mirror of
https://github.com/kjanat/livedash-node.git
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- Updated environment configuration to include Postgres database settings. - Enhanced import processing to minimize field copying and rely on AI for analysis. - Implemented detailed AI processing request tracking, including token usage and costs. - Added new models for Question and SessionQuestion to manage user inquiries separately. - Improved session processing scheduler with AI cost reporting functionality. - Created a test script to validate the refactored pipeline and display processing statistics. - Updated Prisma schema and migration files to reflect new database structure and relationships.
130 lines
4.0 KiB
JavaScript
130 lines
4.0 KiB
JavaScript
// Test script for the refactored data processing pipeline
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import { PrismaClient } from '@prisma/client';
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import { processQueuedImports } from './lib/importProcessor.ts';
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import { processAllUnparsedTranscripts } from './lib/transcriptParser.ts';
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import { processUnprocessedSessions, getAIProcessingCosts } from './lib/processingScheduler.ts';
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const prisma = new PrismaClient();
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async function testRefactoredPipeline() {
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console.log('🧪 Testing Refactored Data Processing Pipeline\n');
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// Step 1: Check current state
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console.log('📊 Current Database State:');
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const stats = await getDatabaseStats();
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console.log(stats);
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console.log('');
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// Step 2: Test import processing (minimal fields only)
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console.log('🔄 Testing Import Processing (Phase 1)...');
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await processQueuedImports(5); // Process 5 imports
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console.log('');
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// Step 3: Test transcript parsing
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console.log('📝 Testing Transcript Parsing (Phase 2)...');
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await processAllUnparsedTranscripts();
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console.log('');
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// Step 4: Test AI processing with cost tracking
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console.log('🤖 Testing AI Processing with Cost Tracking (Phase 3)...');
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await processUnprocessedSessions(3, 2); // Process 3 sessions with concurrency 2
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console.log('');
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// Step 5: Show final results
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console.log('📈 Final Results:');
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const finalStats = await getDatabaseStats();
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console.log(finalStats);
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console.log('');
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// Step 6: Show AI processing costs
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console.log('💰 AI Processing Costs:');
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const costs = await getAIProcessingCosts();
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console.log(costs);
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console.log('');
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// Step 7: Show sample processed session
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console.log('🔍 Sample Processed Session:');
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const sampleSession = await getSampleProcessedSession();
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if (sampleSession) {
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console.log(`Session ID: ${sampleSession.id}`);
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console.log(`Language: ${sampleSession.language}`);
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console.log(`Messages Sent: ${sampleSession.messagesSent}`);
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console.log(`Sentiment: ${sampleSession.sentiment}`);
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console.log(`Category: ${sampleSession.category}`);
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console.log(`Escalated: ${sampleSession.escalated}`);
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console.log(`Forwarded HR: ${sampleSession.forwardedHr}`);
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console.log(`Summary: ${sampleSession.summary}`);
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console.log(`Questions: ${sampleSession.sessionQuestions.length} questions`);
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console.log(`AI Requests: ${sampleSession.aiProcessingRequests.length} requests`);
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if (sampleSession.sessionQuestions.length > 0) {
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console.log('Sample Questions:');
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sampleSession.sessionQuestions.slice(0, 3).forEach((sq, i) => {
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console.log(` ${i + 1}. ${sq.question.content}`);
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});
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}
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}
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console.log('');
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console.log('✅ Pipeline test completed!');
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}
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async function getDatabaseStats() {
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const [
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totalSessions,
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sessionsWithImports,
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sessionsWithMessages,
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processedSessions,
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totalMessages,
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totalQuestions,
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totalSessionQuestions,
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totalAIRequests
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] = await Promise.all([
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prisma.session.count(),
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prisma.session.count({ where: { importId: { not: null } } }),
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prisma.session.count({ where: { messages: { some: {} } } }),
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prisma.session.count({ where: { processed: true } }),
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prisma.message.count(),
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prisma.question.count(),
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prisma.sessionQuestion.count(),
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prisma.aIProcessingRequest.count()
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]);
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return {
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totalSessions,
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sessionsWithImports,
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sessionsWithMessages,
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processedSessions,
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unprocessedSessions: sessionsWithMessages - processedSessions,
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totalMessages,
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totalQuestions,
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totalSessionQuestions,
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totalAIRequests
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};
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}
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async function getSampleProcessedSession() {
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return await prisma.session.findFirst({
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where: {
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processed: true,
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messages: { some: {} }
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},
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include: {
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sessionQuestions: {
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include: {
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question: true
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},
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orderBy: { order: 'asc' }
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},
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aiProcessingRequests: {
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orderBy: { requestedAt: 'desc' }
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}
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}
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});
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}
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// Run the test
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testRefactoredPipeline()
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.catch(console.error)
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.finally(() => prisma.$disconnect());
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