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  1. docs/en/docs/advanced/dataclasses.md

    ```{ .python .annotate hl_lines="1  5  8-11  14-17  23-25  28" }
    {!../../../docs_src/dataclasses/tutorial003.py!}
    ```
    
    1. We still import `field` from standard `dataclasses`.
    
    2. `pydantic.dataclasses` is a drop-in replacement for `dataclasses`.
    
    3. The `Author` dataclass includes a list of `Item` dataclasses.
    
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  2. docs/en/docs/tutorial/security/first-steps.md

    We can use **OAuth2** to build that with **FastAPI**.
    
    But let's save you the time of reading the full long specification just to find those little pieces of information you need.
    
    Let's use the tools provided by **FastAPI** to handle security.
    
    ## How it looks
    
    Let's first just use the code and see how it works, and then we'll come back to understand what's happening.
    
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  3. docs/en/docs/how-to/custom-request-and-route.md

    We can also use this same approach to access the request body in an exception handler.
    
    All we need to do is handle the request inside a `try`/`except` block:
    
    ```Python hl_lines="13  15"
    {!../../../docs_src/custom_request_and_route/tutorial002.py!}
    ```
    
    If an exception occurs, the`Request` instance will still be in scope, so we can read and make use of the request body when handling the error:
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  4. docs/en/docs/how-to/async-sql-encode-databases.md

        "completed": False,
    }
    ```
    
    but it doesn't have the `id` field.
    
    So we create a new `dict`, that contains the key-value pairs from `note.dict()` with:
    
    ```Python
    {**note.dict()}
    ```
    
    `**note.dict()` "unpacks" the key value pairs directly, so, `{**note.dict()}` would be, more or less, a copy of `note.dict()`.
    
    And then, we extend that copy `dict`, adding another key-value pair: `"id": last_record_id`:
    
    ```Python
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  5. docs/en/docs/tutorial/metadata.md

    ### Order of tags
    
    The order of each tag metadata dictionary also defines the order shown in the docs UI.
    
    For example, even though `users` would go after `items` in alphabetical order, it is shown before them, because we added their metadata as the first dictionary in the list.
    
    ## OpenAPI URL
    
    By default, the OpenAPI schema is served at `/openapi.json`.
    
    But you can configure it with the parameter `openapi_url`.
    
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  6. docs/en/docs/tutorial/extra-models.md

    So, if we create a Pydantic object `user_in` like:
    
    ```Python
    user_in = UserIn(username="john", password="secret", email="******@****.***")
    ```
    
    and then we call:
    
    ```Python
    user_dict = user_in.dict()
    ```
    
    we now have a `dict` with the data in the variable `user_dict` (it's a `dict` instead of a Pydantic model object).
    
    And if we call:
    
    ```Python
    print(user_dict)
    ```
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  7. docs/en/docs/tutorial/body-nested-models.md

        ```Python hl_lines="14"
        {!> ../../../docs_src/body_nested_models/tutorial002.py!}
        ```
    
    ## Set types
    
    But then we think about it, and realize that tags shouldn't repeat, they would probably be unique strings.
    
    And Python has a special data type for sets of unique items, the `set`.
    
    Then we can declare `tags` as a set of strings:
    
    === "Python 3.10+"
    
        ```Python hl_lines="12"
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  8. docs/en/docs/advanced/openapi-callbacks.md

    ## Write the callback documentation code
    
    This code won't be executed in your app, we only need it to *document* how that *external API* should look like.
    
    But, you already know how to easily create automatic documentation for an API with **FastAPI**.
    
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  9. docs/en/docs/advanced/websockets.md

    Or you might have a native mobile application that communicates with your WebSocket backend directly, in native code.
    
    Or you might have any other way to communicate with the WebSocket endpoint.
    
    ---
    
    But for this example, we'll use a very simple HTML document with some JavaScript, all inside a long string.
    
    This, of course, is not optimal and you wouldn't use it for production.
    
    In production you would have one of the options above.
    
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  10. docs/en/docs/advanced/path-operation-advanced-configuration.md

    Nevertheless, although we are not using the default integrated functionality, we are still using a Pydantic model to manually generate the JSON Schema for the data that we want to receive in YAML.
    
    Then we use the request directly, and extract the body as `bytes`. This means that FastAPI won't even try to parse the request payload as JSON.
    
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