SQLAlchemy Turns Python Objects Into Database Entries

Ғылым және технология

Today we learn about SQLAlchemy, which is an SQL Toolkit and ORM that allows us to map Python classes to database tables.
◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾◾
📚 Programming Books & Merch 📚
🐍 The Python Bible Book: www.neuralnine.com/books/
💻 The Algorithm Bible Book: www.neuralnine.com/books/
👕 Programming Merch: www.neuralnine.com/shop
🌐 Social Media & Contact 🌐
📱 Website: www.neuralnine.com/
📷 Instagram: / neuralnine
🐦 Twitter: / neuralnine
🤵 LinkedIn: / neuralnine
📁 GitHub: github.com/NeuralNine
🎙 Discord: / discord
🎵 Outro Music From: www.bensound.com/

Пікірлер: 115

  • @kharutyunyan82
    @kharutyunyan82 Жыл бұрын

    One of the best channels in youtube! Thanks for your work!!!

  • @dustinrolsander8336
    @dustinrolsander8336 Жыл бұрын

    Very clean and easy to understand, thanks for the video. Just a small hint: at 18:51 you couldn't see the table, bc the database windows won't refresh automatically in PyCharm. You have to click the refresh button at the top of the panel (third symbol in ur case). Then it will show the additionally created tables.

  • @rogueb1t
    @rogueb1t Жыл бұрын

    Ive watched this video sooooo many times! Brilliant tutorial on using SQLAlchemy to abstract SQL from python. I also loved your CLASSES video! Its helped me develop my code so much faster. Cheers dude!"

  • @rpf23543
    @rpf23543 Жыл бұрын

    Very great article. Short, distinct on the point - Thank you!

  • @reginaldmaisonneuve7594
    @reginaldmaisonneuve75944 ай бұрын

    Nicely done. Simple and effective example that immediately clarified proper structure.

  • @radio_electronics4047
    @radio_electronics4047 Жыл бұрын

    One of the imports used is deprecated. For SQLAlchemy 2.0.10 the import for the declarative_base needs to look like this: from sqlalchemy.orm import declarative_base

  • @Melukote_Sriharsha

    @Melukote_Sriharsha

    9 ай бұрын

    Thanks

  • @stevekruger7807
    @stevekruger78074 ай бұрын

    Thanks! Very clear, easy to follow, learned enough to get me started!

  • @Nithishraj-dr4yr
    @Nithishraj-dr4yr Жыл бұрын

    stright to the point..awesome man

  • @juliusokwe9524
    @juliusokwe95247 ай бұрын

    Clear and informative video. I have just started to learn orm and sqlalchemy and this video is superb. Thanks for sharing.

  • @andymandrill
    @andymandrill Жыл бұрын

    This has been an awesome tutorial TY, I learned enough to continue my project ! Geatings from colombia !

  • @bundesdavid
    @bundesdavid Жыл бұрын

    Thank you very much for the help! :^) At 14:00 you could also use results = session.query(Person).filter(Person.lastname == "Smith").all() with the .all() at the end you select every element fitting to the filter!

  • @joxa6119

    @joxa6119

    9 ай бұрын

    Life saver!

  • @ootbinc
    @ootbinc Жыл бұрын

    Great video! I currently create and update SQL rows by calling stored procedures. I want to give SQLAlchemy a try.

  • @ThatGuyEster
    @ThatGuyEster Жыл бұрын

    This is a treasure! Thank you so much!

  • @aleksalukic1904
    @aleksalukic1904 Жыл бұрын

    this video has saved me a lot of time. thanks for your work :*

  • @sandhiyasuresh2275
    @sandhiyasuresh2275 Жыл бұрын

    really great session , everything is clear and easy to understand. thank you...

  • @nujanai
    @nujanai Жыл бұрын

    Excellent tutorial. Thank you for the content.

  • @Cire-my6ur
    @Cire-my6ur5 ай бұрын

    1:09 this is exactly what I was looking for. THANK YOU!

  • @aszx-tv4pq
    @aszx-tv4pq3 күн бұрын

    superb I'm gonna present this in my advanced python class for my classmates.

  • @vipulkumar2845
    @vipulkumar284518 күн бұрын

    damn, you're tutorials are way too advanced, Lots of love man!!

  • @benshapiro9731
    @benshapiro9731 Жыл бұрын

    Hey man solid video, but should add a note that you are, in fact, using the legacy (albeit backward compatible) syntax here. Mapped_column() is now the new factory function for the Column() class

  • @Mustafa-qs2rq
    @Mustafa-qs2rq Жыл бұрын

    This was very well explained.

  • @Troteos
    @Troteos5 ай бұрын

    Another great video. You are such a good teacher, while your style of explaining things seems so effortless.

