediction" , description : "Start an AI Platform batch prediction job" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--batch-size" , description : "The number of records per batch. The service will buffer batch_size number of records in memory before invoking TensorFlow. Defaults to 64 if not specified" , args : { name : "BATCH_SIZE" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--data-format" , description : "Data format of the input files. _DATA_FORMAT_ must be one of:\n+\n*text*::: Text and JSON files; for text files, see https://www.tensorflow.org/guide/datasets#consuming_text_data, for JSON files, see https://cloud.google.com/ai-platform/prediction/docs/overview#batch_prediction_input_data\n*tf-record*::: TFRecord files; see https://www.tensorflow.org/guide/datasets#consuming_tfrecord_data\n*tf-record-gzip*::: GZIP-compressed TFRecord files.\n:::\n+" , args : { name : "DATA_FORMAT" , description : "Googlecloudsdk.calliope.base:_ChoiceValueType" , suggestions : [ "text" , "tf-record" , "tf-record-gzip" ] , } , priority : 100 , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--input-paths" , description : 'Cloud Storage paths to the instances to run prediction on.\n+\nWildcards (```*```) accepted at the *end* of a path. More than one path can be\nspecified if multiple file patterns are needed. For example,\n+\n  gs://my-bucket/instances*,gs://my-bucket/other-instances1\n+\nwill match any objects whose names start with `instances` in `my-bucket` as well\nas the `other-instances1` bucket, while\n+\n  gs://my-bucket/instance-dir/*\n+\nwill match any objects in the `instance-dir` "directory" (since directories\naren\'t a first-class Cloud Storage concept) of `my-bucket`' , args : { name : "INPUT_PATH" , description : "List" , suggestions : [ ] , } , priority : 100 , } , { name : "--labels" , description : "List of label KEY=VALUE pairs to add.\n+\nKeys must start with a lowercase character and contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers. Values must contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers" , args : { name : "KEY=VALUE" , description : "Dict" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--max-worker-count" , description : "The maximum number of workers to be used for parallel processing. Defaults to 10 if not specified" , args : { name : "MAX_WORKER_COUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--model" , description : "Name of the model to use for prediction" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , } , { name : "--model-dir" , description : "Cloud Storage location where the model files are located" , args : { name : "MODEL_DIR" , description : "String" , suggestions : [ ] , } , } , { name : "--output-path" , description : "Cloud Storage path to which to save the output. Example: gs://my-bucket/output" , args : { name : "OUTPUT_PATH" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "The Compute Engine region to run the job in" , args : { name : "REGION" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--runtime-version" , description : "AI Platform runtime version for this job. Must be specified unless --master-image-uri is specified instead. It is defined in documentation along with the list of supported versions: https://cloud.google.com/ai-platform/prediction/docs/runtime-version-list" , args : { name : "RUNTIME_VERSION" , description : "String" , suggestions : [ ] , } , } , { name : "--signature-name" , description : 'Name of the signature defined in the SavedModel to use for\nthis job. Defaults to DEFAULT_SERVING_SIGNATURE_DEF_KEY in\nhttps://www.tensorflow.org/api_docs/python/tf/compat/v1/saved_model/signature_constants,\nwhich is "serving_default". Only applies to TensorFlow models' , args : { name : "SIGNATURE_NAME" , description : "String" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "JOB" , description : "Name of the batch prediction job" , isVariadic : false , } , } , { name : "training" , description : "Submit an AI Platform training job" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--async" , description : "(DEPRECATED) Display information about the operation in progress without waiting for the operation to complete. Enabled by default and can be omitted; use `--stream-logs` to run synchronously" , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--config" , description : 'Path to the job configuration file. This file should be a YAML document (JSON\nalso accepted) containing a Job resource as defined in the API (all fields are\noptional): https://cloud.google.com/ml/reference/rest/v1/projects.jobs\n+\nEXAMPLES:\n+\nJSON:\n+\n  {\n    "jobId": "my_job",\n    "labels": {\n      "type": "prod",\n      "owner": "alice"\n    },\n    "trainingInput": {\n      "scaleTier": "BASIC",\n      "packageUris": [\n        "gs://my/package/path"\n      ],\n      "region": "us-east1"\n    }\n  }\n+\nYAML:\n+\n  jobId: my_job\n  labels:\n    type: prod\n    owner: alice\n  trainingInput:\n    scaleTier: BASIC\n    packageUris:\n    - gs://my/package/path\n    region: us-east1\n+\n\n+\nIf an option is specified both in the configuration file **and** via command line\narguments, the command line arguments override the configuration file' , args : { name : "CONFIG" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--job-dir" , description : "Cloud Storage path in which to store training outputs and other data\nneeded for training.\n+\nThis path will be passed to your TensorFlow program as the `--job-dir` command-line\narg. The benefit of specifying this field is that AI Platform will validate\nthe path for use in training. However, note that your training program will need\nto parse the provided `--job-dir` argument.\n+\nIf packages must be uploaded and `--staging-bucket` is not provided, this path\nwill be used instead" , args : { name : "JOB_DIR" , description : "Functools:partial" , suggestions : [ ] , } , } , { name : "--kms-key" , description : "ID of the key or fully qualified identifier for the key" , args : { name : "KMS_KEY" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--kms-keyring" , description : "The KMS keyring of the key" , args : { name : "KMS_KEYRING" , description : "String" , suggestions : [ ] , } , } , { name : "--kms-location" , description : "The Cloud location for the key" , args : { name : "KMS_LOCATION" , description : "String" , suggestions : [ ] , } , } , { name : "--kms-project" , description : "The Cloud project for the key" , args : { name : "KMS_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--labels" , description : "List of label KEY=VALUE pairs to add.\n+\nKeys must start with a lowercase character and contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers. Values must contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers" , args : { name : "KEY=VALUE" , description : "Dict" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--master-accelerator" , description : "Hardware accelerator config for the master worker. Must specify\n   both the accelerator type (TYPE) for each server and the number of\n   accelerators to attach to each server (COUNT).