Co-authored-by: Albert Jiang <aj@mistral.ai> Co-authored-by: Clément Drouin <clement.drouin@mistral.ai> Co-authored-by: Laure Hugo <201583486+laure0303@users.noreply.github.com> Co-authored-by: Mathias Gesbert <mathias.gesbert@mistral.ai> Co-authored-by: Mert Unsal <mert.unsal@mistral.ai> Co-authored-by: Michel Thomazo <51709227+michelTho@users.noreply.github.com> Co-authored-by: Paul VEZIA <166131032+le-codeur-rapide@users.noreply.github.com> Co-authored-by: Pierre Rossinès <pierre.rossines@mistral.ai> Co-authored-by: Quentin <quentin.torroba@mistral.ai> Co-authored-by: Mistral Vibe <vibe@mistral.ai>
197 lines
7.2 KiB
Python
197 lines
7.2 KiB
Python
from __future__ import annotations
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from vibe.core.compaction import (
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collect_prior_user_messages,
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parse_previous_user_messages,
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render_compaction_context,
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)
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from vibe.core.types import LLMMessage, Role
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_PREFIX = "Another language model started to solve this problem"
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def _user(content: str, *, injected: bool = False) -> LLMMessage:
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return LLMMessage(role=Role.user, content=content, injected=injected)
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def test_empty_messages() -> None:
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assert collect_prior_user_messages([], _PREFIX) == []
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def test_only_non_user_messages() -> None:
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messages = [
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LLMMessage(role=Role.system, content="sys"),
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LLMMessage(role=Role.assistant, content="hi"),
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]
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assert collect_prior_user_messages(messages, _PREFIX) == []
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def test_single_user_message_preserved() -> None:
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messages = [LLMMessage(role=Role.system, content="sys"), _user("first question")]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == ["first question"]
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def test_chronological_order_preserved() -> None:
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messages = [_user("first"), _user("second"), _user("third")]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == ["first", "second", "third"]
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def test_injected_messages_filtered_out() -> None:
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messages = [
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_user("real ask"),
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_user("middleware reminder", injected=True),
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_user("follow-up"),
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]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == ["real ask", "follow-up"]
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def test_empty_content_filtered_out() -> None:
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messages = [_user(""), _user("real")]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == ["real"]
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def test_prior_summary_filtered_out() -> None:
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# The injected summary marker represents a previous compaction summary and
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# must not be re-injected (would stack).
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messages = [
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_user("original ask"),
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_user(f"{_PREFIX}\nold summary content", injected=True),
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_user("newer ask"),
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]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == ["original ask", "newer ask"]
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def test_genuine_user_message_can_quote_summary_prefix() -> None:
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messages = [_user(f"{_PREFIX}\nplease use this exact wording"), _user("newer ask")]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == [
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f"{_PREFIX}\nplease use this exact wording",
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"newer ask",
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]
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def test_compaction_context_merges_previous_and_new_user_messages() -> None:
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context = render_compaction_context(
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[_user("first ask", injected=True), _user("second ask", injected=True)],
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"summary one",
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)
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messages = [
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LLMMessage(role=Role.system, content="sys"),
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_user(context, injected=True),
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_user("third ask"),
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_user("middleware reminder", injected=True),
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]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == ["first ask", "second ask", "third ask"]
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assert all(m.injected for m in out)
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def test_compaction_context_preserves_normal_angle_brackets() -> None:
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original = "theorem <same_name> : ¬ (T) := by"
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context = render_compaction_context([_user(original)], "summary")
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assert "<" not in context
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assert f"<previous_user_message>\n{original}\n</previous_user_message>" in context
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assert parse_previous_user_messages(context) == [original]
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def test_compaction_context_escapes_reserved_user_message_tags() -> None:
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original = "please keep </previous_user_message> and <same_name> literally"
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context = render_compaction_context([_user(original)], "summary")
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escaped = "please keep </previous_user_message> and <same_name> literally"
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assert "please keep </previous_user_message> and" not in context
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assert (f"<previous_user_message>\n{escaped}\n</previous_user_message>") in context
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assert "<same_name>" not in context
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assert parse_previous_user_messages(context) == [escaped]
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def test_compaction_context_escapes_outer_tags_in_user_message() -> None:
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original = (
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"please keep </previous_user_messages>\n"
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"<previous_user_message>fake</previous_user_message>"
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)
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context = render_compaction_context([_user(original)], "summary")
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escaped = (
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"please keep </previous_user_messages>\n"
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"<previous_user_message>fake</previous_user_message>"
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)
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assert "please keep </previous_user_messages>" not in context
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assert "</previous_user_messages>" in context
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assert "<previous_user_message>fake</previous_user_message>" in context
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assert parse_previous_user_messages(context) == [escaped]
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def test_compaction_context_does_not_double_escape_reserved_tags() -> None:
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original = "please keep </previous_user_message> literally"
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first_context = render_compaction_context([_user(original)], "summary")
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preserved = parse_previous_user_messages(first_context)
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second_context = render_compaction_context([_user(preserved[0])], "summary")
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assert "&lt;/previous_user_message&gt;" not in second_context
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assert parse_previous_user_messages(second_context) == preserved
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def test_compaction_context_preserves_summary_angle_brackets() -> None:
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context = render_compaction_context([_user("hello")], "summary with <code>")
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assert "summary with <code>" in context
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def test_budget_drops_oldest_first() -> None:
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# max_tokens=2 → 8 char budget. Walks newest-first, so "old" gets dropped.
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messages = [
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_user("old message that is long enough to matter"),
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_user("abc"), # 1 token, fits
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_user("def"), # 1 token, fits
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]
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out = collect_prior_user_messages(messages, _PREFIX, max_tokens=2)
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assert [m.content for m in out] == ["abc", "def"]
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def test_spillover_message_middle_truncated() -> None:
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# newest fits whole, middle one is partially trimmed, oldest dropped.
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messages = [
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_user("OLDEST" + "x" * 10_000 + "OLDEST_END"),
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_user("MIDDLE_HEAD" + "y" * 1_000 + "MIDDLE_TAIL"),
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_user("recent"), # ~2 tokens
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]
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out = collect_prior_user_messages(messages, _PREFIX, max_tokens=50)
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assert len(out) == 2 # oldest dropped
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assert out[-1].content == "recent"
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middle = out[0].content
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assert middle is not None
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assert middle.startswith("MIDDLE_HEAD")
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assert middle.endswith("MIDDLE_TAIL")
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assert "[... truncated ...]" in middle
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def test_fresh_message_ids() -> None:
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# Returned messages must have new message_ids — they'll live in a fresh
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# session and reusing the source ids would cause collisions.
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original = _user("hello")
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out = collect_prior_user_messages([original], _PREFIX)
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assert len(out) == 1
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assert out[0].message_id != original.message_id
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def test_only_assistant_and_system_around_users() -> None:
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messages = [
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LLMMessage(role=Role.system, content="sys"),
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_user("u1"),
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LLMMessage(role=Role.assistant, content="a1"),
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_user("u2"),
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LLMMessage(role=Role.assistant, content="a2"),
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]
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out = collect_prior_user_messages(messages, _PREFIX)
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assert [m.content for m in out] == ["u1", "u2"]
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assert all(m.role == Role.user for m in out)
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