| add_jumpstart_tags | Add custom tags to JumpStart models, return the updated tags. |
| add_single_jumpstart_tag | Adds "tag_key" to "curr_tags" if "uri" corresponds to a... |
| And | And operator class for filtering JumpStart content. |
| ApiObject | A Python class representation of a boto API object. |
| base_from_name | Extract the base name of the resource name (for use with... |
| base_name_from_image | Extract the base name of the image to use as the 'algorithm... |
| BatchStrategy | BatchStrategy class |
| BooleanValues | Enum class for boolean values. |
| build_dict | Return a dict of key and value pair if value is not None,... |
| cls_help | Helper function to return help documentation for sagemaker R6... |
| common_variables | Core variables |
| CompilationInput | CompilationInput |
| Constant | Constant operator class for filtering JumpStart content. |
| container_def | Create a definition for executing a container as part of a... |
| copy_directory_structure | Creates intermediate directory structure for relative_path. |
| CreateModelInput | CreateModelInput |
| create_tar_file | Create a tar file containing all the source_files |
| DataSource | DataSource class |
| deprecated_function | Wrap a function with a deprecation warning. |
| DeprecatedJumpStartModelError | Exception raised when trying to access a JumpStart model... |
| dot-append_project_tags | Appends the project tag to the list of tags, if it exists. |
| dot-aws_partition | Given a region name (ex: "cn-north-1"), return the... |
| dot-download_files_under_prefix | Download all S3 files which match the given prefix |
| dot-generate_jumpstart_model_versions | Generate models for JumpStart, and optionally apply filters... |
| dot-JumpStartModelsAccessor | JumpStartModelsAccessor class |
| dot-pull_image | Invokes the docker pull command for the given image. |
| dot-region_supports_debugger | Returns boolean indicating whether the region supports Amazon... |
| dot-region_supports_profiler | Returns bool indicating whether region supports Amazon... |
| dot-SageMakerContainer | Handle the lifecycle and configuration of a local container... |
| dot-SageMakerSettings | SageMakerSettings class |
| dot-validate_payload_size | Check if a payload is within the size in MB threshold. |
| dot-validate_smdataparallel_args | Check if request is using unsupported arguments. |
| download_file | Download a Single File from S3 into a local path |
| download_file_from_url | Download a Single File from S3 into a local path |
| download_folder | Download a folder from S3 to a local path |
| Element | Class describes the values in the cache. |
| Enum | Create Enum "like" environments |
| evaluate_filter_expression | Evaluates model filter with cached model spec value, returns... |
| extract_framework_task_model | Parse the model ID, return a tuple framework, task,... |
| file_input | Amazon SageMaker channel configuration for FILE data sources,... |
| FileSystemInput | Amazon SageMaker channel configurations for file system data... |
| FilterOperators | Enum class for filter operators for JumpStart models. |
| format_class | Format of R6 classes |
| framework_name_from_image | Extract the framework and Python version from the image name. |
| framework_version_from_tag | Extract the framework version from the image tag. |
| get_batch_strategy_instance | Return an Instance of... |
| get_config_value | Placeholder |
| get_data_source_instance | Return an Instance of... |
| get_execution_role | Return the role ARN whose credentials are used to call the... |
| get_formatted_manifest | Returns formatted manifest dictionary from raw manifest. |
| get_jumpstart_base_name_if_jumpstart_model | Return default JumpStart base name if a URI belongs to... |
| get_jumpstart_content_bucket | Returns regionalized content bucket name for JumpStart. |
| get_jumpstart_launched_regions_message | Returns formatted string indicating where JumpStart is... |
| get_model_package_args | Get arguments for create_model_package method. |
