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README.md
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# letterboxd-rating-sorter
# Letterboxd Pairwise Ranker
Turns a Letterboxd `ratings.csv` export into a ranked order by asking you to pick between
two films at a time, then converts that order back into 0.5-5 star ratings.
## Normal use
Double-click **Rank films.cmd**.
The page opens in your browser. Drop your `ratings.csv` on it and start picking. Box art is
fetched for you in the background and cached in `posters.json`, so later runs are instant.
Closing the console window stops the server.
Rankings you have started are listed under the drop zone as **Continue where you left off**,
with their film count, progress and when you last answered something. Continuing needs no
csv: the session stores each film's original row, so it can also export a correct file on its
own. `Delete` forgets one. Note that a saved session holds the film list from the export you
dropped at the time - to include films watched since, drop a fresh csv and start a new one.
Needs `python` on your PATH; the launcher says so if it is missing. Same thing from a
terminal, if you prefer:
```
python serve.py
```
## Without the server
`ranker.html` also opens straight from disk by double-click. It cannot fetch box art on its
own, because a browser blocks a `file://` page from calling letterboxd.com. Resolve the
posters first, then drop both files on the page:
```
python fetch_posters.py path/to/ratings.csv
```
`--retry-failed` retries the URIs that came back empty last time.
## Ranking
Bottom-up merge sort, so the number of questions stays near the minimum: about 25 for 10
films, 90 for 25, 1,310 for 200. No ties, every pair has a winner.
Each round merges pairs of groups, and the groups take turns, so consecutive questions
normally show two films you have not just seen. The exception is the last couple of rounds,
where only one or two groups are left and a film has to be held against several opponents in
a row to find its place.
- Click a poster, or press `1` / `2`, or the arrow keys.
- `U` or Backspace undoes.
- The panel on the right shows everything established so far: each ordered group, best at the
top, with a dashed break wherever the order across it is still unknown. The two films on
screen are highlighted in place. Films you have not been asked about yet are left out, so it
starts at just the current pair and fills in as you go. `Hide list` collapses it, and it
stays collapsed.
- Progress is saved after every answer, keyed to the film set. Close the tab and the page
offers to resume where you left off. A different export starts its own session.
Dark by default. The button in the top right switches to light and remembers the choice. The
system theme is ignored on purpose.
Progress lives in browser storage for `127.0.0.1:8791`, so it is tied to that browser and
that port. Clearing site data for it, or running on a different port with `--port`, means no
resume. If 8791 is ever busy the server moves up and says so.
## Stars and export
When the order is complete, the result screen splits it into the ten half-star bands. Set how
many films land in each band with the `+` / `-` buttons or by typing a count, or use a preset:
- **Match old ratings** keeps the shape of your existing ratings, so only which film sits
where changes. This is the default when the export has a `Rating` column.
- **Even split** and **Top heavy** are starting points to adjust from.
**Download rated CSV** writes your export back out unchanged - same header, same columns,
`Date` included - in ranking order, with `Rating` replaced by the new star value.
## Files
| File | What it is |
| --- | --- |
| `Rank films.cmd` | Double-click launcher. Runs `python serve.py`. |
| `ranker.html` | The whole app. No dependencies, no build step. |
| `serve.py` | Serves the page and resolves posters on its behalf. |
| `fetch_posters.py` | Standalone poster resolver, also the module `serve.py` uses. |
| `posters.json` | Poster URL cache. Safe to delete, it rebuilds. |
| `sample.csv` | Eight rows for a quick smoke test. |

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Rank films.cmd Normal file
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@echo off
rem Double-click to start the ranker.
setlocal
cd /d "%~dp0"
where python >nul 2>&1
if errorlevel 1 goto nopython
echo Starting the ranker. Close this window to stop it.
echo.
python serve.py %*
if errorlevel 1 pause
exit /b 0
:nopython
echo Could not find python on your PATH.
echo.
echo Install Python 3, or make sure "python" works from a terminal, then run this again.
echo.
pause
exit /b 1

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#!/usr/bin/env python3
"""Resolve Letterboxd poster image URLs for every film in a ratings.csv export.