  • @sivajyothichandra
    @sivajyothichandraАй бұрын

    In the last query execution it results out the object of respective classes. In the iteration of the loop, print(r) displayed both classes __repr__ method string format

  • @toobeeus4648
    @toobeeus46488 ай бұрын

    Thanks. That helped a lot!

  • @pythonwriter8233
    @pythonwriter8233 Жыл бұрын

    Informative thanks!

  • @janHodle
    @janHodle11 ай бұрын

    Isn‘t the use of Column legacy? I know this video is 8 months old. I think a better way is to use: first_name: Mapped[str] = mapped_column(String, nullable=True)…. If the information are optional one can use Optional from the typing library

  • @michaelnockov2096
    @michaelnockov20965 ай бұрын

    Thank you for this video, I was looking for soft introduction to sqlalchemy. Their documentation is quite difficult and their quick start actually don’t show the easiest ways to use it

  • @alefalfa
    @alefalfa Жыл бұрын

    thanks. fantastic video!

  • @bakalmode5903
    @bakalmode5903 Жыл бұрын

    great video keep it up!

  • @lovemich4237
    @lovemich42376 ай бұрын

    Thank you man.

  • @spanish360
    @spanish36011 ай бұрын

    So with this I am now writing data from a PLC to a database to keep records for longer periods of time with out having to hold the data or do the logic inside of the PLC, thanks so much!

  • @pedromarques5510

    @pedromarques5510

    11 ай бұрын

    hey, i am very curious about your work. i used to work with plcs but only assembly/wiring... i am now studying cs. could u please share your foundations? some key course maybe. thanks in advance. (can be in spanish, gracias)

  • @funy0n583
    @funy0n583 Жыл бұрын

    If anybody is getting a warning saying: "Deprecated API features detected! These feature(s) are not compatible with SQLAlchemy 2.0." you can fix it by changing "from sqlalchemy.ext.declarative import declarative_base" to "from sqlalchemy.orm import declarative_base"

  • @corazondepapel9346
    @corazondepapel9346 Жыл бұрын

    Bruh, I had no idea you could do this with SQLAlchemy. I use SQL a lot and always hated writing qries on Python

  • @fexofenadinaGenerica

    @fexofenadinaGenerica

    Жыл бұрын

    There are other alternatives to sqlalchemy too, like the peewee orm which is very nice as well

  • @piotrmazgaj
    @piotrmazgaj Жыл бұрын

    Uuuuu... exactly what I was looking for! Thanks!

  • @chriskeo392

    @chriskeo392

    Жыл бұрын

    plenty of these on KZread already

  • @piotrmazgaj

    @piotrmazgaj

    Жыл бұрын

    @@chriskeo392 not on SQL Alchemy. Not in good english,

  • @piotrmazgaj

    @piotrmazgaj

    Жыл бұрын

    @@chriskeo392 not in GOOD english, read carefully please.

  • @chriskeo392

    @chriskeo392

    Жыл бұрын

    @@piotrmazgaj I think you need to look up English tutorials instead 🤡

  • @JLSXMK8
    @JLSXMK8 Жыл бұрын

    This would also be awesome for teaching/learning SQL. You can tell SQLAlchemy what you want to do, and use the output to learn how to do it in SQL.

  • @pkavenger9990
    @pkavenger9990 Жыл бұрын

    Actually the reason why people call it sequel instead of SQL is because at first it was SEQL Structured English Query Language but then they skiped the E.

  • @abigaildawson_dev
    @abigaildawson_dev4 ай бұрын

    At 13:55, you can add .all() at the end to return a list of the results, instead of iterating over them and printing: results = session.query(Person).filter(Person.lastname == "Blue").all()

  • @andreasfloter3904
    @andreasfloter39047 ай бұрын

    Your video gives a good introduction to SQLalchemy. I would like to make one comment though. As far as I know best practice for table creation is to use singular nouns and not pural names. It would be also easier if the object name and the table name is the same. So in your example it would have been better e.g. to use for class Person __tablename__ = "person".

  • @user-ur1kq6nu1u
    @user-ur1kq6nu1u11 ай бұрын

    Great Help

  • @princescadelpe
    @princescadelpe Жыл бұрын

    Can we create an engine if are database user only has Create, Drop, Delete permissions, or does our database user need to have All permissions set up?

  • @machoToni
    @machoToni11 ай бұрын

    Nice and simple

  • @patinronin2991
    @patinronin299110 ай бұрын

    Hello, i have the same problem like you, when i add a table the base.metadata.create_all() dosnt create the table, how to solve that ? In a poppulated database is not a option to delete the db, i used alembic but some times dosnt generate the revision file with the changes.

  • @bradzoltick6465
    @bradzoltick64657 ай бұрын

    Thank you.

