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file verbose trace with config var APP_DEBUG_CHAT_WORKFLOW_ENABLED installed

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ValueOn AG 2025-10-12 14:59:51 +02:00
parent d9ee4d9605
commit aa86caa229
5 changed files with 110 additions and 91 deletions
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6
modules/interfaces/interfaceDbChatObjects.py
View file

@ -571,8 +571,10 @@ class ChatObjects:
actionName=createdMessage.get("actionName") actionName=createdMessage.get("actionName")
) )
# Debug: Store message and documents for debugging TODO REMOVE # Debug: Store message and documents for debugging - only if debug enabled
self._storeDebugMessageAndDocuments(chat_message) debug_enabled = APP_CONFIG.get("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
if debug_enabled:
self._storeDebugMessageAndDocuments(chat_message)
return chat_message return chat_message

66
modules/services/serviceAi/mainServiceAi.py
View file

@ -786,19 +786,21 @@ class AiService:
# Log extraction response # Log extraction response
self.services.utils.debugLogToFile(f"EXTRACTION RESPONSE LENGTH: {len(ai_result) if ai_result else 0} characters", "AI_SERVICE") self.services.utils.debugLogToFile(f"EXTRACTION RESPONSE LENGTH: {len(ai_result) if ai_result else 0} characters", "AI_SERVICE")
# Save full extraction prompt and response to debug file # Save full extraction prompt and response to debug file - only if debug enabled
try: debug_enabled = self.services.utils.configGet("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
import os if debug_enabled:
from datetime import datetime, UTC try:
ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S") import os
debug_root = "./test-chat/ai" from datetime import datetime, UTC
os.makedirs(debug_root, exist_ok=True) ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S")
with open(os.path.join(debug_root, f"{ts}_extraction_container_chunk_{chunk_index}.txt"), "w", encoding="utf-8") as f: debug_root = "./test-chat/ai"
f.write(f"EXTRACTION PROMPT:\n{prompt}\n\n") os.makedirs(debug_root, exist_ok=True)
f.write(f"EXTRACTION CONTEXT:\n{part.data if part.data else 'No context'}\n\n") with open(os.path.join(debug_root, f"{ts}_extraction_container_chunk_{chunk_index}.txt"), "w", encoding="utf-8") as f:
f.write(f"EXTRACTION RESPONSE:\n{ai_result if ai_result else 'No response'}\n") f.write(f"EXTRACTION PROMPT:\n{prompt}\n\n")
except Exception: f.write(f"EXTRACTION CONTEXT:\n{part.data if part.data else 'No context'}\n\n")
pass f.write(f"EXTRACTION RESPONSE:\n{ai_result if ai_result else 'No response'}\n")
except Exception:
pass
# If generating JSON, validate the response # If generating JSON, validate the response
if generate_json: if generate_json:
@ -878,17 +880,19 @@ class AiService:
# Log extraction response length # Log extraction response length
self.services.utils.debugLogToFile(f"EXTRACTION RESPONSE LENGTH: {len(ai_result) if ai_result else 0} characters", "AI_SERVICE") self.services.utils.debugLogToFile(f"EXTRACTION RESPONSE LENGTH: {len(ai_result) if ai_result else 0} characters", "AI_SERVICE")
# Save extraction response to debug file (without verbose prompt) # Save extraction response to debug file (without verbose prompt) - only if debug enabled
try: debug_enabled = self.services.utils.configGet("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
import os if debug_enabled:
from datetime import datetime, UTC try:
ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S") import os
debug_root = "./test-chat/ai" from datetime import datetime, UTC