Usage:
python fetch_posters.py ratings.csv [-o posters.json]
Writes a {"https://boxd.it/xxxx": "https://a.ltrbxd.com/..."} map. The output file
doubles as the cache: re-running after a new export only fetches the new rows.
"""
import argparse
import csv
import json
import os
import re
import sys
import threading
import time
import urllib.error
import urllib.request
from concurrent.futures import ThreadPoolExecutor
POSTER_RE = re.compile(r'https://a\.ltrbxd\.com/resized/film-poster/[^"\'\ <>]+')
# Some films serve their poster from /resized/sm/upload/ instead. Those pages also carry
# landscape stills, so match the poster crop shape and keep only the 2:3 images.
FALLBACK_RE = re.compile(r'https://a\.ltrbxd\.com/resized/[^"\'\ <>]*?-0-(\d+)-0-(\d+)-crop\.jpg(?:\?v=[0-9a-z]+)?')
# Letterboxd rejects the default Python-urllib agent with a 403.
USER_AGENT = (
"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 "
"(KHTML, like Gecko) Chrome/126.0 Safari/537.36"
)
URI_COLUMN = "Letterboxd URI"
WORKERS = 4
REQUEST_DELAY = 0.15
TIMEOUT = 20
SAVE_EVERY = 20
print_lock = threading.Lock()
cache_lock = threading.Lock()
def read_uris(csv_path):
with open(csv_path, "r", encoding="utf-8-sig", newline="") as handle:
reader = csv.DictReader(handle)
if reader.fieldnames is None or URI_COLUMN not in reader.fieldnames:
sys.exit(
"'%s' has no '%s' column. Columns found: %s"
% (csv_path, URI_COLUMN, reader.fieldnames)
)
seen, uris = set(), []
for row in reader:
uri = (row.get(URI_COLUMN) or "").strip()
if uri and uri not in seen:
seen.add(uri)
uris.append(uri)
return uris
def load_cache(path):
if not os.path.exists(path):
return {}
try:
with open(path, "r", encoding="utf-8") as handle:
data = json.load(handle)
return data if isinstance(data, dict) else {}
except (OSError, ValueError) as error:
print("Could not read cache %s (%s), starting fresh." % (path, error))
return {}
def save_cache(path, cache):
tmp = path + ".tmp"
with open(tmp, "w", encoding="utf-8") as handle:
json.dump(cache, handle, indent=1, sort_keys=True, ensure_ascii=False)
os.replace(tmp, path)
def find_poster(body):
match = POSTER_RE.search(body)
if match:
return match.group(0)
for match in FALLBACK_RE.finditer(body):
width, height = int(match.group(1)), int(match.group(2))
if width > 0 and abs(float(height) / width - 1.5) < 0.2:
return match.group(0)
return None
def fetch_poster(uri):
request = urllib.request.Request(uri, headers={"User-Agent": USER_AGENT})
for attempt in range(2):
try:
with urllib.request.urlopen(request, timeout=TIMEOUT) as response:
body = response.read().decode("utf-8", "replace")
return find_poster(body)
except (urllib.error.URLError, OSError) as error:
if attempt == 1:
with print_lock:
print(" failed %s: %s" % (uri, error))
return None
time.sleep(1.0)
return None
def main():
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("csv_path", help="Letterboxd ratings.csv export")
parser.add_argument("-o", "--output", default=None, help="output json (default: posters.json next to the csv)")
parser.add_argument("--retry-failed", action="store_true", help="also retry URIs that previously had no poster")
args = parser.parse_args()
output = args.output or os.path.join(os.path.dirname(os.path.abspath(args.csv_path)), "posters.json")
uris = read_uris(args.csv_path)
cache = load_cache(output)
if args.retry_failed:
cache = {key: value for key, value in cache.items() if value}
pending = [uri for uri in uris if uri not in cache]
print("%d films, %d already cached, %d to fetch." % (len(uris), len(uris) - len(pending), len(pending)))
if not pending:
print("Nothing to do. %s is up to date." % output)
return
done = [0]
def worker(uri):
time.sleep(REQUEST_DELAY)
poster = fetch_poster(uri)
with cache_lock:
cache[uri] = poster
done[0] += 1
count = done[0]
if count % SAVE_EVERY == 0:
save_cache(output, cache)
with print_lock:
print(" %d/%d" % (count, len(pending)), end="\r", flush=True)
try:
with ThreadPoolExecutor(max_workers=WORKERS) as pool:
list(pool.map(worker, pending))
except KeyboardInterrupt:
print("\nInterrupted, saving what we have.")
