### <a href="https://marshmallow.readthedocs.io/en/3.0/" target="_blank">Marshmallow</a>
-One of the main features needed by API systems is data "<abbr title="also called marshalling, convertion">serialization</abbr>" which is taking data from the code (Python) and converting it into something that can be sent through the network. For example, converting an object containing data from a database into a JSON object. Converting `datetime` objects into strings, etc.
+One of the main features needed by API systems is data "<abbr title="also called marshalling, conversion">serialization</abbr>" which is taking data from the code (Python) and converting it into something that can be sent through the network. For example, converting an object containing data from a database into a JSON object. Converting `datetime` objects into strings, etc.
Another big feature needed by APIs is data validation, making sure that the data is valid, given certain parameters. For example, that some field is an `int`, and not some random string. This is especially useful for incoming data.
!!! check "**FastAPI** recommends it as"
The main web server to run **FastAPI** applications.
- You can combine it with Gunicorn, to have an asynchronous multiprocess server.
+ You can combine it with Gunicorn, to have an asynchronous multi-process server.
Check more details in the <a href="/deployment/" target="_blank">Deployment</a> section.
This is in contrast to the functions that FastAPI calls for you: *path operation functions* and dependencies.
-If your utility funciton is a normal function with `def`, it will be called directly (as you write it in your code), not in a threadpool, if the function is created with `async def` then you should await for that function when you call it in your code.
+If your utility function is a normal function with `def`, it will be called directly (as you write it in your code), not in a threadpool, if the function is created with `async def` then you should await for that function when you call it in your code.
---
Many of the tutorials have blocks of code.
-In most of the cases, these blocks of code are actual complete applicactions that can be run as is.
+In most of the cases, these blocks of code are actual complete applications that can be run as is.
In fact, those blocks of code are not written inside the Markdown, they are Python files in the `./docs/src/` directory.
* It goes encrypted, but the encrypted contents are the same HTTP protocol.
-It is a common practice to have one program/HTTP server runing in the server (the machine, host, etc) and managing all the HTTPS parts, sending the decrypted HTTP requests to the actual HTTP application running in the same server (the **FastAPI** application, in this case), take the HTTP response from the application, encrypt it using the appropriate certificate and sending it back to the client using HTTPS. This server is ofter called a <a href="https://en.wikipedia.org/wiki/TLS_termination_proxy" target="_blank">TLS Termination Proxy</a>.
+It is a common practice to have one program/HTTP server running in the server (the machine, host, etc) and managing all the HTTPS parts, sending the decrypted HTTP requests to the actual HTTP application running in the same server (the **FastAPI** application, in this case), take the HTTP response from the application, encrypt it using the appropriate certificate and sending it back to the client using HTTPS. This server is ofter called a <a href="https://en.wikipedia.org/wiki/TLS_termination_proxy" target="_blank">TLS Termination Proxy</a>.
### Let's Encrypt
### Editor support
-All the framework was designed to be easy and intuitive to use, all the decisons where tested on multiple editors even before starting development, to ensure the best development experience.
+All the framework was designed to be easy and intuitive to use, all the decisions where tested on multiple editors even before starting development, to ensure the best development experience.
In the last Python developer survey it was clear <a href="https://www.jetbrains.com/research/python-developers-survey-2017/#tools-and-features" target="_blank">that the most used feature is "autocompletion"</a>.

-You will get completion in code you might even consider imposible before. As for example, the `price` key inside a JSON body (that could have been nested) that comes from a request.
+You will get completion in code you might even consider impossible before. As for example, the `price` key inside a JSON body (that could have been nested) that comes from a request.
No more typing the wrong key names, coming back and forth between docs, or scrolling up and down to find if you finally used `username` or `user_name`.
* You can have deeply **nested JSON** objects and have them all validated and annotated.
* **Extendible**:
* Pydantic allows custom data types to be defined or you can extend validation with methods on a model decorated with the validator decorator.
-* 100% test coverage.
\ No newline at end of file
+* 100% test coverage.
Was it `upper`? Was it `uppercase`? `first_uppercase`? `capitalize`?
-Then, you try with the old programer's friend, editor autocompletion.
+Then, you try with the old programmer's friend, editor autocompletion.
You type the first parameter of the function, `first_name`, then a dot (`.`) and then hit `Ctrl+Space` to trigger the completion.
So, we get a Pydantic model from the data in another Pydantic model.
