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https://github.com/open-jarvis/OpenJarvis.git
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Jon Saad-FalconandClaude Opus 4.6
323d7ff032
- Eval config: TOML-based suite configs defining models x benchmarks matrix, loaded via --config flag. Includes load_eval_config(), expand_suite(), 7 config dataclasses, 3 example configs, and 61 new tests. - Pillar-aligned config: generation params in IntelligenceConfig, nested engine/learning configs, agent objective/system_prompt/context_from_memory, structured learning sub-policies, TOML migration layer. - Documentation: evaluations user guide, evals API reference, updated mkdocs.yml navigation, updated architecture docs. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
145 lines
4.6 KiB
Python
145 lines
4.6 KiB
Python
"""Tests for the heuristic model router (canonical location)."""
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from __future__ import annotations
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from openjarvis.core.registry import ModelRegistry
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from openjarvis.core.types import ModelSpec
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from openjarvis.learning._stubs import RoutingContext
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from openjarvis.learning.router import (
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HeuristicRouter,
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build_routing_context,
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)
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def _register_models() -> None:
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"""Register a small set of models for testing."""
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ModelRegistry.register_value(
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"small",
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ModelSpec(
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model_id="small", name="Small",
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parameter_count_b=3.0, context_length=4096,
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),
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)
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ModelRegistry.register_value(
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"large",
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ModelSpec(
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model_id="large", name="Large",
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parameter_count_b=70.0, context_length=131072,
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),
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)
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ModelRegistry.register_value(
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"coder",
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ModelSpec(
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model_id="coder", name="DeepSeek Coder",
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parameter_count_b=16.0, context_length=131072,
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),
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)
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class TestBuildRoutingContext:
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def test_code_detection(self) -> None:
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ctx = build_routing_context("def hello():\n pass")
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assert ctx.has_code is True
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assert ctx.has_math is False
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def test_math_detection(self) -> None:
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ctx = build_routing_context("solve the integral of x^2")
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assert ctx.has_math is True
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assert ctx.has_code is False
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def test_length(self) -> None:
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ctx = build_routing_context("Hi")
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assert ctx.query_length == 2
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def test_urgency_default(self) -> None:
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ctx = build_routing_context("test")
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assert ctx.urgency == 0.5
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class TestHeuristicRouter:
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def test_short_query_prefers_small(self) -> None:
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_register_models()
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router = HeuristicRouter(
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available_models=["small", "large", "coder"],
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)
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ctx = RoutingContext(query="Hi", query_length=2)
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assert router.select_model(ctx) == "small"
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def test_code_prefers_coder(self) -> None:
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_register_models()
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router = HeuristicRouter(
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available_models=["small", "large", "coder"],
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)
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ctx = RoutingContext(
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query="def foo():", query_length=10, has_code=True,
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)
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assert router.select_model(ctx) == "coder"
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def test_math_prefers_large(self) -> None:
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_register_models()
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router = HeuristicRouter(
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available_models=["small", "large", "coder"],
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)
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ctx = RoutingContext(
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query="solve x", query_length=7, has_math=True,
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)
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assert router.select_model(ctx) == "large"
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def test_long_query_prefers_large(self) -> None:
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_register_models()
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router = HeuristicRouter(
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available_models=["small", "large", "coder"],
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)
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ctx = RoutingContext(query="x" * 501, query_length=501)
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assert router.select_model(ctx) == "large"
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def test_high_urgency_overrides_to_small(self) -> None:
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_register_models()
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router = HeuristicRouter(
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available_models=["small", "large", "coder"],
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)
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ctx = RoutingContext(
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query="x" * 501, query_length=501, urgency=0.9,
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)
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assert router.select_model(ctx) == "small"
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def test_fallback_chain(self) -> None:
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_register_models()
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router = HeuristicRouter(
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available_models=["small", "large"],
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default_model="large",
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fallback_model="small",
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)
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# Medium-length, no code/math, no reasoning → falls to default
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ctx = RoutingContext(
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query="Tell me about cats", query_length=60,
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)
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assert router.select_model(ctx) == "large"
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def test_no_available_models(self) -> None:
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router = HeuristicRouter(
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available_models=[], default_model="fallback-model",
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)
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ctx = RoutingContext(query="test", query_length=4)
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assert router.select_model(ctx) == "fallback-model"
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def test_reasoning_keywords_prefer_large(self) -> None:
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_register_models()
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router = HeuristicRouter(available_models=["small", "large"])
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query = (
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"Please explain step by step how the process"
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" of photosynthesis works in plants"
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)
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ctx = build_routing_context(query)
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assert router.select_model(ctx) == "large"
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def test_code_without_coder_falls_to_large(self) -> None:
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_register_models()
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router = HeuristicRouter(
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available_models=["small", "large"],
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)
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ctx = RoutingContext(
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query="def foo():", query_length=10, has_code=True,
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)
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assert router.select_model(ctx) == "large"
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