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Builds on the now-merged personas (#1732). Two pieces: ### 1. Lossless compaction for EXCLUDED tool output Excluded tools (Read/Grep/Glob/Write/Edit) stay out of *lossy* compression, but their output is compacted by detected shape: | shape | transform | guarantee | |---|---|---| | grep (SEARCH) | ripgrep --heading fold | **byte-lossless** (`search_unheading` recovers) | | log (BUILD_OUTPUT) | ANSI strip + run-collapse | **byte-lossless** modulo non-semantic ANSI | | json | whitespace-minify | **data-lossless** (`json.loads` equal), NOT byte-exact | Source code + glob path-lists → verbatim. grep gated on `_try_detect_search` (the general/Magika classifier calls grep-over-code SOURCE_CODE and would miss it). Off by default (`compact_excluded_lossless`). ### 2. Enable it in the coding/general personas `compact_excluded_lossless=True` on the coding + general profiles, threaded via `proxy_env` + `proxy_pipeline_kwargs` + a per-request `ContentRouter.apply` override. So `HEADROOM_SAVINGS_PROFILE=coding` auto-folds excluded grep/log/json. ## Why The coding persona was getting ~2.5% on OpenCode because its dominant traffic (Grep/Read) is excluded, and RTK (shell-only, lossy) never sees OpenCode's *native* tools. This recovers those savings losslessly. ## Measured (end-to-end via coding-persona kwargs, real `rg` output) 41,589 → 26,562 chars (**−36%**), `router:excluded:lossless_search`, byte-recoverable. ## Accuracy grep/log = byte-lossless → edit-safe. json = data-lossless (edit-caveat for read-then-edit-JSON, documented). Read of source code → untouched (tested). 47 tests (personas + all three tiers + persona-enablement + end-to-end). ruff + mypy clean. **No personas duplication** — rebased onto main after #1732 landed. Supersedes #1755. 🤖 Generated with [Claude Code](https://claude.com/claude-code)
150 lines
4.9 KiB
Python
150 lines
4.9 KiB
Python
"""Bash-search lossless fold.
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`bash` is not an excluded tool, so its output normally takes the lossy strategy
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path. But a read-only search run through it (grep/rg/git grep) produces byte-
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losslessly foldable output — the router detects the *command* and folds it with
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the same ripgrep --heading transform excluded Grep gets, instead of lossy
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compression. Non-search bash commands (cat/build/mutate) are untouched.
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"""
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from __future__ import annotations
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import json
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import pytest
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from headroom.providers import OpenAIProvider
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from headroom.tokenizer import Tokenizer
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from headroom.transforms.content_router import (
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ContentRouter,
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ContentRouterConfig,
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_bash_command_is_search,
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_bash_program,
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)
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from headroom.transforms.lossless_compaction import search_unheading
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SEARCH = frozenset({"grep", "egrep", "fgrep", "rg", "ripgrep", "ag", "ack"})
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GREP = "".join(
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f"src/module_{f}.py:{ln * 3}:matched occurrence with some real content here\n"
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for f in range(6)
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for ln in range(15)
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)
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CODE = "def foo(x):\n return x + 1\n\nclass Bar:\n value = 42\n" * 30
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@pytest.fixture
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def tokenizer():
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provider = OpenAIProvider()
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return Tokenizer(provider.get_token_counter("gpt-4o"), "gpt-4o")
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# --- command parsing: peel wrappers, detect search programs ---
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@pytest.mark.parametrize(
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"command",
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[
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"grep -rn foo .",
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"rtk grep def headroom/transforms", # the user's token-proxy wrapper
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"rg --heading pattern src/",
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"git grep -n TODO",
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"sudo grep root /etc/passwd",
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"timeout 30 rg foo", # wrapper takes a numeric arg
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"FOO=1 BAR=2 grep foo", # env assignments
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"/usr/bin/grep -rn foo .", # absolute path
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'bash -lc "grep -rn foo ."', # Codex-style shell -c
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"nice -n 5 ack pattern", # wrapper with option arg
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],
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)
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def test_detects_search_commands(command):
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assert _bash_command_is_search(command, SEARCH) is True
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@pytest.mark.parametrize(
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"command",
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[
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"cat headroom/server.py",
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"cargo test",
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"pytest tests/ -x",
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"git diff HEAD~1", # diff, NOT search
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"echo grep", # echo, not a real grep
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"python script.py",
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"rm -rf build",
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"ls -la",
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],
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)
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def test_ignores_non_search_commands(command):
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assert _bash_command_is_search(command, SEARCH) is False
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def test_bash_program_peels_wrappers():
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assert _bash_program("rtk grep foo")[0] == "grep"
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assert _bash_program("timeout 30 rg x")[0] == "rg"
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assert _bash_program("FOO=1 /usr/bin/grep y")[0] == "grep"
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assert _bash_program("")[0] == ""
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# --- end-to-end through the router (both wire formats) ---
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def _openai(command: str, content: str, tokenizer):
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router = ContentRouter(ContentRouterConfig())
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messages = [
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{
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"role": "assistant",
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"tool_calls": [
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{
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"id": "c1",
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"function": {"name": "bash", "arguments": json.dumps({"command": command})},
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}
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],
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},
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{"role": "tool", "tool_call_id": "c1", "content": content},
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]
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result = router.apply(messages, tokenizer, compress_user_messages=True)
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return result.messages[1]["content"], result.transforms_applied
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def _anthropic(command: str, content: str, tokenizer):
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router = ContentRouter(ContentRouterConfig())
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messages = [
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{
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"role": "assistant",
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"content": [
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{"type": "tool_use", "id": "t1", "name": "bash", "input": {"command": command}}
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],
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},
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{
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"role": "user",
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"content": [{"type": "tool_result", "tool_use_id": "t1", "content": content}],
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},
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]
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result = router.apply(messages, tokenizer, compress_user_messages=True)
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return result.messages[1]["content"][0]["content"], result.transforms_applied
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def test_openai_bash_grep_folds_and_recovers(tokenizer):
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out, transforms = _openai("grep -rn foo .", GREP, tokenizer)
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assert "router:bash:lossless_search" in transforms
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assert len(out) < len(GREP)
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assert search_unheading(out) == GREP # byte-exact
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def test_anthropic_bash_rtk_grep_folds_and_recovers(tokenizer):
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out, transforms = _anthropic("rtk grep foo headroom/", GREP, tokenizer)
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assert "router:bash:lossless_search" in transforms
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assert search_unheading(out) == GREP
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def test_non_search_bash_command_not_folded(tokenizer):
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# `cat` is not a search — must NOT take the bash-search fold.
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_out, transforms = _openai("cat headroom/server.py", GREP, tokenizer)
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assert "router:bash:lossless_search" not in transforms
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def test_source_output_from_search_command_untouched(tokenizer):
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# Command is a search, but the output isn't path:line:content — the
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# reversibility guard makes compact_lossless return it unchanged.
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out, transforms = _openai("grep -l foo", CODE, tokenizer)
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assert "router:bash:lossless_search" not in transforms
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assert out == CODE
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