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https://github.com/haris-musa/excel-mcp-server.git
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Cleanup: Remove unused header-related functions from data.py
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@ -135,91 +135,6 @@ def write_data(
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logger.error(f"Failed to write data: {e}")
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raise DataError(str(e))
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def _looks_like_headers(row_dict):
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"""Check if a data row appears to be headers (keys match values)."""
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return all(
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isinstance(value, str) and str(value).strip() == str(key).strip()
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for key, value in row_dict.items()
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)
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def _check_for_headers_above(worksheet, start_row, start_col, headers):
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"""Check if cells above start position contain headers."""
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if start_row <= 1:
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return False # Nothing above row 1
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# Look for header-like content above
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for check_row in range(max(1, start_row - 5), start_row):
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# Count matches for this row
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header_count = 0
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cell_count = 0
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for i, header in enumerate(headers):
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if i >= 10: # Limit check to first 10 columns for performance
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break
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cell = worksheet.cell(row=check_row, column=start_col + i)
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cell_count += 1
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# Check if cell is formatted like a header (bold)
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is_formatted = cell.font.bold if hasattr(cell.font, 'bold') else False
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# Check for any content that could be a header
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if cell.value is not None:
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# Case 1: Direct match with expected header
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if str(cell.value).strip().lower() == str(header).strip().lower():
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header_count += 2 # Give higher weight to exact matches
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# Case 2: Any formatted cell with content
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elif is_formatted and cell.value:
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header_count += 1
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# Case 3: Any cell with content in the first row we check
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elif check_row == max(1, start_row - 5):
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header_count += 0.5
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# If we have a significant number of matching cells, consider it a header row
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if cell_count > 0 and header_count >= cell_count * 0.5:
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return True
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# No headers found above
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return False
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def _determine_header_behavior(worksheet, start_row, start_col, data):
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"""Determine if headers should be written based on context."""
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if not data:
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return False # No data means no headers
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# Check if we're in the title area (rows 1-4)
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if start_row <= 4:
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return False # Don't add headers in title area
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# If we already have data in the sheet, be cautious about adding headers
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if worksheet.max_row > 1:
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# Check if the target row already has content
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has_content = any(
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worksheet.cell(row=start_row, column=start_col + i).value is not None
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for i in range(min(5, len(data[0].keys())))
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)
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if has_content:
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return False # Don't overwrite existing content with headers
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# Check if first row appears to be headers
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first_row_is_headers = _looks_like_headers(data[0])
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# Check extensively for headers above (up to 5 rows)
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has_headers_above = _check_for_headers_above(worksheet, start_row, start_col, list(data[0].keys()))
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# Be conservative - don't add headers if we detect headers above or the data has headers
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if has_headers_above or first_row_is_headers:
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return False
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# If we're appending data immediately after existing data, don't add headers
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if any(worksheet.cell(row=start_row-1, column=start_col + i).value is not None
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for i in range(min(5, len(data[0].keys())))):
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return False
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# For completely new sheets or empty areas far from content, add headers
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return True
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def _write_data_to_worksheet(
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worksheet: Worksheet,
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data: list[list],
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