# mypy-boto3-personalize
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Type annotations for
[boto3.Personalize 1.14.34](https://boto3.amazonaws.com/v1/documentation/api/1.14.34/reference/services/personalize.html#Personalize) service
compatible with [mypy](https://github.com/python/mypy), [VSCode](https://code.visualstudio.com/),
[PyCharm](https://www.jetbrains.com/pycharm/) and other tools.
Generated by [mypy-boto3-buider 2.2.0](https://github.com/vemel/mypy_boto3_builder).
More information can be found on [boto3-stubs](https://pypi.org/project/boto3-stubs/) page.
## How to install
Make sure you have [mypy](https://github.com/python/mypy) installed and activated in your IDE.
Install `boto3-stubs` for `Personalize` service.
```bash
python -m pip install boto3-stubs[personalize]
```
## How to use
### Client annotations
`PersonalizeClient` provides annotations for `boto3.client("personalize")`.
```python
import boto3
from mypy_boto3_personalize import PersonalizeClient
from mypy_boto3_personalize.paginator import (
ListBatchInferenceJobsPaginator,
ListCampaignsPaginator,
ListDatasetGroupsPaginator,
ListDatasetImportJobsPaginator,
ListDatasetsPaginator,
ListEventTrackersPaginator,
ListRecipesPaginator,
ListSchemasPaginator,
ListSolutionsPaginator,
ListSolutionVersionsPaginator,
)
from mypy_boto3_personalize.type_defs import AlgorithmImageTypeDef, ...
client: PersonalizeClient = boto3.client("personalize")
# now client usage is checked by mypy and IDE should provide code auto-complete
# works for session as well
session = boto3.session.Session(region="us-west-1")
session_client: PersonalizeClient = session.client("personalize")
```
### Paginators annotations
`mypy_boto3_personalize.paginator` module contains type annotations for all paginators.
```python
client: PersonalizeClient = boto3.client("personalize")
# Explicit type annotations are optional here
# Type should be correctly discovered by mypy and IDEs
# VSCode requires explicit type annotations
list_batch_inference_jobs_paginator: ListBatchInferenceJobsPaginator = client.get_paginator("list_batch_inference_jobs")
list_campaigns_paginator: ListCampaignsPaginator = client.get_paginator("list_campaigns")
list_dataset_groups_paginator: ListDatasetGroupsPaginator = client.get_paginator("list_dataset_groups")
list_dataset_import_jobs_paginator: ListDatasetImportJobsPaginator = client.get_paginator("list_dataset_import_jobs")
list_datasets_paginator: ListDatasetsPaginator = client.get_paginator("list_datasets")
list_event_trackers_paginator: ListEventTrackersPaginator = client.get_paginator("list_event_trackers")
list_recipes_paginator: ListRecipesPaginator = client.get_paginator("list_recipes")
list_schemas_paginator: ListSchemasPaginator = client.get_paginator("list_schemas")
list_solution_versions_paginator: ListSolutionVersionsPaginator = client.get_paginator("list_solution_versions")
list_solutions_paginator: ListSolutionsPaginator = client.get_paginator("list_solutions")
```
### Typed dictionations
`mypy_boto3_personalize.type_defs` module contains structures and shapes assembled
to typed dictionaries for additional type checking.
```python
def get_structure() -> AlgorithmImageTypeDef:
return {
...
}
```
## Dynamic type annotations
`mypy_boto3` command generates `boto3.client/resource` type annotations for
`mypy_boto3_personalize` and other installed services.
```bash
# Run this command after you add or remove service packages
python -m mypy_boto3
```
Generated type annotations provide overloads for `boto3.client` and `boto3.resource`,
`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 if you have many services installed
- `VSCode` does not currently support function overloads, use explicit type annotations
```python
# Type is discovered correctly by mypy and PyCharm
# VSCode still needs explicit type annotations
client = boto3.client("personalize")
session_client = boto3.Session().client("personalize")
```
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