F1 team radio clips enriched with full race context — positions, gaps, tyres, events, overtakes
Project description
f1radio
F1 team radio clips with full race context. Built on OpenF1.
Load any session from 2023 onwards — every radio clip comes enriched with position, tyres, gaps, flags, overtakes, and pit stops. Everything is cached locally so you only hit the API once.
Installation
pip install f1radio
Optional extras for audio playback and transcription:
pip install 'f1radio[playback]' # audio playback
pip install 'f1radio[transcribe]' # whisper transcription (coming soon)
pip install 'f1radio[all]' # everything
Note: If you're using zsh (default on macOS), you need quotes around the brackets —
'f1radio[playback]'instead off1radio[playback].
Requirements: Python 3.9+. No API keys needed.
Quick Start
import f1radio
# load a session — race names are fuzzy matched
session = f1radio.load(2024, "Monza", "R")
# browse clips
for clip in session.clips:
print(f"{clip.driver} | Lap {clip.lap} | P{clip.context.position} | {clip.context.compound}")
# filter by driver
for clip in session.clips.filter(driver="VER"):
print(clip)
clip.play() # requires playback extra
# export
session.export_json("monza_radio.json")
session.export_csv("monza_radio.csv")
Race name matching is flexible — "Monza", "Italian", "Italy", "Italian Grand Prix" all resolve to the same session.
What You Get
Every clip is enriched with what was happening at that exact moment:
| Field | Example | Description |
|---|---|---|
position |
1 |
Driver's position |
gap_to_leader |
"+1.432" |
Gap to P1 |
compound |
"SOFT" |
Current tyre |
tyre_age |
12 |
Laps on current set |
lap_number |
14 |
Current lap |
events |
["SAFETY CAR"] |
Flags/events within ±30s |
overtakes |
["VER → NOR for P2"] |
Nearby overtakes |
pit_stops |
["HAM pitted"] |
Nearby pit activity |
clip = session.clips[0]
ctx = clip.context
print(ctx.position) # 1
print(ctx.compound) # "SOFT"
print(ctx.tyre_age) # 12
print(ctx.events) # ["YELLOW FLAG - Turn 4"]
CLI
f1radio download 2024 Monza R # download and cache a session
f1radio info 2024 Monza R # show session metadata
f1radio cache list # see what's cached
f1radio cache clear # clear everything
Caching
Sessions are cached after first load — subsequent calls are instant with zero API requests. Cache is cleaned up automatically after 30 days of inactivity.
f1radio.cache_info() # see cached sessions and sizes
f1radio.clear_cache() # wipe everything
API Responsibility
Built to be a respectful consumer of the OpenF1 API:
- Rate limited — 2.5 req/sec, 28 req/min (under the API's limit of 3/s)
- Circuit breaker — stops after repeated 429s to avoid bans
- Conditional requests — ETag headers to skip unchanged data
- Transparent —
f1radio.statsshows exactly how many API calls were made
Supported Sessions
| Code | Session |
|---|---|
| R | Race |
| Q | Qualifying |
| S | Sprint |
| SQ | Sprint Qualifying |
| FP1 | Free Practice 1 |
| FP2 | Free Practice 2 |
| FP3 | Free Practice 3 |
Data available from the 2023 season onwards (OpenF1 limitation).
Data Source
All data comes from OpenF1 under CC BY-NC-SA 4.0. Audio files are hosted by Formula One Management.
This package is for personal and non-commercial use. See the NOTICE file for details.
License
Apache 2.0 — see LICENSE.
Contributing
See CONTRIBUTING.md for development setup and guidelines.
Project details
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