\n+\n\n*type*::: Type of the accelerator. Choices are nvidia-tesla-a100,nvidia-tesla-k80,nvidia-tesla-p100,nvidia-tesla-p4,nvidia-tesla-t4,nvidia-tesla-v100,tpu-v2,tpu-v2-pod,tpu-v3,tpu-v3-pod\n+\n*count*::: Number of accelerators to attach to each machine running the job. Must be greater than 0.\n+" , args : { name : "MASTER_ACCELERATOR" , description : "Dict" , suggestions : [ ] , } , } , { name : "--master-image-uri" , description : "Docker image to run on each master worker. This image must be in Container Registry. Only one of `--master-image-uri` and `--runtime-version` must be specified" , args : { name : "MASTER_IMAGE_URI" , description : "String" , suggestions : [ ] , } , } , { name : "--master-machine-type" , description : "Specifies the type of virtual machine to use for training job's master worker.\n+\nYou must set this value when `--scale-tier` is set to `CUSTOM`" , args : { name : "MASTER_MACHINE_TYPE" , description : "String" , suggestions : [ ] , } , } , { name : "--module-name" , description : "Name of the module to run" , args : { name : "MODULE_NAME" , description : "String" , suggestions : [ ] , } , } , { name : "--package-path" , description : "Path to a Python package to build. This should point to a *local* directory\ncontaining the Python source for the job. It will be built using *setuptools*\n(which must be installed) using its *parent* directory as context. If the parent\ndirectory contains a `setup.py` file, the build will use that; otherwise,\nit will use a simple built-in one" , args : { name : "PACKAGE_PATH" , description : "String" , suggestions : [ ] , } , } , { name : "--packages" , description : "Path to Python archives used for training. These can be local paths\n(absolute or relative), in which case they will be uploaded to the Cloud\nStorage bucket given by `--staging-bucket`, or Cloud Storage URLs\n('gs://bucket-name/path/to/package.tar.gz')" , args : { name : "PACKAGE" , description : "List" , suggestions : [ ] , } , } , { name : "--parameter-server-accelerator" , description : "Hardware accelerator config for the parameter servers. Must specify\n   both the accelerator type (TYPE) for each server and the number of\n   accelerators to attach to each server (COUNT).\n+\n\n*type*::: Type of the accelerator. Choices are nvidia-tesla-a100,nvidia-tesla-k80,nvidia-tesla-p100,nvidia-tesla-p4,nvidia-tesla-t4,nvidia-tesla-v100,tpu-v2,tpu-v2-pod,tpu-v3,tpu-v3-pod\n+\n*count*::: Number of accelerators to attach to each machine running the job. Must be greater than 0.\n+" , args : { name : "PARAMETER_SERVER_ACCELERATOR" , description : "Dict" , suggestions : [ ] , } , } , { name : "--parameter-server-count" , description : "Number of parameter servers to use for the training job" , args : { name : "PARAMETER_SERVER_COUNT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , priority : 100 , } , { name : "--parameter-server-image-uri" , description : "Docker image to run on each parameter server. This image must be in Container Registry. If not specified, the value of `--master-image-uri` is used" , args : { name : "PARAMETER_SERVER_IMAGE_URI" , description : "String" , suggestions : [ ] , } , } , { name : "--parameter-server-machine-type" , description : "Type of virtual machine to use for training job's parameter servers. This flag must be specified if any of the other arguments in this group are specified machine to use for training job's parameter servers" , args : { name : "PARAMETER_SERVER_MACHINE_TYPE" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--python-version" , description : "Version of Python used during training. Choices are 3.7, 3.5, and 2.7.\nHowever, this value must be compatible with the chosen runtime version\nfor the job.\n+\nMust be used with a compatible runtime version:\n+\n* 3.7 is compatible with runtime versions 1.15 and later.\n* 3.5 is compatible with runtime versions 1.4 through 1.14.\n* 2.7 is compatible with runtime versions 1.15 and earlier" , args : { name : "PYTHON_VERSION" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Region of the machine learning training job to submit. If not specified, you may be prompted to select a region.\n+\nTo avoid prompting when this flag is omitted, you can set the\n``compute/region'' property:\n+\n  $ gcloud config set compute/region REGION\n+\nA list of regions can be fetched by running:\n+\n  $ gcloud compute regions list\n+\nTo unset the property, run:\n+\n  $ gcloud config unset compute/region\n+\nAlternatively, the region can be stored in the environment\nvariable ``CLOUDSDK_COMPUTE_REGION''" , args : { name : "REGION" , description : "String" , suggestions : [ ] , } , } , { name : "--runtime-version" , description : "AI Platform runtime version for this job. Must be specified unless --master-image-uri is specified instead. It is defined in documentation along with the list of supported versions: https://cloud.google.com/ai-platform/prediction/docs/runtime-version-list" , args : { name : "RUNTIME_VERSION" , description : "String" , suggestions : [ ] , } , } , { name : "--scale-tier" , description : "Specify the machine types, the number of replicas for workers, and parameter servers. _SCALE_TIER_ must be one of:\n+\n*basic*::: Single worker instance. This tier is suitable for learning how to use AI Platform, and for experimenting with new models using small datasets.\n*basic-gpu*::: Single worker instance with a GPU.\n*basic-tpu*::: Single worker instance with a Cloud TPU.\n*custom*::: CUSTOM tier is not a set tier, but rather enables you to use your own\ncluster specification. When you use this tier, set values to configure your\nprocessing cluster according to these guidelines (using the `--config` flag):\n+\n* You _must_ set `TrainingInput.masterType` to specify the type of machine to\n  use for your master node. This is the only required setting.\n* You _may_ set `TrainingInput.workerCount` to specify the number of workers to\n  use. If you specify one or more workers, you _must_ also set\n  `TrainingInput.workerType` to specify the type of machine to use for your\n  worker nodes.\n* You _may_ set `TrainingInput.parameterServerCount` to specify the number of\n  parameter servers to use. If you specify one or more parameter servers, you\n  _must_ also set `TrainingInput.parameterServerType` to specify the type of\n  machine to use for your parameter servers.  Note that all of your workers must\n  use the same machine type, which can be different from your parameter server\n  type and master type. Your parameter servers must likewise use the same\n  machine type, which can be different from your worker type and master type.\n*premium-1*::: Large number of workers with many parameter servers.\n*standard-1*::: Many workers and a few parameter servers.