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41 lines
1.5 KiB
Python
41 lines
1.5 KiB
Python
from cognee.shared.logging_utils import get_logger
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from os.path import basename
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from cognee.tasks.chunks import chunk_by_row
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from cognee.modules.chunking.Chunker import Chunker
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from .models.DocumentChunk import DocumentChunk
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logger = get_logger()
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class CsvChunker(Chunker):
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async def read(self):
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document_id = str(self.document.id)
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document_name = self.document.name or basename(self.document.raw_data_location)
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async for content_text in self.get_text():
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if content_text is None:
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continue
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for chunk_data in chunk_by_row(content_text, self.max_chunk_size):
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if chunk_data["chunk_size"] <= self.max_chunk_size:
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yield DocumentChunk(
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id=chunk_data["chunk_id"],
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text=chunk_data["text"],
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chunk_size=chunk_data["chunk_size"],
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is_part_of=self.document,
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chunk_index=self.chunk_index,
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cut_type=chunk_data["cut_type"],
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contains=[],
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document_id=document_id,
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document_name=document_name,
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metadata={
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"index_fields": ["text"],
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},
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)
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self.chunk_index += 1
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else:
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raise ValueError(
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f"Chunk size is larger than the maximum chunk size {self.max_chunk_size}"
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)
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