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clarifai_datautils/multimodal/pipeline/summarizer.py

Lines changed: 11 additions & 13 deletions
Original file line numberDiff line numberDiff line change
@@ -78,15 +78,14 @@ def _summarize_image(self, image_elements: List[Image]) -> List[CompositeElement
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image_summary = []
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try:
8080
for i in range(0, len(image_elements), self.batch_size):
81-
batch = image_elements[i : i+self.batch_size]
82-
83-
input_proto = [Inputs.get_multimodal_input(
84-
input_id=batch[id].metadata.input_id,
85-
image_bytes=base64.b64decode(batch[id].metadata.image_base64),
86-
raw_text=self.summary_prompt
87-
)
88-
for id in range(len(batch))
89-
if isinstance(batch[id], Image)
81+
batch = image_elements[i:i + self.batch_size]
82+
83+
input_proto = [
84+
Inputs.get_multimodal_input(
85+
input_id=batch[id].metadata.input_id,
86+
image_bytes=base64.b64decode(batch[id].metadata.image_base64),
87+
raw_text=self.summary_prompt) for id in range(len(batch))
88+
if isinstance(batch[id], Image)
9089
]
9190
resp = self.model.predict(input_proto)
9291
for i, output in enumerate(resp.outputs):
@@ -95,8 +94,7 @@ def _summarize_image(self, image_elements: List[Image]) -> List[CompositeElement
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summary = image_elements[i].text
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summary = summary + " \n " + output.data.text.raw
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eid = batch[i].metadata.input_id
98-
meta_dict = {'source_input_id': eid, 'is_original': False,
99-
'image_summary':'yes'}
97+
meta_dict = {'source_input_id': eid, 'is_original': False, 'image_summary': 'yes'}
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comp_element = CompositeElement(
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text=summary,
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metadata=ElementMetadata.from_dict(meta_dict),
@@ -105,5 +103,5 @@ def _summarize_image(self, image_elements: List[Image]) -> List[CompositeElement
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106104
except Exception as e:
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raise e
108-
109-
return image_summary
106+
107+
return image_summary

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