2026-07-29 03:12:30 -04:00
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"""Reproducible Milestone 0 timing, memory, rendering, and response-size baseline."""
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from __future__ import annotations
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import argparse
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import json
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import math
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import platform
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import resource
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import statistics
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import subprocess
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import sys
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import tempfile
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import time
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from collections.abc import Callable
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from pathlib import Path
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from typing import cast
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from docforge.application import CanonicalApplicationService, GenericCanonicalApplier
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from docforge.changesets import ChangesetStore
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from docforge.context import compile_context
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from docforge.index import ProjectIndex
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from docforge.mcp_server import DocForgeService
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from docforge.project import Project
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from docforge.rendering import RenderService
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from docforge.visualization import VisualizationIndexSnapshot
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ROOT = Path(__file__).resolve().parents[1]
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def _parser() -> argparse.ArgumentParser:
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parser = argparse.ArgumentParser(
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description="Measure DocForge against a disposable deterministic generic project."
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)
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parser.add_argument("--nodes", type=int, default=1000)
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parser.add_argument("--samples", type=int, default=10)
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parser.add_argument("--cold-samples", type=int, default=3)
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parser.add_argument("--output", type=Path)
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return parser
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def _node_id(index: int) -> str:
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return f"guide.node-{index:04d}"
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def _write_project(root: Path, node_count: int) -> None:
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content_root = root / "docs" / "content"
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template_root = root / "docs" / "templates"
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descriptor_root = root / ".docforge"
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content_root.mkdir(parents=True)
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template_root.mkdir(parents=True)
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descriptor_root.mkdir(parents=True)
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(root / "POLICY.md").write_text(
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"# Synthetic benchmark policy\n\n"
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"This disposable project measures repository-native DocForge operations.\n",
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encoding="utf-8",
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)
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(template_root / "manual.html").write_text(
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'<!doctype html><html lang="en"><head><meta charset="utf-8">'
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"<title>{{ docforge_title }}</title></head>"
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'<body data-project="{{ docforge_project_id }}" '
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'data-view="{{ docforge_view_id }}"><main>{{ docforge_content }}</main></body></html>\n',
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encoding="utf-8",
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)
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(descriptor_root / "project.toml").write_text(
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f"""schema_version = 1
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project_id = "synthetic-{node_count}"
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title = "Synthetic {node_count} Node Baseline"
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adapter = "generic"
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[sources]
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content_roots = ["docs/content"]
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authority_files = ["POLICY.md"]
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[derived]
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cache_root = ".docforge/cache"
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index = ".docforge/cache/index.sqlite3"
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[changesets]
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root = ".docforge/changesets"
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[[changesets.writers]]
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id = "benchmark-editor"
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families = ["guide"]
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operations = ["create", "update", "move", "delete"]
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[render]
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template_root = "docs/templates"
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preview_root = ".docforge/previews"
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[[render.views]]
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id = "manual"
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renderer = "generic_html"
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template = "manual.html"
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output = ".docforge/rendered/manual.html"
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title = "Synthetic Manual"
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families = ["guide"]
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[graph]
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allowed_relations = ["depends_on", "relates_to"]
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[limits]
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max_source_bytes = 100000
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max_nodes = {max(node_count * 2, 100)}
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max_query_chars = 200
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max_results = 100
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max_traversal_depth = 8
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max_context_tokens = 32000
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max_tool_output_chars = 5000000
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max_changesets = 100
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max_changeset_operations = 100
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max_changeset_bytes = 1000000
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max_render_views = 10
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max_template_bytes = 1000000
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max_render_bytes = 20000000
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[[profiles]]
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id = "active"
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families = ["guide"]
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statuses = ["active"]
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required_nodes = ["{_node_id(node_count - 1)}"]
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token_budget = 32000
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dependency_depth = 8
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""",
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encoding="utf-8",
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)
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for index in range(node_count):
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relationships = f'depends_on = ["{_node_id(index - 1)}"]\n' if index > 0 else ""
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(content_root / f"node-{index:04d}.md").write_text(
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f"""+++
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schema_version = 1
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id = "{_node_id(index)}"
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title = "Synthetic node {index:04d}"
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family = "guide"
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authority = "derived"
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status = "active"
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tags = ["synthetic", "batch-{index // 100:02d}"]
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summary = "Synthetic measurement node {index:04d} for the repository-native baseline."