os.makedirs(debug_root, exist_ok=True) ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S")
with open(os.path.join(debug_root, f"{ts}_extraction_chunk_{chunk_index}.txt"), "w", encoding="utf-8") as f: debug_root = "./test-chat/ai"
f.write(f"EXTRACTION RESPONSE:\n{ai_result if ai_result else 'No response'}\n") os.makedirs(debug_root, exist_ok=True)
except Exception: with open(os.path.join(debug_root, f"{ts}_extraction_chunk_{chunk_index}.txt"), "w", encoding="utf-8") as f:
pass f.write(f"EXTRACTION RESPONSE:\n{ai_result if ai_result else 'No response'}\n")
except Exception:
pass
# If generating JSON, validate the response # If generating JSON, validate the response
if generate_json: if generate_json:
@ -1325,7 +1329,6 @@ class AiService:
call_type = self._determineCallType(documents, options.operationType) call_type = self._determineCallType(documents, options.operationType)
options.callType = call_type options.callType = call_type
# Log the prompt being sent to AI for debugging (before routing) TODO TO REMOVE
try: try:
# Build the full prompt that will be sent to AI # Build the full prompt that will be sent to AI
if placeholders: if placeholders:
@ -1349,7 +1352,7 @@ class AiService:
# Handle document generation with specific output format # Handle document generation with specific output format
if outputFormat: if outputFormat:
result = await self._callAiWithDocumentGeneration(prompt, documents, options, outputFormat, title) result = await self._callAiWithDocumentGeneration(prompt, documents, options, outputFormat, title)
# Log AI response for debugging TODO TO REMOVE # Log AI response for debugging
try: try:
if isinstance(result, dict) and 'content' in result: if isinstance(result, dict) and 'content' in result:
self._writeAiResponseDebug( self._writeAiResponseDebug(
@ -1365,7 +1368,7 @@ class AiService:
if call_type == "planning": if call_type == "planning":
result = await self._callAiPlanning(prompt, placeholders_dict, placeholders_meta, options) result = await self._callAiPlanning(prompt, placeholders_dict, placeholders_meta, options)
# Log AI response for debugging TODO TO REMOVE # Log AI response for debugging
try: try:
self._writeAiResponseDebug( self._writeAiResponseDebug(
label='ai_planning', label='ai_planning',
@ -1390,7 +1393,7 @@ class AiService:
full_prompt = prompt full_prompt = prompt
result = await self._callAiText(full_prompt, documents, options) result = await self._callAiText(full_prompt, documents, options)
# Log AI response for debugging (additional logging for text calls) TODO TO REMOVE # Log AI response for debugging (additional logging for text calls)
try: try:
self._writeAiResponseDebug( self._writeAiResponseDebug(
label='ai_text_main', label='ai_text_main',
@ -1697,8 +1700,13 @@ class AiService:
pass pass
def _writeAiResponseDebug(self, label: str, content: str, partIndex: int = 1, modelName: str = None, continuation: bool = None) -> None: def _writeAiResponseDebug(self, label: str, content: str, partIndex: int = 1, modelName: str = None, continuation: bool = None) -> None:
"""Persist raw AI response parts for debugging under test-chat/ai.""" """Persist raw AI response parts for debugging under test-chat/ai - only if debug enabled."""
try: try:
# Check if debug logging is enabled
debug_enabled = self.services.utils.configGet("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
if not debug_enabled:
return
import os import os
from datetime import datetime, UTC from datetime import datetime, UTC
# Base dir: gateway/test-chat/ai (go up 4 levels from this file) # Base dir: gateway/test-chat/ai (go up 4 levels from this file)