finally:
with cache_lock:
save_cache(output, cache)
found = sum(1 for uri in uris if cache.get(uri))
missing = [uri for uri in uris if not cache.get(uri)]
print("\nWrote %s: %d of %d films have a poster." % (output, found, len(uris)))
if missing:
print("%d without a poster (they show as text cards): %s" % (len(missing), ", ".join(missing[:5])))
print("Re-run with --retry-failed to try them again.")
if __name__ == "__main__":
main()

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posters.json Normal file
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{
"https://boxd.it/103U": "https://a.ltrbxd.com/resized/sm/upload/tq/ip/el/3z/l9hrvXyGq19f6jPRZhSVRibTMwW-0-600-0-900-crop.jpg?v=91141e41b0",
"https://boxd.it/15HA": "https://a.ltrbxd.com/resized/film-poster/2/6/0/2/5/26025-the-karate-kid-0-600-0-900-crop.jpg?v=e1397c637d",
"https://boxd.it/15gO": "https://a.ltrbxd.com/resized/film-poster/2/5/8/5/9/25859-tangled-2010-0-600-0-900-crop.jpg?v=1c22f51536",
"https://boxd.it/17Fc": "https://a.ltrbxd.com/resized/sm/upload/5j/ag/wy/k3/bwCC7klDpDcVtEXDK74vDzXLyeF-0-600-0-900-crop.jpg?v=3241094b0a",
"https://boxd.it/17ue": "https://a.ltrbxd.com/resized/sm/upload/nw/cm/pa/ai/sGQv3ZMZBDBnl3z42Q0mEQ5uiDe-0-600-0-900-crop.jpg?v=54ee59f7cd",
"https://boxd.it/18U8": "https://a.ltrbxd.com/resized/sm/upload/xx/io/jp/45/the-truman-show-0-600-0-900-crop.jpg?v=704ba393f7",
"https://boxd.it/18YO": "https://a.ltrbxd.com/resized/sm/upload/8n/sc/7d/pp/y6k0qn4tcDfbnrjJ2BUnoZYmMBk-0-600-0-900-crop.jpg?v=9f2175055b",
"https://boxd.it/1Aq6": "https://a.ltrbxd.com/resized/sm/upload/vs/75/02/fx/2B5zjs5E3xerqAyowpw3QcOCyLq-0-600-0-900-crop.jpg?v=3aef2095df",
"https://boxd.it/1Dlo": "https://a.ltrbxd.com/resized/film-poster/3/8/9/5/7/38957-tron-legacy-0-600-0-900-crop.jpg?v=9452aea970",
"https://boxd.it/1Efm": "https://a.ltrbxd.com/resized/sm/upload/1p/mh/li/l2/b7nR3eKeTOwHPKmDLUWunIGasKo-0-600-0-900-crop.jpg?v=0bb5ec98ec",
"https://boxd.it/1En6": "https://a.ltrbxd.com/resized/film-poster/3/9/3/5/2/39352-zombieland-0-600-0-900-crop.jpg?v=f8bb88fc79",
"https://boxd.it/1GRM": "https://a.ltrbxd.com/resized/film-poster/4/0/3/1/1/40311-neon-genesis-evangelion-the-end-of-evangelion-0-600-0-900-crop.jpg?v=3f8b0ad85b",
"https://boxd.it/1GjK": "https://a.ltrbxd.com/resized/film-poster/4/0/1/0/0/40100-the-hangover-0-600-0-900-crop.jpg?v=6464871bf5",
"https://boxd.it/1Hj2": "https://a.ltrbxd.com/resized/film-poster/4/0/4/8/0/40480-the-twilight-saga-new-moon-0-600-0-900-crop.jpg?v=ba5ab4ba1e",
"https://boxd.it/1JzG": "https://a.ltrbxd.com/resized/film-poster/4/1/3/5/2/41352-inglourious-basterds-0-600-0-900-crop.jpg?v=0c74c673e0",
