Security hardening: CORS lockdown, rate limiting middleware con sliding window e eviction IP stale, security headers (CSP, HSTS, X-Frame-Options), session cookie hardening, filename sanitization upload. i18n completion: internazionalizzati barcode.js e csv-export.js con bridge window.BARCODE_I18N/CSV_I18N, aggiornati .po IT/EN con 27 nuove stringhe. Tablet UX: touch target 44px per dispositivi coarse pointer. Test suite: 101 test totali (76 server + 25 client), copertura completa di tutti i router API, autenticazione, ruoli, CRUD, SPC, file upload, security integration. Infrastruttura SQLite async in-memory con fixtures. Fix critici: MissingGreenlet in recipe_service (selectinload eager), route ordering tasks.py, auth_service bcrypt diretto, Measurement.id Integer per SQLite. Documentazione: API.md (riferimento completo 40+ endpoint), DEPLOYMENT.md (guida produzione con Docker/Nginx/SSL), USER_GUIDE.md (manuale utente per ruolo). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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TieMeasureFlow User Guide
Welcome to TieMeasureFlow - a comprehensive measurement task management system designed for precision measurement workflows with caliper measurements, barcode tracking, and statistical process control.
Table of Contents
- System Overview
- Getting Started
- User Roles
- Maker Workflow
- MeasurementTec Workflow
- Metrologist Workflow
- Admin Workflow
- UI Features
- Keyboard Shortcuts
- Tips & Tricks
System Overview
What is TieMeasureFlow?
TieMeasureFlow is a web-based measurement management system that enables teams to:
- Create measurement recipes - Define measurement procedures with tasks, subtasks, and tolerance specifications
- Execute measurements - Record measurements using USB calipers or manual input with automatic pass/fail determination
- Track traceability - Associate measurements with lot numbers, serial numbers, and operators
- Analyze quality - Generate SPC (Statistical Process Control) charts, capability indices, and quality reports
- Export data - Download measurements as CSV or generate PDF reports with configurable formatting
Key Concepts
| Concept | Description |
|---|---|
| Recipe | Master document that defines a set of measurements to perform |
| Version | Immutable snapshot of a recipe. Editing creates a new version; old measurements stay linked to original |
| Task | Logical group of related subtasks (e.g., "Measure external dimensions") |
| Subtask | Individual measurement point with tolerance limits (UTL/UWL/LWL/LTL) |
| Measurement | Individual recorded value with automatic pass/fail/warning status |
| Lot/Serial | Traceability fields linking measurements to physical parts |
Architecture
TieMeasureFlow
├── Server (FastAPI on port 8000)
│ ├── Authentication & Authorization
│ ├── Recipe versioning & management
│ ├── Measurement storage & analysis
│ └── Statistical calculations
└── Client (Flask on port 5000)
├── Maker: Recipe editor
├── MeasurementTec: Measurement entry
├── Metrologist: SPC dashboard
└── Admin: User management
Getting Started
Login
- Open
http://localhost:5000(or your configured client URL) - Enter username and password
- Click Login
You are now logged in and redirected to your role's dashboard.
Change Language
Click the language selector (top-right) to switch between:
- Italian (Italiano) - Default
- English - Full UI and data labels translated
Language preference is saved to your profile.
Change Theme
Click the theme toggle (sun/moon icon, top-right) to switch between:
- Light Mode - White background, dark text
- Dark Mode - Dark background, light text
Theme preference is saved to your profile.
Profile Settings
- Click your username (top-right)
- Select Profile or Settings
- Update:
- Display name
- Language preference
- Theme preference
- Click Save
User Roles
TieMeasureFlow has four primary roles. Users can have multiple roles simultaneously.
