kedro.extras.transformers.memory_profiler.ProfileMemoryTransformer¶
-
class
kedro.extras.transformers.memory_profiler.
ProfileMemoryTransformer
[source]¶ A transformer that logs the maximum memory consumption during load and save calls.
Methods
load
(data_set_name, load)This method will be deprecated in Kedro 0.18.0 in favour of the Dataset Hooks before_dataset_loaded and after_dataset_loaded.
save
(data_set_name, save, data)This method will be deprecated in Kedro 0.18.0 in favour of the Dataset Hooks before_dataset_saved and after_dataset_saved.
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load
(data_set_name, load)[source]¶ This method will be deprecated in Kedro 0.18.0 in favour of the Dataset Hooks before_dataset_loaded and after_dataset_loaded.
Wrap the loading of a dataset. Call
load
to get the data from the data set / next transformer.- Parameters
data_set_name (
str
) – The name of the data set being loaded.load (
Callable
[[],Any
]) – A callback to retrieve the data being loaded from the data set / next transformer.
- Return type
Any
- Returns
The loaded data.
-
save
(data_set_name, save, data)[source]¶ This method will be deprecated in Kedro 0.18.0 in favour of the Dataset Hooks before_dataset_saved and after_dataset_saved.
Wrap the saving of a dataset. Call
save
to pass the data to the data set / next transformer.- Parameters
data_set_name (
str
) – The name of the data set being saved.save (
Callable
[[Any
],None
]) – A callback to pass the data being saved on to the data set / next transformer.data (
Any
) – The data being saved
- Return type
None
-