| get_model_url | Retrieve web url describing pretrained model. |
| get_mp_parameters | Get the model parallelism parameters provided by the user. |
| get_sagemaker_version | Returns sagemaker library version. |
| get_short_version | Return short version in the format of x.x |
| get_splitter_instance | Return an Instance of :class:'sagemaker.local.data.Splitter'. |
| get_tag_value | Return the value of a tag whose key matches the given... |
| git_clone_repo | Clone Sagemaker repositories by calling git |
| HyperparameterValidationMode | Possible modes for validating hyperparameters. |
| Identity | Identity operator class for filtering JumpStart content. |
| ImageUris | ImageUris Class |
| initProtoBuf | Initialise ProtoBuf |
| is_jumpstart_model_input | Determines if 'model_id' and 'version' input are for... |
| is_jumpstart_model_uri | Returns True if URI corresponds to a JumpStart-hosted model. |
| islistempty | Check if list is empty |
| is_list_named | Check if list is named |
| is.s3_uri | validation check of s3 uri |
| IsSubR6Class | Checks is R6 is a sub class |
| is_tarfile | Check if file is tar archived or not. |
| JumpStartCachedS3ContentKey | JumpStartCachedS3ContentKey class |
| JumpStartCachedS3ContentValue | JumpStartCachedS3ContentValue class |
| JumpStartDataHolderType | Base class for many JumpStart types. |
| JumpStartECRSpecs | Data class for JumpStart ECR specs. |
| JumpStartEnvironmentVariable | JumpStartEnvironmentVariable class |
| JumpStartHyperparameter | JumpStartHyperparameter class |
| JumpStartHyperparametersError | Exception raised for bad hyperparameters of a JumpStart... |
| JumpStartLaunchedRegionInfo | Data class for launched region info. |
| JumpStartModelHeader | Data class JumpStart model header. |
| JumpStartModelsCache | Class that implements a cache for JumpStart models manifests... |
| JumpStartModelSpecs | JumpStartModelSpecs class |
| JumpStartS3FileType | Type of files published in JumpStart S3 distribution buckets. |
| JumpStartScriptScope | Enum class for JumpStart script scopes. |
| JumpStartTag | Enum class for tag keys to apply to JumpStart models. |
| JumpStartVersionedModelId | JumpStartVersionedModelId class |
| LineSplitter | Split records by new line. |
| list_jumpstart_frameworks | List frameworks for JumpStart, and optionally apply filters... |
| list_jumpstart_scripts | List scripts for JumpStart, and optionally apply filters to... |
| list_jumpstart_tasks | List tasks for JumpStart, and optionally apply filters to... |
| LocalFileDataSource | LocalFileDataSource class |
| LocalSagemakerClient | A SageMakerClient that implements the API calls locally. |
| LocalSagemakerRuntimeClient | A SageMaker Runtime client that calls a local endpoint only. |
| LocalSession | A SageMaker "Session" class for Local Mode. |
| log_stream | Format logging streams from aws cloud watch |
| LRUCache | Class that implements LRU cache with expiring items. |
| model_code_key_prefix | Returns the s3 key prefix for uploading code during model... |
| ModelFilter | Data holder class to store model filters. |
| ModelFramework | Enum class for JumpStart model framework. |
| move_to_destination | Move source to destination. |
| MultiRecordStrategy | Feed multiple records at a time for batch inference. |
| name_from_base | Append a timestamp to the provided string. |
| name_from_image | Create a training job name based on the image name and a... |
| NoneSplitter | NoneSplitter class |
| Not | Not operator class for filtering JumpStart content. |
| Operand | Operand class for filtering JumpStart content. |
| Operator | Operator class for filtering JumpStart content. |
| Or | Or operator class for filtering JumpStart content. |
| parse_filter_string | Parse filter string and return a serialized "ModelFilter"... |
| parse_s3 | split s3 uri |
| parse_sagemaker_version | Returns sagemaker library version. This should only be called... |
| PawsFunctions | PawsFunctions class |
| PawsSession | PawsSession Class create connection to AWS utilizing paws. |
