Merge pull request #348 from mlrun/marketplace-doc-gen-29b4ace

Marketplace update from marketplace-doc-gen-29b4ace

README.md

@@ -1,3 +1,67 @@
+### Change log [2024-03-12 12:15:15]
+1. Item Updated: `transcribe` (from version: `1.0.0` to `1.0.0`)
+2. Item Updated: `question_answering` (from version: `0.3.1` to `0.3.1`)
+3. Item Updated: `feature_selection` (from version: `1.4.0` to `1.4.0`)
+4. Item Updated: `v2_model_tester` (from version: `1.1.0` to `1.1.0`)
+5. Item Updated: `hugging_face_serving` (from version: `1.0.0` to `1.0.0`)
+6. Item Updated: `pii_recognizer` (from version: `0.2.0` to `0.2.0`)
+7. Item Updated: `stream_to_parquet` (from version: `1.1.0` to `1.1.0`)
+8. Item Updated: `coxph_test` (from version: `1.1.0` to `1.1.0`)
+9. Item Updated: `tf2_serving` (from version: `1.1.0` to `1.1.0`)
+10. Item Updated: `silero_vad` (from version: `1.1.0` to `1.1.0`)
+11. Item Updated: `describe_spark` (from version: `1.1.0` to `1.1.0`)
+12. Item Updated: `xgb_trainer` (from version: `1.1.1` to `1.1.1`)
+13. Item Updated: `bert_embeddings` (from version: `1.2.0` to `1.2.0`)
+14. Item Updated: `azureml_utils` (from version: `1.3.0` to `1.3.0`)
+15. Item Updated: `translate` (from version: `0.0.2` to `0.0.2`)
+16. Item Updated: `batch_inference` (from version: `1.7.0` to `1.7.0`)
+17. Item Updated: `describe` (from version: `1.2.0` to `1.2.0`)
+18. Item Updated: `pyannote_audio` (from version: `1.0.0` to `1.0.0`)
+19. Item Updated: `model_monitoring_stream` (from version: `1.1.0` to `1.1.0`)
+20. Item Updated: `tf2_serving_v2` (from version: `1.1.0` to `1.1.0`)
+21. Item Updated: `aggregate` (from version: `1.3.1` to `1.3.1`)
+22. Item Updated: `model_monitoring_batch` (from version: `1.1.0` to `1.1.0`)
+23. Item Updated: `batch_inference_v2` (from version: `2.5.0` to `2.5.0`)
+24. Item Updated: `v2_model_server` (from version: `1.1.0` to `1.1.0`)
+25. Item Updated: `describe_dask` (from version: `1.1.0` to `1.1.0`)
+26. Item Updated: `concept_drift_streaming` (from version: `1.1.0` to `1.1.0`)
+27. Item Updated: `load_dask` (from version: `1.1.0` to `1.1.0`)
+28. Item Updated: `validate_great_expectations` (from version: `1.1.0` to `1.1.0`)
+29. Item Updated: `pandas_profiling_report` (from version: `1.1.0` to `1.1.0`)
+30. Item Updated: `sklearn_classifier` (from version: `1.1.1` to `1.1.1`)
+31. Item Updated: `concept_drift` (from version: `1.1.0` to `1.1.0`)
+32. Item Updated: `snowflake_dask` (from version: `1.1.0` to `1.1.0`)
+33. Item Updated: `open_archive` (from version: `1.1.0` to `1.1.0`)
+34. Item Updated: `xgb_test` (from version: `1.1.1` to `1.1.1`)
+35. Item Updated: `virtual_drift` (from version: `1.1.0` to `1.1.0`)
+36. Item Updated: `test_classifier` (from version: `1.1.0` to `1.1.0`)
+37. Item Updated: `hugging_face_classifier_trainer` (from version: `0.1.0` to `0.1.0`)
+38. Item Updated: `model_server_tester` (from version: `1.1.0` to `1.1.0`)
+39. Item Updated: `huggingface_auto_trainer` (from version: `1.0.0` to `1.0.0`)
+40. Item Updated: `rnn_serving` (from version: `1.1.0` to `1.1.0`)
+41. Item Updated: `azureml_serving` (from version: `1.1.0` to `1.1.0`)
+42. Item Updated: `load_dataset` (from version: `1.2.0` to `1.2.0`)
+43. Item Updated: `github_utils` (from version: `1.1.0` to `1.1.0`)
+44. Item Updated: `gen_class_data` (from version: `1.2.0` to `1.2.0`)
+45. Item Updated: `xgb_custom` (from version: `1.1.0` to `1.1.0`)
+46. Item Updated: `sklearn_classifier_dask` (from version: `1.1.1` to `1.1.1`)
+47. Item Updated: `text_to_audio_generator` (from version: `1.1.0` to `1.1.0`)
+48. Item Updated: `arc_to_parquet` (from version: `1.4.1` to `1.4.1`)
+49. Item Updated: `slack_notify` (from version: `1.1.0` to `1.1.0`)
+50. Item Updated: `coxph_trainer` (from version: `1.1.0` to `1.1.0`)
+51. Item Updated: `structured_data_generator` (from version: `1.4.0` to `1.4.0`)
+52. Item Updated: `onnx_utils` (from version: `1.2.0` to `1.2.0`)
+53. Item Updated: `tf1_serving` (from version: `1.1.0` to `1.1.0`)
+54. Item Updated: `xgb_serving` (from version: `1.1.2` to `1.1.2`)
+55. Item Updated: `ingest` (from version: `1.1.0` to `1.1.0`)
+56. Item Updated: `churn_server` (from version: `1.1.0` to `1.1.0`)
+57. Item Updated: `send_email` (from version: `1.2.0` to `1.2.0`)
+58. Item Updated: `sql_to_file` (from version: `1.1.0` to `1.1.0`)
+59. Item Updated: `get_offline_features` (from version: `1.2.0` to `1.2.0`)
+60. Item Updated: `model_server` (from version: `1.1.0` to `1.1.0`)
+61. Item Updated: `auto_trainer` (from version: `1.7.0` to `1.7.0`)
+62. Item Updated: `feature_perms` (from version: `1.1.0` to `1.1.0`)
+
 ### Change log [2024-03-12 11:30:17]
 1. Item Updated: `transcribe` (from version: `1.0.0` to `1.0.0`)
 2. Item Updated: `question_answering` (from version: `0.3.1` to `0.3.1`)

functions/development/aggregate/1.3.1/src/README.md

@@ -0,0 +1,19 @@
+## Aggregate
+---
+Performs a Rolling Aggregate on the input data according to specifications.
+
+Given:
+- `df_artifact`: Input DataFrame
+- `keys`: Labels to work by 
+- `metrics`: List of metrics to perform the aggregate task on 
+- `labels`: List of labels to perform the label aggregate on 
+- `metric_aggs`: Array of aggregations to run on the metrics  
+  **ex:** `['mean', 'sum']`
+- `label_aggs`: Array of aggregations to run on the labels  
+  **ex:** `['max']`
+- `suffix`: A suffix to add to the aggregations (**ex:** '_daily')
+- `window`: Window size, can be `int` for number of rows, or in time interval string if timestamp index is available 
+- `center`: Perform aggregation on the sample at the window's center
+- `inplace`: 
+ - **True:** Returns only the newly aggregated data 
+ - **False:** Returns the newly aggregated data with the original dataset