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{relationships}+++
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This deterministic benchmark content exists only in a disposable temporary directory.
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""",
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encoding="utf-8",
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)
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2026-07-29 05:07:16 -04:00
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def write_synthetic_project(root: Path, node_count: int) -> None:
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"""Create the shared disposable generic benchmark fixture."""
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_write_project(root, node_count)
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2026-07-29 03:12:30 -04:00
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def _json_size(value: object) -> int | None:
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if value is None:
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return None
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if isinstance(value, str):
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return len(value.encode("utf-8"))
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return len(
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json.dumps(value, sort_keys=True, separators=(",", ":"), default=str).encode("utf-8")
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)
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def _measure(
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operation: Callable[[], object],
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*,
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samples: int,
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warmups: int = 1,
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response_size: bool = True,
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) -> tuple[dict[str, object], object]:
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for _ in range(warmups):
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operation()
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durations: list[float] = []
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last: object = None
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for _ in range(samples):
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started = time.perf_counter_ns()
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last = operation()
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durations.append((time.perf_counter_ns() - started) / 1_000_000)
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ordered = sorted(durations)
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p95_index = max(0, math.ceil(len(ordered) * 0.95) - 1)
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result: dict[str, object] = {
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"samples": samples,
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"median_ms": round(statistics.median(ordered), 3),
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"p95_ms": round(ordered[p95_index], 3),
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"min_ms": round(ordered[0], 3),
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"max_ms": round(ordered[-1], 3),
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}
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if response_size:
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result["response_bytes"] = _json_size(last)
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return result, last
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2026-07-29 05:07:16 -04:00
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def measure_operation(
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operation: Callable[[], object],
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*,
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samples: int,
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warmups: int = 1,
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response_size: bool = True,
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) -> tuple[dict[str, object], object]:
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"""Measure one operation using the shared baseline method."""
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return _measure(
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operation,
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samples=samples,
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warmups=warmups,
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response_size=response_size,
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)
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def synthetic_node_id(index: int) -> str:
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"""Return one deterministic node identifier from the shared fixture."""
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return _node_id(index)
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2026-07-29 03:12:30 -04:00
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def _run(command: list[str]) -> str:
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return subprocess.run(
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command,
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cwd=ROOT,
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check=True,
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capture_output=True,
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text=True,
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).stdout
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def _git(command: list[str]) -> str:
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return subprocess.run(
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["git", *command],
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cwd=ROOT,
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check=True,
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capture_output=True,
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text=True,
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).stdout.strip()
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def _benchmark(root: Path, node_count: int, samples: int, cold_samples: int) -> dict[str, object]:
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target = _node_id(node_count - 1)
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project = Project.open(root)
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index = ProjectIndex(project)
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operations: dict[str, object] = {}
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operations["project_open"], _ = _measure(
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lambda: Project.open(root),
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samples=samples,
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response_size=False,
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)
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operations["project_load"], _ = _measure(
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project.load,
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samples=samples,
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response_size=False,
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)
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operations["full_index_build"], _ = _measure(
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index.build,
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samples=max(1, cold_samples),
