From 48c6176c470eea249e062288e02c6542d4073a0f Mon Sep 17 00:00:00 2001 From: "Waylon S. Walker" Date: Thu, 3 Jul 2025 09:48:05 -0500 Subject: [PATCH] init --- .gitignore | 967 ++++++++++++++++++++++++++++++++++++++++++++++++ .python-version | 1 + README.md | 13 + api.py | 108 ++++++ database.py | 138 +++++++ dependencies.py | 7 + hello.py | 6 + justfile | 12 + models.py | 66 ++++ pyproject.toml | 19 + service.py | 32 ++ uv.lock | 602 ++++++++++++++++++++++++++++++ 12 files changed, 1971 insertions(+) create mode 100644 .gitignore create mode 100644 .python-version create mode 100644 README.md create mode 100644 api.py create mode 100644 database.py create mode 100644 dependencies.py create mode 100644 hello.py create mode 100644 justfile create mode 100644 models.py create mode 100644 pyproject.toml create mode 100644 service.py create mode 100644 uv.lock diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..6c9d689 --- /dev/null +++ b/.gitignore @@ -0,0 +1,967 @@ +# Created by https://www.toptal.com/developers/gitignore/api/vim,node,data,emacs,python,pycharm,executable,sublimetext,visualstudio,visualstudiocode +# Edit at https://www.toptal.com/developers/gitignore?templates=vim,node,data,emacs,python,pycharm,executable,sublimetext,visualstudio,visualstudiocode + +### Data ### +*.csv +*.dat +*.efx +*.gbr +*.key +*.pps +*.ppt +*.pptx +*.sdf +*.tax2010 +*.vcf +*.xml + +### Emacs ### +# -*- mode: gitignore; 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Backup files are not needed, +# because we have git ;-) +_UpgradeReport_Files/ +Backup*/ +UpgradeLog*.XML +UpgradeLog*.htm +ServiceFabricBackup/ +*.rptproj.bak + +# SQL Server files +*.mdf +*.ldf +*.ndf + +# Business Intelligence projects +*.rdl.data +*.bim.layout +*.bim_*.settings +*.rptproj.rsuser +*- [Bb]ackup.rdl +*- [Bb]ackup ([0-9]).rdl +*- [Bb]ackup ([0-9][0-9]).rdl + +# Microsoft Fakes +FakesAssemblies/ + +# GhostDoc plugin setting file +*.GhostDoc.xml + +# Node.js Tools for Visual Studio +.ntvs_analysis.dat + +# Visual Studio 6 build log +*.plg + +# Visual Studio 6 workspace options file +*.opt + +# Visual Studio 6 auto-generated workspace file (contains which files were open etc.) +*.vbw + +# Visual Studio 6 auto-generated project file (contains which files were open etc.) +*.vbp + +# Visual Studio 6 workspace and project file (working project files containing files to include in project) +*.dsw +*.dsp + +# Visual Studio 6 technical files + +# Visual Studio LightSwitch build output +**/*.HTMLClient/GeneratedArtifacts +**/*.DesktopClient/GeneratedArtifacts +**/*.DesktopClient/ModelManifest.xml +**/*.Server/GeneratedArtifacts +**/*.Server/ModelManifest.xml +_Pvt_Extensions + +# Paket dependency manager +.paket/paket.exe +paket-files/ + +# FAKE - F# Make +.fake/ + +# CodeRush personal settings +.cr/personal + +# Python Tools for Visual Studio (PTVS) +*.pyc + +# Cake - Uncomment if you are using it +# tools/** +# !tools/packages.config + +# Tabs Studio +*.tss + +# Telerik's JustMock configuration file +*.jmconfig + +# BizTalk build output +*.btp.cs +*.btm.cs +*.odx.cs +*.xsd.cs + +# OpenCover UI analysis results +OpenCover/ + +# Azure Stream Analytics local run output +ASALocalRun/ + +# MSBuild Binary and Structured Log +*.binlog + +# NVidia Nsight GPU debugger configuration file +*.nvuser + +# MFractors (Xamarin productivity tool) working folder +.mfractor/ + +# Local History for Visual Studio +.localhistory/ + +# Visual Studio History (VSHistory) files +.vshistory/ + +# BeatPulse healthcheck temp database +healthchecksdb + +# Backup folder for Package Reference Convert tool in Visual Studio 2017 +MigrationBackup/ + +# Ionide (cross platform F# VS Code tools) working folder +.ionide/ + +# Fody - auto-generated XML schema +FodyWeavers.xsd + +# VS Code