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@Kaassap7 ай бұрын
Im currently making a datavalidation script using pydantic. Combining custom constrained annotations with the dynamic model creation per variable works like a charm!
@nogamenolife91827 ай бұрын
Pydantic is a lifesaver when dealing with messy/nested JSON data. I love it.
@coladock7 ай бұрын
Does dataclass provide same functionality with json?
@superuser86367 ай бұрын
@@coladockuse sqlmodel. Thank me later
@ArjanCodes7 ай бұрын
Totally agree!!
@Michael2010787 ай бұрын
Every time I see your video, I get new ideas about the code structure. Thanks a lot for your great job.
@ArjanCodes7 ай бұрын
Thank you for the kind comment, Michael :)
@wesleydevries74157 ай бұрын
Arjan, as a Dutchy but also as a human being: thank you for all of these videos, including this one. However, I am still looking for a video where you properly explain how to use the debug tools in an IDE properly rather than just printing everything and using "if self.debug=true: print(f"Beautiful variable in this method"{variable}"). Do you perhaps have something in the pipeline for this?
@mytelevisionisdead7 ай бұрын
@wesleydevries7415 check out mCoding's recent video on debugging python in IDE's. I would specifically recommend using Pycharm for advanced debugging, it's unparalleled imho. Groeten!
@AndreaDalseno7 ай бұрын
😊
@verwindle-aka-Celeron7 ай бұрын
If talking about python, why not to use built-in IDE debugger. For instance, in vs code you'll find debugger shipped with python microsoft extension. I believe it's there. Which is triggered via F5 key. If there's no option to run debugger or you prefer to use prints, logging can be the solution. The minimal logging level to print during runtime (debug, info, warning) can be set by its config. IMO the loguru lib is the easiest solution to use for logging
@mytelevisionisdead7 ай бұрын
Wow 😲 my comment referring to a video from another youtuber (mCoding) that has an excellent introduction to IDE python debugging got removed (by you(r team), @ArjanCodes? That doesn't sound like you at all somehow...) Anyway, make sure to check that out! And use Pycharm, it's awesome 😎
@juanjosefarina7 ай бұрын
Using breakpoints and the debug console of VS Code ? That gives you pretty much full control over runtime code and what is going on
@ticket-visionАй бұрын
By utilizing `BeforeValidator`, `AfterValidator`, and `WrapValidator`, you can construct an Extract, Transform, and Load (ETL) pipeline directly within an 'Annotated' type hint. Additionally, you can achieve aggregated entity resolution by mapping known keys to a JSON field using `AliasChoices`, and serialize the parsed response within a single model from as many data sources as you need. Create trigger conditions using discriminated unions and fully automate processing procedures like OpenAI Vector Stores. 🐍🐍
@ButchCassidyAndSundanceKid7 ай бұрын
I eagerly await the release of a new upload from Arjan every week. Never disappoints me.
@nickeldan7 ай бұрын
pydantic is one of the best Python packages I've ever used.
@stints7 ай бұрын
I know I sound like a broken record in these comments but I really wish msgspec would gain the same traction. Does everything pydantic does but better.
@devanshkanda96187 ай бұрын
Thanks arjan! Again a great video. I didn't knew about pydantic before and after watching this video, i will surely use this in my projects and make this an addon to my dev toolkit. Again thanks for this awesome knowledge! 😀
@ArjanCodes7 ай бұрын
I'm really glad to hear the video had a positive impact on your journey, Devan! Best wishes :)
@timothytanner297 ай бұрын
Love pydantic, makes life much easier
@stopznak867 ай бұрын
Very informative. Can you/did you use pydantic for validation of sql queries?
@brunosompreee7 ай бұрын
Awesome explanation as always Arjan! Thank you!!!
@ArjanCodes7 ай бұрын
Thank you for the kind comment, Bruno! Glad you liked it :)
@vlntsolo7 ай бұрын
Just saw for the first time that it's possible to use python primitive types in the dictionary as keys... Learning never ends. That's neat, thanks!
@ArjanCodes7 ай бұрын
Glad you found it helpful!
@ammadkhan4687Ай бұрын
Hi Arjan I have a question regarding python processes. I am diving in to learn elixir. But I am wonderung if the similar functionality we can achieve from python? Especially all processes are like having individual dashboard to monitor the performance and self healing concept. Thanks in advance.
@CoentraDZ7 ай бұрын
Pydantic 2 is much easier and cleaner than version 1, and thanks for clarifying this
@astronemir5 ай бұрын
Miss your more long form, typing the code included videos 😊. The click clack is unbeatable. But it feels like those videos stick way more!
@ArjanCodes5 ай бұрын
I actually also miss doing those myself. We’re making a few changes at the moment to (partly) return to the style of the older videos. So stay tuned 😊.
@JusticeNDOU2 ай бұрын
Thanks was having a problem upgrading from pydantic 1.9 to 2.8 seeminly some of the modules i wanted to use needed 2.8 - the headache was i could not understand why optional no longer worked - now i get it i had to specifically set the Field Value of all Optional Fields to None
@DrGreenGiant7 ай бұрын
Can you create your own types, like the EmailStr, so that they can be used in multiple classes? I feel like this would help reduce the massive class bloat for the final data container and help reusability. (Particularly my use case which would be laden with numpy fields!) Also, is pydantic still really slow when compared like for like against dataclasses and attrs?