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warmups=0,
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)
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def cold_synchronize() -> dict[str, object]:
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index.path.unlink(missing_ok=True)
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index.attestation_path.unlink(missing_ok=True)
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return ProjectIndex(project).synchronize()
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operations["cold_synchronize"], _ = _measure(
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cold_synchronize,
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samples=cold_samples,
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warmups=0,
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)
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index = ProjectIndex(project)
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index.synchronize()
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operations["full_index_check"], _ = _measure(index.check, samples=samples)
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operations["warm_no_change_synchronize"], _ = _measure(
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index.synchronize,
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samples=samples,
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)
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operations["exact_node"], _ = _measure(
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lambda: index.get_node(target),
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samples=samples,
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)
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operations["search_limit_20"], _ = _measure(
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lambda: index.search("Synthetic measurement", limit=20),
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samples=samples,
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)
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operations["dependencies_depth_8"], _ = _measure(
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lambda: index.dependencies(target, depth=8),
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samples=samples,
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)
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operations["impact_depth_8"], _ = _measure(
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lambda: index.impact(_node_id(0), depth=8),
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samples=samples,
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)
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operations["context_32k"], context = _measure(
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lambda: compile_context(index, "active", 32000),
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samples=samples,
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)
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renderer = RenderService(project)
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operations["manual_render"], _ = _measure(
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lambda: renderer.render("manual"),
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samples=max(1, cold_samples),
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warmups=0,
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)
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operations["manual_render_status"], _ = _measure(
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lambda: renderer.status("manual"),
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samples=samples,
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)
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operations["viewer_snapshot_pin"], _ = _measure(
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lambda: VisualizationIndexSnapshot(index, index.check()),
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samples=max(1, cold_samples),
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response_size=False,
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)
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snapshot = VisualizationIndexSnapshot(index, index.check())
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operations["viewer_overview"], _ = _measure(snapshot.overview, samples=samples)
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operations["viewer_search_limit_20"], _ = _measure(
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lambda: snapshot.search(
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query="Synthetic measurement",
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family=None,
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kind=None,
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language=None,
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capability=None,
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limit=20,
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),
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samples=samples,
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)
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operations["viewer_neighborhood_depth_8"], _ = _measure(
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lambda: snapshot.node(target, depth=8, limit=100),
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samples=samples,
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)
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operations["viewer_web_depth_8"], _ = _measure(
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lambda: snapshot.web(target, depth=8, limit=100),
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samples=samples,
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)
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service = DocForgeService(project)
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operations["mcp_bootstrap"], _ = _measure(service.bootstrap, samples=samples)
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operations["mcp_exact_node"], _ = _measure(
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lambda: service.invoke(lambda: service.index.get_node(target)),
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samples=samples,
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)
|
|
|
|
|
operations["mcp_search_limit_20"], _ = _measure(
|
|
|
|
|
lambda: service.invoke(lambda: service.index.search("Synthetic measurement", limit=20)),
|
|
|
|
|
samples=samples,
|
|
|
|
|
)
|
|
|
|
|
operations["mcp_context_32k"], _ = _measure(
|
|
|
|
|
lambda: service.invoke(lambda: compile_context(service.index, "active", 32000)),
|
|
|
|
|
samples=samples,
|
|
|
|
|
)
|
|
|
|
|
operations["mcp_render_status"], _ = _measure(
|
|
|
|
|
lambda: service.render_status("manual"),
|
|
|
|
|
samples=samples,
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
store = ChangesetStore(project, "benchmark-editor")
|
|
|
|
|
registration_counter = 0
|
|
|
|
|
|
|
|
|
|
def register() -> dict[str, object]:
|
|
|
|
|
nonlocal registration_counter
|
|
|
|
|
registration_counter += 1
|
2026-07-29 03:16:18 -04:00
|
|
|
proposal_node = _node_id(node_count - registration_counter)
|
2026-07-29 03:12:30 -04:00
|
|
|
return store.register(
|
|
|
|
|
f"benchmark-{registration_counter:03d}",
|
|
|
|
|
[
|
|
|
|
|
{
|
|
|
|
|
"operation": "update",
|
2026-07-29 03:16:18 -04:00
|
|
|
"node_id": proposal_node,
|
2026-07-29 03:12:30 -04:00
|
|
|
"metadata": {
|
|
|
|
|
"summary": (
|
|
|
|
|
"Synthetic measurement node updated only inside a benchmark proposal."
