From 30ad4bb7625c5820c53d79b26e95bd0e590556af Mon Sep 17 00:00:00 2001 From: ValueOn AG Date: Tue, 6 Jan 2026 17:53:55 +0100 Subject: [PATCH] Enhanced core ai call for FULL parallel section generation. --- modules/services/serviceAi/merge_1.txt | 9745 +++++++++++++++++ .../services/serviceAi/subStructureFilling.py | 166 +- .../serviceAi/subStructureGeneration.py | 16 +- .../serviceGeneration/paths/codePath.py | 32 +- 4 files changed, 9843 insertions(+), 116 deletions(-) create mode 100644 modules/services/serviceAi/merge_1.txt diff --git a/modules/services/serviceAi/merge_1.txt b/modules/services/serviceAi/merge_1.txt new file mode 100644 index 00000000..4244a9f1 --- /dev/null +++ b/modules/services/serviceAi/merge_1.txt @@ -0,0 +1,9745 @@ +================================================================================ +JSON MERGE OPERATION #1 +================================================================================ +Timestamp: 2026-01-06T17:45:29.992030 + +INPUT: + Accumulated length: 92801 chars + New Fragment length: 39761 chars + Accumulated: 4831 lines (showing first 5 and last 5) + { + "elements": [ + { + "type": "table", + "content": { + ... (4821 lines omitted) ... + "37907", + "37951", + "37957" + ], + ["37963", "37967", "37987", "37991", "37993", " + New Fragment: 410 lines (showing first 5 and last 5) + ```json + { + "elements": [ + { + "type": "table", + ... (400 lines omitted) ... + ["37529", "37537", "37547", "37549", "37561", "37567", "37571", "37573", "37579", "37589"], + ["37591", "37607", "37619", "37633", "37643", "37649", "37657", "37663", "37691", "37693"], + ["37699", "37717", "37747", "37781", "37783", "37799", "37811", "37813", "37831", "37847"], + ["37853", "37861", "37871", "37879", "37889", "37897", "37907", "37951", "37957", "37963"], + ["37967", "37987", "37991", "37993", "379 + + + Normalized Accumulated (92801 chars) + (showing first 5 and last 5 of 4831 lines) + { + "elements": [ + { + "type": "table", + "content": { + ... (4821 lines omitted) ... + "37907", + "37951", + "37957" + ], + ["37963", "37967", "37987", "37991", "37993", " + + Normalized New Fragment (39753 chars) + (showing first 5 and last 5 of 409 lines) + { + "elements": [ + { + "type": "table", + "content": { + ... (399 lines omitted) ... + ["37529", "37537", "37547", "37549", "37561", "37567", "37571", "37573", "37579", "37589"], + ["37591", "37607", "37619", "37633", "37643", "37649", "37657", "37663", "37691", "37693"], + ["37699", "37717", "37747", "37781", "37783", "37799", "37811", "37813", "37831", "37847"], + ["37853", "37861", "37871", "37879", "37889", "37897", "37907", "37951", "37957", "37963"], + ["37967", "37987", "37991", "37993", "379 +STEP: PHASE 1 + Description: Finding overlap between JSON strings + ⏳ In progress... + + Overlap Detection (string): + Overlap length: 0 + ⚠️ No overlap detected - appending all + + ⚠️ NO OVERLAP FOUND - This indicates iterations should stop + Closing JSON and returning final result + + Closed JSON (92808 chars): + ============================================================================== + { + "elements": [ + { + "type": "table", + "content": { + "headers": [ + "Spalte 1", + "Spalte 2", + "Spalte 3", + "Spalte 4", + "Spalte 5", + "Spalte 6", + 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index cda9daf0..d84ddfcc 100644 --- a/modules/services/serviceAi/subStructureFilling.py +++ b/modules/services/serviceAi/subStructureFilling.py @@ -1531,106 +1531,88 @@ class StructureFiller: maxConcurrent = self._getMaxConcurrentGeneration(options) sectionSemaphore = asyncio.Semaphore(maxConcurrent) - # Helper function to calculate overall progress - def calculateOverallProgress(chapterIndex, totalChapters, sectionIndex, totalSections): - """Calculate overall progress: 0.0 to 1.0""" - if totalChapters == 0: - return 1.0 - - # Progress from completed chapters (0 to chapterIndex-1) - completedChaptersProgress = chapterIndex / totalChapters - - # Progress from current chapter (sectionIndex / totalSections) - currentChapterProgress = (sectionIndex / totalSections) / totalChapters if totalSections > 0 else 0 - - return min(1.0, completedChaptersProgress + currentChapterProgress) + # Collect ALL sections from ALL chapters for fully parallel processing + # Each task carries: (docId, chapterId, chapterTitle, sectionIndex, section, docLanguage) + allSectionTasks = [] + totalSections = len(all_sections_list) + completedSections = [0] # Mutable counter for progress tracking - # Process chapters sequentially with chapter-level