\n:::\n+" , args : { name : "SCALE_TIER" , description : "Googlecloudsdk.calliope.base:_ChoiceValueType" , suggestions : [ "basic" , "basic-gpu" , "basic-tpu" , "custom" , "premium-1" , "standard-1" , ] , } , } , { name : "--service-account" , description : "The email address of a service account to use when running the\ntraining appplication. You must have the `iam.serviceAccounts.actAs`\npermission for the specified service account. In addition, the AI Platform\nTraining Google-managed service account must have the\n`roles/iam.serviceAccountAdmin` role for the specified service account.\n[Learn more about configuring a service\naccount.](/ai-platform/training/docs/custom-service-account)\nIf not specified, the AI Platform Training Google-managed service account\nis used by default" , args : { name : "SERVICE_ACCOUNT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--staging-bucket" , description : "Bucket in which to stage training archives.\n+\nRequired only if a file upload is necessary (that is, other flags\ninclude local paths) and no other flags implicitly specify an upload\npath" , args : { name : "STAGING_BUCKET" , description : "Googlecloudsdk.api_lib.storage.storage_util:FromArgument" , suggestions : [ ] , } , } , { name : "--stream-logs" , description : "Block until job completion and stream the logs while the job runs.\n+\nNote that even if command execution is halted, the job will still run until cancelled with\n+\n    $ gcloud ai-platform jobs cancel JOB_ID" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--use-chief-in-tf-config" , description : 'Use "chief" role in the cluster instead of "master". This is required for TensorFlow 2.0 and newer versions. Unlike "master" node, "chief" node does not run evaluation' , args : { name : "USE_CHIEF_IN_TF_CONFIG" , description : "Googlecloudsdk.calliope.arg_parsers:ArgBoolean" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , { name : "--worker-accelerator" , description : "Hardware accelerator config for the worker nodes. Must specify\n   both the accelerator type (TYPE) for each server and the number of\n   accelerators to attach to each server (COUNT).\n+\n\n*type*::: Type of the accelerator. Choices are nvidia-tesla-a100,nvidia-tesla-k80,nvidia-tesla-p100,nvidia-tesla-p4,nvidia-tesla-t4,nvidia-tesla-v100,tpu-v2,tpu-v2-pod,tpu-v3,tpu-v3-pod\n+\n*count*::: Number of accelerators to attach to each machine running the job. Must be greater than 0.\n+" , args : { name : "WORKER_ACCELERATOR" , description : "Dict" , suggestions : [ ] , } , } , { name : "--worker-count" , description : "Number of worker nodes to use for the training job" , args : { name : "WORKER_COUNT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , priority : 100 , } , { name : "--worker-image-uri" , description : "Docker image to run on each worker node. This image must be in Container Registry. If not specified, the value of `--master-image-uri` is used" , args : { name : "WORKER_IMAGE_URI" , description : "String" , suggestions : [ ] , } , } , { name : "--worker-machine-type" , description : "Type of virtual machine to use for training job's worker nodes" , args : { name : "WORKER_MACHINE_TYPE" , description : "String" , suggestions : [ ] , } , priority : 100 , } , ] , args : [ { name : "JOB" , description : "Name of the job" , isVariadic : false , } , { name : "USER_ARGS" , description : "Additional user arguments to be forwarded to user code\n+\nThe '--' argument must be specified between gcloud specific args on the left and USER_ARGS on the right" , isVariadic : false , } , ] , } , ] , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "update" , description : "Update an AI Platform job" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--clear-labels" , description : 'Remove all labels. If `--update-labels` is also specified then\n`--clear-labels` is applied first.\n+\nFor example, to remove all labels:\n+\n    $ {command} --clear-labels\n+\nTo set the labels to exactly "foo" and "baz":\n+\n    $ {command} --clear-labels --update-labels foo=bar,baz=qux' , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--remove-labels" , description : "List of label keys to remove. If a label does not exist it is\nsilently ignored. If `--update-labels` is also specified then\n`--remove-labels` is applied first" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--update-labels" , description : "List of label KEY=VALUE pairs to update. If a label exists its value is modified, otherwise a new label is created.\n+\nKeys must start with a lowercase character and contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers. Values must contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers" , args : { name : "KEY=VALUE" , description : "Dict" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "JOB" , description : "Name of the job" , isVariadic : false , } , } , ] , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "local" , description : "AI Platform Local commands" , subcommands : [ { name : "predict" , description : "Run prediction locally" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--framework" , description : "ML framework used to train this version of the model. If not specified, defaults to 'tensorflow'. _FRAMEWORK_ must be one of: *scikit-learn*, *tensorflow*, *xgboost*" , args : { name : "FRAMEWORK" , description : "Googlecloudsdk.calliope.base:_ChoiceValueType" , suggestions : [ "scikit-learn" , "tensorflow" , "xgboost" ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--json-instances" , description : 'Path to a local file from which instances are read.\nInstances are in JSON format; newline delimited.\n+\nAn example of the JSON instances file:\n+\n    {"images": [0.0, ..., 0.1], "key": 3}\n    {"images": [0.0, ..., 0.1], "key": 2}\n    ...\n+\nThis flag accepts "-" for stdin' , args : { name : "JSON_INSTANCES" , description : "String" , suggestions : [ ] , } , } , { name : "--json-request" , description : 'Path to a local file containing the body of JSON request.\n+\nAn example of a JSON request:\n+\n    {\n      "instances": [\n        {"x": [1, 2], "y": [3, 4]},\n        {"x": [-1, -2], "y": [-3, -4]}\n      ]\n    }\n+\nThis flag accepts "-" for stdin' , args : { name : "JSON_REQUEST" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--model-dir" , description : "Path to the model" , args : { name : "MODEL_DIR" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--signature-name" , description : 'Name of the signature defined in the SavedModel to use for\nthis job. Defaults to DEFAULT_SERVING_SIGNATURE_DEF_KEY in\nhttps://www.tensorflow.org/api_docs/python/tf/compat/v1/saved_model/signature_constants,\nwhich is "serving_default". Only applies to TensorFlow models' , args : { name : "SIGNATURE_NAME" , description : "String" , suggestions : [ ] , } , } , { name : "--text-instances" , description : 'Path to a local file from which instances are read.\nInstances are in UTF-8 encoded text format; newline delimited.\n+\nAn example of the text instances file:\n+\n    107,4.9,2.5,4.5,1.7\n    100,5.7,2.8,4.1,1.3\n    ...