  • @mikedurham4448
    @mikedurham444811 ай бұрын

    this alchemy is the dope for us olderfarts trying to createwhile learning something to use -and hopefully rebuild some monstrosity i built in excel way back ..lol.. +

  • @nocopyrightgameplaystockvi231
    @nocopyrightgameplaystockvi231 Жыл бұрын

    I am thinking of making a similar module for my own project.

  • @user-cf6pr1zy9m
    @user-cf6pr1zy9m11 ай бұрын

    from sqlalchemy import inspect inspector = inspect(engine) if not inspector.has_table('DB'): Base.metadata.create_all(engine)

  • @MattDlax5
    @MattDlax5 Жыл бұрын

    Thank you bro

  • @fexofenadinaGenerica
    @fexofenadinaGenerica Жыл бұрын

    Nice!

  • @Somish3
    @Somish37 ай бұрын

    what if I have 5000 entries to insert? Is there any batch way, like a loop to read data from csv and add to the SQL DB or any other less manual way?

  • @mouhamedtoure2800
    @mouhamedtoure280011 ай бұрын

    How do you configure pycharm and sqlserver to follow this tutotrial?

  • @HammanDauda-iu6tt
    @HammanDauda-iu6tt8 күн бұрын

    Where can I find the list of all the plugins you are using?

  • @nickmills8476
    @nickmills847610 ай бұрын

    Nice video! The model constructors are generated automatically by sqlalchemy.

  • @aswathvanan3833
    @aswathvanan3833 Жыл бұрын

    can you use it with routes

  • @sinkingboat101
    @sinkingboat101 Жыл бұрын

    Question: At around 7:00 the variable "firstname" defined inside the class is also defined as a variable in the constructor __init__ method. Usually, a class attribute can be called with self. ... , so is the init method overwriting the column definition or is the self.firstname call non-unique?

  • @benshapiro9731

    @benshapiro9731

    Жыл бұрын

    In python there is a distinction between and instance attribute and class attribute. The class attribute is in the class’s __dict__ while the instance attr is in the instance’s __dict__. Sql alchemy’s major flaw is that it relies on this approach instead of a more pythonic one

  • @stardustsong1680
    @stardustsong1680 Жыл бұрын

    Maybe you should use Jupyter notebook to avoid deleting the database every time running the code.

  • @chikkivenu6632
    @chikkivenu66328 ай бұрын

    Quick Question: How can we have multiple databases made and used? reason for asking is to create the microservice architecture environment.

  • @bennet5467
    @bennet54679 ай бұрын

    good stuff

  • @DimitrisKougioumtzis
    @DimitrisKougioumtzis17 күн бұрын

    very helpull thanks a lot but in the constructor of the object i use def __init__(self,**kwargs): self.__dict__.update((k, v) for k, v in kwargs.items()) when an object contains a lot of attributes

  • @astianmuchui
    @astianmuchui7 ай бұрын

    Perfect

  • @j.k.notrowling2449
    @j.k.notrowling24496 ай бұрын

    Could you share the code you write in the tutorial?

  • @dmitrykononenko6411
    @dmitrykononenko6411 Жыл бұрын

    Is it possible to use sqlalchemy for more advanced sql queries? For example, I mean joining, subqueries or CVEs. Also how to do queries on views?

  • @konjikiyami7301

    @konjikiyami7301

    Жыл бұрын

    Yes, you can use SQLAlchemy to perform advanced queries, and you can further customize the Python models, relationships, etc. If you find that the syntax of a query gets challenging in SQLAlchemy (has happened to me a few times), it also provides methods for you to be able to write the raw SQL yourself, and have the engine execute the query. I generally just wrote raw SQL when having to query views, though I admit most of my usecases did not need views, so I never dove too far with them.

  • @surajpatil8670
    @surajpatil86704 ай бұрын

    Which plugin did you use to directly view .db file in Pycharm?

  • @NeuralNine

    @NeuralNine

    4 ай бұрын

    It is a feature of PyCharm. If it does not work for you, maybe it is only available in the Professional edition.

  • @codebusters007
    @codebusters007 Жыл бұрын

    This is a really helpful video! Do you use some sort of a plugin to view the database inside PyCharm? :)

  • @dijla_younis

    @dijla_younis

    Жыл бұрын

    On vs code i use sqlite viewer to view the database

  • @BathingAfrican
    @BathingAfrican Жыл бұрын

    could you do a odoo tutorial?

  • @al-edrisy1129
    @al-edrisy1129 Жыл бұрын

    sorry but how did you open the database in pycharm ?

  • @tahmidhossain6349
    @tahmidhossain63496 ай бұрын

    Well what happens if I want to access a database which already exists

  • @MichaelDeBusk
    @MichaelDeBusk Жыл бұрын

    "Persons" is indeed a valid English word, and would be the more appropriate choice for the database.