files for those working on multiple tools +*.code-workspace + +# Local History for Visual Studio Code + +# Windows Installer files from build outputs +*.cab +*.msi +*.msix +*.msm +*.msp + +# JetBrains Rider +*.sln.iml + +### VisualStudio Patch ### +# Additional files built by Visual Studio + +# End of https://www.toptal.com/developers/gitignore/api/vim,node,data,emacs,python,pycharm,executable,sublimetext,visualstudio,visualstudiocode +*.null-ls* +*.db +*.db-* diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..2c07333 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/README.md b/README.md new file mode 100644 index 0000000..8ef76d2 --- /dev/null +++ b/README.md @@ -0,0 +1,13 @@ +## Learning nested models + +This repo is for learning. + +* avoid n + 1 performance slowdown +* avoid over selecting from the database blowing up memory + +## Services architecture + +* api.py +* models.py +* routes.py +* service.py diff --git a/api.py b/api.py new file mode 100644 index 0000000..960a843 --- /dev/null +++ b/api.py @@ -0,0 +1,108 @@ +from fastapi import FastAPI, HTTPException +from typing import List +from sqlmodel import SQLModel, Session, select +from sqlalchemy.orm import selectinload, joinedload, subqueryload +from models import User, Post +from models import * +from database import engine +from dependencies import get_session +from fastapi import Depends +from service import get_users_with_recent_posts + +app = FastAPI() + + +@app.on_event("startup") +def on_startup(): + SQLModel.metadata.create_all(engine) + + +@app.get("/users", response_model=List[User]) +def get_users_with_posts(session: Session = Depends(get_session)): + return User.get_all(session) + + +@app.get("/users/recent", response_model=List[UserWithRecentPosts]) +def get_users_recent(session: Session = Depends(get_session)): + return get_users_with_recent_posts(session) + + +@app.get("/users/{user_id}/posts", response_model=List[PostReadWithUser]) +def get_posts_by_user(user_id: int, session: Session = Depends(get_session)): + with Session(engine) as session: + statement = ( + select(Post).where(Post.user_id == user_id).options(selectinload(Post.user)) + ) + + posts = session.exec(statement).all() + + if not posts: + raise HTTPException(status_code=404, detail="No posts found for user") + + return posts + # return [PostReadWithUser.model_validate(post) for post in posts] + + +@app.get("/nplusone", response_model=List[PostReadWithUser]) +def get_nplusone(session: Session = Depends(get_session)): + user_id = 1 + with Session(engine) as session: + statement = select(Post).where(Post.user_id == user_id) + + posts = session.exec(statement).all() + + for post in posts: + session.refresh(post.user) + + if not posts: + raise HTTPException(status_code=404, detail="No posts found for user") + + return posts + + +@app.get("/selectinload", response_model=List[PostReadWithUser]) +def get_selectinload(session: Session = Depends(get_session)): + user_id = 1 + with Session(engine) as session: + statement = ( + select(Post).where(Post.user_id == user_id).options(selectinload(Post.user)) + ) + + posts = session.exec(statement).all() + + if not posts: + raise HTTPException(status_code=404, detail="No posts found for user") + + return posts + + +@app.get("/joinedload", response_model=List[PostReadWithUser]) +def get_joinedload(session: Session = Depends(get_session)): + user_id = 1 + with Session(engine) as session: + statement = ( + select(Post).where(Post.user_id == user_id).options(joinedload(Post.user)) + ) + + posts = session.exec(statement).all() + + if not posts: + raise HTTPException(status_code=404, detail="No posts found for user") + + return posts + + +@app.get("/subqueryload", response_model=List[PostReadWithUser]) +def get_subqueryload(session: Session = Depends(get_session)): + user_id = 1 + with Session(engine) as session: + statement = ( + select(Post).where(Post.user_id == user_id).options(subqueryload(Post.user)) + ) + + posts = session.exec(statement).all() + + if not posts: + raise HTTPException(status_code=404, detail="No posts found for user") + + return posts diff --git a/database.py b/database.py new file mode 100644 index 0000000..78d28e7 --- /dev/null +++ b/database.py @@ -0,0 +1,138 @@ +from sqlmodel import SQLModel, create_engine, Session, select +from sqlalchemy import text +from rich.progress import Progress + +from faker import Faker + +fake = Faker() +import random + +from models import User, Post + +# Setup SQLite DB +sqlite_url = "sqlite:///data.db" +engine = create_engine(sqlite_url, echo=True) + + +def create_db_and_tables(): + SQLModel.metadata.create_all(engine) + + +def setup_db(): + with engine.connect() as conn: + conn.execute(text("PRAGMA foreign_keys = ON;")) + conn.execute(text("PRAGMA journal_mode = WAL;")) + conn.execute(text("PRAGMA synchronous = NORMAL;")) + conn.execute(text("PRAGMA temp_store = MEMORY;")) + conn.execute(text("PRAGMA cache_size = 50000;")) + + +post_templates = [ + "Just published a new blog about {topic}. Check it out!", + "Today's thoughts: {quote}", + "Here's a photo from my trip to {location} 🌍", + "Shoutout to all the amazing devs working with {topic}!", + "Feeling inspired by {quote}", + "If you're into {topic}, we should connect!", + "Throwback to {location} last summer ☀️", +] +topics = ["AI", "SQLModel", "Linux", "Neovim", "Docker", "Kubernetes", "FastAPI"] +quotes = [ + "Keep it simple.", + "Fail fast, learn faster.", + "In code we trust.", + "Life is short, automate it.", + "Stay curious.", +] +locations = ["Tokyo", "Paris", "New York", "Berlin", "São Paulo", "Cairo"] + + +def add_posts_to_user(user_id, num_posts=5): + with Session(engine) as session: + for _ in range(num_posts): + post = Post( + content=random.choice(post_templates).format( + topic=random.choice(topics), + quote=random.choice(quotes), + location=random.choice(locations), + ), + timestamp=fake.date_time_this_year(), + user_id=user_id, + ) + session.add(post) + session.commit() + + +def populate_data( + num_users: int = 100, posts_per_user_range=(5, 20), batch_size=10_000 +): + total_posts = 0 + with Progress(transient=True) as progress: + user_task = progress.add_task("[bold blue]Creating users...", total=num_users) + users = [] + + for _ in range(num_users): + user = User( + username=fake.user_name(), + display_name=fake.name(), + ) + users.append(user) + progress.advance(user_task) + + # Bulk insert users + with Session(engine) as session: + for i in range(0, len(users), batch_size): + session.bulk_save_objects(users[i : i + batch_size]) + session.commit() + + # Fetch user ids after bulk insert + with Session(engine) as session: + user_ids = session.exec(select(User.id)).all() + + # Generate posts + post_task = progress.add_task("[green]Creating posts...", total=num_users) + posts = [] + + for user_id in user_ids: + for _ in range(random.randint(*posts_per_user_range)): + content = random.choice(post_templates).format( + topic=random.choice(topics), + quote=random.choice(quotes), + location=random.choice(locations), + ) + post = Post( + content=content, + timestamp=fake.date_time_this_year(), + user_id=user_id, + ) + posts.append(post) + progress.advance(post_task) + + # Bulk insert posts + with Session(engine) as session: + for i in range(0, len(posts), batch_size): + session.bulk_save_objects(posts[i : i + batch_size]) + session.commit() + + print(f"✅ Done! Inserted {len(users)} users and {len(posts)} posts.") + + +def query_example(): + with Session(engine) as session: + statement = select(User) + users = session.exec(statement).all() + + for