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hermes-agent/tests/test_insights.py
Teknium d417ba2a48 feat: add route-aware pricing estimates (#1695) 
Salvaged from PR #1563 by @kshitijk4poor. Cherry-picked with authorship preserved.

- Route-aware pricing architecture replacing static MODEL_PRICING + heuristics
- Canonical usage normalization (Anthropic/OpenAI/Codex API shapes)
- Cache-aware billing (separate cache_read/cache_write rates)
- Cost status tracking (estimated/included/unknown/actual)
- OpenRouter live pricing via models API
- Schema migration v4→v5 with billing metadata columns
- Removed speculative forward-looking entries
- Removed cost display from CLI status bar
- Threaded OpenRouter metadata pre-warm

Co-authored-by: kshitij <82637225+kshitijk4poor@users.noreply.github.com>
2026-03-17 03:44:44 -07:00

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"""Tests for agent/insights.py — InsightsEngine analytics and reporting."""
import time
import pytest
from pathlib import Path
from hermes_state import SessionDB
from agent.insights import (
InsightsEngine,
_get_pricing,
_estimate_cost,
_format_duration,
_bar_chart,
_has_known_pricing,
_DEFAULT_PRICING,
)
@pytest.fixture()
def db(tmp_path):
"""Create a SessionDB with a temp database file."""
db_path = tmp_path / "test_insights.db"
session_db = SessionDB(db_path=db_path)
yield session_db
session_db.close()
@pytest.fixture()
def populated_db(db):
"""Create a DB with realistic session data for insights testing."""
now = time.time()
day = 86400
# Session 1: CLI, claude-sonnet, ended, 2 days ago
db.create_session(
session_id="s1", source="cli",
model="anthropic/claude-sonnet-4-20250514", user_id="user1",
)
# Backdate the started_at
db._conn.execute("UPDATE sessions SET started_at = ? WHERE id = 's1'", (now - 2 * day,))
db.end_session("s1", end_reason="user_exit")
db._conn.execute("UPDATE sessions SET ended_at = ? WHERE id = 's1'", (now - 2 * day + 3600,))
db.update_token_counts("s1", input_tokens=50000, output_tokens=15000)
db.append_message("s1", role="user", content="Hello, help me fix a bug")
db.append_message("s1", role="assistant", content="Sure, let me look into that.")
db.append_message("s1", role="assistant", content="Let me search the files.",
tool_calls=[{"function": {"name": "search_files"}}])
db.append_message("s1", role="tool", content="Found 3 matches", tool_name="search_files")
db.append_message("s1", role="assistant", content="Let me read the file.",
tool_calls=[{"function": {"name": "read_file"}}])
db.append_message("s1", role="tool", content="file contents...", tool_name="read_file")
db.append_message("s1", role="assistant", content="I found the bug. Let me fix it.",
tool_calls=[{"function": {"name": "patch"}}])
db.append_message("s1", role="tool", content="patched successfully", tool_name="patch")
db.append_message("s1", role="user", content="Thanks!")
db.append_message("s1", role="assistant", content="You're welcome!")
# Session 2: Telegram, gpt-4o, ended, 5 days ago
db.create_session(
session_id="s2", source="telegram",
model="gpt-4o", user_id="user1",
)
db._conn.execute("UPDATE sessions SET started_at = ? WHERE id = 's2'", (now - 5 * day,))
db.end_session("s2", end_reason="timeout")
db._conn.execute("UPDATE sessions SET ended_at = ? WHERE id = 's2'", (now - 5 * day + 1800,))
db.update_token_counts("s2", input_tokens=20000, output_tokens=8000)
db.append_message("s2", role="user", content="Search the web for something")
db.append_message("s2", role="assistant", content="Searching...",
tool_calls=[{"function": {"name": "web_search"}}])
db.append_message("s2", role="tool", content="results...", tool_name="web_search")
db.append_message("s2", role="assistant", content="Here's what I found")
# Session 3: CLI, deepseek-chat, ended, 10 days ago
db.create_session(
session_id="s3", source="cli",
model="deepseek-chat", user_id="user1",
)
db._conn.execute("UPDATE sessions SET started_at = ? WHERE id = 's3'", (now - 10 * day,))
db.end_session("s3", end_reason="user_exit")
db._conn.execute("UPDATE sessions SET ended_at = ? WHERE id = 's3'", (now - 10 * day + 7200,))
db.update_token_counts("s3", input_tokens=100000, output_tokens=40000)
db.append_message("s3", role="user", content="Run this terminal command")
db.append_message("s3", role="assistant", content="Running...",
tool_calls=[{"function": {"name": "terminal"}}])
db.append_message("s3", role="tool", content="output...", tool_name="terminal")
db.append_message("s3", role="assistant", content="Let me run another",
tool_calls=[{"function": {"name": "terminal"}}])
db.append_message("s3", role="tool", content="more output...", tool_name="terminal")
db.append_message("s3", role="assistant", content="And search files",
tool_calls=[{"function": {"name": "search_files"}}])
db.append_message("s3", role="tool", content="found stuff", tool_name="search_files")
# Session 4: Discord, same model as s1, ended, 1 day ago
db.create_session(