65
modules/services/serviceExtraction/subPipeline.py
View file

@ -3,6 +3,7 @@ import logging
import os import os
from modules.datamodels.datamodelExtraction import ContentExtracted, ContentPart from modules.datamodels.datamodelExtraction import ContentExtracted, ContentPart
from modules.shared.configuration import APP_CONFIG
from .subUtils import makeId from .subUtils import makeId
from .subRegistry import ExtractorRegistry, ChunkerRegistry from .subRegistry import ExtractorRegistry, ChunkerRegistry
from .merging.mergerText import TextMerger from .merging.mergerText import TextMerger
@ -100,38 +101,40 @@ def runExtraction(extractorRegistry: ExtractorRegistry, chunkerRegistry: Chunker
logger.debug(f"runExtraction: Final parts after merging: {len(parts)} (chunks: {len(chunk_parts)})") logger.debug(f"runExtraction: Final parts after merging: {len(parts)} (chunks: {len(chunk_parts)})")
logger.debug(f"runExtraction - Final parts: {len(parts)} (chunks: {len(chunk_parts)})") logger.debug(f"runExtraction - Final parts: {len(parts)} (chunks: {len(chunk_parts)})")
# DEBUG: dump parts and chunks to files TODO TO REMOVE # DEBUG: dump parts and chunks to files - only if debug enabled
try: try:
base_dir = "./test-chat/ai" debug_enabled = APP_CONFIG.get("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
os.makedirs(base_dir, exist_ok=True) if debug_enabled:
base_dir = "./test-chat/ai"
# Generate timestamp for consistent naming os.makedirs(base_dir, exist_ok=True)
from datetime import datetime, UTC
ts = datetime.now(UTC).strftime('%Y%m%d-%H%M%S-%f')[:-3] # Generate timestamp for consistent naming
from datetime import datetime, UTC
# Write a summary file ts = datetime.now(UTC).strftime('%Y%m%d-%H%M%S-%f')[:-3]
summary_lines: List[str] = [f"fileName: {fileName}", f"mimeType: {mimeType}", f"totalParts: {len(parts)}"]
text_index = 0 # Write a summary file
for idx, part in enumerate(parts): summary_lines: List[str] = [f"fileName: {fileName}", f"mimeType: {mimeType}", f"totalParts: {len(parts)}"]
is_texty = part.typeGroup in ("text", "table", "structure") text_index = 0
size = int(part.metadata.get("size", 0) or 0) for idx, part in enumerate(parts):
is_chunk = bool(part.metadata.get("chunk", False)) is_texty = part.typeGroup in ("text", "table", "structure")
summary_lines.append( size = int(part.metadata.get("size", 0) or 0)
f"part[{idx}]: typeGroup={part.typeGroup}, label={part.label}, size={size}, chunk={is_chunk}" is_chunk = bool(part.metadata.get("chunk", False))
) summary_lines.append(
if is_texty and getattr(part, "data", None): f"part[{idx}]: typeGroup={part.typeGroup}, label={part.label}, size={size}, chunk={is_chunk}"
text_index += 1 )
fname = f"{ts}_extract_{fileName}_part_{idx:03d}_{'chunk' if is_chunk else 'full'}_{text_index:03d}.txt" if is_texty and getattr(part, "data", None):
fpath = os.path.join(base_dir, fname) text_index += 1
with open(fpath, "w", encoding="utf-8") as f: fname = f"{ts}_extract_{fileName}_part_{idx:03d}_{'chunk' if is_chunk else 'full'}_{text_index:03d}.txt"
f.write(f"# typeGroup: {part.typeGroup}\n# label: {part.label}\n# chunk: {is_chunk}\n# size: {size}\n\n") fpath = os.path.join(base_dir, fname)
f.write(str(part.data)) with open(fpath, "w", encoding="utf-8") as f:
f.write(f"# typeGroup: {part.typeGroup}\n# label: {part.label}\n# chunk: {is_chunk}\n# size: {size}\n\n")
# Write summary file f.write(str(part.data))
summary_fname = f"{ts}_extract_{fileName}_summary.txt"
summary_fpath = os.path.join(base_dir, summary_fname) # Write summary file
with open(summary_fpath, "w", encoding="utf-8") as f: summary_fname = f"{ts}_extract_{fileName}_summary.txt"
f.write("\n".join(summary_lines)) summary_fpath = os.path.join(base_dir, summary_fname)
with open(summary_fpath, "w", encoding="utf-8") as f:
f.write("\n".join(summary_lines))
except Exception as _e: except Exception as _e:
logger.debug(f"Debug dump skipped: {_e}") logger.debug(f"Debug dump skipped: {_e}")