\n+\nThis flag accepts "-" for stdin' , args : { name : "TEXT_INSTANCES" , description : "String" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "train" , description : "Run an AI Platform training job locally" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--distributed" , description : "Runs the provided code in distributed mode by providing cluster configurations as environment variables to subprocesses" , } , { name : "--evaluator-count" , description : "Number of evaluators with which to run. Ignored if --distributed is not specified. Default: 0" , args : { name : "EVALUATOR_COUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--job-dir" , description : "Cloud Storage path or local_directory in which to store training outputs and other data\nneeded for training.\n+\nThis path will be passed to your TensorFlow program as the `--job-dir` command-line\narg. The benefit of specifying this field is that AI Platform will validate\nthe path for use in training. However, note that your training program will need\nto parse the provided `--job-dir` argument" , args : { name : "JOB_DIR" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--module-name" , description : "Name of the module to run" , args : { name : "MODULE_NAME" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--package-path" , description : "Path to a Python package to build. This should point to a *local* directory\ncontaining the Python source for the job. It will be built using *setuptools*\n(which must be installed) using its *parent* directory as context. If the parent\ndirectory contains a `setup.py` file, the build will use that; otherwise,\nit will use a simple built-in one" , args : { name : "PACKAGE_PATH" , description : "String" , suggestions : [ ] , } , } , { name : "--parameter-server-count" , description : "Number of parameter servers with which to run. Ignored if --distributed is not specified. Default: 2" , args : { name : "PARAMETER_SERVER_COUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--start-port" , description : "Start of the range of ports reserved by the local cluster. This command will use\na contiguous block of ports equal to parameter-server-count + worker-count + 1.\n+\nIf --distributed is not specified, this flag is ignored" , args : { name : "START_PORT" , description : "Int" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , { name : "--worker-count" , description : "Number of workers with which to run. Ignored if --distributed is not specified. Default: 2" , args : { name : "WORKER_COUNT" , description : "String" , suggestions : [ ] , } , } , ] , args : { name : "USER_ARGS" , description : "Additional user arguments to be forwarded to user code. Any relative paths will\nbe relative to the *parent* directory of `--package-path`.\n+\n+\nThe '--' argument must be specified between gcloud specific args on the left and USER_ARGS on the right" , isVariadic : false , } , } , ] , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "models" , description : "AI Platform Models commands" , subcommands : [ { name : "add-iam-policy-binding" , description : "Add IAM policy binding for a model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--member" , description : "The member to add the binding for. Should be of the form `user|group|serviceAccount:email` or\n`domain:domain`.\n+\nExamples: `user:test-user@gmail.com`, `group:admins@example.com`,\n`serviceAccount:test123@example.domain.com`, or\n`domain:example.domain.com`.\n+\nCan also be one of the following special values:\n* `allUsers` - Special identifier that represents anyone who is on the internet,\n   with or without a Google account.\n* `allAuthenticatedUsers` - Special identifier that represents anyone who is\n   authenticated with a Google account or a service account" , args : { name : "MEMBER" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--role" , description : "Define the role of the member" , args : { name : "ROLE" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "MODEL" , description : "Name of the model" , isVariadic : false , } , } , { name : "create" , description : "Create a new AI Platform model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--description" , description : "Description of the model" , args : { name : "DESCRIPTION" , description : "String" , suggestions : [ ] , } , } , { name : "--enable-logging" , description : "If set, enables StackDriver Logging for online prediction. These logs are like standard server access logs, containing information such as timestamps and latency for each request" , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--labels" , description : "List of label KEY=VALUE pairs to add.\n+\nKeys must start with a lowercase character and contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers. Values must contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers" , args : { name : "KEY=VALUE" , description : "Dict" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nIf you specify this flag, do not specify `--regions`.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints" , args : { name : "REGION" , description : "String" , suggestions : [ ] , } , } , { name : "--regions" , description : "The Google Cloud region where the model will be deployed (currently only a\nsingle region is supported).\n+\nDefaults to 'us-central1'" , args : { name : "REGION" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "MODEL" , description : "Name of the model" , isVariadic : false , } , } , { name : "delete" , description : "Delete an existing AI Platform model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "MODEL" , description : "Name of the model" , isVariadic : false , } , } , { name : "describe" , description : "Describe an existing AI Platform model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "MODEL" , description : "Name of the model" , isVariadic : false , } , } , { name : "get-iam-policy" , description : "Get the IAM policy for a model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--filter" , description : "Apply a Boolean filter _EXPRESSION_ to each resource item to be listed.\nIf the expression evaluates `True`, then that item is listed. For more\ndetails and examples of filter expressions, run $ gcloud topic filters. This\nflag interacts with other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "EXPRESSION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--limit" , description : "Maximum number of resources to list. The default is *unlimited*.\nThis flag interacts with other flags that are applied in this order:\n*--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "LIMIT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--page-size" , description : "Some services group resource list output into pages. This flag specifies\nthe maximum number of resources per page. The default is determined by the\nservice if it supports paging, otherwise it is *unlimited* (no paging).