session_id="s4", source="discord",
model="anthropic/claude-sonnet-4-20250514", user_id="user2",
)
db._conn.execute("UPDATE sessions SET started_at = ? WHERE id = 's4'", (now - 1 * day,))
db.end_session("s4", end_reason="user_exit")
db._conn.execute("UPDATE sessions SET ended_at = ? WHERE id = 's4'", (now - 1 * day + 900,))
db.update_token_counts("s4", input_tokens=10000, output_tokens=5000)
db.append_message("s4", role="user", content="Quick question")
db.append_message("s4", role="assistant", content="Sure, go ahead")
# Session 5: Old session, 45 days ago (should be excluded from 30-day window)
db.create_session(
session_id="s_old", source="cli",
model="gpt-4o-mini", user_id="user1",
)
db._conn.execute("UPDATE sessions SET started_at = ? WHERE id = 's_old'", (now - 45 * day,))
db.end_session("s_old", end_reason="user_exit")
db._conn.execute("UPDATE sessions SET ended_at = ? WHERE id = 's_old'", (now - 45 * day + 600,))
db.update_token_counts("s_old", input_tokens=5000, output_tokens=2000)
db.append_message("s_old", role="user", content="old message")
db.append_message("s_old", role="assistant", content="old reply")
db._conn.commit()
return db
# =========================================================================
# Pricing helpers
# =========================================================================
class TestPricing:
def test_provider_prefix_stripped(self):
pricing = _get_pricing("anthropic/claude-sonnet-4-20250514")
assert pricing["input"] == 3.00
assert pricing["output"] == 15.00
def test_unknown_models_do_not_use_heuristics(self):
pricing = _get_pricing("some-new-opus-model")
assert pricing == _DEFAULT_PRICING
pricing = _get_pricing("anthropic/claude-haiku-future")
assert pricing == _DEFAULT_PRICING
def test_unknown_model_returns_zero_cost(self):
"""Unknown/custom models should NOT have fabricated costs."""
pricing = _get_pricing("totally-unknown-model-xyz")
assert pricing == _DEFAULT_PRICING
assert pricing["input"] == 0.0
assert pricing["output"] == 0.0
def test_custom_endpoint_model_zero_cost(self):
"""Self-hosted models should return zero cost."""
for model in ["FP16_Hermes_4.5", "Hermes_4.5_1T_epoch2", "my-local-llama"]:
pricing = _get_pricing(model)
assert pricing["input"] == 0.0, f"{model} should have zero cost"
assert pricing["output"] == 0.0, f"{model} should have zero cost"
def test_none_model(self):
pricing = _get_pricing(None)
assert pricing == _DEFAULT_PRICING
def test_empty_model(self):
pricing = _get_pricing("")
assert pricing == _DEFAULT_PRICING
class TestHasKnownPricing:
def test_known_commercial_model(self):
assert _has_known_pricing("gpt-4o", provider="openai") is True
assert _has_known_pricing("anthropic/claude-sonnet-4-20250514") is True
assert _has_known_pricing("gpt-4.1", provider="openai") is True
def test_unknown_custom_model(self):
assert _has_known_pricing("FP16_Hermes_4.5") is False
assert _has_known_pricing("my-custom-model") is False
assert _has_known_pricing("glm-5") is False
assert _has_known_pricing("") is False
assert _has_known_pricing(None) is False
def test_heuristic_matched_models_are_not_considered_known(self):
assert _has_known_pricing("some-opus-model") is False
assert _has_known_pricing("future-sonnet-v2") is False
class TestEstimateCost:
def test_basic_cost(self):
cost, status = _estimate_cost(
"anthropic/claude-sonnet-4-20250514",
1_000_000,
1_000_000,
provider="anthropic",
)
assert status == "estimated"
assert cost == pytest.approx(18.0, abs=0.01)
def test_zero_tokens(self):
cost, status = _estimate_cost("gpt-4o", 0, 0, provider="openai")
assert status == "estimated"
assert cost == 0.0
def test_cache_aware_usage(self):
cost, status = _estimate_cost(
"anthropic/claude-sonnet-4-20250514",
1000,
500,
cache_read_tokens=2000,
cache_write_tokens=400,
provider="anthropic",
)
assert status == "estimated"
expected = (1000 * 3.0 + 500 * 15.0 + 2000 * 0.30 + 400 * 3.75) / 1_000_000
assert cost == pytest.approx(expected, abs=0.0001)
# =========================================================================
# Format helpers
# =========================================================================
class TestFormatDuration:
def test_seconds(self):
assert _format_duration(45) == "45s"
def test_minutes(self):
assert _format_duration(300) == "5m"
def test_hours_with_minutes(self):
result = _format_duration(5400) # 1.5 hours
assert result == "1h 30m"
def test_exact_hours(self):
assert _format_duration(7200) == "2h"
def test_days(self):
result = _format_duration(172800) # 2 days
assert result == "2.0d"
class TestBarChart:
def test_basic_bars(self):
bars = _bar_chart([10, 5, 0, 20], max_width=10)
assert len(bars) == 4
assert len(bars[3]) == 10 # max value gets full width
assert len(bars[0]) == 5 # half of max
assert bars[2] == "" # zero gets empty
def test_empty_values(self):
bars = _bar_chart([], max_width=10)
assert bars == []
