Initial commit of mass ranker code

.gitignore

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+# == unique ==
+sqlite_tools
+
+
+# == common ==
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+.idea/

main.py

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+import sys
+from datetime import datetime, UTC
+from typing import Optional
+import os.path
+
+from massranker.state import StateT, ItemT
+from massranker.storage import Storage
+
+
+def main():
+    if len(sys.argv) != 2:
+        print("massranker <ontology>")
+        exit(1)
+
+    ontology = sys.argv[1]
+
+    def _ontology_path(fname):
+        return os.path.join("ontologies", ontology, fname)
+
+    def _write_rankings(state: StateT):
+        with open(_ontology_path("rankings.txt"), "wt") as f:
+            for ix, (name, elo) in enumerate(state.dump_rankings(), start=1):
+                f.write("{: >4}. {} ({})\n".format(ix, name, elo))
+
+
+    names = []
+    with open(_ontology_path("names.txt"), "rt") as f:
+        for line in f.read().split("\n"):
+            if line.strip() == "":
+                continue
+            names.append(line)
+
+    with Storage.transact(_ontology_path("rankings.db")) as storage:
+        state: StateT = storage.fetch_last_state()
+        _write_rankings(state)
+
+        while True:
+            state: StateT = storage.fetch_last_state()
+            state.do_tournament(names, _ask)
+            storage.store_state(state)
+
+            _write_rankings(state)
+
+
+
+def _ask(item0: ItemT, item1: ItemT) -> Optional[ItemT]:
+    print("Which do you prefer?")
+    print(f"  0: {item0.name}")
+    print(f"  1: {item1.name}")
+    print(f"  2: neither")
+
+    while True:
+        i = input("0/1/2> ")
+        if i == "0":
+            return item0
+        elif i == "1":
+            return item1
+        elif i == "2":
+            return None
+        print(f"unexpected input: {i}")
+
+
+
+if __name__ == "__main__":
+    main()

massranker/elo.py

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+# Source: https://github.com/rshk/elo/blob/master/elo.py
+
+def expected(a, b):
+    return 1 / (1 + 10 ** ((b - a) / 400))
+
+def elo(old, exp, score, k=32):
+    return old + k * (score - exp)

massranker/state.py

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+import random
+from collections.abc import Callable
+from datetime import datetime, UTC, timedelta
+from typing import Optional
+
+from pydantic import BaseModel
+
+from massranker.elo import expected, elo
+
+class ItemT(BaseModel):
+    name: str
+    elo: float
+    enabled: bool
+
+
+class StateT(BaseModel):
+    items: list[ItemT]
+
+    @classmethod
+    def default(cls):
+        return StateT(items=[])
+
+    def _bring_up_to_date(self, names: list[str]):
+        names_set = set(names)
+        seen = set()
+
+        # == first: figure out the list of enabled names ==
+        for i in self.items:
+            i.enabled = i.name in names_set
+            seen.add(i.name)
+
+        remaining_names = names_set - seen
+        for name in remaining_names:
+            self.items.append(ItemT(
+                name=name,
+                elo=1500,
+                enabled=True,
+            ))
+
+    def do_tournament(self, names: list[str], callback: Callable[[ItemT, ItemT], Optional[ItemT]]):
+        # bring up to date
+        self._bring_up_to_date(names)
+
+        # set up a tournament
+        possible_entrants = [i for i in self.items if i.enabled]
+        if len(possible_entrants) < 2:
+            raise ValueError("need at least two things to compare")
+
+        entrants = random.sample(possible_entrants, k=2)
+
+        # ask for a winner
+        winner = callback(entrants[0], entrants[1])
+
+        # update elo
+        score_0 = 0.0
+        score_1 = 0.0
+
+        if winner is None:
+            score_0 += 0.5
+            score_1 += 0.5
+        elif winner == entrants[0]:
+            score_0 += 1.0
+        elif winner == entrants[1]:
+            score_1 += 1.0
+
+        expected_score_0 = expected(entrants[0].elo, entrants[1].elo)
+        expected_score_1 = expected(entrants[1].elo, entrants[0].elo)
+        # assert expected_score_0 == 1 - expected_score_1
+
+        entrants[0].elo = elo(entrants[0].elo, expected_score_0, score_0)
+        entrants[1].elo = elo(entrants[1].elo, expected_score_1, score_1)
+
+    def dump_rankings(self) -> list[tuple[str, int]]:
+        return [
+            (e.name, int(e.elo))
+            for e in sorted(self.items, key=lambda e: e.elo, reverse=True)
+            if e.enabled
+        ]

massranker/storage.py

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+import sqlite3
+from contextlib import contextmanager
+from datetime import datetime
+from typing import Generator
+
+from massranker.state import StateT
+
+
+class Storage(object):
+    def __init__(self, db: sqlite3.Connection):
+        self._db = db
+
+    @classmethod
+    @contextmanager
+    def transact(cls, name) -> Generator["Storage", None, None]:
+        db = sqlite3.connect(name)
+
+        db.execute("""
+        CREATE TABLE IF NOT EXISTS states(
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            value BLOB CHECK (json_valid(value, 0x08))
+        ) STRICT;
+        """)
+
+        yield Storage(db)
+        db.close()
+
+    def fetch_last_state(self) -> StateT:
+        cursor = self._db.execute(
+            """SELECT json(value) FROM states ORDER BY id DESC LIMIT 1;"""
+        )
+        rows = list(cursor)
+        if len(rows) == 0:
+            return StateT.default()
+
+        (value,) = rows[0]
+
+        return StateT.model_validate_json(value)
+
+    def store_state(self, state: StateT):
+        c = self._db.cursor()
+        c.execute("BEGIN;")
+        try:
+            c.execute(
+                """INSERT INTO states(value) VALUES (jsonb(:value));""",
+                dict(value=state.model_dump_json())
+            )
+            # keep 100 previous versions
+            c.execute(
+                """
+                DELETE FROM states 
+                WHERE id NOT IN 
+                (SELECT id FROM states ORDER BY id DESC LIMIT 100);
+                """,
+            )
+            c.execute("COMMIT;")
+        except:
+            c.execute("ROLLBACK;")
+            raise

ontologies/.gitignore

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+**/rankings.db
+**/rankings.txt

ontologies/music/names.txt

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+Saturday - Childish Gambino
+Alice - Moby (Noisia Remix)

poetry.lock

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+
+[[package]]
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+description = "Reusable constraint types to use with typing.Annotated"
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pyproject.toml

@@ -0,0 +1,15 @@
+[tool.poetry]
+name = "massranker"
+version = "0.1.0"
+description = ""
+authors = ["Nyeogmi <economicsbat@gmail.com>"]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.10"
+pydantic = "^2.9.2"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"