mark rosenberg
d4a8a587f0
Migrates the reaper-king-no-more proof of concept into decks/reaper-king-no-more/
as the first deck under a shared tools/ engine, so the repo can hold many
Commander decks instead of one implicit one.
- tools/deckctx.py: new shared DeckContext, resolves --deck / $MTG_DECK / cwd,
loads a deck's config.yaml, and derives color identity from the commander's
own card data (never a hardcoded color combination).
- cards.py: drop the JUND=frozenset("BRG") constant; jund_legal() renamed to
identity_legal(card, identity); DB() takes an explicit blacklist_path since
the blacklist is per-deck, not shared.
- combos.py, roles.py, similar.py, similar_text.py, bracket_check.py: take
--deck, use the deck's real identity instead of Jund/BRG.
- power.py, card_stats.py, forge_report.py: OURS deck-name constant now comes
from the deck's config (name: / commander), matched via DeckContext instead
of hardcoded "Reaper King No More".
- to_dck.py, batch_run.py, ab_test.py: .dck filename and [metadata] Name= are
derived from the deck (slug / config name), not a hardcoded "reaper.dck".
- generate.py: RECIPES and make_variants.py's VARIANTS (deck-specific
hypotheses) moved out of Python into decks/reaper-king-no-more/variants.yaml;
protected cards now come from config.yaml's protected: list instead of a
hardcoded set.
- New tools/mtg dispatcher: `tools/mtg decks/<name> <tool> [args...]` runs any
tool against any deck without cd-ing into its directory.
- data/ (Scryfall/MTGJSON/Spellbook bulk, ~1.2GB, gitignored) and embeddings.npz
move to the repo root as shared, commander-format-wide data.
- docs/howto.md: moved from the deck dir (it documents the tool, not the deck)
and updated its example commands to the real generalized CLI.
- README.md: rewritten to describe the multi-deck repo and point at
decks/reaper-king-no-more as the reference example.
Verified after the change: bracket_check, combos, and roles against
reaper-king-no-more reproduce the exact PASS/11-combos/role-profile numbers
from before the move; generate.py --list now loads recipes from YAML;
make_variants.py reproduces all 7 hand-curated variants including the
mikaeus FAIL control case; to_dck.py derives the right Name= and filename;
variant.py and compare.py reproduce decks/README.md's original numbers
exactly. The original POC at ~/mtg/reaper-king-no-more is untouched.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01QPKgLYpMR8szWNFXyK1XNu
40 lines
1.5 KiB
Python
40 lines
1.5 KiB
Python
#!/usr/bin/env python3
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"""Search cards by ABILITY TEXT rather than by an existing card.
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python3 tools/similar_text.py --deck decks/reaper-king-no-more "whenever a creature an opponent controls dies, put it onto the battlefield under your control"
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"""
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import sys, os, json, numpy as np
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from sentence_transformers import SentenceTransformer
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sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
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from deckctx import DeckContext, ROOT
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from cards import DB
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ctx = DeckContext.from_args()
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db = DB(blacklist_path=ctx.blacklist_path)
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identity = ctx.identity(db)
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k = 15
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args = sys.argv[1:]
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if "-n" in args:
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i = args.index("-n"); k = int(args[i+1]); del args[i:i+2]
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q = " ".join(args) or sys.exit(__doc__)
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z = np.load(os.path.join(ROOT, "data", "embeddings.npz"), allow_pickle=True)
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names, emb = list(z["names"]), z["embedding"]
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m = SentenceTransformer("Alibaba-NLP/gte-modernbert-base", device="cuda", trust_remote_code=True)
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qv = m.encode([json.dumps({"text": q}, indent=2)], normalize_embeddings=True)[0]
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ci, legal = {}, {}
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for l in open(os.path.join(ROOT, "data", "oracle-cards.jsonl")):
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c = json.loads(l)
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ci[c["name"]] = set(c.get("color_identity", []))
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legal[c["name"]] = c.get("legalities", {}).get("commander") == "legal"
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print(f'~~ cards whose text reads like: "{q}" ({"".join(sorted(identity))}-legal only) ~~')
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for i in np.argsort(-(emb @ qv)):
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n = names[i]
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if not legal.get(n) or not ci.get(n, {"W"}) <= identity: continue
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print(f" {(emb @ qv)[i]:.3f} {n}")
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k -= 1
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if k == 0: break
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