Import AITURK IDE 1.0.0-beta.1 from Hermes 63279301; preserve MIT license
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"""Regression coverage for #58753 — compression could drop the only
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user-role message, leaving a transcript with ZERO user turns.
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The compressor already pins the handoff summary to ``role="user"`` when
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the only protected head message is the system prompt (#52160). But that
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guard keys off ``last_head_role == "system"``, which is only true when
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the system prompt actually sits inside ``messages`` — the gateway
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``/compress`` path. The main auto-compression path passes the transcript
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WITHOUT the system prompt (it is prepended at request-build time, see
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``conversation_loop`` — ``api_messages = [{"role": "system", ...}] +
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api_messages``). There ``last_head_role`` defaults to ``"user"`` and the
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summary is emitted as ``role="assistant"``.
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On a session whose only genuine user turn falls into the compressed
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middle — the canonical shape being a ``hermes kanban`` worker seeded with
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a single short ``"work kanban task <id>"`` prompt followed by nothing but
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assistant/tool turns — the compressed output then contains no user-role
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message at all. OpenAI-compatible backends (vLLM/Qwen) reject such a
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request with a non-retryable ``400 No user query found in messages``,
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crashing the worker with no possible recovery (every resume replays the
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same poisoned history).
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The fix generalises the #52160 guard: when NO user-role message survives
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in the protected head or preserved tail, the summary MUST carry
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``role="user"``.
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"""
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from __future__ import annotations
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from unittest.mock import patch
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import pytest
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@pytest.fixture()
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def compressor():
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from agent.context_compressor import ContextCompressor
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with patch(
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"agent.context_compressor.get_model_context_length",
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return_value=100_000,
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):
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c = ContextCompressor(
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model="test/model",
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threshold_percent=0.50,
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protect_first_n=3,
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protect_last_n=20,
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quiet_mode=True,
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)
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c.tail_token_budget = 40
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return c
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def _tool_turns(start: int, n: int) -> list[dict]:
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out: list[dict] = []
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for i in range(start, start + n):
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out.append(
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{
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"role": "assistant",
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"content": None,
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"tool_calls": [
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{
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"id": f"c{i}",
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"function": {"name": "read_task", "arguments": "{}"},
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}
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],
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}
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)
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out.append({"role": "tool", "content": "x" * 300, "tool_call_id": f"c{i}"})
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return out
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def _role_hist(messages: list[dict]) -> dict[str, int]:
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hist: dict[str, int] = {}
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for m in messages:
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hist[m.get("role")] = hist.get(m.get("role"), 0) + 1
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return hist
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class TestCompressAlwaysKeepsAUserTurn:
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def test_kanban_worker_recompaction_keeps_user_turn(self, compressor):
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"""The exact #58753 shape: no system prompt in the list, a
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re-compaction (``protect_first_n`` decayed to 0), and the only
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user turn old enough to fall into the compressed middle. Before
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the fix, the summary was emitted as ``assistant`` and the output
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had zero user-role messages."""
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from agent.context_compressor import SUMMARY_PREFIX
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c = compressor
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# A prior compaction has already happened → protect_first_n decays
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# to 0 so compress_start lands at 0 (no protected head).
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c.compression_count = 1
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# No system message: the main loop prepends it separately.
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messages = [{"role": "user", "content": "work kanban task 42"}]
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messages += _tool_turns(0, 12)
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mocked = f"{SUMMARY_PREFIX}\nrolled-up summary of the tool work"
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with patch.object(c, "_generate_summary", return_value=mocked):
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out = c.compress(messages, current_tokens=90_000)
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hist = _role_hist(out)
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assert hist.get("user", 0) >= 1, (
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"REGRESSION (#58753): compression produced a transcript with "
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f"zero user-role messages, which vLLM/Qwen reject with a "
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f"non-retryable 400. Role histogram: {hist}"
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)
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def test_no_consecutive_user_roles_introduced(self, compressor):
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"""Forcing the summary to role=user must not create two
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consecutive user-role messages (strict alternation invariant).
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When a user survives in the tail we do NOT force, so the pinned
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summary can never collide with a user-role neighbour."""
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from agent.context_compressor import SUMMARY_PREFIX
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c = compressor
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c.compression_count = 1
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messages = [{"role": "user", "content": "work kanban task 9"}]
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messages += _tool_turns(0, 12)
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mocked = f"{SUMMARY_PREFIX}\nsummary body"
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with patch.object(c, "_generate_summary", return_value=mocked):
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out = c.compress(messages, current_tokens=90_000)
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for prev, cur in zip(out, out[1:]):
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assert not (
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prev.get("role") == "user" and cur.get("role") == "user"
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), "compression introduced consecutive user-role messages"
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def test_preserved_tail_user_is_not_overridden(self, compressor):
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"""When a genuine user message survives in the tail, the guard
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must NOT fire (the summary keeps its alternation-driven role) —
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the request already has a user turn."""
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from agent.context_compressor import SUMMARY_PREFIX
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c = compressor
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c.compression_count = 1
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c.tail_token_budget = 10 # tight tail so most turns compress
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messages = [{"role": "user", "content": "old task"}]
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messages += _tool_turns(0, 10)
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# A recent, genuine user turn that will be preserved in the tail.
