Skip to main content

Type annotations for boto3.MachineLearning 1.13.26 service, generated by mypy-boto3-buider 2.0.3

Project description

mypy-boto3-machinelearning

PyPI - mypy-boto3-machinelearning PyPI - Python Version Docs

Type annotations for boto3.MachineLearning 1.13.26 service compatible with mypy, VSCode, PyCharm and other tools.

Generated by mypy-boto3-buider 2.0.3.

More information can be found on boto3-stubs page.

How to use

Make sure you have mypy installed and activated in your IDE.

Install boto3-stubs for MachineLearning service.

python -m pip install boto3-stubs[machinelearning]

# update installed packages index for automated type discovery
python -m mypy_boto3

Use boto3 with mypy_boto3_machinelearning in your project and enjoy type checking and auto-complete.

import boto3

from mypy_boto3_machinelearning import MachineLearningClient

# Now mypy can check if your code is valid.
client: MachineLearningClient = boto3.client("machinelearning")

# works for session as well
session = boto3.session.Session(region="us-west-1")
session_client: MachineLearningClient = session.client("machinelearning")



# Waiters are also supported

import mypy_boto3_machinelearning.waiter as machinelearning_waiters

batch_prediction_available_waiter: machinelearning_waiters.BatchPredictionAvailableWaiter = client.get_waiter("batch_prediction_available")
data_source_available_waiter: machinelearning_waiters.DataSourceAvailableWaiter = client.get_waiter("data_source_available")
evaluation_available_waiter: machinelearning_waiters.EvaluationAvailableWaiter = client.get_waiter("evaluation_available")
ml_model_available_waiter: machinelearning_waiters.MLModelAvailableWaiter = client.get_waiter("ml_model_available")


# Annotated paginators are included as well

import mypy_boto3_machinelearning.paginator as machinelearning_paginators

describe_batch_predictions_paginator: machinelearning_paginators.DescribeBatchPredictionsPaginator = client.get_paginator("describe_batch_predictions")
describe_data_sources_paginator: machinelearning_paginators.DescribeDataSourcesPaginator = client.get_paginator("describe_data_sources")
describe_evaluations_paginator: machinelearning_paginators.DescribeEvaluationsPaginator = client.get_paginator("describe_evaluations")
describe_ml_models_paginator: machinelearning_paginators.DescribeMLModelsPaginator = client.get_paginator("describe_ml_models")

Automated type discovery

mypy_boto3 package can generate index for mypy_boto3_machinelearning and other installed services.

# Run this command when you add or remove service packages
python -m mypy_boto3

Generated index provides overloads for boto3.client and boto3.service, boto3.Session.client and boto3.Session.resource functions, so explicit type annotations are not needed.

  • mypy supports function overloads as expected
  • PyCharm also supports function overloads, but consumes a lot of RAM, use carefully
  • VSCode does not currently support function overloads

Also, generated index allows you to import types from mypy_boto3:

# you can replace imports
import mypy_boto3_machinelearning as machinelearning
from mypy_boto3_machinelearning import MachineLearningClient

# with these
from mypy_boto3 import machinelearning
from mypy_boto3.machinelearning import MachineLearningClient

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

mypy-boto3-machinelearning-1.13.26.1.tar.gz (9.8 kB view hashes)

Uploaded Source

Built Distribution

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page