"https://boxd.it/1MHy": "https://a.ltrbxd.com/resized/film-poster/4/2/5/5/4/42554-the-pink-panther-2-0-600-0-900-crop.jpg?v=10910ab441",
"https://boxd.it/1OEc": "https://a.ltrbxd.com/resized/film-poster/4/3/3/0/2/43302-up-0-600-0-900-crop.jpg?v=eac6a19a4c",
"https://boxd.it/1PcS": "https://a.ltrbxd.com/resized/sm/upload/5k/6p/zw/vr/jqPaoeBu3hEphyyR0anAkMAxflb-0-600-0-900-crop.jpg?v=6b7b0886fc",
"https://boxd.it/1RUM": "https://a.ltrbxd.com/resized/film-poster/4/4/5/5/8/44558-grave-of-the-fireflies-0-600-0-900-crop.jpg?v=0c61fd55f0",
"https://boxd.it/1RYk": "https://a.ltrbxd.com/resized/film-poster/4/4/5/8/0/44580-harry-potter-and-the-deathly-hallows-part-2-0-600-0-900-crop.jpg?v=66f3769773",
"https://boxd.it/1RYu": "https://a.ltrbxd.com/resized/sm/upload/u8/tj/88/3v/harry-potter-and-the-deathly-hallows-part-i-original-0-600-0-900-crop.jpg?v=a31050208d",
"https://boxd.it/1SDW": "https://a.ltrbxd.com/resized/film-poster/4/4/8/3/8/44838-hercules-1997-0-600-0-900-crop.jpg?v=bd92a50ce8",
"https://boxd.it/1SYq": "https://a.ltrbxd.com/resized/sm/upload/9o/zo/eb/3q/9NsjFw5NEBppIb7KUDQa4010jKT-0-600-0-900-crop.jpg?v=3a47734a51",
"https://boxd.it/1Spq": "https://a.ltrbxd.com/resized/sm/upload/qp/te/tw/3j/alice-in-wonderland-original-0-600-0-900-crop.jpg?v=aeea07bfc9",
"https://boxd.it/1Sys": "https://a.ltrbxd.com/resized/film-poster/4/4/8/0/4/44804-the-pink-panther-0-600-0-900-crop.jpg?v=11dba2f9fe",
"https://boxd.it/1Sz6": "https://a.ltrbxd.com/resized/sm/upload/p5/63/wj/c3/AdwfqyNiH8UqeYKFYoiKhwTtjAb-0-600-0-900-crop.jpg?v=f9c56785d4",
"https://boxd.it/1TAY": "https://a.ltrbxd.com/resized/film-poster/4/5/2/0/4/45204-lilo-stitch-0-600-0-900-crop.jpg?v=7a1b4fda6f",
"https://boxd.it/1TP0": "https://a.ltrbxd.com/resized/film-poster/4/5/2/9/1/45291-herbie-fully-loaded-0-600-0-900-crop.jpg?v=5afd3c32f9",
"https://boxd.it/1U82": "https://a.ltrbxd.com/resized/film-poster/4/5/4/0/9/45409-shutter-island-0-600-0-900-crop.jpg?v=85dd4c38e3",
"https://boxd.it/1Uja": "https://a.ltrbxd.com/resized/film-poster/4/5/4/7/8/45478-the-next-karate-kid-0-600-0-900-crop.jpg?v=329c2e54b2",
"https://boxd.it/1VEo": "https://a.ltrbxd.com/resized/film-poster/4/5/9/9/4/45994-walle-0-600-0-900-crop.jpg?v=ad27f0ceac",
"https://boxd.it/1VWi": "https://a.ltrbxd.com/resized/film-poster/4/6/1/0/5/46105-dinosaur-0-600-0-900-crop.jpg?v=2f0b9f7724",
"https://boxd.it/1VZQ": "https://a.ltrbxd.com/resized/film-poster/4/6/1/2/7/46127-the-hunchback-of-notre-dame-1996-0-600-0-900-crop.jpg?v=4fe22965c7",
"https://boxd.it/1VaS": "https://a.ltrbxd.com/resized/film-poster/4/5/8/1/1/45811-muppet-treasure-island-0-600-0-900-crop.jpg?v=8f29f3d3b7",
