datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fastapi_pydantic_v2_migration_concurrency_teaser
🚀 Python Backend - FastAPI & Pydantic v2 Migration & Concurrency Suite (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (498 Samples) & Commercial EULA on Gumroad:👉 Python Backend - FastAPI & Pydantic v2 Migration & Concurrency Suite on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
📦 What is Inside the Full Production Package:
498 Verified FAANG v2.0 Scenarios (100%… See the full description on the dataset page: https://huggingface.co/datasets/emgena/fastapi_pydantic_v2_migration_concurrency_teaser.fastapi_websockets_realtime_backpressure_teaser
🚀 Python Backend - FastAPI WebSockets & Real-Time Connection Backpressure Triage (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Multi-Turn Scenarios)🏆 Get the Full Production Package (500 Samples) & Commercial EULA on Gumroad:👉 Python Backend - FastAPI WebSockets & Real-Time Connection Backpressure Triage on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
📦 What is Inside the Full Production Package:
500 Verified FAANG… See the full description on the dataset page: https://huggingface.co/datasets/emgena/fastapi_websockets_realtime_backpressure_teaser.fastapi-swe-bench-tasks
FastAPI SWE-Bench Tasks
5 SWE-Bench-style evaluation instances for tiangolo/fastapi at commit 627c10a2.
Instances
ID
Title
tiangolo__fastapi-90001
Duplicate on_startup/on_shutdown handlers when same router included twice
tiangolo__fastapi-90002
_endpoint_context_cache stale data and memory leak via id() reuse
tiangolo__fastapi-90003
strict_content_type not overridable at include_router call site
tiangolo__fastapi-90004
_extract_endpoint_context swallows… See the full description on the dataset page: https://huggingface.co/datasets/mokshjain/fastapi-swe-bench-tasks.fastapi-swebench-v2
FastAPI SWE-bench Tasks
5 SWE-bench-style bug-fix tasks mined from tiangolo/fastapi.
Each instance includes:
instance_id, repo, pull_number, base_commit, version
patch — gold source-only fix
test_patch — gold test changes
problem_statement — issue title + body
FAIL_TO_PASS — tests that must go from failing to passing
PASS_TO_PASS — tests that must remain passing
image_tag — pre-built Docker image (mokshjn00/fastapi-swebench:<instance_id>, linux/amd64)
Instances… See the full description on the dataset page: https://huggingface.co/datasets/mokshjain/fastapi-swebench-v2.fastapi-tasks-v1
fastapi-tasks-v1
25 FastAPI tasks for the fastapi-env
RL environment. Each task asks for a small FastAPI application to be built and exercised, and is
graded on the response values it produces — status codes, header values and JSON scalars.
field
meaning
task_id
fa-000 … fa-024
category
routing / validation / responses / dependencies / schema
prompt
what to build and what to return
api_description
the shared preamble (available imports, how TestClient works)… See the full description on the dataset page: https://huggingface.co/datasets/eltociear/fastapi-tasks-v1.expressjs-fastapi-coding-challenges
ExpressJS and FastAPI Coding Challenges
Prerequisites and Environment Setup
1. Required Dependencies
To use this dataset effectively for training and evaluation, you'll need the following dependencies installed on your system:
For ExpressJS (JavaScript) challenges:
Node.js (LTS version recommended)
npm (comes with Node.js)
For FastAPI (Python) challenges:
Python 3.10 or higher
pip
ruff (for linting and formatting - recommended)
For all
Huggingface datasets… See the full description on the dataset page: https://huggingface.co/datasets/amaydle/expressjs-fastapi-coding-challenges.zp-fastapi-dataFastApi0410fastapi_sse_streaming_backpressure_buffer_guard_teaser
🐍 FastAPI SSE Streaming Backpressure Buffer Guard (Evaluation Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Scenarios + Executable MCP Server)🏆 Get the Full Production Package & Commercial EULA on Gumroad:👉 Purchase Full Package on Gumroad🏷️ Use coupon code LAUNCH20 for €20 off at checkout!
⚡ Quick Codebase Health Check (Zero-Install CLI)
Audit your local repository for production SRE crashes in <0.05s:
uvx emgena-scan .
Or run universal… See the full description on the dataset page: https://huggingface.co/datasets/emgena/fastapi_sse_streaming_backpressure_buffer_guard_teaser.