Maker
Purpose: Create and maintain measurement procedures
Permissions:
- Create new recipes
- Edit recipe structure (tasks, subtasks, tolerances)
- Add measurement points and annotations
- Upload images/PDFs for reference
- View recipe history and versions
- Manage recipe access
Access:
- Menu: Maker → Recipe Management
- Can see: All recipes and their versions
Typical Tasks:
- Define new measurement procedures
- Set tolerance limits (UTL/UWL/LWL/LTL)
- Create visual annotations on images
- Document measurement instructions
MeasurementTec
Purpose: Execute measurements in the field/lab
Permissions:
- Select recipes to measure
- Record individual measurements
- Use USB caliper for automated input
- Scan barcodes for lot/serial tracking
- View assigned measurement tasks
- Export measurements to CSV
Access:
- Menu: Measure → Task Execution
- Can see: Published recipes only
Typical Tasks:
- Open a recipe via barcode or search
- Follow task instructions
- Record measurements (manual or USB caliper)
- Scan lot and serial numbers
- Monitor real-time pass/fail status
Metrologist
Purpose: Analyze measurements and generate quality reports
Permissions:
- View all measurements across recipes
- Access SPC statistics and control charts
- View capability indices (Cp, Cpk, Pp, Ppk)
- Generate PDF reports
- Export measurements and charts
- Filter data by recipe, date, operator, lot
Access:
- Menu: Statistics → SPC Dashboard
- Can see: All measurements and statistics
Typical Tasks:
- Monitor process capability
- Generate control charts
- Investigate out-of-control conditions
- Export data for analysis
- Create quality reports
Admin
Purpose: System administration and user management
Permissions:
- Create/edit/delete users
- Assign roles to users
- Regenerate user API keys
- Configure system settings
- Upload company logo
- Manage CSV export settings
Access:
- Menu: Admin → User Management
- Can see: All users and system settings
Typical Tasks:
- Onboard new users
- Reset lost API keys
- Configure locale/format settings
- Upload company branding
- Manage system access
Maker Workflow
Create a New Recipe
- Navigate to Maker → Recipe Management
- Click New Recipe
- Enter details:
- Code: Unique identifier (e.g.,
RECIPE_MOTOR_001) - Name: Human-readable name
- Description: Purpose and context
- Code: Unique identifier (e.g.,
- Click Create Recipe
- Recipe v1 is created and ready for editing
Add Tasks and Subtasks
- Open a recipe
- Click Add Task
- Enter task details:
- Title: e.g., "Measure external dimensions"
- Directive: Step-by-step instructions
- Description: Additional context
- File Type: Select if using images/PDFs
- Click Add Subtask for each measurement point
- For each subtask:
- Marker #: Unique number within task (e.g., 1, 2, 3)
- Description: What is being measured
- Measurement Type:
length,angle,diameter, etc. - Nominal: Target value
- UTL: Upper Tolerance Limit (hard limit)
- UWL: Upper Warning Limit (warning zone)
- LWL: Lower Warning Limit (warning zone)
- LTL: Lower Tolerance Limit (hard limit)
- Unit:
mm,inch,degree, etc.
Tolerance Example:
LTL: 9.5 mm (FAIL below this)
LWL: 9.8 mm (WARNING below this)
Nominal: 10.0 mm
UWL: 10.2 mm (WARNING above this)
UTL: 10.5 mm (FAIL above this)
Add Annotations & Images
- Open a task
- Click Upload Image to add reference photo
- Click Annotate to add visual markers
- In the annotation editor:
- Marker Tool: Click to place numbered points
- Text Tool: Add labels
- Draw Tool: Add circles/lines
- Save annotations
Manage Versions
When you edit a recipe (add/remove tasks, change tolerances), a new version is created automatically. This ensures:
- Measurements remain linked to the version they were recorded against
- You can compare results across versions
- Historical record is preserved
Version Management:
- Open recipe
- Click Versions tab
- View all versions with:
- Version number and date
- Who made changes
- Change notes
- Measurement count
- Click version to view its structure
Warning: If a version has existing measurements, you cannot edit it directly. Create a new version to make changes.
MeasurementTec Workflow
Select a Recipe
Method 1: Search
- Navigate to Measure → Select Recipe
- Type recipe name or code in search box
- Click recipe from results
Method 2: Barcode Scan
- Navigate to Measure → Select Recipe
- Scan recipe barcode
- Recipe loads automatically
Enter Lot & Serial Information
After selecting recipe:
- Lot Number: Scan or type batch identifier
- Serial Number: Scan or type part identifier
- Click Continue
This information is recorded with every measurement for traceability.
Perform Measurements
For each task:
-
Read Instructions - Display shows task directive and reference image
-
Locate Measurement Points - Find marked positions on the part
-
Record Measurement:
Option A: USB Caliper
- Connect USB caliper to tablet/computer
- Place part in caliper
- Press measurement button on caliper
- System automatically records value
- Move to next measurement point
Option B: Manual Entry
- Type measured value in input field
- Value field accepts decimals and negative numbers
- Press Enter or click Next
-
Monitor Pass/Fail Status:
- GREEN/Pass: Value within LWL-UWL
- YELLOW/Warning: Value within LTL-LWL or UWL-UTL
- RED/Fail: Value outside LTL or UTL
-
Submit Measurements - Click Submit when all tasks complete
Keyboard Shortcuts
| Shortcut | Action |
|---|---|
Tab |
Move to next measurement field |
Shift+Tab |
Move to previous field |
Enter |
Submit measurement and move to next |
Esc |
Cancel current task |
Ctrl+Z |
Undo last measurement |
USB Caliper Auto-Detection
TieMeasureFlow automatically detects USB caliper input. To use:
- Connect caliper via USB
- Open measurement form
- Focus on measurement input field
- Press measurement button on caliper
- Value appears in field automatically
Note: System distinguishes caliper input (rapid <30ms intervals, 3+ keystrokes) from human typing (>100ms intervals).