"https://boxd.it/1W2K": "https://a.ltrbxd.com/resized/film-poster/4/6/1/4/5/46145-madagascar-escape-2-africa-0-600-0-900-crop.jpg?v=92f4a1b4a1",
"https://boxd.it/1WQU": "https://a.ltrbxd.com/resized/film-poster/4/6/4/5/6/46456-thor-0-600-0-900-crop.jpg?v=36c210ad0d",
"https://boxd.it/1WRe": "https://a.ltrbxd.com/resized/film-poster/4/6/4/5/8/46458-toy-story-3-0-600-0-900-crop.jpg?v=d46903002c",
"https://boxd.it/1WRo": "https://a.ltrbxd.com/resized/sm/upload/el/uo/sb/5o/enqVwbUu6OX5LHq0fuk7sLT35zy-0-600-0-900-crop.jpg?v=57ff4362eb",
"https://boxd.it/1WRy": "https://a.ltrbxd.com/resized/sm/upload/0r/r7/c6/7e/hIXX3IRFy0InUOmYeWjvhCAgQNj-0-600-0-900-crop.jpg?v=d158027eb4",
"https://boxd.it/1WZM": "https://a.ltrbxd.com/resized/film-poster/4/6/5/1/1/46511-iron-man-2-0-600-0-900-crop.jpg?v=67e856ad63",
"https://boxd.it/1WZW": "https://a.ltrbxd.com/resized/sm/upload/pf/u6/6h/66/stuart-little-0-600-0-900-crop.jpg?v=34770c5b1f",
"https://boxd.it/1Wow": "https://a.ltrbxd.com/resized/film-poster/4/6/2/8/0/46280-the-iron-giant-0-600-0-900-crop.jpg?v=4684e40750",
"https://boxd.it/1WyQ": "https://a.ltrbxd.com/resized/film-poster/4/6/3/4/4/46344-fantastic-mr-fox-0-600-0-900-crop.jpg?v=3a2a858065",
"https://boxd.it/1XLm": "https://a.ltrbxd.com/resized/film-poster/4/6/8/0/6/46806-the-incredibles-0-600-0-900-crop.jpg?v=dce597a185",
"https://boxd.it/1XMu": "https://a.ltrbxd.com/resized/film-poster/4/6/8/1/3/46813-the-fast-and-the-furious-0-600-0-900-crop.jpg?v=ec37dbaf43",
"https://boxd.it/1XVG": "https://a.ltrbxd.com/resized/film-poster/4/6/8/7/0/46870-bad-boys-0-600-0-900-crop.jpg?v=e93721d2e0",
"https://boxd.it/1XhG": "https://a.ltrbxd.com/resized/sm/upload/qw/zu/zk/ky/iLe8yMOF5we6lvYbKLHzho7ATQk-0-600-0-900-crop.jpg?v=c4c6ebbfa3",
"https://boxd.it/1Xjs": "https://a.ltrbxd.com/resized/film-poster/4/6/6/3/3/46633-brother-bear-0-600-0-900-crop.jpg?v=fbd33ac429",
"https://boxd.it/1YAO": "https://a.ltrbxd.com/resized/film-poster/4/7/1/2/5/47125-south-park-bigger-longer-uncut-0-600-0-900-crop.jpg?v=a071e7698f",
"https://boxd.it/1Yeo": "https://a.ltrbxd.com/resized/film-poster/4/6/9/8/6/46986-the-fast-and-the-furious-tokyo-drift-0-600-0-900-crop.jpg?v=d90305bf54",
"https://boxd.it/1Yh8": "https://a.ltrbxd.com/resized/film-poster/4/7/0/0/3/47003-babe-0-600-0-900-crop.jpg?v=e131e96722",
"https://boxd.it/1Yty": "https://a.ltrbxd.com/resized/film-poster/4/7/0/8/0/47080-the-thief-lord-0-600-0-900-crop.jpg?v=22a569c783",
"https://boxd.it/1Yws": "https://a.ltrbxd.com/resized/sm/upload/wn/0t/9w/2v/mk3UyyaLyXhgIhmLji25OUPXvGR-0-600-0-900-crop.jpg?v=ad94029f2c",