progress - chapterIndex = 0 for doc in chapterStructure.get("documents", []): docId = doc.get("id", "unknown") - # Get language for this specific document docLanguage = self._getDocumentLanguage(chapterStructure, docId) for chapter in doc.get("chapters", []): - chapterIndex += 1 chapterId = chapter.get("id", "unknown") chapterTitle = chapter.get("title", "Untitled Chapter") sections = chapter.get("sections", []) - totalSections = len(sections) + chapterSectionCount = len(sections) - # Start chapter operation - chapterOperationId = f"{fillOperationId}_chapter_{chapterId}" - self.services.chat.progressLogStart( - chapterOperationId, - "Chapter Generation", - f"Chapter {chapterIndex}/{totalChapters}", - chapterTitle, - parentOperationId=fillOperationId + for sectionIndex, section in enumerate(sections): + allSectionTasks.append({ + "docId": docId, + "chapterId": chapterId, + "chapterTitle": chapterTitle, + "sectionIndex": sectionIndex, + "chapterSectionCount": chapterSectionCount, + "section": section, + "docLanguage": docLanguage + }) + + logger.info(f"Starting FULLY PARALLEL section generation: {totalSections} sections across {totalChapters} chapters") + + # Create task wrapper for each section with progress tracking + async def processSectionWithSemaphore(taskInfo): + checkWorkflowStopped(self.services) + async with sectionSemaphore: + result = await self._processSingleSection( + section=taskInfo["section"], + sectionIndex=taskInfo["sectionIndex"], + totalSections=taskInfo["chapterSectionCount"], + chapterIndex=0, # Not used for sequential logic anymore + totalChapters=totalChapters, + chapterId=taskInfo["chapterId"], + chapterOperationId=f"{fillOperationId}_chapter_{taskInfo['chapterId']}", + fillOperationId=fillOperationId, + contentParts=contentParts, + userPrompt=userPrompt, + all_sections_list=all_sections_list, + language=taskInfo["docLanguage"], + calculateOverallProgress=lambda *args: completedSections[0] / totalSections if totalSections > 0 else 1.0 ) - # Process sections within chapter in parallel with concurrency control - sectionTasks = [] - for sectionIndex, section in enumerate(sections): - # Create task wrapper with semaphore for parallel processing - async def processSectionWithSemaphore(section, sectionIndex, totalSections, chapterIndex, totalChapters, chapterId, chapterOperationId, fillOperationId, contentParts, userPrompt, all_sections_list, docLanguage, calculateOverallProgress): - checkWorkflowStopped(self.services) - async with sectionSemaphore: - return await self._processSingleSection( - section=section, - sectionIndex=sectionIndex, - totalSections=totalSections, - chapterIndex=chapterIndex, - totalChapters=totalChapters, - chapterId=chapterId, - chapterOperationId=chapterOperationId, - fillOperationId=fillOperationId, - contentParts=contentParts, - userPrompt=userPrompt, - all_sections_list=all_sections_list, - language=docLanguage, # Use document-specific language - calculateOverallProgress=calculateOverallProgress - ) - - task = processSectionWithSemaphore( - section, sectionIndex, totalSections, chapterIndex, totalChapters, chapterId, chapterOperationId, fillOperationId, contentParts, userPrompt, all_sections_list, docLanguage, calculateOverallProgress - ) - sectionTasks.append((sectionIndex, section, task)) - - # Execute all section tasks in parallel with concurrency control - if sectionTasks: - # Create list of tasks (without indices for gather) - tasks = [task for _, _, task in sectionTasks] - - # Execute in parallel with error handling - results = await asyncio.gather(*tasks, return_exceptions=True) - - # Process results in order and assign elements to sections - for (originalIndex, originalSection, _), result in zip(sectionTasks, results): - if isinstance(result, Exception): - logger.error(f"Error processing section {originalSection.get('id')}: {str(result)}") - # Set error element - originalSection["elements"] = [{ - "type": "error", - "message": f"Error processing section: {str(result)}", - "sectionId": originalSection.get("id") - }] - else: - # Assign elements to section in correct order - # CRITICAL: Always assign elements, even if empty list - # This ensures sections always have an elements field for validation - originalSection["elements"] = result if result is not None else [] - - # Finish chapter operation after all sections processed - self.services.chat.progressLogFinish(chapterOperationId, True) - - # Update overall progress after chapter completion - overallProgress = chapterIndex / totalChapters if totalChapters > 0 else 1.0 + # Update progress after each section completes + completedSections[0] += 1 + overallProgress = completedSections[0] / totalSections if totalSections > 0 else 1.0 + sectionId = taskInfo["section"].get("id", "unknown") self.services.chat.progressLogUpdate( fillOperationId, overallProgress, - f"Chapter {chapterIndex}/{totalChapters} completed: {chapterTitle}" + f"Section {completedSections[0]}/{totalSections} completed: {sectionId}" ) + + return result + + # Create all tasks + tasks = [processSectionWithSemaphore(taskInfo) for taskInfo in allSectionTasks] + + # Execute ALL sections in parallel with concurrency control + if tasks: + results = await asyncio.gather(*tasks, return_exceptions=True) + + # Assign results back to sections + for taskInfo, result in zip(allSectionTasks, results): + section = taskInfo["section"] + if isinstance(result, Exception): + logger.error(f"Error processing section {section.get('id')}: {str(result)}") + section["elements"] = [{ + "type": "error", + "message": f"Error processing section: {str(result)}", + "sectionId": section.get("id") + }] + else: + section["elements"] = result if result is not None else [] + + logger.info(f"Completed FULLY PARALLEL section generation: {totalSections} sections") return chapterStructure @@ -2224,23 +2206,23 @@ Context showing structure hierarchy with cut point: ``` Overlap Requirement: -To ensure proper merging, your response MUST start by repeating the cut part and the full part before (same level) shown below, then continue with new content. +To ensure proper merging, your response MUST start EXACTLY with the overlap context shown below, then continue with new content. -Overlap context (cut part and full part before at same level): +Overlap context (start your response with this exact text): ```json {overlapContext if overlapContext else "No overlap context available"} ``` TASK: -1. Start your response by repeating the overlap context shown above (cut part and full part before at same level) -2. Complete the incomplete element shown in the context above (marked with CUT POINT) -3. Continue generating the remaining content following the JSON structure template above +1. Start your response EXACTLY with the overlap context shown above (character by character) +2. Continue seamlessly from where the overlap context ends +3. Complete the remaining content following the JSON structure template above 4. Return ONLY valid JSON following the structure template - no overlap/continuation wrapper objects CRITICAL: -- Your response must be valid JSON matching the structure template above -- Start with overlap context (cut part and full part before at same level) then continue seamlessly -- Complete the incomplete element and continue with remaining elements""" +- Your response MUST begin with the exact overlap context text (this enables automatic merging) +- Continue seamlessly after the overlap context with new content +- Your response must be valid JSON matching the structure template above""" return continuationPrompt def _extractAndMergeMultipleJsonBlocks(self, responseText: str, contentType: str, sectionId: str) -> List[Dict[str, Any]]: diff --git a/modules/services/serviceAi/subStructureGeneration.py b/modules/services/serviceAi/subStructureGeneration.py index 31121edd..2b6aa7a9 100644 --- a/modules/services/serviceAi/subStructureGeneration.py +++ b/modules/services/serviceAi/subStructureGeneration.py @@ -154,23 +154,23 @@ Context showing structure hierarchy with cut point: ``` Overlap Requirement: -To ensure proper merging, your response MUST start by repeating the cut part and the full part before (same level) shown below, then continue with new content. +To ensure proper merging, your response MUST start EXACTLY with the overlap context shown below, then continue with new content. -Overlap context (cut part and full part before at same level): +Overlap context (start your response with this exact text): ```json {overlapContext if overlapContext else "No overlap context available"} ``` TASK: -1. Start your response by repeating the overlap context shown above (cut part and full part before at same level) -2. Complete the incomplete element shown in the context above (marked with CUT POINT) -3. Continue generating the remaining content following the JSON structure template above +1. Start your response EXACTLY with the overlap context shown above (character by character) +2. Continue seamlessly from where the overlap context ends +3. Complete the remaining content following the JSON structure template above 