\nPaging may be applied before or after *--filter* and *--limit* depending\non the service" , args : { name : "PAGE_SIZE" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--sort-by" , description : "Comma-separated list of resource field key names to sort by. The\ndefault order is ascending. Prefix a field with ``~'' for descending\norder on that field. This flag interacts with other flags that are applied\nin this order: *--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "FIELD" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "MODEL" , description : "ID of the model or fully qualified identifier for the model" , isVariadic : false , } , } , { name : "list" , description : "List existing AI Platform models" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--filter" , description : "Apply a Boolean filter _EXPRESSION_ to each resource item to be listed.\nIf the expression evaluates `True`, then that item is listed. For more\ndetails and examples of filter expressions, run $ gcloud topic filters. This\nflag interacts with other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "EXPRESSION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--limit" , description : "Maximum number of resources to list. The default is *unlimited*.\nThis flag interacts with other flags that are applied in this order:\n*--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "LIMIT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--page-size" , description : "Some services group resource list output into pages. This flag specifies\nthe maximum number of resources per page. The default is determined by the\nservice if it supports paging, otherwise it is *unlimited* (no paging).\nPaging may be applied before or after *--filter* and *--limit* depending\non the service" , args : { name : "PAGE_SIZE" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--sort-by" , description : "Comma-separated list of resource field key names to sort by. The\ndefault order is ascending. Prefix a field with ``~'' for descending\norder on that field. This flag interacts with other flags that are applied\nin this order: *--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "FIELD" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--uri" , description : "Print a list of resource URIs instead of the default output" , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "remove-iam-policy-binding" , description : "Remove IAM policy binding for a model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--member" , description : "The member to remove the binding for. Should be of the form `user|group|serviceAccount:email` or\n`domain:domain`.\n+\nExamples: `user:test-user@gmail.com`, `group:admins@example.com`,\n`serviceAccount:test123@example.domain.com`, or\n`domain:example.domain.com`.\n+\nCan also be one of the following special values:\n* `allUsers` - Special identifier that represents anyone who is on the internet,\n   with or without a Google account.\n* `allAuthenticatedUsers` - Special identifier that represents anyone who is\n   authenticated with a Google account or a service account" , args : { name : "MEMBER" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--role" , description : "The role to remove the member from" , args : { name : "ROLE" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "MODEL" , description : "ID of the model or fully qualified identifier for the model" , isVariadic : false , } , } , { name : "set-iam-policy" , description : "Set the IAM policy for a model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : [ { name : "MODEL" , description : "ID of the model or fully qualified identifier for the model" , isVariadic : false , } , { name : "POLICY_FILE" , description : "Path to a local JSON or YAML formatted file containing a valid policy.\n+\nThe output of the `get-iam-policy` command is a valid file, as is any\nJSON or YAML file conforming to the structure of a\n[Policy](https://cloud.google.com/iam/reference/rest/v1/Policy)" , isVariadic : false , } , ] , } , { name : "update" , description : "Update an existing AI Platform model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--clear-labels" , description : 'Remove all labels. If `--update-labels` is also specified then\n`--clear-labels` is applied first.\n+\nFor example, to remove all labels:\n+\n    $ {command} --clear-labels\n+\nTo set the labels to exactly "foo" and "baz":\n+\n    $ {command} --clear-labels --update-labels foo=bar,baz=qux' , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--description" , description : "Description of the model" , args : { name : "DESCRIPTION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--remove-labels" , description : "List of label keys to remove. If a label does not exist it is\nsilently ignored. If `--update-labels` is also specified then\n`--remove-labels` is applied first" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--update-labels" , description : "List of label KEY=VALUE pairs to update. If a label exists its value is modified, otherwise a new label is created.\n+\nKeys must start with a lowercase character and contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers. Values must contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers" , args : { name : "KEY=VALUE" , description : "Dict" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "MODEL" , description : "Name of the model" , isVariadic : false , } , } , ] , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "operations" , description : "Manage AI Platform operations" , subcommands : [ { name : "cancel" , description : "Cancel an AI Platform operation" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "OPERATION" , description : "Name of the operation" , isVariadic : false , } , } , { name : "describe" , description : "Describe an AI Platform operation" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "OPERATION" , description : "Name of the operation" , isVariadic : false , } , } , { name : "list" , description : "List existing AI Platform jobs" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--filter" , description : "Apply a Boolean filter _EXPRESSION_ to each resource item to be listed.\nIf the expression evaluates `True`, then that item is listed. For more\ndetails and examples of filter expressions, run $ gcloud topic filters. This\nflag interacts with other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "EXPRESSION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--limit" , description : "Maximum number of resources to list. The default is *unlimited*.\nThis flag interacts with other flags that are applied in this order:\n*--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "LIMIT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--page-size" , description : "Some services group resource list output into pages. This flag specifies\nthe maximum number of resources per page. The default is determined by the\nservice if it supports paging, otherwise it is *unlimited* (no paging).