Metrologist Workflow
Access SPC Dashboard
- Navigate to Statistics → SPC Dashboard
- Dashboard loads with recipe list
Select Data to Analyze
- Recipe: Select from dropdown (required)
- Version: Leave blank for all versions, or select specific version
- Subtask: Select specific measurement point, or leave blank for summary
- Date Range: Optional - filter by measurement date
- Operator: Optional - filter by who performed measurement
- Lot/Serial: Optional - filter by part traceability
Click Apply Filters
View Summary Statistics
Card displays:
- Total Measurements: Count
- Pass %: Percentage passing all limits
- Warning %: Percentage in warning zone
- Fail %: Percentage outside limits
Use for quick quality assessment.
Analyze Control Chart
The control chart displays:
- Individual Points: Each measurement value
- Center Line: Mean (average) value
- UCL/LCL: Upper/Lower Control Limits
- Red Markers: Out-of-control points
What to Look For:
- Points outside UCL or LCL → Process out of control
- Trend (6+ consecutive rising/falling) → Process drift
- All points on one side of center → Bias
- Regular oscillation → Calibration problem
Check Process Capability
Capability Indices tell you if the process can consistently meet specifications:
| Index | What It Means | Target |
|---|---|---|
| Cp | Process capability (theoretical) | > 1.33 |
| Cpk | Process capability (actual, accounting for centering) | > 1.33 |
| Pp | Process performance (single sample) | > 1.67 |
| Ppk | Process performance (accounting for centering) | > 1.67 |
Interpretation:
- Cpk > 1.67: Excellent - process is capable
- Cpk 1.33-1.67: Good - process is acceptable
- Cpk < 1.33: Poor - process needs improvement
View Histogram
The histogram shows:
- Bars: Distribution of measured values across bins
- Curve: Theoretical normal distribution overlay
- Limits: Vertical lines for LTL/LWL/UWL/UTL
What to Look For:
- Normal bell curve → Process is well-behaved
- Bimodal (two peaks) → Two different populations mixing
- Skewed distribution → Process bias
- Values outside limits → Specification violations
Generate Reports
SPC Report (PDF)
- Select filters (recipe, subtask, date range)
- Click Export SPC Report
- PDF downloads with:
- Control chart graph
- Histogram with curve
- Capability statistics
- Summary table
Measurements Report (PDF)
- Select filters (optional subtask filter)
- Click Export Measurements Report
- PDF downloads with:
- Complete measurement table
- Pass/fail status
- Lot/serial information
- Operator name and date
CSV Export
- Click Export Data button
- CSV downloads with all filtered measurements
- Columns: ID, subtask, version, operator, value, pass/fail, deviation, lot, serial, date
- Delimiter and decimal format per system settings
Admin Workflow
User Management
Create User
- Navigate to Admin → User Management
- Click Add User
- Enter:
- Username: Login identifier (must be unique)
- Password: Initial password (user can change after login)
- Display Name: Full name for display
- Email: Contact email
- Roles: Check one or more:
- Maker
- MeasurementTec
- Metrologist
- Admin: Check if user manages other users
- Click Create User
- Confirm user was created and notify them to change password
Edit User
- Navigate to Admin → User Management
- Click user row to edit
- Update fields (all optional):
- Display name
- Roles
- Admin status
- Active status
- Click Save
Deactivate User
- Navigate to Admin → User Management
- Click user row
- Click Deactivate User
- Confirm - user is soft-deleted (can be reactivated)
- User's API key is cleared, login no longer works
Reset API Key
If user loses their API key:
- Navigate to Admin → User Management
- Click user row
- Click Regenerate API Key
- New key is generated and displayed
- Provide new key to user (display once only)
System Settings
Configure CSV Export
- Navigate to Admin → Settings
- Update:
- CSV Delimiter:
,(comma) or;(semicolon) - CSV Decimal Separator:
.(period) or,(comma)
- CSV Delimiter:
- Click Save
- All future CSV exports use these settings
Example:
- European format: Delimiter
;, Decimal, - US/UK format: Delimiter
,, Decimal.
