# Personal Finance Management System (PFM) > Stack: Python Flask · MySQL · Ubuntu Server · Nginx · Gunicorn · Groq API (free AI) > App URL: https://pfm.ngodanguyen.tech > Code: /home/pfm/web · User: pfm · Gitea: gitea.ngodanguyen.tech --- ## 1. Project Overview Self-hosted personal finance web app. Tracks income, expenses, investments. AI assistant powered by **Groq API** (free tier, fast inference, no local hardware). Receipt OCR via Groq vision model. Bank account sync via Teller API (mTLS) and Schwab Developer API (OAuth 2.0). Bank statement import (CSV, OFX/QFX, PDF). Everything runs on Ubuntu server behind Nginx + Certbot SSL. **Status: All 7 phases complete + all post-MVP features implemented.** --- ## 2. Core Features (Implemented) ### 2.1 Dashboard - Net worth snapshot (assets − liabilities) - Monthly cash flow bar chart (6 months) - Budget utilization per category - Recent transactions feed (last 8) - AI daily insight card (Groq-generated, stored in DB) - **Savings Rate** stat card — net cash flow ÷ income for the selected period; green ≥ 20%, blue > 0%, red negative - **Schwab expiry warning** — banner shown when Schwab refresh token expires within 2 days - USD → VND exchange rate widget — reference only, independent of app currency - Click to expand 30-day history chart - ↻ refresh button (force-fetches fresh rate without page reload) - Source label shown (yfinance / exchangerate-api) - Stale indicator if rate > 1 day old - Period selector: This Month / Last Month / Custom date range - Credit card accounts display "owed" balance (positive Amount Owed) not raw negative ### 2.2 Transactions - Income + Expense entry with Income/Expense tabs - Transfer between accounts - Filter: search, category, account, date range (safe int parsing — no crash on bad params) - Pagination (30/page) - Receipt upload (PNG/JPG/WEBP/GIF/PDF, max 10MB) - **AI Receipt OCR** — drag-drop receipt image → Groq vision extracts amount/date/merchant/category → auto-fills form - Re-extract from already-uploaded receipt (edit mode) - **Inline category change** — Category column is a ` + AJAX; pagination info │ │ ├── investments/index.html # per-account sections; Sync Schwab btn │ │ ├── investments/detail.html # + price history chart (1W/1M/3M/6M/1Y) │ │ ├── settings/audit.html # audit log viewer with event filter │ │ ├── settings/index.html # + 2FA section; audit log nav card │ │ ├── teller/index.html # connect/disconnect only │ │ ├── schwab/ # index.html, map_accounts.html, preview.html │ │ └── ... (other templates unchanged) │ │ │ └── utils/ │ ├── formatters.py │ ├── decorators.py │ ├── audit.py # audit() helper — writes AuditLog rows; swallows DB errors │ └── crypto.py # EncryptedText SQLAlchemy TypeDecorator (Fernet, key=SHA256(SECRET_KEY)) │ ├── scripts/ │ ├── init_db.py │ ├── process_recurring.py │ ├── fetch_fx_rate.py │ ├── fetch_prices.py │ ├── daily_snapshot.py │ ├── daily_ai_insight.py │ ├── add_investment_account.py # adds investments.account_id column │ ├── add_security_columns.py # adds TOTP cols, audit_logs table, widens token cols to TEXT │ └── sync_schwab.py # daily Schwab auto-sync (balance + positions + transactions) │ └── tests/ ``` --- ## 5. Python Dependencies (`requirements.txt`) ``` flask==3.1.0 flask-sqlalchemy==3.1.1 flask-login==0.6.3 flask-migrate==4.1.0 flask-wtf==1.2.2 pymysql==1.1.1 python-dotenv==1.0.1 gunicorn==23.0.0 groq==0.13.1 weasyprint==63.1 openpyxl==3.1.5 Pillow==11.1.0 apscheduler==3.10.4 requests==2.32.3 cryptography==44.0.2 python-dateutil==2.9.0 pdfplumber==0.11.4 # Security flask-limiter==3.5.0 pyotp==2.9.0 qrcode==7.4.2 # Monitoring sentry-sdk[flask]==2.7.0 ``` --- ## 6. AI Integration — Groq API ### Chat + Daily Insights - Model: `llama-3.3-70b-versatile` (default) / `llama-3.1-8b-instant` (fast) - Context: last 90 days transactions, budget status, goals, investments (anonymised) - SSE streaming: `stream_chat()` yields `data: \n\n` - Daily insight: non-streaming, stored in `ai_insights` table, max 400 tokens ### Receipt OCR (Vision) - Model: `meta-llama/llama-4-scout-17b-16e-instruct` - Input: base64-encoded image (JPEG/PNG/GIF/WEBP) - Prompt: structured