  • @surajprasad118
    @surajprasad1188 ай бұрын

    Brilliant video Thank You Sir :) Can I do the same with an auto increment column ? Thanks

  • @A.Mercier

    @A.Mercier

    8 ай бұрын

    I think you just have to add autoincrement attribute when specifying the id column: eg: id = Column(Integer, primary_key=True, autoincrement=True)

  • @sonblue34
    @sonblue34 Жыл бұрын

    In this, you are creating your Engine in one file What am I to do if I have Classes in separate files? I assume I'm not to make multiple Engines for each Class and I'm not entirely sure how I make one engine for everything outside of the scope of the single file. I intend to use the async variation of this and multiple users will be potentially calling things.

  • @tim.martin

    @tim.martin

    Жыл бұрын

    Create the engine and session, create functions returning pointers to each (eg, GetEngine()) , save as "db . py". In another file: import db import db engine = db.GetEngine() session = db.GetSession()

  • @blackdragon5728
    @blackdragon57284 ай бұрын

    UserWarning: pandas only supports SQLAlchemy connectable (engine/connection) or database string URI or sqlite3 DBAPI2 connection. Other DBAPI2 objects are not tested. Please consider using SQLAlchemy. MD_agric_df = pd.read_sql_query(text(sql_query), connection) i got this error guys hope someone help ASAP in my jupyter notebook please

  • Жыл бұрын

    thx

  • @A.Mercier
    @A.Mercier8 ай бұрын

    re-writing __init__ function is useless if you don't implement custom behaviors within it and is only prone to raise errors

  • @powlock1994
    @powlock1994 Жыл бұрын

    Hello, is there any better way to create a table with hundreds of columns, instead of writing them by hands as arguments in the class? Thanks Regards

  • @robertstanton4694

    @robertstanton4694

    5 ай бұрын

    Where do you have the data containing hundreds of columns currently?

  • @user-jc3wh8sf8o
    @user-jc3wh8sf8o5 ай бұрын

    great

  • @MartinSh429
    @MartinSh429 Жыл бұрын

    I work with pycharm for my classes, but never tried to create a database in pycharm. is that something that I have to add to pycharm? I have to use to PgAdmin everysingle time and use postgres

  • @MartinSh429

    @MartinSh429

    Жыл бұрын

    figured it out finally!

  • @bakasenpaidesu
    @bakasenpaidesu Жыл бұрын

    Need SQLModel tutorial becz itz hard to find... the one already exist doesn't help me at all ...

  • @christiankoch4627
    @christiankoch4627 Жыл бұрын

    I prefer querys it is faster for large and complex databases

  • @RobdarkRobdark
    @RobdarkRobdark Жыл бұрын

    Can I use the dataclasses to simplify the class definition ?

  • @patinronin2991

    @patinronin2991

    10 ай бұрын

    Yes You can do it

  • @silentgaming678
    @silentgaming678 Жыл бұрын

    What is the use of the representation function i did not understand. Can anyone explain?

  • @patinronin2991

    @patinronin2991

    10 ай бұрын

    When You print a object in python it prints in the screen the result of rep method, You can Overdrive this method inside your class to print what You want.

  • @SkyFly19853
    @SkyFly19853 Жыл бұрын

    Can it be used for video game development in Python?

  • @ptichiy-krik

    @ptichiy-krik

    Жыл бұрын

    Yes, of course. You can use this for an easier way to read and write persistent data. Fast-changing data, such as the position of an opponent, is stored in RAM, while slower-changing and longer-term data, such as a high score table, is stored in a database. To work with the database, you can use SQAlchemy

  • @SkyFly19853

    @SkyFly19853

    Жыл бұрын

    @@ptichiy-krik And that's what I am interested in. Thank you for your explanation.

  • @premmanu6557
    @premmanu6557 Жыл бұрын

    Can you do a vid on how to build a neural network to extract data from a lisence

  • @patinronin2991

    @patinronin2991

    10 ай бұрын

    You can use object character recognition (ocr) i don't remember what's the name of the package in python

  • @akartaltepe
    @akartaltepe Жыл бұрын

    Is sqlalchemy usable with @dataclass?

  • @patinronin2991

    @patinronin2991

    10 ай бұрын

    Yes, You can use it

  • @snippletrap
    @snippletrap10 ай бұрын

    "persons" is valid English, just a bit unusual

  • @igorgrbaslijev8593
    @igorgrbaslijev85939 ай бұрын

    SQL - Squeel

  • @philtoa334
    @philtoa334 Жыл бұрын

    Thx_.

  • @robertmazurowski5974
    @robertmazurowski597410 ай бұрын

    Can you say squeal?

  • @funbioj
    @funbioj9 ай бұрын

    persons is english by the way

  • @richardmohan1037
    @richardmohan1037 Жыл бұрын

    First

  • @matthiasbirling6141
    @matthiasbirling6141 Жыл бұрын

    Did you just assume Anna Blue's gender

Келесі