| pipeline_container_def | Create a definition for executing a pipeline of containers as... |
| pkg_method | Get methods from other packages |
| production_variant | Create a production variant description suitable for use in a... |
| python_deprecation_warning | Raise warning for deprecated python versions |
| read_records_io | read_records_io |
| Record | Record class |
| RecordIOSplitter | Split using Amazon Recordio. |
| recursive_copy | A wrapper around distutils.dir_util.copy_tree. |
| regional_hostname | Get the AWS endpoint specific for the given region. |
| remove_arg | Checks if the deprecated argument is populated. |
| removed_kwargs | Checks if the deprecated argument is in kwargs |
| removed_warning | Raise a warning for a no-op in sagemaker>=2 |
| renamed_kwargs | Checks if the deprecated argument is in kwargs |
| renamed_warning | Raise a warning for a rename in sagemaker>=2 |
| repack_model | Unpack model tarball and creates a new model tarball with the... |
| retries | Retries until max retry count is reached. |
| retry_api_call | If api call fails retry call |
| rsplit | Split string from the right |
| S3DataSource | Defines a data source given by a bucket and S3 prefix. |
| S3Downloader | S3Downloader |
| s3_path_join | Creates S3 uri paths |
| S3Uploader | S3Uploader Class |
| sagemaker.core-package | r6 sagemaker: this is just a placeholder |
| SagemakerError | SagemakerError |
| sagemaker_log_layout | Set format for SageMaker |
| sagemaker_short_timestamp | Return a timestamp that is relatively short in length |
| sagemaker_timestamp | Return a timestamp with millisecond precision. |
| secondary_training_status_changed | Returns true if training job's secondary status message has... |
| secondary_training_status_message | Returns a string contains last modified time and the... |
| Session | Sagemaker Session Class |
| ShuffleConfig | ShuffleConfig Class |
| SingleRecordStrategy | Feed a single record at a time for batch inference. |
| SpecialSupportedFilterKeys | Enum class for special supported filter keys. |
| split_str | split string |
| Splitter | Splitter class |
| sts_regional_endpoint | Get the AWS STS endpoint specific for the given region. |
| tag_key_in_array | Returns True if "tag_key" is in the "tag_array". |
| tar_and_upload_dir | Package source files and uploads a compress tar file to S3. |
| TrainingInput | Create a definition for input data used by an SageMaker... |
| TransformInput | TransformInput |
| unique_name_from_base | Create a unique name from base str |
| update_inference_tags_with_jumpstart_training_tags | Updates the tags for the "sagemaker.model.Model.deploy"... |
| UploadedCode | sagemaker.fw_utils.UserCode: An object containing the S3... |
| validate_hyperparameters | Validate hyperparameters for JumpStart models. |
| validate_mp_config | Validate the configuration dictionary for model parallelism. |
| validate_smdistributed | Check if smdistributed strategy is correctly invoked by the... |
| validate_source_dir | Validate that the source directory exists and it contains the... |
| validate_version_or_image_args | Checks if version or image arguments are specified. |
| VariableScope | Possible value of the "scope" attribute for a hyperparameter... |
| VariableTypes | Possible types for hyperparameters and environment variables. |
| verify_model_region_and_return_specs | Verifies that an acceptable model_id, version, scope, and... |
| vpc_configuration_env | Vpc Configuration environment list |
| vpc_from_list | Extracts subnets and security group ids as lists from a... |
| vpc_sanitize | Checks VpcConfig |
| vpc_to_list | Convert subnet and security groups in to vpc list |
| VulnerableJumpStartModelError | Exception raised when trying to access a JumpStart model... |
| warn_if_parameter_server_with_multi_gpu | Warn the user that training will not fully leverage all the... |
| write_bin | Write large raw connections in chunks |
| write_matrix_to_dense_tensor | write_matrix_to_dense_tensor |
| write_spmatrix_to_sparse_tensor | write_spmatrix_to_sparse_tensor |
