CodeConfiguration Class
Code configuration for a scoring job.
- Inheritance
-
azure.ai.ml.entities._mixins.DictMixinCodeConfiguration
Constructor
CodeConfiguration(code: str | PathLike | None = None, scoring_script: str | PathLike | None = None)
Parameters
Name | Description |
---|---|
code
|
The code directory containing the scoring script. The code can be an Code object, an ARM resource ID of an existing code asset, a local path, or "http:", "https:", or "azureml:" url pointing to a remote location. Default value: None
|
scoring_script
|
The scoring script file path relative to the code directory. Default value: None
|
Examples
Creating a CodeConfiguration for a BatchDeployment.
from azure.ai.ml.entities import BatchDeployment, CodeConfiguration
deployment = BatchDeployment(
name="non-mlflow-deployment",
description="this is a sample non-mlflow deployment",
endpoint_name="my-batch-endpoint",
model=model,
code_configuration=CodeConfiguration(
code="configs/deployments/model-2/onlinescoring", scoring_script="score1.py"
),
environment="env",
compute="cpu-cluster",
instance_count=2,
max_concurrency_per_instance=2,
mini_batch_size=10,
output_file_name="predictions.csv",
)
Methods
get | |
has_key | |
items | |
keys | |
update | |
values |
get
get(key: Any, default: Any | None = None) -> Any
Parameters
Name | Description |
---|---|
key
Required
|
|
default
|
Default value: None
|
has_key
has_key(k: Any) -> bool
Parameters
Name | Description |
---|---|
k
Required
|
|
items
items() -> list
keys
keys() -> list
update
update(*args: Any, **kwargs: Any) -> None
values
values() -> list