\nPaging may be applied before or after *--filter* and *--limit* depending\non the service" , args : { name : "PAGE_SIZE" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--sort-by" , description : "Comma-separated list of resource field key names to sort by. The\ndefault order is ascending. Prefix a field with ``~'' for descending\norder on that field. This flag interacts with other flags that are applied\nin this order: *--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "FIELD" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--uri" , description : "Print a list of resource URIs instead of the default output" , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "wait" , description : "Wait for an AI Platform operation to complete" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "OPERATION" , description : "Name of the operation" , isVariadic : false , } , } , ] , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "predict" , description : "Run AI Platform online prediction" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--json-instances" , description : 'Path to a local file from which instances are read.\nInstances are in JSON format; newline delimited.\n+\nAn example of the JSON instances file:\n+\n    {"images": [0.0, ..., 0.1], "key": 3}\n    {"images": [0.0, ..., 0.1], "key": 2}\n    ...\n+\nThis flag accepts "-" for stdin' , args : { name : "JSON_INSTANCES" , description : "String" , suggestions : [ ] , } , } , { name : "--json-request" , description : 'Path to a local file containing the body of JSON request.\n+\nAn example of a JSON request:\n+\n    {\n      "instances": [\n        {"x": [1, 2], "y": [3, 4]},\n        {"x": [-1, -2], "y": [-3, -4]}\n      ]\n    }\n+\nThis flag accepts "-" for stdin' , args : { name : "JSON_REQUEST" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--model" , description : "Name of the model" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--signature-name" , description : 'Name of the signature defined in the SavedModel to use for\nthis job. Defaults to DEFAULT_SERVING_SIGNATURE_DEF_KEY in\nhttps://www.tensorflow.org/api_docs/python/tf/compat/v1/saved_model/signature_constants,\nwhich is "serving_default". Only applies to TensorFlow models' , args : { name : "SIGNATURE_NAME" , description : "String" , suggestions : [ ] , } , } , { name : "--text-instances" , description : 'Path to a local file from which instances are read.\nInstances are in UTF-8 encoded text format; newline delimited.\n+\nAn example of the text instances file:\n+\n    107,4.9,2.5,4.5,1.7\n    100,5.7,2.8,4.1,1.3\n    ...\n+\nThis flag accepts "-" for stdin' , args : { name : "TEXT_INSTANCES" , description : "String" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "versions" , description : "AI Platform Versions commands" , subcommands : [ { name : "create" , description : "Create a new AI Platform version" , options : [ { name : "--accelerator" , description : "Manage the accelerator config for GPU serving. When deploying a model with\nCompute Engine Machine Types, a GPU accelerator may also\nbe selected.\n+\n*type*::: The type of the accelerator. Choices are 'nvidia-tesla-a100', 'nvidia-tesla-k80', 'nvidia-tesla-p100', 'nvidia-tesla-p4', 'nvidia-tesla-t4', 'nvidia-tesla-v100'.\n+\n*count*::: The number of accelerators to attach to each machine running the job.\n If not specified, the default value is 1. Your model must be specially designed\nto accommodate more than 1 accelerator per machine. To configure how many\nreplicas your model has, set the `manualScaling` or `autoScaling`\nparameters" , args : { name : "ACCELERATOR" , description : "Dict" , suggestions : [ ] , } , } , { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--async" , description : "Return immediately, without waiting for the operation in progress to\ncomplete" , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--config" , description : "Path to a YAML configuration file containing configuration parameters\nfor the\n[Version](https://cloud.google.com/ai-platform/prediction/docs/reference/rest/v1/projects.models.versions)\nto create.\n+\nThe file is in YAML format. Note that not all attributes of a version\nare configurable; available attributes (with example values) are:\n+\n    description: A free-form description of the version.\n    deploymentUri: gs://path/to/source\n    runtimeVersion: '2.1'\n    #  Set only one of either manualScaling or autoScaling.\n    manualScaling:\n      nodes: 10  # The number of nodes to allocate for this model.\n    autoScaling:\n      minNodes: 0  # The minimum number of nodes to allocate for this model.\n    labels:\n      user-defined-key: user-defined-value\n+\nThe name of the version must always be specified via the required\nVERSION argument.\n+\nOnly one of manualScaling or autoScaling can be specified. If both\nare specified in same yaml file an error will be returned.\n+\nIf an option is specified both in the configuration file and via\ncommand-line arguments, the command-line arguments override the\nconfiguration file" , args : { name : "CONFIG" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--description" , description : "Description of the version" , args : { name : "DESCRIPTION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--framework" , description : "ML framework used to train this version of the model. If not specified, defaults to 'tensorflow'. _FRAMEWORK_ must be one of: *scikit-learn*, *tensorflow*, *xgboost*" , args : { name : "FRAMEWORK" , description : "Googlecloudsdk.calliope.base:_ChoiceValueType" , suggestions : [ "scikit-learn" , "tensorflow" , "xgboost" ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--labels" , description : "List of label KEY=VALUE pairs to add.\n+\nKeys must start with a lowercase character and contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers. Values must contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers" , args : { name : "KEY=VALUE" , description : "Dict" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--machine-type" , description : "Type of machine on which to serve the model. Currently only applies to online prediction. For available machine types,\nsee https://cloud.google.com/ai-platform/prediction/docs/machine-types-online-prediction#available_machine_types" , args : { name : "MACHINE_TYPE" , description : "String" , suggestions : [ ] , } , } , { name : "--model" , description : "Name of the model" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--origin" , description : 'Location of ```model/``` "directory" (see\nhttps://cloud.google.com/ai-platform/prediction/docs/deploying-models#upload-model).\n+\nThis overrides `deploymentUri` in the `--config` file. If this flag is\nnot passed, `deploymentUri` *must* be specified in the file from\n`--config`.