def test_all_zeros(self):
bars = _bar_chart([0, 0, 0], max_width=10)
assert all(b == "" for b in bars)
def test_single_value(self):
bars = _bar_chart([5], max_width=10)
assert len(bars) == 1
assert len(bars[0]) == 10
# =========================================================================
# InsightsEngine — empty DB
# =========================================================================
class TestInsightsEmpty:
def test_empty_db_returns_empty_report(self, db):
engine = InsightsEngine(db)
report = engine.generate(days=30)
assert report["empty"] is True
assert report["overview"] == {}
def test_empty_db_terminal_format(self, db):
engine = InsightsEngine(db)
report = engine.generate(days=30)
text = engine.format_terminal(report)
assert "No sessions found" in text
def test_empty_db_gateway_format(self, db):
engine = InsightsEngine(db)
report = engine.generate(days=30)
text = engine.format_gateway(report)
assert "No sessions found" in text
# =========================================================================
# InsightsEngine — populated DB
# =========================================================================
class TestInsightsPopulated:
def test_generate_returns_all_sections(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
assert report["empty"] is False
assert "overview" in report
assert "models" in report
assert "platforms" in report
assert "tools" in report
assert "activity" in report
assert "top_sessions" in report
def test_overview_session_count(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
overview = report["overview"]
# s1, s2, s3, s4 are within 30 days; s_old is 45 days ago
assert overview["total_sessions"] == 4
def test_overview_token_totals(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
overview = report["overview"]
expected_input = 50000 + 20000 + 100000 + 10000
expected_output = 15000 + 8000 + 40000 + 5000
assert overview["total_input_tokens"] == expected_input
assert overview["total_output_tokens"] == expected_output
assert overview["total_tokens"] == expected_input + expected_output
def test_overview_cost_positive(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
assert report["overview"]["estimated_cost"] > 0
def test_overview_duration_stats(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
overview = report["overview"]
# All 4 sessions have durations
assert overview["total_hours"] > 0
assert overview["avg_session_duration"] > 0
def test_model_breakdown(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
models = report["models"]
# Should have 3 distinct models (claude-sonnet x2, gpt-4o, deepseek-chat)
model_names = [m["model"] for m in models]
assert "claude-sonnet-4-20250514" in model_names
assert "gpt-4o" in model_names
assert "deepseek-chat" in model_names
# Claude-sonnet has 2 sessions (s1 + s4)
claude = next(m for m in models if "claude-sonnet" in m["model"])
assert claude["sessions"] == 2
def test_platform_breakdown(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
platforms = report["platforms"]
platform_names = [p["platform"] for p in platforms]
assert "cli" in platform_names
assert "telegram" in platform_names
assert "discord" in platform_names
cli = next(p for p in platforms if p["platform"] == "cli")
assert cli["sessions"] == 2 # s1 + s3
def test_tool_breakdown(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
tools = report["tools"]
tool_names = [t["tool"] for t in tools]
assert "terminal" in tool_names
assert "search_files" in tool_names
assert "read_file" in tool_names
assert "patch" in tool_names
assert "web_search" in tool_names
# terminal was used 2x in s3
terminal = next(t for t in tools if t["tool"] == "terminal")
assert terminal["count"] == 2
# Percentages should sum to ~100%
total_pct = sum(t["percentage"] for t in tools)
assert total_pct == pytest.approx(100.0, abs=0.1)
def test_activity_patterns(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
activity = report["activity"]
assert len(activity["by_day"]) == 7
assert len(activity["by_hour"]) == 24
assert activity["active_days"] >= 1
assert activity["busiest_day"] is not None
assert activity["busiest_hour"] is not None
def test_top_sessions(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
top = report["top_sessions"]
labels = [t["label"] for t in top]
assert "Longest session" in labels
assert "Most messages" in labels
assert "Most tokens" in labels
assert "Most tool calls" in labels
def test_source_filter_cli(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30, source="cli")
assert report["overview"]["total_sessions"] == 2 # s1, s3
def test_source_filter_telegram(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30, source="telegram")
assert report["overview"]["total_sessions"] == 1 # s2
def test_source_filter_nonexistent(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30, source="slack")
assert report["empty"] is True
def test_days_filter_short(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=3)