"https://boxd.it/1YzQ": "https://a.ltrbxd.com/resized/film-poster/4/7/1/1/9/47119-the-nightmare-before-christmas-0-600-0-900-crop.jpg?v=cc72c8b470",
"https://boxd.it/1Z8Q": "https://a.ltrbxd.com/resized/film-poster/4/7/3/3/6/47336-kops-0-600-0-900-crop.jpg?v=863b843c16",
"https://boxd.it/1ZLI": "https://a.ltrbxd.com/resized/sm/upload/7j/8o/rt/sd/8wBKXZNod4frLZjAKSDuAcQ2dEU-0-600-0-900-crop.jpg?v=09dbc5bbcb",
"https://boxd.it/1Zo0": "https://a.ltrbxd.com/resized/sm/upload/of/ey/nb/95/iCB8mLrRoMp6sFta1qgZyZgmu9W-0-600-0-900-crop.jpg?v=dffb5a6c22",
"https://boxd.it/1Zui": "https://a.ltrbxd.com/resized/film-poster/4/7/4/6/9/47469-twilight-0-600-0-900-crop.jpg?v=f347bd6a28",
"https://boxd.it/1a5Q": "https://a.ltrbxd.com/resized/film-poster/2/7/7/1/3/27713-x-men-the-last-stand-0-600-0-900-crop.jpg?v=61ff7376df",
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}

1368
ranker.html Normal file
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File diff suppressed because it is too large Load Diff

9
sample.csv Normal file
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@@ -0,0 +1,9 @@
Date,Name,Year,Letterboxd URI,Rating
2024-08-15,Indiana Jones and the Dial of Destiny,2023,https://boxd.it/b8vM,3
2024-08-15,No Time to Die,2021,https://boxd.it/cPX2,3
2024-08-15,The Queen's Gambit,2020,https://boxd.it/s1Ym,3
2024-08-15,Tenet,2020,https://boxd.it/leq4,3
2024-08-15,Star Wars: The Rise of Skywalker,2019,https://boxd.it/5xlK,1
2024-08-15,Joker,2019,https://boxd.it/h4cS,3.5
2024-08-15,Ford v Ferrari,2019,https://boxd.it/ce74,4
2024-08-15,Uncut Gems,2019,https://boxd.it/gXGc,3.5
1 Date Name Year Letterboxd URI Rating
2 2024-08-15 Indiana Jones and the Dial of Destiny 2023 https://boxd.it/b8vM 3
3 2024-08-15 No Time to Die 2021 https://boxd.it/cPX2 3
4 2024-08-15 The Queen's Gambit 2020 https://boxd.it/s1Ym 3
5 2024-08-15 Tenet 2020 https://boxd.it/leq4 3
6 2024-08-15 Star Wars: The Rise of Skywalker 2019 https://boxd.it/5xlK 1
7 2024-08-15 Joker 2019 https://boxd.it/h4cS 3.5
8 2024-08-15 Ford v Ferrari 2019 https://boxd.it/ce74 4
9 2024-08-15 Uncut Gems 2019 https://boxd.it/gXGc 3.5

145
serve.py Normal file
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@@ -0,0 +1,145 @@
#!/usr/bin/env python3
"""Serve ranker.html on localhost and resolve Letterboxd posters for it.
Usage:
python serve.py [--port 8731] [--no-browser]
The page cannot fetch letterboxd.com itself: a browser blocks it as a cross-origin
request. This server does the fetching, so dropping a ratings.csv onto the page is
enough. Resolved posters are cached in posters.json, which the standalone page also
accepts if you would rather open ranker.html directly.