4. Return ONLY valid JSON following the structure template - no overlap/continuation wrapper objects CRITICAL: -- Your response must be valid JSON matching the structure template above -- Start with overlap context (cut part and full part before at same level) then continue seamlessly -- Complete the incomplete element and continue with remaining elements""" +- Your response MUST begin with the exact overlap context text (this enables automatic merging) +- Continue seamlessly after the overlap context with new content +- Your response must be valid JSON matching the structure template above""" return continuationPrompt # Call AI with looping support diff --git a/modules/services/serviceGeneration/paths/codePath.py b/modules/services/serviceGeneration/paths/codePath.py index 4afeed1f..f2470385 100644 --- a/modules/services/serviceGeneration/paths/codePath.py +++ b/modules/services/serviceGeneration/paths/codePath.py @@ -364,23 +364,23 @@ Context showing structure hierarchy with cut point: ``` Overlap Requirement: -To ensure proper merging, your response MUST start by repeating the cut part and the full part before (same level) shown below, then continue with new content. +To ensure proper merging, your response MUST start EXACTLY with the overlap context shown below, then continue with new content. -Overlap context (cut part and full part before at same level): +Overlap context (start your response with this exact text): ```json {overlapContext if overlapContext else "No overlap context available"} ``` TASK: -1. Start your response by repeating the overlap context shown above (cut part and full part before at same level) -2. Complete the incomplete element shown in the context above (marked with CUT POINT) -3. Continue generating the remaining content following the JSON structure template above +1. Start your response EXACTLY with the overlap context shown above (character by character) +2. Continue seamlessly from where the overlap context ends +3. Complete the remaining content following the JSON structure template above 4. Return ONLY valid JSON following the structure template - no overlap/continuation wrapper objects CRITICAL: -- Your response must be valid JSON matching the structure template above -- Start with overlap context (cut part and full part before at same level) then continue seamlessly -- Complete the incomplete element and continue with remaining elements""" +- Your response MUST begin with the exact overlap context text (this enables automatic merging) +- Continue seamlessly after the overlap context with new content +- Your response must be valid JSON matching the structure template above""" return continuationPrompt # Use generic looping system with code_structure use case @@ -811,23 +811,23 @@ Context showing structure hierarchy with cut point: ``` Overlap Requirement: -To ensure proper merging, your response MUST start by repeating the cut part and the full part before (same level) shown below, then continue with new content. +To ensure proper merging, your response MUST start EXACTLY with the overlap context shown below, then continue with new content. -Overlap context (cut part and full part before at same level): +Overlap context (start your response with this exact text): ```json {overlapContext if overlapContext else "No overlap context available"} ``` TASK: -1. Start your response by repeating the overlap context shown above (cut part and full part before at same level) -2. Complete the incomplete element shown in the context above (marked with CUT POINT) -3. Continue generating the remaining content following the JSON structure template above +1. Start your response EXACTLY with the overlap context shown above (character by character) +2. Continue seamlessly from where the overlap context ends +3. Complete the remaining content following the JSON structure template above 4. Return ONLY valid JSON following the structure template - no overlap/continuation wrapper objects CRITICAL: -- Your response must be valid JSON matching the structure template above -- Start with overlap context (cut part and full part before at same level) then continue seamlessly -- Complete the incomplete element and continue with remaining elements""" +- Your response MUST begin with the exact overlap context text (this enables automatic merging) +- Continue seamlessly after the overlap context with new content +- Your response must be valid JSON matching the structure template above""" return continuationPrompt # Use generic looping system with code_content use case