22
modules/services/serviceGeneration/mainServiceGeneration.py
View file

@ -318,17 +318,19 @@ class GenerationService:
if "sections" not in extractedContent: if "sections" not in extractedContent:
raise ValueError("extractedContent must contain 'sections' field") raise ValueError("extractedContent must contain 'sections' field")
# DEBUG: Log renderer input metadata only (no verbose JSON) TODO REMOVE # DEBUG: Log renderer input metadata only (no verbose JSON) - only if debug enabled
try: try:
import os debug_enabled = self.services.utils.configGet("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S") if debug_enabled:
debug_root = "./test-chat/ai" import os
debug_dir = os.path.join(debug_root, f"render_input_{ts}") ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S")
os.makedirs(debug_dir, exist_ok=True) debug_root = "./test-chat/ai"
with open(os.path.join(debug_dir, "meta.txt"), "w", encoding="utf-8") as f: debug_dir = os.path.join(debug_root, f"render_input_{ts}")
f.write(f"title: {title}\nformat: {outputFormat}\ncontent_type: {type(extractedContent).__name__}\n") os.makedirs(debug_dir, exist_ok=True)
f.write(f"content_size: {len(str(extractedContent))} characters\n") with open(os.path.join(debug_dir, "meta.txt"), "w", encoding="utf-8") as f:
f.write(f"sections_count: {len(extractedContent.get('sections', []))}\n") f.write(f"title: {title}\nformat: {outputFormat}\ncontent_type: {type(extractedContent).__name__}\n")
f.write(f"content_size: {len(str(extractedContent))} characters\n")
f.write(f"sections_count: {len(extractedContent.get('sections', []))}\n")
except Exception: except Exception:
pass pass

42
modules/services/serviceGeneration/subPromptBuilder.py
View file

@ -114,16 +114,18 @@ Return only the JSON structure with actual data from the documents. Do not inclu
# Debug output # Debug output
services.utils.debugLogToFile(f"EXTRACTION INTENT: Processed", "PROMPT_BUILDER") services.utils.debugLogToFile(f"EXTRACTION INTENT: Processed", "PROMPT_BUILDER")
# Save full extraction prompt to debug file # Save full extraction prompt to debug file - only if debug enabled
try: try:
import os debug_enabled = services.utils.configGet("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
from datetime import datetime, UTC if debug_enabled:
ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S") import os
debug_root = "./test-chat/ai" from datetime import datetime, UTC
os.makedirs(debug_root, exist_ok=True) ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S")
with open(os.path.join(debug_root, f"{ts}_extraction_prompt.txt"), "w", encoding="utf-8") as f: debug_root = "./test-chat/ai"
f.write(f"EXTRACTION PROMPT:\n{finalPrompt}\n\n") os.makedirs(debug_root, exist_ok=True)
f.write(f"EXTRACTION INTENT:\n{extractionIntent}\n") with open(os.path.join(debug_root, f"{ts}_extraction_prompt.txt"), "w", encoding="utf-8") as f:
f.write(f"EXTRACTION PROMPT:\n{finalPrompt}\n\n")
f.write(f"EXTRACTION INTENT:\n{extractionIntent}\n")
except Exception: except Exception:
pass pass
@ -194,17 +196,19 @@ Return only the generation prompt, starting with "Generate a {outputFormat} docu
# Debug output # Debug output
services.utils.debugLogToFile(f"GENERATION PROMPT: Generated successfully", "PROMPT_BUILDER") services.utils.debugLogToFile(f"GENERATION PROMPT: Generated successfully", "PROMPT_BUILDER")
# Save full generation prompt and AI response to debug file # Save full generation prompt and AI response to debug file - only if debug enabled
try: try:
import os debug_enabled = services.utils.configGet("APP_DEBUG_CHAT_WORKFLOW_ENABLED", False)
from datetime import datetime, UTC if debug_enabled:
ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S") import os
debug_root = "./test-chat/ai" from datetime import datetime, UTC
os.makedirs(debug_root, exist_ok=True) ts = datetime.now(UTC).strftime("%Y%m%d-%H%M%S")
with open(os.path.join(debug_root, f"{ts}_generation_prompt.txt"), "w", encoding="utf-8") as f: debug_root = "./test-chat/ai"
f.write(f"GENERATION PROMPT REQUEST:\n{generationPromptRequest}\n\n") os.makedirs(debug_root, exist_ok=True)
f.write(f"GENERATION PROMPT AI RESPONSE:\n{response.content if response else 'No response'}\n\n") with open(os.path.join(debug_root, f"{ts}_generation_prompt.txt"), "w", encoding="utf-8") as f:
f.write(f"GENERATION PROMPT FINAL:\n{result if result else 'None'}\n") f.write(f"GENERATION PROMPT REQUEST:\n{generationPromptRequest}\n\n")
f.write(f"GENERATION PROMPT AI RESPONSE:\n{response.content if response else 'No response'}\n\n")
f.write(f"GENERATION PROMPT FINAL:\n{result if result else 'None'}\n")
except Exception: except Exception:
pass pass