-#### Unrapping a `dict` and extra keywords
+#### Unwrapping a `dict` and extra keywords
And then adding the extra keyword argument `hashed_password=hashed_password`, like in:
In this case, OpenAPI is a specification that dictates how to define a schema of your API.
-This OpenAPI schema would include your API paths, the posible parameters they take, etc.
+This OpenAPI schema would include your API paths, the possible parameters they take, etc.
#### Data "schema"
!!! info
Note that in this example we set the exception handler with Starlette's `HTTPException` instead of FastAPI's `HTTPException`.
- This would ensure that if you use a plug-in or any other third-party tool that raises Starlette's `HTTPException` directly, it will be catched by your exception handler.
+ This would ensure that if you use a plug-in or any other third-party tool that raises Starlette's `HTTPException` directly, it will be caught by your exception handler.
This tutorial shows you how to use **FastAPI** with all its features, step by step.
-Eeach section gradually builds on the previous ones, but it's structured to separate topics, so that you can go directly to any specific one to solve your specific API needs.
+Each section gradually builds on the previous ones, but it's structured to separate topics, so that you can go directly to any specific one to solve your specific API needs.
It is also built to work as a future reference.
-**FastAPI** allows you to declare additonal information and validation for your parameters.
+**FastAPI** allows you to declare additional information and validation for your parameters.
Let's take this application as example:
But when the form includes files, it is encoded as `multipart/form-data`. If you use `File`, **FastAPI** will know it has to get the files from the correct part of the body.
- If you want to read more about these encondings and form fields, head to the <a href="https://developer.mozilla.org/en-US/docs/Web/HTTP/Methods/POST" target="_blank"><abbr title="Mozilla Developer Network">MDN</abbr> web docs for <code>POST</code></a>.
+ If you want to read more about these encodings and form fields, head to the <a href="https://developer.mozilla.org/en-US/docs/Web/HTTP/Methods/POST" target="_blank"><abbr title="Mozilla Developer Network">MDN</abbr> web docs for <code>POST</code></a>.
!!! warning
But when the form includes files, it is encoded as `multipart/form-data`. You'll read about handling files in the next chapter.
- If you want to read more about these encondings and form fields, head to the <a href="https://developer.mozilla.org/en-US/docs/Web/HTTP/Methods/POST" target="_blank"><abbr title="Mozilla Developer Network">MDN</abbr> web docs for <code>POST</code></a>.
+ If you want to read more about these encodings and form fields, head to the <a href="https://developer.mozilla.org/en-US/docs/Web/HTTP/Methods/POST" target="_blank"><abbr title="Mozilla Developer Network">MDN</abbr> web docs for <code>POST</code></a>.
!!! warning
Now, whenever a browser is creating a user with a password, the API will return the same password in the response.
-In this case, it might not be a problem, becase the user himself is sending the password.
+In this case, it might not be a problem, because the user himself is sending the password.
But if we use the same model for another path operation, we could be sending the passwords of our users to every client.
`get_current_user` will have a `Security` dependency with the same `oauth2_scheme` we created before.
-The same as we were doing before in the path operation direclty, our new dependency will receive a `token` as a `str` from the `Security` dependency:
+The same as we were doing before in the path operation directly, our new dependency will receive a `token` as a `str` from the `Security` dependency:
```Python hl_lines="25"
{!./src/security/tutorial002.py!}
Each "scope" is just a string (without spaces).
-They are normally used to declare specific security permissions, for exampe:
+They are normally used to declare specific security permissions, for example:
* `"users:read"` or `"users:write"` are common examples.
* `instagram_basic` is used by Facebook / Instagram.
* `https://www.googleapis.com/auth/drive` is used by Google.
!!! info
- In OAuth2 a "scope" is just a string that declares a specific permision required.
+ In OAuth2 a "scope" is just a string that declares a specific permission required.
It doesn't matter if it has other characters like `:`, or if it is a URL.
}
```
-## Interact with the database direclty
+## Interact with the database directly
If you want to explore the SQLite database (file) directly, independently of FastAPI, to debug its contents, add tables, columns, records, modify data, etc. you can use <a href="https://sqlitebrowser.org/" target="_blank">DB Browser for SQLite</a>.
But there are specific cases where it's useful to get the `Request` object.
-## Use the `Request` object direclty
+## Use the `Request` object directly
Let's imagine you want to get the client's IP address/host inside of your *path operation function*.