Upload Company Logo
- Navigate to Admin → Settings
- Click Upload Logo
- Select image file (JPEG, PNG, GIF, WebP, SVG, max 50 MB)
- Click Upload
- Logo appears in header of all pages
UI Features
Navigation
Top Navigation Bar:
- Logo/company branding (left)
- Main menu: Measure, Maker, Statistics, Admin (center)
- Language selector, Theme toggle, User menu (right)
Breadcrumbs: Show current page hierarchy
Search: Available on list pages to filter by name/code
Responsive Design
- Desktop (1024px+): Full layout with sidebar
- Tablet (768px+): Sidebar collapses to hamburger menu
- Mobile (< 768px): Touch-optimized layout
Data Tables
- Sortable columns: Click header to sort ascending/descending
- Pagination: Navigate between pages
- Filters: Narrow results by multiple criteria
- Export: Download as CSV
Forms
- Auto-save: Some fields auto-save when you leave the field
- Validation: Error messages shown inline
- Tooltips: Hover over
?icons for field help - Progress indicators: Multi-step forms show progress
Modal Dialogs
- Confirmation for destructive actions
- Forms for data entry
- Information displays
- Close with X button or Cancel
Tips & Tricks
Maker Best Practices
- Use Clear Naming: Task and subtask names should describe exactly what is measured
- Document Units: Always specify units (mm, inches, degrees) in subtask description
- Set Realistic Tolerances: Ensure UTL/LTL are achievable with your equipment
- Version Control: Add meaningful change notes when creating new versions
- Use Annotations: Visual markers help operators find exact measurement points
- Test First: Do a test measurement before rollout to ensure tolerances are reasonable
MeasurementTec Best Practices
- Barcode Scanning: Scan lot/serial barcodes rather than typing to avoid errors
- Consistent Operator: Use consistent technique - caliper orientation, pressure, etc.
- Check Zero: Zero your caliper at start of shift
- Monitor Warnings: Watch for warning zone measurements - may indicate drift
- Document Deviations: If you encounter fails, note the cause in observations
- Batch Together: Group measurements from same lot for statistical significance
Metrologist Best Practices
- Regular Reviews: Check control charts daily for out-of-control conditions
- Trend Analysis: Look beyond individual points - watch for sustained trends
- Root Cause: When investigating failures, cross-reference by operator and time
- Baseline: Establish baseline capability when process starts
- Update Limits: Periodically review if specification limits are appropriate
- Archive Reports: Keep dated PDF reports for audit trail
Performance Tips
- Filter Early: Use date range and version filters to speed up statistics queries
- Batch Operations: Enter multiple measurements at once rather than one-by-one
- Cache Data: Browser caches filter selections - reuse recent filters
- Offline Mode: Some tablet deployments support offline measurement entry, synced later
- Export Over Display: For large datasets (>1000 measurements), export to CSV and analyze in Excel
Troubleshooting
"Recipe not found" when scanning barcode
- Verify barcode matches recipe code
- Check recipe is active (not deactivated)
- Try searching by name instead
USB Caliper not working
- Check USB cable connection
- Try removing and re-inserting caliper
- Check browser console for permission errors
- Use manual entry as backup
Measurements seem wrong
- Verify subtask is correct marker number
- Check caliper zero before starting
- Look for outliers - may indicate operator error
- Export data and check in spreadsheet
Cannot edit recipe
- Recipe may have existing measurements
- Create new version first
- Check if you have Maker role
Export file encoding issues
- If Excel shows garbled characters, check CSV settings
- Try semicolon delimiter with comma decimal separator for European locales
- File is UTF-8 encoded; ensure Excel opens with UTF-8 encoding
Getting Help
Online Resources
- API Documentation:
http://localhost:8000/docs - Project Guide: See
DEPLOYMENT.mdandAPI.md - Database Structure: See schema in Alembic migrations
Contact Support
- System Admin: For user account issues
- Maker Manager: For recipe structure and tolerance questions
- Quality Engineer: For SPC interpretation and reporting
Keyboard & Accessibility
Keyboard Navigation
Tab: Navigate between fieldsShift+Tab: Navigate backwardsEnter: Submit formsEscape: Close modals/cancel operationsAlt+M: Jump to main menuAlt+S: Jump to search
Screen Reader Support
- All UI elements have proper ARIA labels
- Forms announce validation errors
- Tables have accessible headers
- Images have alt text
High Contrast Mode
Enabled automatically for operating systems with high contrast settings
Version History
TieMeasureFlow v0.1.0
Released: February 2025
Features:
- Recipe versioning with copy-on-write
- USB caliper integration
- SPC statistics and control charts
- PDF report generation
- Multi-language support (IT/EN)
- Light/Dark theme