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Timmy-time-dashboard/tests/infrastructure/test_router_classifier.py
Alexander Whitestone 77b70943da
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feat: Qwen3 two-model routing via task complexity classifier (#1065)
- Add src/infrastructure/router/classifier.py with TaskComplexity enum
  and classify_task() heuristic for simple/complex routing
- Add _get_model_for_complexity() to CascadeRouter for fallback chain lookup
- Extend complete() with complexity_hint parameter and auto-classification
- Add fallback_chains config to providers.yaml for qwen3:8b/14b routing
- Fix: use explicit next() comprehension instead of get_model_with_capability
  to avoid silent fallback to provider default (0b28497)
- 361 unit tests passing

Fixes #1065

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-23 18:55:02 -04:00

135 lines
5.5 KiB
Python

"""Tests for Qwen3 dual-model task complexity classifier."""
import pytest
from infrastructure.router.classifier import TaskComplexity, classify_task
class TestClassifyTask:
"""Tests for classify_task heuristics."""
# ── Simple / routine tasks ──────────────────────────────────────────────
def test_empty_messages_is_simple(self):
assert classify_task([]) == TaskComplexity.SIMPLE
def test_no_user_content_is_simple(self):
messages = [{"role": "system", "content": "You are Timmy."}]
assert classify_task(messages) == TaskComplexity.SIMPLE
def test_short_status_query_is_simple(self):
messages = [{"role": "user", "content": "status"}]
assert classify_task(messages) == TaskComplexity.SIMPLE
def test_list_command_is_simple(self):
messages = [{"role": "user", "content": "list all tasks"}]
assert classify_task(messages) == TaskComplexity.SIMPLE
def test_get_command_is_simple(self):
messages = [{"role": "user", "content": "get the latest log entry"}]
assert classify_task(messages) == TaskComplexity.SIMPLE
def test_short_message_under_threshold_is_simple(self):
messages = [{"role": "user", "content": "run the build"}]
assert classify_task(messages) == TaskComplexity.SIMPLE
def test_affirmation_is_simple(self):
messages = [{"role": "user", "content": "yes"}]
assert classify_task(messages) == TaskComplexity.SIMPLE
# ── Complex / quality-sensitive tasks ──────────────────────────────────
def test_plan_keyword_is_complex(self):
messages = [{"role": "user", "content": "plan the sprint"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_review_keyword_is_complex(self):
messages = [{"role": "user", "content": "review this code"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_analyze_keyword_is_complex(self):
messages = [{"role": "user", "content": "analyze performance"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_triage_keyword_is_complex(self):
messages = [{"role": "user", "content": "triage the open issues"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_refactor_keyword_is_complex(self):
messages = [{"role": "user", "content": "refactor the auth module"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_explain_keyword_is_complex(self):
messages = [{"role": "user", "content": "explain how the router works"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_prioritize_keyword_is_complex(self):
messages = [{"role": "user", "content": "prioritize the backlog"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_long_message_is_complex(self):
long_msg = "do something " * 50 # > 500 chars
messages = [{"role": "user", "content": long_msg}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_numbered_list_is_complex(self):
messages = [
{
"role": "user",
"content": "1. Read the file 2. Analyze it 3. Write a report",
}
]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_code_block_is_complex(self):
messages = [
{"role": "user", "content": "Here is the code:\n```python\nprint('hello')\n```"}
]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_deep_conversation_is_complex(self):
messages = [
{"role": "user", "content": "hi"},
{"role": "assistant", "content": "hello"},
{"role": "user", "content": "ok"},
{"role": "assistant", "content": "yes"},
{"role": "user", "content": "ok"},
{"role": "assistant", "content": "yes"},
{"role": "user", "content": "now do the thing"},
]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_analyse_british_spelling_is_complex(self):
messages = [{"role": "user", "content": "analyse this dataset"}]
assert classify_task(messages) == TaskComplexity.COMPLEX
def test_non_string_content_is_ignored(self):
"""Non-string content should not crash the classifier."""
messages = [{"role": "user", "content": ["part1", "part2"]}]
# Should not raise; result doesn't matter — just must not blow up
result = classify_task(messages)
assert isinstance(result, TaskComplexity)
def test_system_message_not_counted_as_user(self):
"""System message alone should not trigger complex keywords."""
messages = [
{"role": "system", "content": "analyze everything carefully"},
{"role": "user", "content": "yes"},
]
# "analyze" is in system message (not user) — user says "yes" → simple
assert classify_task(messages) == TaskComplexity.SIMPLE
class TestTaskComplexityEnum:
"""Tests for TaskComplexity enum values."""
def test_simple_value(self):
assert TaskComplexity.SIMPLE.value == "simple"
def test_complex_value(self):
assert TaskComplexity.COMPLEX.value == "complex"
def test_lookup_by_value(self):
assert TaskComplexity("simple") == TaskComplexity.SIMPLE
assert TaskComplexity("complex") == TaskComplexity.COMPLEX