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messages += [
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{"role": "user", "content": "the latest live user question"},
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{"role": "assistant", "content": "on it"},
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]
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mocked = f"{SUMMARY_PREFIX}\nsummary body"
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with patch.object(c, "_generate_summary", return_value=mocked):
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out = c.compress(messages, current_tokens=90_000)
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hist = _role_hist(out)
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assert hist.get("user", 0) >= 1
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joined = "\n".join(
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m.get("content") for m in out if isinstance(m.get("content"), str)
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)
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assert "the latest live user question" in joined
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def _has_nonempty_user_text(messages: list[dict]) -> bool:
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"""True if some role="user" message carries non-empty text.
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Deliberately narrower than "any message has text": a non-empty
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``role="assistant"`` summary does not satisfy backends that require an
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actual user query, so checking role and content together is the point.
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"""
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from agent.context_compressor import _content_text_for_contains
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return any(
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m.get("role") == "user"
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and _content_text_for_contains(m.get("content")).strip()
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for m in messages
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)
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class TestCompressKeepsANonEmptyUserTurn:
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"""A bare ``role == "user"`` check is not enough: the surviving user
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message can be image-only (no caption). ``_strip_historical_media``
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anchors on the newest image-bearing user message and keeps it
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byte-for-byte — it never gains a text placeholder — so a role-only
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guard is satisfied while the request still has zero *text* user
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turns, which is what backends actually reject on.
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"""
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def test_image_only_tail_user_turn_still_yields_non_empty_text(self, compressor):
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from agent.context_compressor import SUMMARY_PREFIX
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c = compressor
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c.compression_count = 1
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# No system message and no protected head (compression_count=1
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# decays protect_first_n to 0), same #58753 shape — except the
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# only surviving user turn is an image with no caption text.
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messages = [{"role": "user", "content": "work kanban task 42"}]
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messages += _tool_turns(0, 12)
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messages += [{
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"role": "user",
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"content": [
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{"type": "image_url", "image_url": {"url": "data:image/png;base64,AAAA"}},
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],
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}]
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mocked = f"{SUMMARY_PREFIX}\nrolled-up summary of the tool work"
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with patch.object(c, "_generate_summary", return_value=mocked):
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out = c.compress(messages, current_tokens=90_000)
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hist = _role_hist(out)
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assert hist.get("user", 0) >= 1
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assert _has_nonempty_user_text(out), (
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"REGRESSION: an image-only user turn satisfied the role-only "
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"zero-user-turn guard, leaving a transcript with a user-role "
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"message but no actual query text — the exact class of "
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"request backends reject with 'No user query found in "
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f"messages'. Output: {out}"
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)
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def test_image_only_protected_head_still_yields_non_empty_text(self, compressor):
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"""Isolates the ``_user_survives`` text check from the merge-target
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fix below: here ``compress_start != 0`` and there's no system
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message, so neither existing force condition
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(``compress_start == 0`` / ``last_head_role == "system"``) fires on
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its own — only the broadened (text-aware) survival check does.
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"""
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from agent.context_compressor import SUMMARY_PREFIX
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c = compressor
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c.protect_first_n = 1
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c.protect_last_n = 2
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c.tail_token_budget = 10
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c.compression_count = 0
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messages = [{
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"role": "user",
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"content": [
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{"type": "image_url", "image_url": {"url": "data:image/png;base64,AAAA"}},
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],
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}]
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messages += _tool_turns(0, 12)
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mocked = f"{SUMMARY_PREFIX}\nrolled-up summary of the tool work"
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with patch.object(c, "_generate_summary", return_value=mocked):
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out = c.compress(messages, current_tokens=90_000)
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assert _has_nonempty_user_text(out), (
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"REGRESSION: an image-only protected-head user turn satisfied "
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f"the role-only zero-user-turn guard. Output: {out}"
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)
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def test_merge_targets_the_colliding_tail_message_not_index_zero(self, compressor):
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"""Template-exempt rows (bare tool-call assistant / tool messages)
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ahead of the colliding tail user message must not divert the merge:
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merging into literal tail index 0 would attach the summary to an
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exempt row and leave the real (image-only) user message untouched
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and still empty, silently defeating the forced role="user" this
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block exists to guarantee.
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"""
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from agent.context_compressor import SUMMARY_PREFIX
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c = compressor
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c.compression_count = 1 # decays protect_first_n to 0 -> compress_start == 0
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messages = [{"role": "user", "content": "work kanban task 42"}]
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messages += _tool_turns(0, 12)
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messages += [{
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"role": "user",
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"content": [
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{"type": "image_url", "image_url": {"url": "data:image/png;base64,AAAA"}},
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],
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}]
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mocked = f"{SUMMARY_PREFIX}\nrolled-up summary of the tool work"
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with patch.object(c, "_generate_summary", return_value=mocked):
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out = c.compress(messages, current_tokens=90_000)
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assert _has_nonempty_user_text(out), (
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"REGRESSION: the summary merged into tail index 0 (a "
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"template-exempt row) instead of the colliding image-only "
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f"user message, leaving zero non-empty user turns. Output: {out}"
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)
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