Cloudera AI Registry CLI Client
Cloudera AI Registry client is a command line tool (CLI) that can be used to interact to a Cloudera AI Registry server. It can be downloaded from any Cloudera AI Registry server <domain>/apiv2/cli/<os>. Here, <os> is either Linux, Darwin for Mac, or Windows based on the operating system the Cloudera AI Registry CLI is installed on.
The swagger CLI is downloaded from https://<domain>/apiv2/cli/<os>. The following are some of the example usage of CLI.
Usage
After you download the CLI and add it to the path, you can use the
modelregistrycli
commands.
modelregistrycli help
Usage:
modelregistrycli [command]
Available Commands:
completion Generate completion script
help Help about any command
operations
Flags:
--Authorization string
--config string config file path
--debug output debug logs
--dry-run do not send the request to server
-h, --help help for modelregistrycli
--hostname string hostname of the service (default "localhost")
--scheme string Choose from: [http] (default "http")Create a Model
Create an imported model
request
$ modelregistrycli --Authorization "Bearer nil" --hostname localhost:8188 operations CreateModel --body '{
"name": "tiny",
"createModelVersionRequestPayload": {
"metadata": {
"model_repo_type": "HF"
},
"downloadModelRepoRequest": {
"source": "HF",
"repo_id": "prajjwal1/bert-tiny"
}
}
}'
***Output:***
{"created_at":"2024-04-03T18:02:15.331Z","creator":{"user_name":"admin"},"description":"model to classify catAndDogClassifier","id":"1w6s-8m6t-ngdr-3qvr","model_versions":null,"name":"catAndDogClassifier","tags":[{"key":"cat","value":"1"}],"updated_at":"2024-04-03T18:02:15.331Z","visibility":"public"}
Get Models
$ modelregistrycli --Authorization "Bearer nil" --hostname localhost:8188 operations GetModels
***output***:
{"models":[{"created_at":"2024-04-03T18:02:15.331Z","creator":{"user_name":"admin"},"description":"model to classify catAndDogClassifier","id":"1w6s-8m6t-ngdr-3qvr","model_versions":null,"name":"catAndDogClassifier","tags":null,"updated_at":"2024-04-03T18:02:15.331Z","visibility":"public"},{"created_at":"2024-04-03T18:08:43.130Z","creator":{"user_name":"admin"},"description":"create request model request with model version example","id":"8fts-rgpn-r9xo-xlh0","model_versions":null,"name":"chain-classifier","tags":null,"updated_at":"2024-04-03T18:08:43.130Z","visibility":"public"}]}
Get Model by ID
$ modelregistrycli --Authorization "Bearer nil" --hostname localhost:8188 operations GetModel --model_id '8fts-rgpn-r9xo-xlh0'
{"created_at":"2024-04-03T18:08:43.130Z","creator":{"user_name":"admin"},"description":"create request model request with model version example","id":"8fts-rgpn-r9xo-xlh0","model_versions":[{"artifact_uri":"http://localhost:9000/8fts-rgpn-r9xo-xlh0/r5eg-m0gp-i4qs-8b07/model.tar.gz","created_at":"2024-04-03T18:08:43.132Z","model_id":"8fts-rgpn-r9xo-xlh0","notes":"create request model request with model version example","status":"REGISTERING","tags":[{"key":"chain","value":"2"}],"updated_at":"2024-04-03T18:08:43.132Z","user":{"user_name":"admin"},"version":1}],"name":"chain-classifier","tags":null,"updated_at":"2024-04-03T18:08:43.130Z","visibility":"public"}
