Environment¶
Model library¶
The only necessary environment variable to set to use modelkit is the assets directory MODELKIT_ASSETS_DIR it has to be a valid local directory.
AssetsManager settings¶
The parameters necessary to instantiate an AssetsManager can all be read from environment variables, or provided when initializing the AssetsManager.
| Environment variable | Default value | Parameter | Notes |
|---|---|---|---|
MODELKIT_STORAGE_PROVIDER |
gcs |
storage_provider |
gcs (default), s3, az or local |
MODELKIT_STORAGE_BUCKET |
None | bucket |
Bucket in which data is stored |
MODELKIT_STORAGE_PREFIX |
modelkit-assets |
prefix |
Objects prefix |
MODELKIT_STORAGE_TIMEOUT_S |
300 |
timeout_s |
max time when retrying storage downloads |
MODELKIT_ASSETS_TIMEOUT_S |
10 |
timeout |
file lock timeout when downloading assets |
More settings can be passed in order to configure the driver itself, see the storage provider documentation for more information