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2 changes: 1 addition & 1 deletion dspy/utils/usage_tracker.py
Original file line number Diff line number Diff line change
Expand Up @@ -45,7 +45,7 @@ def _merge_usage_entries(
current_v = result.get(k)
if isinstance(v, dict) or isinstance(current_v, dict):
result[k] = self._merge_usage_entries(current_v, v)
else:
elif current_v is not None or v is not None:
result[k] = (current_v or 0) + (v or 0)
return result

Expand Down
22 changes: 22 additions & 0 deletions tests/utils/test_usage_tracker.py
Original file line number Diff line number Diff line change
Expand Up @@ -382,3 +382,25 @@ def task2():

# Parent tracker should remain unchanged (workers have independent copies)
assert len(parent_tracker.usage_data) == 0


def test_merge_usage_entries_with_mixed_types():
"""Test merging usage entries with mixed types (dict, int, None).

This test verifies the fix for the bug where _merge_usage_entries would fail
with TypeError when trying to call len() on a non-dict value during recursive merging.
"""
tracker = UsageTracker()

# Test None values in details
tracker.add_usage("gpt-4o-mini", {"completion_tokens": 129, "prompt_tokens": 975, "completion_tokens_details": None, "prompt_tokens_details": None})
tracker.add_usage("gpt-4o-mini", {"completion_tokens": 144, "prompt_tokens": 1418, "completion_tokens_details": None, "prompt_tokens_details": {"cached_tokens": 0}})
tracker.add_usage("gpt-4o-mini", {"completion_tokens": 121, "prompt_tokens": 1167, "completion_tokens_details": {"reasoning_tokens": 0}, "prompt_tokens_details": None})

total_usage = tracker.get_total_tokens()
assert total_usage["gpt-4o-mini"]["completion_tokens"] == 394
assert total_usage["gpt-4o-mini"]["prompt_tokens"] == 3560
assert isinstance(total_usage["gpt-4o-mini"]["prompt_tokens_details"], dict)
assert isinstance(total_usage["gpt-4o-mini"]["completion_tokens_details"], dict)
assert total_usage["gpt-4o-mini"]["prompt_tokens_details"] == {"cached_tokens": 0}
assert total_usage["gpt-4o-mini"]["completion_tokens_details"] == {"reasoning_tokens": 0}