Functions — github.com/awslabs/sagemaker-deep-demand-forecast

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Functions37 in github.com/awslabs/sagemaker-deep-demand-forecast

⨍ Functions 37 ◇ Types & classes 2 ↳ Endpoints 1

↓ 3 callersFunctionevaluate

( model: Predictor, test_data: ListDataset, num_samples: int )

src/deep_demand_forecast/utils.py:20

↓ 3 callersFunctionget_logger

(config_path)

src/deep_demand_forecast/utils.py:14

↓ 3 callersFunctionload_multivariate_datasets

(path: Path)

src/deep_demand_forecast/data.py:7

↓ 2 callersMethodapply

(self)

src/preprocess/preprocess.py:32

↓ 2 callersFunctionmultivar_df

(ds)

src/deep_demand_forecast/monitor.py:17

↓ 2 callersFunctionsave

(model: Predictor, model_dir: str)

src/deep_demand_forecast/train.py:71

↓ 2 callersFunctiontrain

( dataset: TrainDatasets, output_dir: str, model_dir: str, context_length: int, prediction

src/deep_demand_forecast/train.py:24

↓ 1 callersMethod_max_normalize

(data, scale: float = None)

src/preprocess/preprocess.py:25

↓ 1 callersFunction_start_build

(session, project_name)

src/container_build/container_build.py:16

↓ 1 callersFunction_wait_for_build

(build_id, session, poll_seconds=10)

src/container_build/container_build.py:24

↓ 1 callersFunctioncreate_multivariate_datasets

(data_dir: str)

src/deep_demand_forecast/tests/test_integration.py:20

↓ 1 callersFunctiondelete_ecr_images

(repository_name)

cloudformation/solution-assistant/src/lambda_fn.py:80

↓ 1 callersFunctiondelete_s3_bucket

(bucket_name)

cloudformation/solution-assistant/src/lambda_fn.py:71

↓ 1 callersFunctiondelete_s3_objects

(bucket_name)

cloudformation/solution-assistant/src/lambda_fn.py:62

↓ 1 callersFunctiondelete_sagemaker_endpoint

(endpoint_name)

cloudformation/solution-assistant/src/lambda_fn.py:20

↓ 1 callersFunctiondelete_sagemaker_endpoint_config

(endpoint_config_name)

cloudformation/solution-assistant/src/lambda_fn.py:32

↓ 1 callersFunctiondelete_sagemaker_model

(model_name)

cloudformation/solution-assistant/src/lambda_fn.py:50

↓ 1 callersFunctionload_dataset

(dataset_name: str, path: Path)

src/preprocess/data_preprocessor.py:21

↓ 1 callersFunctionlog_stream

A generator for log items in a single stream. This will yield all the items that are available at the current moment. Args: client (b

src/container_build/logs.py:26

↓ 1 callersFunctionlogs_for_build

Display the logs for a given build, optionally tailing them until the build is complete. Args: build_id (str): The ID of the build to

src/container_build/logs.py:86

↓ 1 callersFunctionmain

(framework, region, version, instance_type)

src/preprocess/get_base_image.py:4

↓ 1 callersFunctionmodel_fn

(model_dir: str)

src/deep_demand_forecast/inference.py:22

↓ 1 callersFunctionrse

(agg_metrics: Dict[str, float], dataset: ListDataset)

src/deep_demand_forecast/metrics.py:7

↓ 1 callersMethodsave_datasets

(self, path, overwrite=True)

src/preprocess/preprocess.py:48

↓ 1 callersFunctionset_kernel_spec

(notebook_filepath, display_name, kernel_name)

scripts/set_kernelspec.py:5

↓ 1 callersFunctionstr2bool

bool: convert flag to boolean if it is string and return it else return its initial bool value

src/deep_demand_forecast/utils.py:33

↓ 1 callersFunctiontransform_fn

(model: Predictor, request_body: Any, content_type: Any, accept_type: Any)

src/deep_demand_forecast/inference.py:28

Method__init__

(self, datasets: TrainDatasets)

src/preprocess/preprocess.py:20

Functionbuild

(project_name, session=boto3.session.Session(), log=True)

src/container_build/container_build.py:7

Functioncreate_data_viz

(train_df, test_df, context_length, prediction_length, num_sample_ts)

src/deep_demand_forecast/monitor.py:45

Functionhandler

(event, context)

cloudformation/solution-assistant/src/lambda_fn.py:132

Functionon_create

(_, __)

cloudformation/solution-assistant/src/lambda_fn.py:11

Functionon_delete

(event, __)

cloudformation/solution-assistant/src/lambda_fn.py:109

Functionon_update

(_, __)

cloudformation/solution-assistant/src/lambda_fn.py:16

Functionprepare_data

(path: str)

src/deep_demand_forecast/monitor.py:32

Functiontest

(tmpdir)

src/deep_demand_forecast/tests/test_integration.py:26

Functiontest_max_normalize

()

src/preprocess/test_preprocess.py:9