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✨ Add support for disabling the separation of input and output JSON Schemas in OpenAPI with Pydantic v2 (#10145)
* 📝 Add docs for Separate OpenAPI Schemas for Input and Output * 🔧 Add new docs page to MkDocs config * ✨ Add separate_input_output_schemas parameter to FastAPI class * 📝 Add source examples for separating OpenAPI schemas * ✅ Add tests for separated OpenAPI schemas * 📝 Add source examples for Python 3.10, 3.9, and 3.7+ * 📝 Update docs for Separate OpenAPI Schemas with new multi-version examples * ✅ Add and update tests for different Python versions * ✅ Add tests for corner cases with separate_input_output_schemas * 📝 Update tutorial to use Union instead of Optional * 🐛 Fix type annotations * 🐛 Fix correct import in test * 💄 Add CSS to simulate browser windows for screenshots * ➕ Add playwright as a dev dependency to automate generating screenshots * 🔨 Add Playwright scripts to generate screenshots for new docs * 📝 Update docs, tweak text to match screenshots * 🍱 Add screenshots for new docs
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@@ -144,3 +144,39 @@ code {
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margin-top: 2em;
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margin-bottom: 2em;
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}
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/* Screenshots */
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/*
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Simulate a browser window frame.
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Inspired by Termynal's CSS tricks with modifications
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*/
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.screenshot {
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display: block;
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background-color: #d3e0de;
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border-radius: 4px;
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padding: 45px 5px 5px;
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position: relative;
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-webkit-box-sizing: border-box;
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box-sizing: border-box;
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}
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.screenshot img {
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display: block;
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border-radius: 2px;
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}
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.screenshot:before {
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content: '';
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position: absolute;
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top: 15px;
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left: 15px;
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display: inline-block;
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width: 15px;
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height: 15px;
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border-radius: 50%;
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/* A little hack to display the window buttons in one pseudo element. */
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background: #d9515d;
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-webkit-box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930;
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box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930;
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}
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@@ -0,0 +1,228 @@
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# Separate OpenAPI Schemas for Input and Output or Not
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When using **Pydantic v2**, the generated OpenAPI is a bit more exact and **correct** than before. 😎
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In fact, in some cases, it will even have **two JSON Schemas** in OpenAPI for the same Pydantic model, for input and output, depending on if they have **default values**.
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Let's see how that works and how to change it if you need to do that.
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## Pydantic Models for Input and Output
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Let's say you have a Pydantic model with default values, like this one:
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=== "Python 3.10+"
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```Python hl_lines="7"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py[ln:1-7]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py!}
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```
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</details>
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=== "Python 3.9+"
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```Python hl_lines="9"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py[ln:1-9]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py!}
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```
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</details>
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=== "Python 3.7+"
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```Python hl_lines="9"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py[ln:1-9]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py!}
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```
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</details>
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### Model for Input
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If you use this model as an input like here:
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=== "Python 3.10+"
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```Python hl_lines="14"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py[ln:1-15]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py!}
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```
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</details>
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=== "Python 3.9+"
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```Python hl_lines="16"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py[ln:1-17]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py!}
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```
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</details>
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=== "Python 3.7+"
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```Python hl_lines="16"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py[ln:1-17]!}
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# Code below omitted 👇
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```
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<details>
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<summary>👀 Full file preview</summary>
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```Python
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py!}
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```
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</details>
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...then the `description` field will **not be required**. Because it has a default value of `None`.
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### Input Model in Docs
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You can confirm that in the docs, the `description` field doesn't have a **red asterisk**, it's not marked as required:
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<div class="screenshot">
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<img src="/img/tutorial/separate-openapi-schemas/image01.png">
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</div>
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### Model for Output
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But if you use the same model as an output, like here:
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=== "Python 3.10+"
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```Python hl_lines="19"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py!}
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```
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=== "Python 3.9+"
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```Python hl_lines="21"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py!}
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```
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=== "Python 3.7+"
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```Python hl_lines="21"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py!}
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```
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...then because `description` has a default value, if you **don't return anything** for that field, it will still have that **default value**.
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### Model for Output Response Data
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If you interact with the docs and check the response, even though the code didn't add anything in one of the `description` fields, the JSON response contains the default value (`null`):
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<div class="screenshot">
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<img src="/img/tutorial/separate-openapi-schemas/image02.png">
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</div>
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This means that it will **always have a value**, it's just that sometimes the value could be `None` (or `null` in JSON).
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That means that, clients using your API don't have to check if the value exists or not, they can **asume the field will always be there**, but just that in some cases it will have the default value of `None`.
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The way to describe this in OpenAPI, is to mark that field as **required**, because it will always be there.
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Because of that, the JSON Schema for a model can be different depending on if it's used for **input or output**:
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* for **input** the `description` will **not be required**
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* for **output** it will be **required** (and possibly `None`, or in JSON terms, `null`)
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### Model for Output in Docs
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You can check the output model in the docs too, **both** `name` and `description` are marked as **required** with a **red asterisk**:
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<div class="screenshot">
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<img src="/img/tutorial/separate-openapi-schemas/image03.png">
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</div>
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### Model for Input and Output in Docs
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And if you check all the available Schemas (JSON Schemas) in OpenAPI, you will see that there are two, one `Item-Input` and one `Item-Output`.
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For `Item-Input`, `description` is **not required**, it doesn't have a red asterisk.
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But for `Item-Output`, `description` is **required**, it has a red asterisk.
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<div class="screenshot">
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<img src="/img/tutorial/separate-openapi-schemas/image04.png">
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</div>
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With this feature from **Pydantic v2**, your API documentation is more **precise**, and if you have autogenerated clients and SDKs, they will be more precise too, with a better **developer experience** and consistency. 🎉
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## Do not Separate Schemas
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Now, there are some cases where you might want to have the **same schema for input and output**.
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Probably the main use case for this is if you already have some autogenerated client code/SDKs and you don't want to update all the autogenerated client code/SDKs yet, you probably will want to do it at some point, but maybe not right now.
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In that case, you can disable this feature in **FastAPI**, with the parameter `separate_input_output_schemas=False`.
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=== "Python 3.10+"
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```Python hl_lines="10"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial002_py310.py!}
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```
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=== "Python 3.9+"
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```Python hl_lines="12"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial002_py39.py!}
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```
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=== "Python 3.7+"
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```Python hl_lines="12"
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{!> ../../../docs_src/separate_openapi_schemas/tutorial002.py!}
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```
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### Same Schema for Input and Output Models in Docs
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And now there will be one single schema for input and output for the model, only `Item`, and it will have `description` as **not required**:
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<div class="screenshot">
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<img src="/img/tutorial/separate-openapi-schemas/image05.png">
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</div>
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This is the same behavior as in Pydantic v1. 🤓
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@@ -176,6 +176,7 @@ nav:
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- how-to/custom-request-and-route.md
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- how-to/conditional-openapi.md
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- how-to/extending-openapi.md
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- how-to/separate-openapi-schemas.md
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- how-to/custom-docs-ui-assets.md
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- how-to/configure-swagger-ui.md
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- project-generation.md
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