arborist/tests/test_distill_recursive.py
russell@unturf.com 8d6961fcc1
aborist/arborist
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2026-05-07 09:31:49 -04:00

104 lines
3.4 KiB
Python

"""Recursive distillation: cores can be distilled into depth+1 cores."""
from __future__ import annotations
import json
from typing import Iterator
from arborist.distill import FirstSentenceDistiller
from arborist.distill.runner import distill_existing
from arborist.document import Document
from arborist.ingest import ingest_source
from arborist.merkle import proof_from_dict, verify_proof
from arborist.source import Source
from arborist.store import connect
class FakeSource(Source):
source_type = "test"
def __init__(self, docs: list[Document]):
self.docs = docs
def iter_documents(self) -> Iterator[Document]:
yield from self.docs
def _doc(uri: str, content: str) -> Document:
return Document(uri=uri, content=content, source_type="test", title=uri)
# Multi-paragraph source so distill produces multi-chunk cores.
LONG = (
"First paragraph one. " * 80
+ "\n\n"
+ "Second paragraph here. " * 80
+ "\n\n"
+ "Third paragraph follows. " * 80
+ "\n\n"
+ "Fourth paragraph closes. " * 80
)
def test_recursive_distill_increments_compression_depth(tmp_path):
db = tmp_path / "rec.db"
conn = connect(db)
try:
ingest_source(conn, FakeSource([_doc("test://x", LONG)]))
d = FirstSentenceDistiller()
# Round 1: surface -> depth=1 cores
r1 = distill_existing(conn, d, kind="surface")
assert r1["distilled"] == 1
depths = conn.execute(
"SELECT compression_depth FROM documents WHERE kind='core'"
).fetchall()
assert all(r["compression_depth"] == 1 for r in depths)
# Round 2: core -> depth=2 cores
r2 = distill_existing(conn, d, kind="core")
# The depth=1 core may itself produce a depth=2 core if it's long
# enough for the chunker. With LONG above, the core has 4 sentences
# -> at least 1 chunk -> recursive distill yields 1 deeper core.
assert r2["distilled"] >= 1 or r2["skipped_existing"] >= 1
if r2["distilled"] >= 1:
d2 = conn.execute(
"SELECT compression_depth FROM documents WHERE compression_depth >= 2"
).fetchall()
assert len(d2) >= 1
finally:
conn.close()
def test_recursive_distill_proofs_still_verify(tmp_path):
"""A depth=2 core's derivation_proof must reconstruct its depth=1 source."""
db = tmp_path / "rec_proof.db"
conn = connect(db)
try:
ingest_source(conn, FakeSource([_doc("test://verify", LONG)]))
d = FirstSentenceDistiller()
distill_existing(conn, d, kind="surface")
distill_existing(conn, d, kind="core")
# Find any depth=2 derivation if present.
rows = conn.execute(
"SELECT der.proof_blob, der.src_root "
"FROM derivations der "
"JOIN documents core ON core.document_root = der.core_root "
"WHERE core.compression_depth = 2"
).fetchall()
if not rows:
# Acceptable: if the depth=1 core was too short to produce a
# meaningful depth=2 core, the test is a no-op.
return
for row in rows:
blob = json.loads(row["proof_blob"])
for entry in blob["contributing"]:
proof = proof_from_dict(entry["proof"])
assert verify_proof(proof)
assert proof.root.hex() == row["src_root"]
finally:
conn.close()