\n+\nCan be a Cloud Storage (`gs://`) path or local file path (no\nprefix). In the latter case the files will be uploaded to Cloud\nStorage and a `--staging-bucket` argument is required' , args : { name : "ORIGIN" , description : "String" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--python-version" , description : "Version of Python used when creating the version. Choices are 3.7, 3.5, and 2.7.\nHowever, this value must be compatible with the chosen runtime version\nfor the job.\n+\nMust be used with a compatible runtime version:\n+\n* 3.7 is compatible with runtime versions 1.15 and later.\n* 3.5 is compatible with runtime versions 1.4 through 1.14.\n* 2.7 is compatible with runtime versions 1.15 and earlier" , args : { name : "PYTHON_VERSION" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--runtime-version" , description : "AI Platform runtime version for this job. Must be specified unless --master-image-uri is specified instead. It is defined in documentation along with the list of supported versions: https://cloud.google.com/ai-platform/prediction/docs/runtime-version-list" , args : { name : "RUNTIME_VERSION" , description : "String" , suggestions : [ ] , } , } , { name : "--staging-bucket" , description : "Bucket in which to stage training archives.\n+\nRequired only if a file upload is necessary (that is, other flags\ninclude local paths) and no other flags implicitly specify an upload\npath" , args : { name : "STAGING_BUCKET" , description : "Googlecloudsdk.api_lib.storage.storage_util:FromArgument" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "VERSION" , description : "Name of the model version" , isVariadic : false , } , } , { name : "delete" , description : "Delete an existing AI Platform version" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--model" , description : "Name of the model" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "VERSION" , description : "Name of the model version" , isVariadic : false , } , } , { name : "describe" , description : "Describe an existing AI Platform version" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--model" , description : "Name of the model" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "VERSION" , description : "Name of the model version" , isVariadic : false , } , } , { name : "list" , description : "List existing AI Platform versions" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--filter" , description : "Apply a Boolean filter _EXPRESSION_ to each resource item to be listed.\nIf the expression evaluates `True`, then that item is listed. For more\ndetails and examples of filter expressions, run $ gcloud topic filters. This\nflag interacts with other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "EXPRESSION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--limit" , description : "Maximum number of resources to list. The default is *unlimited*.\nThis flag interacts with other flags that are applied in this order:\n*--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "LIMIT" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--model" , description : "Name of the model" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--page-size" , description : "Some services group resource list output into pages. This flag specifies\nthe maximum number of resources per page. The default is determined by the\nservice if it supports paging, otherwise it is *unlimited* (no paging).\nPaging may be applied before or after *--filter* and *--limit* depending\non the service" , args : { name : "PAGE_SIZE" , description : "Googlecloudsdk.calliope.arg_parsers:Parse" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--sort-by" , description : "Comma-separated list of resource field key names to sort by. The\ndefault order is ascending. Prefix a field with ``~'' for descending\norder on that field. This flag interacts with other flags that are applied\nin this order: *--flatten*, *--sort-by*, *--filter*, *--limit*" , args : { name : "FIELD" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--uri" , description : "Print a list of resource URIs instead of the default output" , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , { name : "set-default" , description : "Sets an existing AI Platform version as the default for its model" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--model" , description : "Name of the model" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , priority : 100 , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "VERSION" , description : "Name of the model version" , isVariadic : false , } , } , { name : "update" , description : "Update an AI Platform version" , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--clear-labels" , description : 'Remove all labels. If `--update-labels` is also specified then\n`--clear-labels` is applied first.\n+\nFor example, to remove all labels:\n+\n    $ {command} --clear-labels\n+\nTo set the labels to exactly "foo" and "baz":\n+\n    $ {command} --clear-labels --update-labels foo=bar,baz=qux' , } , { name : "--config" , description : "Path to a YAML configuration file containing configuration parameters\nfor the\n[version](https://cloud.google.com/ml/reference/rest/v1/projects.models.versions)\nto create.\n+\nThe file is in YAML format. Note that not all attributes of a version\nare configurable; available attributes (with example values) are:\n+\n    description: A free-form description of the version.\n    manualScaling:\n      nodes: 10  # The number of nodes to allocate for this model.\n    autoScaling:\n      minNodes: 0  # The minimum number of nodes to allocate for this model.\n+\nThe name of the version must always be specified via the required\nVERSION argument.\n+\nOnly one of manualScaling or autoScaling can be specified. If both\nare specified in same yaml file, an error will be returned.\n+\nLabels cannot currently be set in the config.yaml; please use\nthe command-line flags to alter them.\n+\nIf an option is specified both in the configuration file and via\ncommand-line arguments, the command-line arguments override the\nconfiguration file" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--description" , description : "Description of the version" , args : { name : "DESCRIPTION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--model" , description : "Model for the version" , args : { name : "MODEL" , description : "String" , suggestions : [ ] , } , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--region" , description : "Google Cloud region of the regional endpoint to use for this command.\nIf unspecified, the command uses the global endpoint of the AI Platform Training\nand Prediction API.