Upload tests/test_pipeline.py
Browse files- tests/test_pipeline.py +45 -6
tests/test_pipeline.py
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@@ -25,7 +25,7 @@ class TestProvenTemplates:
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"test_field", "test", 1.0, 0, "Test field", "Test",
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SignConvention.LONG_HIGH, DatasetTier.TIER1
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)
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expr = generate_alpha15_variant(field, group_key="subindustry")
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assert "ts_decay_linear(" in expr
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assert "group_neutralize(" in expr
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assert "ts_rank(" in expr
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@@ -37,10 +37,20 @@ class TestProvenTemplates:
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"test_field", "test", 1.0, 0, "Test field", "Test",
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SignConvention.LONG_LOW, DatasetTier.TIER1
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)
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expr = generate_alpha15_variant(field, group_key="subindustry")
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# LONG_LOW should prefix the field with minus
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assert "-zscore" in expr
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def test_batch_generation(self):
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batch = generate_batch_from_proven_templates(count=3)
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assert len(batch) <= 3
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@@ -101,6 +111,16 @@ class TestLint:
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assert "pv13_customergraphrank_auth_rank" in FIELD_INDEX
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assert "pv13_customergraphrank_page_rank" in FIELD_INDEX
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def test_no_typos_in_field_registry(self):
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"""Verify no 'ustomer' typos remain (missing 'c' in customer)."""
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for fid in FIELD_INDEX:
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@@ -256,10 +276,10 @@ class TestOperatorsCSV:
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assert op_name in csv_ops, f"Operator '{op_name}' in lint.py but not in operators.csv"
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@pytest.mark.asyncio
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class TestAsyncPipeline:
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"""Test running a batch in proven template mode."""
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from alpha_factory.orchestration.pipeline import AlphaPipeline
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config = load_config()
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config.batch_size = 3
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@@ -267,7 +287,11 @@ class TestAsyncPipeline:
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config.enable_brain_client = False
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pipeline = AlphaPipeline(config)
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# Pipeline now has local sim + checklist gates — results may be killed
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assert "promoted" in result or "iterated" in result or "killed" in result
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@@ -304,7 +328,22 @@ class TestThemeSampler:
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from alpha_factory.deterministic.theme_sampler import pick_theme
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existing = ["momentum", "value", "quality"]
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theme = pick_theme(existing, [], [])
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class TestWQClient:
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"test_field", "test", 1.0, 0, "Test field", "Test",
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SignConvention.LONG_HIGH, DatasetTier.TIER1
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)
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expr = generate_alpha15_variant(field, group_key="subindustry", decay=5)
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assert "ts_decay_linear(" in expr
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assert "group_neutralize(" in expr
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assert "ts_rank(" in expr
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"test_field", "test", 1.0, 0, "Test field", "Test",
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SignConvention.LONG_LOW, DatasetTier.TIER1
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)
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expr = generate_alpha15_variant(field, group_key="subindustry", decay=5)
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# LONG_LOW should prefix the field with minus
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assert "-zscore" in expr
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def test_alpha15_custom_decay(self):
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field = BrainField(
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"test_field", "test", 1.0, 0, "Test field", "Test",
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SignConvention.LONG_HIGH, DatasetTier.TIER1
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)
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expr = generate_alpha15_variant(field, group_key="subindustry", decay=10)
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assert "ts_decay_linear(" in expr
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assert ", 10)" in expr
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assert ", 5)" not in expr
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def test_batch_generation(self):
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batch = generate_batch_from_proven_templates(count=3)
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assert len(batch) <= 3
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assert "pv13_customergraphrank_auth_rank" in FIELD_INDEX
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assert "pv13_customergraphrank_page_rank" in FIELD_INDEX
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def test_mutate_vol_scale_with_uppercase_fields(self):
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"""Test vol_scale mutation handles uppercase field IDs (e.g., mdl77_2GlobalDev...)."""
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# Use a realistic expression with uppercase in the field name
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expr = "ts_decay_linear(group_neutralize(rank(ts_rank(mdl77_2GlobalDevField, 252)), subindustry), 5)"
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from alpha_factory.deterministic.expression_mutator import mutate_vol_scale
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variants = mutate_vol_scale(expr)
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# Should produce at least one variant since the regex now handles [a-zA-Z]
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assert len(variants) > 0, "vol_scale should match uppercase field IDs"
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assert "ts_std(" in variants[0]["expression"], "vol_scale should wrap field with ts_std"
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def test_no_typos_in_field_registry(self):
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"""Verify no 'ustomer' typos remain (missing 'c' in customer)."""
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for fid in FIELD_INDEX:
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assert op_name in csv_ops, f"Operator '{op_name}' in lint.py but not in operators.csv"
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class TestAsyncPipeline:
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def test_proven_template_pipeline(self):
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"""Test running a batch in proven template mode."""
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import asyncio
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from alpha_factory.orchestration.pipeline import AlphaPipeline
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config = load_config()
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config.batch_size = 3
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config.enable_brain_client = False
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pipeline = AlphaPipeline(config)
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async def _run():
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return await pipeline.run_batch(3)
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result = asyncio.run(_run())
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# Pipeline now has local sim + checklist gates — results may be killed
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assert "promoted" in result or "iterated" in result or "killed" in result
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from alpha_factory.deterministic.theme_sampler import pick_theme
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existing = ["momentum", "value", "quality"]
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theme = pick_theme(existing, [], [])
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# Theme should be from the defined THEME_FIELDS
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assert theme in [
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"earnings_surprise_momentum", "earnings_quality_signaling",
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"asset_growth_anomaly", "forward_value_composite",
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"liquidity_risk_premium", "multi_factor_momentum",
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"news_reaction_drift", "analyst_guidance_revision",
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"options_sentiment_pcr", "supply_chain_network",
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"social_contrarian", "geographic_exposure",
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]
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def test_pick_theme_all_dead_returns_alive(self):
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"""If all themes are dead, pick_theme must still return a valid theme."""
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from alpha_factory.deterministic.theme_sampler import pick_theme, THEME_FIELDS
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all_themes = list(THEME_FIELDS.keys())
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theme = pick_theme([], [], dead_themes=all_themes)
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assert theme in THEME_FIELDS, "Should return a valid theme even when all are dead"
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class TestWQClient:
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