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name: Database Upload description: Upload estimation results to Supabase storage and register with Estimator API. Final phase of the estimation workflow.

Database Upload

This skill uploads final estimation results to Supabase storage and registers them with the Backend Estimator API.

When to Use This Skill

Use this skill when the user asks about:

• Uploading final estimation results to cloud storage
• Uploading comparative study results to cloud storage
• Registering estimation file metadata with the API
• Managing database upload for completed cost estimations or comparative studies

Workflow Overview

This is the final phase in the estimation pipeline:

CopyIngestion → Context Extraction → Aggregation → Database Upload

Purpose: Take aggregation results and:

1. Upload JSON file to Supabase storage
2. Register file metadata with Estimator API
3. Update job status to COMPLETED
4. Return success/failure status

CLI Usage

Basic Upload

Copypython upload_to_database.py \
  --file_to_upload temp_files/temp_project_123/aggregation_ui_xyz.json \
  --project_id project_123 \
  --job_id job_456

Upload with Mode (Estimation)

Copypython upload_to_database.py \
  --file_to_upload aggregation.json \
  --project_id project_123 \
  --job_id job_456 \
  --mode estimation

Upload with Mode (Comparative Study)

Copypython upload_to_database.py \
  --file_to_upload comparative_results.json \
  --project_id project_123 \
  --job_id job_456 \
  --mode comparative_study

Command Options

Copyusage: upload_to_database.py [-h] [--file_to_upload FILE] [--project_id ID] [--job_id ID] [--mode MODE]

options:
  -h, --help                Show help message
  --file_to_upload FILE     Path to aggregation JSON file
  --project_id ID          Project identifier
  --job_id ID              Job identifier for API registration
  --mode MODE              Upload mode: "estimation" or "comparative_study" (optional, defaults to estimation)

Input Format

Expected File:

• Path: temp_files/temp_project_{project_id}/aggregation_ui_uuid.json
• Content: Final aggregation results from aggregation phase
• Format: JSON with projectId, projectName, and pricingLines array

Example:

Copy{
  "projectId": "project_123",
  "projectName": "Sample Project",
  "pricingLines": [
    {
      "id": "1",
      "type": "titre",
      "designation": "I - Site Preparation",
      "totalPrice": 50000.00,
      "indentLevel": 0
    }
  ]
}

Output Format

Storage Location:

• Estimation mode: estimator_files/receipt_drafts_ui/aggregation_ui_uuid.json
• Comparative study mode: estimator_files/comparative_files/results_files/aggregation_ui_uuid.json
• Access: Public URL for API access

API Registration:

Copy{
  "status": "COMPLETED",
  "completed_at": "2025-11-05T14:15:00Z",
  "result_data": {
    "projectId": "project_123",
    "projectName": "Sample Project",
    "pricingLines": [...]
  }
}

Processing Features

1. File Upload

• Uploads to mode-specific bucket:
  • estimation: estimator_files/receipt_drafts_ui/
  • comparative_study: estimator_files/comparative_files/results_files/
• Generates UUID-based filename
• Returns public URL for API access

2. API Registration

• Updates job status to COMPLETED
• Includes completion timestamp
• Stores full result data in job record

3. Error Handling

• Validates file exists before upload
• Verifies Supabase upload success
• Confirms API registration
• Logs all operations

Configuration

Environment Variables

Required in .env file:

Copy# API Configuration
Backend_API_URL=
BACKEND_API_KEY=your_backend_api_key_here

# Supabase Configuration
SUPABASE_URL=https://your-project.supabase.co
SUPABASE_KEY=your_supabase_key_here
SUPABASE_BUCKET=estimo-archi-storage

Storage Structure

Copyestimo-archi-storage/
└── estimator_files/
    ├── receipt_drafts_ui/              # For estimation mode
    │   ├── aggregation_ui_xyz.json
    │   └── aggregation_ui_abc.json
    └── comparative_files/
        └── results_files/              # For comparative_study mode
            ├── aggregation_ui_def.json
            └── aggregation_ui_ghi.json

Example Output

Copy$ python upload_to_database.py --file_to_upload temp_files/temp_project_123/aggregation_ui_xyz.json --project_id project_123 --job_id job_456

2025-11-05 14:15:00 - INFO - Phase 5 - Database Upload: Processing file at temp_files/temp_project_123/aggregation_ui_xyz.json
2025-11-05 14:15:00 - INFO - Uploading aggregation results to Supabase: estimator_files/receipt_drafts_ui/aggregation_ui_xyz.json
2025-11-05 14:15:01 - INFO - Successfully uploaded to: https://storage.supabase.co/v1/object/public/bucket/estimator_files/receipt_drafts_ui/aggregation_ui_xyz.json
2025-11-05 14:15:01 - INFO - Phase 5 complete. Uploaded aggregation results for project 'project_123'

Error Messages

File Not Found

CopyERROR: The specified local file does not exist: temp_files/temp_project_123/missing.json

Upload Failure

CopyERROR: Failed to upload the local file to Supabase

API Registration Failure

CopyERROR: Failed to register the file_to jobs with the Backend API

Dependencies

Copy# Core
import os
import logging
import mimetypes
import uuid
import json
from datetime import datetime, timezone
from pathlib import Path

# Local
from .api_utils.api_client import BackendClient
from .api_utils.supabase_client import SupabaseClient

Validation

The skill validates:

• ✅ Input file exists and is readable
• ✅ Valid JSON format
• ✅ Supabase upload successful
• ✅ API registration successful

Troubleshooting

Environment variables not loaded:

• Ensure .env file exists with required variables

Supabase upload fails:

• Check SUPABASE_KEY and bucket permissions
• Verify SUPABASE_BUCKET name is correct

API registration fails:

• Verify BACKEND_API_KEY is valid
• Check Backend_API_URL endpoint accessibility

Invalid file path:

• Use absolute paths or paths relative to script location
• Ensure file has .json extension

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Version: 2.0 (Simplified) Last Updated: November 2025