modelRepoClient
Performs the OAuth2 authentication using oauthClientId and oauthClientSecret on oauthTokenUrl and sends the request to the server. Uploads the SavedModel received at the inport to the MLF Model Repo, if training was successful in the previous step. The server responds with the model repo upload status.
Configuration Parameters
|
Parameter |
Type |
Description |
|---|---|---|
|
oauthClientId |
string |
Client ID used for the OAuth2 authentication. |
|
oauthClientSecret |
string |
Client Secret used for the OAuth2 authentication. |
|
oauthTokenUrl |
string |
Url for the address where the OAuth2 authentication will be performed. |
|
modelRepoAPI |
string |
Url where the model is uploaded to and the upload status acquired |
|
modelName |
string |
Internal model identifier. If left blank it is the same as in modelRepoStatus. |
|
version |
string |
API Version |
| checkStatus | bool | Check if the header status from the input is "succeeded". Should be true when the input comes from a trainingCient. |
Input
|
Input |
Type |
Description |
|---|---|---|
|
config |
message |
Input to dynamically change the configurations. Only the message headers are considered. If a field has the same field as the config, it is overridden |
|
trainingStatus |
message |
Message headers correspond to training API response. Connection
with MLF Training Operator is expected. For example:
{"checkSum":null,"fileName":"","id":"","metaData":null,"modelName":"","modelStatus":"INACTIVE","namespace":"","statusCode":201,"trainingInfo":{"id":""},"uploadDate":"","version":"50"}
|
Output
|
Output |
Type |
Description |
|---|---|---|
|
modelRepoStatus |
message | The model repo upload status is in message headers. |