commit 48c6176c470eea249e062288e02c6542d4073a0f Author: Waylon S. Walker Date: Thu Jul 3 09:48:05 2025 -0500 init 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; -*- +*~ +\#*\# +/.emacs.desktop +/.emacs.desktop.lock +*.elc +auto-save-list +tramp +.\#* + +# Org-mode +.org-id-locations +*_archive + +# flymake-mode +*_flymake.* + +# eshell files +/eshell/history +/eshell/lastdir + +# elpa packages +/elpa/ + +# reftex files +*.rel + +# AUCTeX auto folder +/auto/ + +# cask packages +.cask/ +dist/ + +# Flycheck +flycheck_*.el + +# server auth directory +/server/ + +# projectiles files +.projectile + +# directory configuration +.dir-locals.el + +# network security +/network-security.data + + +### Executable ### +*.app +*.bat +*.cgi +*.com +*.exe +*.gadget +*.jar +*.pif +*.vb +*.wsf + +### Node ### +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +lerna-debug.log* +.pnpm-debug.log* + +# Diagnostic reports (https://nodejs.org/api/report.html) +report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Directory for instrumented libs generated by jscoverage/JSCover +lib-cov + +# Coverage directory used by tools like istanbul +coverage +*.lcov + +# nyc test coverage +.nyc_output + +# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files) +.grunt + +# Bower dependency directory (https://bower.io/) +bower_components + +# node-waf configuration +.lock-wscript + +# Compiled binary addons (https://nodejs.org/api/addons.html) +build/Release + +# Dependency directories +node_modules/ +jspm_packages/ + +# Snowpack dependency directory (https://snowpack.dev/) +web_modules/ + +# TypeScript cache +*.tsbuildinfo + +# Optional npm cache directory +.npm + +# Optional eslint cache +.eslintcache + +# Optional stylelint cache +.stylelintcache + +# Microbundle cache +.rpt2_cache/ +.rts2_cache_cjs/ +.rts2_cache_es/ +.rts2_cache_umd/ + +# Optional REPL history +.node_repl_history + +# Output of 'npm pack' +*.tgz + +# Yarn Integrity file +.yarn-integrity + +# dotenv environment variable files +.env +.env.development.local +.env.test.local +.env.production.local +.env.local + +# parcel-bundler cache (https://parceljs.org/) +.cache +.parcel-cache + +# Next.js build output +.next +out + +# Nuxt.js build / generate output +.nuxt +dist + +# Gatsby files +.cache/ +# Comment in the public line in if your project uses Gatsby and not Next.js +# https://nextjs.org/blog/next-9-1#public-directory-support +# public + +# vuepress build output +.vuepress/dist + +# vuepress v2.x temp and cache directory +.temp + +# Docusaurus cache and generated files +.docusaurus + +# Serverless directories +.serverless/ + +# FuseBox cache +.fusebox/ + +# DynamoDB Local files +.dynamodb/ + +# TernJS port file +.tern-port + +# Stores VSCode versions used for testing VSCode extensions +.vscode-test + +# yarn v2 +.yarn/cache +.yarn/unplugged +.yarn/build-state.yml +.yarn/install-state.gz +.pnp.* + +### Node Patch ### +# Serverless Webpack directories +.webpack/ + +# Optional stylelint cache + +# SvelteKit build / generate output +.svelte-kit + +### PyCharm ### +# Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider +# Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839 + +# User-specific stuff +.idea/**/workspace.xml +.idea/**/tasks.xml +.idea/**/usage.statistics.xml +.idea/**/dictionaries +.idea/**/shelf + +# AWS User-specific +.idea/**/aws.xml + +# Generated files +.idea/**/contentModel.xml + +# Sensitive or high-churn files +.idea/**/dataSources/ +.idea/**/dataSources.ids +.idea/**/dataSources.local.xml +.idea/**/sqlDataSources.xml +.idea/**/dynamic.xml +.idea/**/uiDesigner.xml +.idea/**/dbnavigator.xml + +# Gradle +.idea/**/gradle.xml +.idea/**/libraries + +# Gradle and Maven with auto-import +# When using Gradle or Maven with auto-import, you should exclude module files, +# since they will be recreated, and may cause churn. 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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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