Create semantic_process.py

modules/semantic/semantic_process.py

@@ -1,51 +0,0 @@
-import logging
-import io
-import base64
-import matplotlib.pyplot as plt
-from ..text_analysis.semantic_analysis import perform_semantic_analysis
-from .flexible_analysis_handler import FlexibleAnalysisHandler
-
-logger = logging.getLogger(__name__)
-
-def encode_image_to_base64(image_data):
-    return base64.b64encode(image_data).decode('utf-8')
-
-def process_semantic_analysis(file_contents, nlp_model, lang_code):
-    logger.info(f"Starting semantic analysis processing for language: {lang_code}")
-    try:
-        result = perform_semantic_analysis(file_contents, nlp_model, lang_code)
-
-        concept_graph = result['concept_graph']
-        entity_graph = result['entity_graph']
-        key_concepts = result['key_concepts']
-
-        # Convertir los gráficos a base64
-        concept_graph_base64 = encode_image_to_base64(concept_graph)
-        entity_graph_base64 = encode_image_to_base64(entity_graph)
-
-        logger.info("Semantic analysis processing completed successfully")
-        logger.debug(f"Concept graph base64 (first 100 chars): {concept_graph_base64[:100]}")
-        return concept_graph_base64, entity_graph_base64, key_concepts
-    except Exception as e:
-        logger.error(f"Error in semantic analysis processing: {str(e)}")
-        return None, None, []
-
-'''
-logger = logging.getLogger(__name__)
-logging.basicConfig(level=logging.DEBUG)
-
-def process_semantic_analysis(file_contents, nlp_model, lang_code):
-    logger.info(f"Starting semantic analysis for language: {lang_code}")
-    try:
-        logger.debug("Calling perform_semantic_analysis")
-        result = perform_semantic_analysis(file_contents, nlp_model, lang_code)
-        logger.debug(f"Result keys: {result.keys()}")
-        logger.debug(f"Type of concept_graph: {type(result['concept_graph'])}")
-        logger.debug(f"Type of entity_graph: {type(result['entity_graph'])}")
-        logger.debug(f"Number of key_concepts: {len(result['key_concepts'])}")
-        logger.info("Semantic analysis completed successfully")
-        return result['concept_graph'], result['entity_graph'], result['key_concepts']
-    except Exception as e:
-        logger.error(f"Error in semantic analysis: {str(e)}")
-        raise
-'''