"""
import argparse
import json
import os
import socket
import threading
import webbrowser
from concurrent.futures import ThreadPoolExecutor
from http.server import SimpleHTTPRequestHandler, ThreadingHTTPServer
import fetch_posters
ROOT = os.path.dirname(os.path.abspath(__file__))
CACHE_PATH = os.path.join(ROOT, "posters.json")
MAX_URIS_PER_REQUEST = 60
cache = {}
cache_lock = threading.Lock()
def resolve(uris):
wanted = []
with cache_lock:
for uri in uris:
if uri not in cache and uri not in wanted:
wanted.append(uri)
if wanted:
with ThreadPoolExecutor(max_workers=fetch_posters.WORKERS) as pool:
found = list(pool.map(fetch_posters.fetch_poster, wanted))
with cache_lock:
for uri, poster in zip(wanted, found):
cache[uri] = poster
fetch_posters.save_cache(CACHE_PATH, cache)
hits = len([poster for poster in found if poster])
print(" resolved %d of %d" % (hits, len(wanted)))
with cache_lock:
return {uri: cache.get(uri) for uri in uris}
# Windows would happily let a second process bind a port that is already being served, so
# ask whether anyone answers there first. Refusing to reuse the address would catch that too,
# but it also blocks the port for a couple of minutes after a restart, and moving to another
# port loses the saved progress, which belongs to the original one.
def port_in_use(port):
probe = socket.socket()
probe.settimeout(0.4)
try:
return probe.connect_ex(("127.0.0.1", port)) == 0
finally:
probe.close()
class Handler(SimpleHTTPRequestHandler):
def __init__(self, *args, **kwargs):
super().__init__(*args, directory=ROOT, **kwargs)
def send_json(self, payload, status=200):
body = json.dumps(payload).encode("utf-8")
self.send_response(status)
self.send_header("Content-Type", "application/json")
self.send_header("Content-Length", str(len(body)))
self.end_headers()
self.wfile.write(body)
def do_GET(self):
if self.path == "/api/health":
self.send_json({"ok": True, "cached": len(cache)})
return
if self.path == "/":
self.path = "/ranker.html"
super().do_GET()
def do_POST(self):
if self.path != "/api/posters":
self.send_error(404)
return
try:
length = int(self.headers.get("Content-Length", "0"))
payload = json.loads(self.rfile.read(length).decode("utf-8"))
uris = [uri for uri in payload.get("uris", []) if isinstance(uri, str) and uri.strip()]
except (ValueError, TypeError) as error:
self.send_json({"error": str(error)}, 400)
return
self.send_json(resolve(uris[:MAX_URIS_PER_REQUEST]))
def log_message(self, fmt, *args):
pass
def main():
parser = argparse.ArgumentParser(description=__doc__)
# Above the common dev ports and below the 49152 ephemeral range, so nothing
# should take it. Progress is saved per origin, so keep this stable: on another
# port the browser treats the page as a different site and offers no resume.
parser.add_argument("--port", type=int, default=8791)
parser.add_argument("--no-browser", action="store_true")
args = parser.parse_args()
global cache
cache = fetch_posters.load_cache(CACHE_PATH)
server = None
for port in range(args.port, args.port + 10):
if port_in_use(port):
print("Port %d is already serving something, trying %d." % (port, port + 1))
print("Saved progress belongs to port %d, so it will not be offered here." % args.port)
continue
try:
server = ThreadingHTTPServer(("127.0.0.1", port), Handler)
break
except OSError as error:
print("Port %d could not be opened (%s), trying %d." % (port, error, port + 1))
if server is None:
print("Could not find a free port from %d to %d." % (args.port, args.port + 9))
return
url = "http://127.0.0.1:%d/" % port
print("Letterboxd Pairwise Ranker at %s" % url)
print("%d posters already cached in %s" % (len([v for v in cache.values() if v]), CACHE_PATH))
print("Drop your ratings.csv onto the page. Ctrl+C to stop.")
if not args.no_browser:
webbrowser.open(url)
try:
server.serve_forever()
except KeyboardInterrupt:
print("\nStopped.")
finally:
server.server_close()
if __name__ == "__main__":
main()