|
|
|
|
|
)
|
|
|
|
|
},
|
|
|
|
|
"rationale": "Measure atomic registration without changing canonical sources.",
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
)
|
|
|
|
|
|
2026-07-29 03:16:18 -04:00
|
|
|
registration_samples = min(samples, 10, node_count)
|
2026-07-29 03:12:30 -04:00
|
|
|
operations["changeset_register"], registered = _measure(
|
|
|
|
|
register,
|
|
|
|
|
samples=registration_samples,
|
|
|
|
|
warmups=0,
|
|
|
|
|
)
|
|
|
|
|
changeset_id = f"benchmark-{registration_counter:03d}"
|
|
|
|
|
operations["changeset_validate"], _ = _measure(
|
|
|
|
|
lambda: store.validate(changeset_id),
|
|
|
|
|
samples=samples,
|
|
|
|
|
)
|
|
|
|
|
operations["changeset_diff"], _ = _measure(
|
|
|
|
|
lambda: store.diff(changeset_id),
|
|
|
|
|
samples=samples,
|
|
|
|
|
)
|
|
|
|
|
if not isinstance(registered, dict):
|
|
|
|
|
raise RuntimeError("Changeset registration returned an invalid result")
|
|
|
|
|
registered_result = cast(dict[str, object], registered)
|
|
|
|
|
application = CanonicalApplicationService(
|
|
|
|
|
project,
|
|
|
|
|
applier_id="benchmark-editor",
|
|
|
|
|
applier=GenericCanonicalApplier(project),
|
|
|
|
|
)
|
|
|
|
|
operations["exact_hash_apply_and_refresh"], _ = _measure(
|
|
|
|
|
lambda: application.apply(changeset_id, str(registered_result["changeset_hash"])),
|
|
|
|
|
samples=1,
|
|
|
|
|
warmups=0,
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
operations["cli_info_startup"], _ = _measure(
|
|
|
|
|
lambda: _run(
|
|
|
|
|
[
|
|
|
|
|
sys.executable,
|
|
|
|
|
"-m",
|
|
|
|
|
"docforge.cli",
|
|
|
|
|
"--project-root",
|
|
|
|
|
str(root),
|
|
|
|
|
"info",
|
|
|
|
|
]
|
|
|
|
|
),
|
|
|
|
|
samples=max(1, cold_samples),
|
|
|
|
|
warmups=0,
|
|
|
|
|
)
|
|
|
|
|
operations["cli_exact_startup"], _ = _measure(
|
|
|
|
|
lambda: _run(
|
|
|
|
|
[
|
|
|
|
|
sys.executable,
|
|
|
|
|
"-m",
|
|
|
|
|
"docforge.cli",
|
|
|
|
|
"--project-root",
|
|
|
|
|
str(root),
|
|
|
|
|
"show",
|
|
|
|
|
target,
|
|
|
|
|
]
|
|
|
|
|
),
|
|
|
|
|
samples=max(1, cold_samples),
|
|
|
|
|
warmups=0,
|
|
|
|
|
)
|
|
|
|
|
operations["mcp_import_and_help"], _ = _measure(
|
|
|
|
|
lambda: _run([sys.executable, "-m", "docforge.mcp_server", "--help"]),
|
|
|
|
|
samples=max(1, cold_samples),
|
|
|
|
|
warmups=0,
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
manual_path = root / ".docforge" / "rendered" / "manual.html"
|
|
|
|
|
static_asset_bytes = sum(
|
|
|
|
|
path.stat().st_size
|
|
|
|
|
for path in (
|
|
|
|
|
ROOT / "src" / "docforge" / "assets" / "graph.html",
|
|
|
|
|
ROOT / "src" / "docforge" / "assets" / "graph.css",
|
|
|
|
|
ROOT / "src" / "docforge" / "assets" / "graph.js",
|
|
|
|
|
)
|
|
|
|
|
)
|
|
|
|
|
return {
|
|
|
|
|
"fixture": {
|
|
|
|
|
"kind": "synthetic_generic",
|
|
|
|
|
"node_count": node_count,
|
|
|
|
|
"edge_count": node_count - 1,
|
|
|
|
|