@juanjosefarina7 ай бұрын
That's what the BaseModel stands for, doesn't it ? You can create your own custom string type, or int type, or anything else you wish, and change every behaviour of the type (and also its validation, thanks to pydantic)
@DrGreenGiant7 ай бұрын
@@juanjosefarina ah so you'd basically nest types and it's solved recursively?? Ty! Definitely going to take a look and see how it runs on my embedded stuff. I'm using dataclasses at the moment which are nice and quick, even though I'm locked on 3.8 so no slots.
@delayedd7 ай бұрын
Do you have an example of after creation there is a change in the value? To Validate or change the information. Example: set a new password in example2
@SundarR-g4g6 ай бұрын
What about the Marshmallow library In python, can you please post a video about that!!..
@juanantonionavarrojimenez29666 ай бұрын
Fantastic video. Thank you.
@ArjanCodes6 ай бұрын
Glad you liked it, Juan!
@GBOAC5 ай бұрын
6:43 line 58 why use a list comprehension when you can just provide a generator expression to join()?
@rhbvkleef7 ай бұрын
Ninja is also interesting to know about, in my opinion. It really is a life-saver for those of us who live in the Django world.
@matis97837 ай бұрын
Is django a right tool for making web APIs?
@fiimii777 ай бұрын
@@matis9783 I recommend you use FastAPI instead of Django for APIs
@rhbvkleef7 ай бұрын
@@matis9783 if you ask me: with Ninja it is.
@hodiks7 ай бұрын
Hello, @ArjanCodes, can I ask you use, classmethod decorator in validator methods even if you don't need need class instance in code ("cls")?? Wouldn't it be better to use staticmethod?
@frd857 ай бұрын
nice video as always👍🏻
@ArjanCodes7 ай бұрын
Thank you so much!
@davidl33837 ай бұрын
Thank you Arjan ! I love pydantic with FatsApi, my only fault was putting too much business logic into it and not knowing where the data transformation was taking place :)
@ArjanCodes7 ай бұрын
I'm glad to hear that the video was useful, David!
@AndreNitschke7 ай бұрын
How you handle uniques validations in combination with database in fastapi?
@MikeDeltgen7 ай бұрын
used it recently to get environment variables.
@priteshsingh40557 ай бұрын
i use attrs !
@StinkyCatFarts6 ай бұрын
For some reason making compositions and accessing attributes from nested models just doesn’t seem to work the way it’s supposed to. I know my models work because I can query them in any other validation library.
@magno51573 ай бұрын
Can a field be a descriptor?
@ESPViper1007 ай бұрын
Pydantic would be better, if it would have 1) proper serialising and deserialising and b) If it would have a proper way to convert to and from snake_case and CamelCase for python/JSON stuff.
@santoshmagadum70867 ай бұрын
You can use the field method alias parameter to assign the different field name types
@ESPViper1007 ай бұрын
@@santoshmagadum7086 I know, but that's a workaround, not a good design.
@hubstrangers34507 ай бұрын
Thank you....
@markokraljevic15906 ай бұрын
you should had made analogy with zod
@erfanlab37287 ай бұрын
I think you should make a video about django-ninja It is django with pydantic and it's mind-blowing
@UNgineering7 ай бұрын
The new pydantic version is deprecating example field, now you need to use json_schema_extra={"example": "123"}
@ArjanCodes7 ай бұрын
Good to know!
@ИванИваныч-н3у7 ай бұрын
7:02 my teamlead will "kill" me for code like on lines 53-55, it's unreadable. Why do not you use a match statement?
@agaxardev7 ай бұрын
I would like to know your opinion about SQLmodel for fastapi
@ArjanCodes7 ай бұрын
I like the idea of the library, but I’m waiting to do a video about it until it catches up to the latest version of SQLAlchemy and Pydantic.
@TNeulaender7 ай бұрын
With lots of models and some even nested ones pedantic is extremely slowing down our cold start time in the lambdas. Also with 3.12 + pydantic2 + fastapi and debug mode it sometimes takes up to a minute to start the application:/
@TNeulaender7 ай бұрын
12:11 Oh and ellipses are no longer necessary for required fields. I think they're even discouraged
@youtubeenjoyer17432 ай бұрын
i suggest compiled fastjsonschema for deeply nested messy data
@mraviteja227 ай бұрын
What about schematics for python
@JusticeNDOU2 ай бұрын
your discord is not loading
@smwaqarulhaq7 ай бұрын
how you gonna write the test cases for them ?
@juanjosefarina7 ай бұрын
What do you mean how ? One way was pretty much everything he showed in the video, but you should be using pytest or other testing library.
@kunalmundada87547 ай бұрын
Pydantic is epic, if it was fighting elections. He would win single handedly, cause there's no opposition.
@youtubeenjoyer17432 ай бұрын
why use pydantic when you can... just check the types with the isinstance() function?
@00xero7 ай бұрын
Good video! The North face is racist
@gardnmi7 ай бұрын
But you shouldn't be using poetry.
@randomprocastinator78907 ай бұрын
Why?
@tembelg.gr.44867 ай бұрын
If you use data from mongodb is there better way to create instances of pydatic classes then getting binary json as dictionary and dictionary unpack into pydantic instance? I looked into creating pandas dataframes with PyMongoArrow but I'm not sure I need that clunk.