user in users: + print(f"User: {user.display_name} ({user.username})") + for post in user.posts: + print(f" - {post.content} [{post.timestamp.isoformat()}]") + + +if __name__ == "__main__": + import sys + + n_users = sys.argv[1] if len(sys.argv) > 1 else 100 + n_posts = sys.argv[2] if len(sys.argv) > 2 else 20 + create_db_and_tables() + setup_db() + populate_data(int(n_users), (int(5), int(n_posts))) diff --git a/dependencies.py b/dependencies.py new file mode 100644 index 0000000..ebb60fa --- /dev/null +++ b/dependencies.py @@ -0,0 +1,7 @@ +from sqlmodel import Session +from database import engine + + +def get_session(): + with Session(engine) as session: + yield session diff --git a/hello.py b/hello.py new file mode 100644 index 0000000..81925e9 --- /dev/null +++ b/hello.py @@ -0,0 +1,6 @@ +def main(): + print("Hello from sqlmodel-selectin!") + + +if __name__ == "__main__": + main() diff --git a/justfile b/justfile new file mode 100644 index 0000000..a80097b --- /dev/null +++ b/justfile @@ -0,0 +1,12 @@ +default: + @just --choose + +run: + uv run uvicorn api:app --host 0.0.0.0 --port 8000 + +setup: + uv sync + uv run database.py 1000000 500 + + + diff --git a/models.py b/models.py new file mode 100644 index 0000000..17c8204 --- /dev/null +++ b/models.py @@ -0,0 +1,66 @@ +from typing import Optional, List +from sqlmodel import Session +from sqlmodel import SQLModel, select +from pydantic import RootModel +from sqlmodel import Field, Relationship +from datetime import datetime + + +class PostBase(SQLModel): + content: str + timestamp: datetime + + # model_config = ConfigDict(from_attributes=True) + + +class UserBase(SQLModel): + username: str + display_name: str + + # model_config = ConfigDict(from_attributes=True) + + +class Post(PostBase, table=True): + id: Optional[int] = Field(default=None, primary_key=True) + user_id: int = Field(foreign_key="user.id") + user: Optional["User"] = Relationship(back_populates="posts") + + +class User(UserBase, table=True): + id: Optional[int] = Field(default=None, primary_key=True) + posts: List[Post] = Relationship(back_populates="user") + + @classmethod + def get_all(cls, session: Session) -> List["User"]: + statement = select(cls) # .options(selectinload(cls.posts)) + users = session.exec(statement).all() + return users + + +# Pydantic response models +class PostRead(PostBase): + id: int + user_id: int + + +class PostReadWithUser(PostRead): + user: "UserRead" + + +class PostsRead(RootModel[List[PostRead]]): ... + + +class UserRead(UserBase): + id: int + + +class UserWithRecentPosts(UserRead): + recent_posts: List[PostRead] + + +class UserReadWithPosts(UserRead): + posts: List[PostRead] = [] + + +# PostRead.update_forward_refs() +# UserRead.update_forward_refs() diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..1e2a499 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,19 @@ +[project] +name = "sqlmodel-selectin" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.11" +dependencies = [ + "faker>=37.4.0", + "fastapi>=0.115.14", + "rich>=14.0.0", + "sqlmodel>=0.0.24", + "uvicorn>=0.35.0", +] + +[dependency-groups] +dev = [ + "ipython>=9.4.0", + "pyinstrument>=5.0.3", +] diff --git a/service.py b/service.py new file mode 100644 index 0000000..aea1473 --- /dev/null +++ b/service.py @@ -0,0 +1,32 @@ +from sqlmodel import Session, select +from models import User, Post +from typing import List +from collections import defaultdict +from models import UserWithRecentPosts + + +def get_users_with_recent_posts(session: Session) -> List[UserWithRecentPosts]: + users = session.exec(select(User)).all() + user_ids = [u.id for u in users] + + posts = session.exec( + select(Post) + .where(Post.user_id.in_(user_ids)) + 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