\n+\nLearn more about regional endpoints and see a list of available regions:\n https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints\n+\n_REGION_ must be one of: *asia-east1*, *asia-northeast1*, *asia-southeast1*, *australia-southeast1*, *europe-west1*, *europe-west2*, *europe-west3*, *europe-west4*, *northamerica-northeast1*, *us-central1*, *us-east1*, *us-east4*, *us-west1*" , args : { name : "REGION" , description : "String" , suggestions : [ "asia-east1" , "asia-northeast1" , "asia-southeast1" , "australia-southeast1" , "europe-west1" , "europe-west2" , "europe-west3" , "europe-west4" , "northamerica-northeast1" , "us-central1" , "us-east1" , "us-east4" , "us-west1" , ] , } , } , { name : "--remove-labels" , description : "List of label keys to remove. If a label does not exist it is\nsilently ignored. If `--update-labels` is also specified then\n`--remove-labels` is applied first" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--update-labels" , description : "List of label KEY=VALUE pairs to update. If a label exists its value is modified, otherwise a new label is created.\n+\nKeys must start with a lowercase character and contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers. Values must contain only hyphens (`-`), underscores (```_```), lowercase characters, and numbers" , args : { name : "KEY=VALUE" , description : "Dict" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , args : { name : "VERSION" , description : "ID of the version or fully qualified identifier for the version" , isVariadic : false , } , } , ] , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" , ] , } , } , ] , } , ] , options : [ { name : "--account" , description : "Google Cloud Platform user account to use for invocation. Overrides the default *core/account* property value for this command invocation" , args : { name : "ACCOUNT" , description : "String" , suggestions : [ ] , } , } , { name : "--billing-project" , description : "The Google Cloud Platform project that will be charged quota for operations performed in gcloud. If you need to operate on one project, but need quota against a different project, you can use this flag to specify the billing project. If both `billing/quota_project` and `--billing-project` are specified, `--billing-project` takes precedence. Run `$ gcloud config set --help` to see more information about `billing/quota_project`" , args : { name : "BILLING_PROJECT" , description : "String" , suggestions : [ ] , } , } , { name : "--configuration" , description : "The configuration to use for this command invocation. For more\ninformation on how to use configurations, run:\n`gcloud topic configurations`.  You can also use the CLOUDSDK_ACTIVE_CONFIG_NAME environment\nvariable to set the equivalent of this flag for a terminal\nsession" , args : { name : "CONFIGURATION" , description : "String" , suggestions : [ ] , } , } , { name : "--flags-file" , description : "A YAML or JSON file that specifies a *--flag*:*value* dictionary.\nUseful for specifying complex flag values with special characters\nthat work with any command interpreter. Additionally, each\n*--flags-file* arg is replaced by its constituent flags. See\n$ gcloud topic flags-file for more information" , args : { name : "YAML_FILE" , description : "String" , suggestions : [ ] , } , } , { name : "--flatten" , description : "Flatten _name_[] output resource slices in _KEY_ into separate records\nfor each item in each slice. Multiple keys and slices may be specified.\nThis also flattens keys for *--format* and *--filter*. For example,\n*--flatten=abc.def* flattens *abc.def[].ghi* references to\n*abc.def.ghi*. A resource record containing *abc.def[]* with N elements\nwill expand to N records in the flattened output. This flag interacts\nwith other flags that are applied in this order: *--flatten*,\n*--sort-by*, *--filter*, *--limit*" , args : { name : "KEY" , description : "List" , suggestions : [ ] , } , } , { name : "--format" , description : "Set the format for printing command output resources. The default is a\ncommand-specific human-friendly output format. The supported formats\nare: `config`, `csv`, `default`, `diff`, `disable`, `flattened`, `get`, `json`, `list`, `multi`, `none`, `object`, `table`, `text`, `value`, `yaml`. For more details run $ gcloud topic formats" , args : { name : "FORMAT" , description : "String" , suggestions : [ ] , } , } , { name : "--help" , description : "Display detailed help" , } , { name : "--impersonate-service-account" , description : "For this gcloud invocation, all API requests will be made as the given service account instead of the currently selected account. This is done without needing to create, download, and activate a key for the account. In order to perform operations as the service account, your currently selected account must have an IAM role that includes the iam.serviceAccounts.getAccessToken permission for the service account. The roles/iam.serviceAccountTokenCreator role has this permission or you may create a custom role. Overrides the default *auth/impersonate_service_account* property value for this command invocation" , args : { name : "SERVICE_ACCOUNT_EMAIL" , description : "String" , suggestions : [ ] , } , } , { name : "--log-http" , description : "Log all HTTP server requests and responses to stderr. Overrides the default *core/log_http* property value for this command invocation" , } , { name : "--project" , description : "The Google Cloud Platform project ID to use for this invocation. If\nomitted, then the current project is assumed; the current project can\nbe listed using `gcloud config list --format='text(core.project)'`\nand can be set using `gcloud config set project PROJECTID`.\n+\n`--project` and its fallback `core/project` property play two roles\nin the invocation. It specifies the project of the resource to\noperate on. It also specifies the project for API enablement check,\nquota, and billing. To specify a different project for quota and\nbilling, use `--billing-project` or `billing/quota_project` property" , args : { name : "PROJECT_ID" , description : "String" , suggestions : [ ] , } , } , { name : "--quiet" , description : "Disable all interactive prompts when running gcloud commands. If input\nis required, defaults will be used, or an error will be raised.\nOverrides the default core/disable_prompts property value for this\ncommand invocation. This is equivalent to setting the environment\nvariable `CLOUDSDK_CORE_DISABLE_PROMPTS` to 1" , } , { name : "--trace-token" , description : "Token used to route traces of service requests for investigation of issues. Overrides the default *core/trace_token* property value for this command invocation" , args : { name : "TRACE_TOKEN" , description : "String" , suggestions : [ ] , } , } , { name : "--user-output-enabled" , description : "Print user intended output to the console. Overrides the default *core/user_output_enabled* property value for this command invocation. Use *--no-user-output-enabled* to disable" , } , { name : "--verbosity" , description : "Override the default verbosity for this command. Overrides the default *core/verbosity* property value for this command invocation. _VERBOSITY_ must be one of: *debug*, *info*, *warning*, *error*, *critical*, *none*" , args : { name : "VERBOSITY" , description : "String" , suggestions : [ "debug" , "info" , "warning" , "error" , "critical" , "none" ] , } , } , ] , } ; export default completionSpec ;