# Only s1 (2 days ago) and s4 (1 day ago) should be included
assert report["overview"]["total_sessions"] == 2
def test_days_filter_long(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=60)
# All 5 sessions should be included
assert report["overview"]["total_sessions"] == 5
# =========================================================================
# Formatting
# =========================================================================
class TestTerminalFormatting:
def test_terminal_format_has_sections(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
text = engine.format_terminal(report)
assert "Hermes Insights" in text
assert "Overview" in text
assert "Models Used" in text
assert "Top Tools" in text
assert "Activity Patterns" in text
assert "Notable Sessions" in text
def test_terminal_format_shows_tokens(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
text = engine.format_terminal(report)
assert "Input tokens" in text
assert "Output tokens" in text
assert "Est. cost" in text
assert "$" in text
def test_terminal_format_shows_platforms(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
text = engine.format_terminal(report)
# Multi-platform, so Platforms section should show
assert "Platforms" in text
assert "cli" in text
assert "telegram" in text
def test_terminal_format_shows_bar_chart(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
text = engine.format_terminal(report)
assert "█" in text # Bar chart characters
def test_terminal_format_shows_na_for_custom_models(self, db):
"""Custom models should show N/A instead of fake cost."""
db.create_session(session_id="s1", source="cli", model="my-custom-model")
db.update_token_counts("s1", input_tokens=1000, output_tokens=500)
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
text = engine.format_terminal(report)
assert "N/A" in text
assert "custom/self-hosted" in text
class TestGatewayFormatting:
def test_gateway_format_is_shorter(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
terminal_text = engine.format_terminal(report)
gateway_text = engine.format_gateway(report)
assert len(gateway_text) < len(terminal_text)
def test_gateway_format_has_bold(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
text = engine.format_gateway(report)
assert "**" in text # Markdown bold
def test_gateway_format_shows_cost(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
text = engine.format_gateway(report)
assert "$" in text
assert "Est. cost" in text
def test_gateway_format_shows_models(self, populated_db):
engine = InsightsEngine(populated_db)
report = engine.generate(days=30)
text = engine.format_gateway(report)
assert "Models" in text
assert "sessions" in text
# =========================================================================
# Edge cases
# =========================================================================
class TestEdgeCases:
def test_session_with_no_tokens(self, db):
"""Sessions with zero tokens should not crash."""
db.create_session(session_id="s1", source="cli", model="test-model")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
assert report["empty"] is False
assert report["overview"]["total_tokens"] == 0
assert report["overview"]["estimated_cost"] == 0.0
def test_session_with_no_end_time(self, db):
"""Active (non-ended) sessions should be included but duration = 0."""
db.create_session(session_id="s1", source="cli", model="test-model")
db.update_token_counts("s1", input_tokens=1000, output_tokens=500)
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
# Session included
assert report["overview"]["total_sessions"] == 1
assert report["overview"]["total_tokens"] == 1500
# But no duration stats (session not ended)
assert report["overview"]["total_hours"] == 0
def test_session_with_no_model(self, db):
"""Sessions with NULL model should not crash."""
db.create_session(session_id="s1", source="cli")
db.update_token_counts("s1", input_tokens=1000, output_tokens=500)
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
assert report["empty"] is False
models = report["models"]
assert len(models) == 1
assert models[0]["model"] == "unknown"
assert models[0]["has_pricing"] is False
def test_custom_model_shows_zero_cost(self, db):
"""Custom/self-hosted models should show $0 cost, not fake estimates."""
db.create_session(session_id="s1", source="cli", model="FP16_Hermes_4.5")
db.update_token_counts("s1", input_tokens=100000, output_tokens=50000)
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
assert report["overview"]["estimated_cost"] == 0.0
assert "FP16_Hermes_4.5" in report["overview"]["models_without_pricing"]
models = report["models"]
custom = next(m for m in models if m["model"] == "FP16_Hermes_4.5")
assert custom["cost"] == 0.0
assert custom["has_pricing"] is False
def test_tool_usage_from_tool_calls_json(self, db):
"""Tool usage should be extracted from tool_calls JSON when tool_name is NULL."""
