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fix: fine tune multiple times should edit original id #249

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merged 2 commits into from
Sep 25, 2024
Merged

fix: fine tune multiple times should edit original id #249

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fix: fine tune multiple times should edit original id
yuanwen-tian Sep 25, 2024
5d6175a
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yuanwen-tian Sep 25, 2024
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35 changes: 32 additions & 3 deletions vision_agent/tools/meta_tools.py
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Original file line number Diff line number Diff line change
Expand Up @@ -643,7 +643,23 @@ def use_object_detection_fine_tuning(
return output_str

code = artifacts[name]
patterns = [

patterns_with_fine_tune_id = [
(
r'florence2_phrase_grounding\(\s*"([^"]+)"\s*,\s*([^,]+)(?:,\s*"[^"]+")?\s*\)',
lambda match: f'florence2_phrase_grounding("{match.group(1)}", {match.group(2)}, "{fine_tune_id}")',
),
(
r'owl_v2_image\(\s*"([^"]+)"\s*,\s*([^,]+)(?:,\s*"[^"]+")?\s*\)',
lambda match: f'owl_v2_image("{match.group(1)}", {match.group(2)}, "{fine_tune_id}")',
),
(
r'florence2_sam2_image\(\s*"([^"]+)"\s*,\s*([^,]+)(?:,\s*"[^"]+")?\s*\)',
lambda match: f'florence2_sam2_image("{match.group(1)}", {match.group(2)}, "{fine_tune_id}")',
),
]

patterns_without_fine_tune_id = [
(
r"florence2_phrase_grounding\(\s*([^\)]+)\s*\)",
lambda match: f'florence2_phrase_grounding({match.group(1)}, "{fine_tune_id}")',
Expand All @@ -659,8 +675,21 @@ def use_object_detection_fine_tuning(
]

new_code = code
for pattern, replacer in patterns:
new_code = re.sub(pattern, replacer, new_code)

for index, (pattern_with_fine_tune_id, replacer_with_fine_tune_id) in enumerate(
patterns_with_fine_tune_id
):
if re.search(pattern_with_fine_tune_id, new_code):
new_code = re.sub(
pattern_with_fine_tune_id, replacer_with_fine_tune_id, new_code
)
else:
(pattern_without_fine_tune_id, replacer_without_fine_tune_id) = (
patterns_without_fine_tune_id[index]
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)
new_code = re.sub(
pattern_without_fine_tune_id, replacer_without_fine_tune_id, new_code
)

if new_code == code:
output_str = (
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