"source_file_count": node_count,
|
|
|
|
|
"context_budget_tokens": 32000,
|
|
|
|
|
"traversal_depth": 8,
|
|
|
|
|
},
|
|
|
|
|
"operations": operations,
|
|
|
|
|
"sizes": {
|
|
|
|
|
"context_compact_bytes": _json_size(context),
|
|
|
|
|
"manual_artifact_bytes": manual_path.stat().st_size,
|
|
|
|
|
"static_viewer_assets_bytes": static_asset_bytes,
|
|
|
|
|
},
|
|
|
|
|
"process_peak_rss_kib": int(resource.getrusage(resource.RUSAGE_SELF).ru_maxrss),
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def main() -> int:
|
|
|
|
|
arguments = _parser().parse_args()
|
|
|
|
|
if arguments.nodes < 2:
|
|
|
|
|
raise SystemExit("--nodes must be at least 2")
|
|
|
|
|
if arguments.samples < 1 or arguments.cold_samples < 1:
|
|
|
|
|
raise SystemExit("sample counts must be positive")
|
|
|
|
|
with tempfile.TemporaryDirectory(prefix="docforge-milestone0-") as directory:
|
|
|
|
|
root = Path(directory).resolve()
|
|
|
|
|
_write_project(root, arguments.nodes)
|
|
|
|
|
measurement = _benchmark(
|
|
|
|
|
root,
|
|
|
|
|
arguments.nodes,
|
|
|
|
|
arguments.samples,
|
|
|
|
|
arguments.cold_samples,
|
|
|
|
|
)
|
|
|
|
|
status = _git(["status", "--porcelain"])
|
|
|
|
|
result: dict[str, object] = {
|
|
|
|
|
"schema_version": 1,
|
|
|
|
|
"benchmark": "docforge2_milestone0",
|
|
|
|
|
"source": {
|
|
|
|
|
"revision": _git(["rev-parse", "HEAD"]),
|
|
|
|
|
"dirty": bool(status),
|
|
|
|
|
},
|
|
|
|
|
"environment": {
|
|
|
|
|
"platform": platform.platform(),
|
|
|
|
|
"machine": platform.machine(),
|
|
|
|
|
"python": platform.python_version(),
|
|
|
|
|
"implementation": platform.python_implementation(),
|
|
|
|
|
},
|
|
|
|
|
"method": {
|
|
|
|
|
"clock": "time.perf_counter_ns",
|
|
|
|
|
"memory": "resource.getrusage(RUSAGE_SELF).ru_maxrss",
|
|
|
|
|
"response_size": "UTF-8 bytes of compact sorted JSON",
|
|
|
|
|
"samples": arguments.samples,
|
|
|
|
|
"cold_samples": arguments.cold_samples,
|
|
|
|
|
},
|
|
|
|
|
**measurement,
|
|
|
|
|
"known_gaps": [
|
|
|
|
|
"Generic warm reads still parse canonical source files.",
|
|
|
|
|
"Compiler stages are not separately instrumented.",
|
|
|
|
|
"Scaled incremental extraction is not measured by this generic fixture.",
|
|
|
|
|
"Manual planning is not separated from rendering.",
|
|
|
|
|
"Portable graph planning and rendering do not exist in Milestone 0.",
|
|
|
|
|
"Per-operation peak RSS requires an external process harness.",
|
|
|
|
|
],
|
|
|
|
|
}
|
|
|
|
|
encoded = json.dumps(result, sort_keys=True, indent=2) + "\n"
|
|
|
|
|
if arguments.output is not None:
|
|
|
|
|
output = arguments.output.resolve()
|
|
|
|
|
output.parent.mkdir(parents=True, exist_ok=True)
|
|
|
|
|
output.write_text(encoded, encoding="utf-8")
|
|
|
|
|
sys.stdout.write(encoded)
|
|
|
|
|
return 0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if __name__ == "__main__":
|
|
|
|
|
raise SystemExit(main())
|