import json as _json
db.create_session(session_id="s1", source="cli", model="test")
# Assistant message with tool_calls (this is what CLI produces)
db.append_message("s1", role="assistant", content="Let me search",
tool_calls=[{"id": "call_1", "type": "function",
"function": {"name": "search_files", "arguments": "{}"}}])
# Tool response WITHOUT tool_name (this is the CLI bug)
db.append_message("s1", role="tool", content="found results",
tool_call_id="call_1")
db.append_message("s1", role="assistant", content="Now reading",
tool_calls=[{"id": "call_2", "type": "function",
"function": {"name": "read_file", "arguments": "{}"}}])
db.append_message("s1", role="tool", content="file content",
tool_call_id="call_2")
db.append_message("s1", role="assistant", content="And searching again",
tool_calls=[{"id": "call_3", "type": "function",
"function": {"name": "search_files", "arguments": "{}"}}])
db.append_message("s1", role="tool", content="more results",
tool_call_id="call_3")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
tools = report["tools"]
# Should find tools from tool_calls JSON even though tool_name is NULL
tool_names = [t["tool"] for t in tools]
assert "search_files" in tool_names
assert "read_file" in tool_names
# search_files was called twice
sf = next(t for t in tools if t["tool"] == "search_files")
assert sf["count"] == 2
def test_overview_pricing_sets_are_lists(self, db):
"""models_with/without_pricing should be JSON-serializable lists."""
import json as _json
db.create_session(session_id="s1", source="cli", model="gpt-4o")
db.create_session(session_id="s2", source="cli", model="my-custom")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
overview = report["overview"]
assert isinstance(overview["models_with_pricing"], list)
assert isinstance(overview["models_without_pricing"], list)
# Should be JSON-serializable
_json.dumps(report["overview"]) # would raise if sets present
def test_mixed_commercial_and_custom_models(self, db):
"""Mix of commercial and custom models: only commercial ones get costs."""
db.create_session(session_id="s1", source="cli", model="anthropic/claude-sonnet-4-20250514")
db.update_token_counts(
"s1",
input_tokens=10000,
output_tokens=5000,
billing_provider="anthropic",
)
db.create_session(session_id="s2", source="cli", model="my-local-llama")
db.update_token_counts("s2", input_tokens=10000, output_tokens=5000)
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
# Cost should only come from gpt-4o, not from the custom model
overview = report["overview"]
assert overview["estimated_cost"] > 0
assert "claude-sonnet-4-20250514" in overview["models_with_pricing"] # list now, not set
assert "my-local-llama" in overview["models_without_pricing"]
# Verify individual model entries
claude = next(m for m in report["models"] if m["model"] == "claude-sonnet-4-20250514")
assert claude["has_pricing"] is True
assert claude["cost"] > 0
llama = next(m for m in report["models"] if m["model"] == "my-local-llama")
assert llama["has_pricing"] is False
assert llama["cost"] == 0.0
def test_single_session_streak(self, db):
"""Single session should have streak of 0 or 1."""
db.create_session(session_id="s1", source="cli", model="test")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
assert report["activity"]["max_streak"] <= 1
def test_no_tool_calls(self, db):
"""Sessions with no tool calls should produce empty tools list."""
db.create_session(session_id="s1", source="cli", model="test")
db.append_message("s1", role="user", content="hello")
db.append_message("s1", role="assistant", content="hi there")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
assert report["tools"] == []
def test_only_one_platform(self, db):
"""Single-platform usage should still work."""
db.create_session(session_id="s1", source="cli", model="test")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=30)
assert len(report["platforms"]) == 1
assert report["platforms"][0]["platform"] == "cli"
# Terminal format should NOT show platform section for single platform
text = engine.format_terminal(report)
# (it still shows platforms section if there's only cli and nothing else)
# Actually the condition is > 1 platforms OR non-cli, so single cli won't show
def test_large_days_value(self, db):
"""Very large days value should not crash."""
db.create_session(session_id="s1", source="cli", model="test")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=365)
assert report["empty"] is False
def test_zero_days(self, db):
"""Zero days should return empty (nothing is in the future)."""
db.create_session(session_id="s1", source="cli", model="test")
db._conn.commit()
engine = InsightsEngine(db)
report = engine.generate(days=0)
# Depending on timing, might catch the session if created <1s ago
# Just verify it doesn't crash
assert "empty" in report
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