JSON extraction (amount, date, merchant, category, notes) - Temperature: 0.1 ### Bank Statement PDF Parsing - Text extracted by `pdfplumber` then sent to `llama-3.3-70b-versatile` - Max 30 K chars sent per request - Scanned PDFs rejected with clear error message ### Free Tier Limits | Metric | Limit | |--------|-------| | Requests/day | 14,400 | | Tokens/minute | 500,000 | | Cost | Free | --- ## 7. Teller Bank Sync - mTLS: client cert + key from `TELLER_CERT_PATH` / `TELLER_KEY_PATH` - HTTP Basic Auth: `access_token` as username, empty password - Endpoints: `GET /accounts`, `GET /accounts/:id/balances`, `GET /accounts/:id/transactions` - All API errors logged with status code + full response body - Webhook: HMAC-SHA256 `Teller-Signature` header; 5-minute replay window - **Balance convention**: credit cards use `ledger` (amount owed, stored as negative); bank accounts use `available` - **After transaction sync**: live balance re-fetched from Teller API instead of computing from transactions --- ## 8. Schwab Developer API - OAuth 2.0: `SCHWAB_AUTH_URL` + `SCHWAB_TOKEN_URL` - State parameter sent in auth URL (CSRF protection) - Account identification: `hashValue` from `/trader/v1/accounts/accountNumbers` (NOT raw account number) - Token refresh: access tokens expire 30 min; auto-refreshed via `_ensure_fresh(connection)` - Endpoints: - `GET /trader/v1/accounts/accountNumbers` → `{accountNumber: hashValue}` map - `GET /trader/v1/accounts?fields=positions` → accounts list with balances + positions - `GET /trader/v1/accounts/{hash}?fields=positions` → single account - `GET /trader/v1/accounts/{hash}/transactions?startDate&endDate` → transactions --- ## 9. Bank Statement Import - Route: `/bank-import/` (blueprint `bank_import_bp`) - Parse: `POST /bank-import/parse` (AJAX, multipart with `X-CSRFToken` header) - Import: `POST /bank-import/import` (AJAX, JSON with `X-CSRFToken` header) - Duplicate detection: OFX `import:` in notes; CSV/PDF: date+amount+type+description scoped to account_id --- ## 10. Account Balance Rules | Account type | Balance source | When updated | |---|---|---| | Unlinked (no provider) | `calc_balance()` from transactions | After every txn add/edit/delete; on accounts page load | | Teller-linked | Teller API `available` (bank) or `ledger` (credit card) | After Teller sync; when Refresh button clicked | | Schwab-linked | Schwab API `liquidationValue` | After Schwab sync; when Balance & Positions clicked | **Key rule**: accounts page load calls `calc_balance` ONLY for accounts NOT in `teller_map` or `schwab_map`. Dashboard does NOT call `calc_balance` (reads stored values). --- ## 11. Logging System - Config key: `LOG_FILE_PATH` (default: `/logs/app.log`) - Handler: `RotatingFileHandler` — 10 MB per file, 5 backups - Format: `YYYY-MM-DD HH:MM:SS|LEVEL|module.name|message` - Namespace: `logging.getLogger('app')` at INFO; `propagate=False` - Schwab snapshot sync logs: number of positions returned, per-position symbol/type/qty/mapped-type --- ## 12. UI/UX - **Sidebar**: collapsible (desktop state saved in localStorage), mobile overlay - **Charts**: Chart.js 4.x (CDN) - **Forms**: WTForms + Bootstrap 5.3 - **Icons**: Bootstrap Icons 1.11 - **Fonts**: DM Sans + DM Mono (Google Fonts CDN) - **Color scheme**: `#0f172a` sidebar, `#f1f5f9` body, `#10b981` income, `#ef4444` expense, `#3b82f6` invest - **CSS**: All inline in templates (no build step) - **CSRF meta tag**: `` in `base.html` for JS fetch calls --- ## 13. Authentication & Security - Single-user, Flask-Login, session-based - Hashed password (Werkzeug `generate_password_hash`) - `SESSION_COOKIE_SECURE=True`, `SESSION_COOKIE_HTTPONLY=True`, `SESSION_COOKIE_SAMESITE='Lax'` - **Session idle timeout** — configurable via `SESSION_IDLE_MINUTES` (default 60); enforced in `before_request` hook - **TOTP 2FA** — optional TOTP second factor (pyotp); setup via QR code; verify endpoint rate-limited `10/min; 30/hr`; 5 failed attempts clears pending session and forces re-login - **Rate limiting** — flask-limiter on login (`10/min; 30/hr`), TOTP verify (`10/min; 30/hr`), TOTP setup (`10/min`); storage backend set via `RATELIMIT_STORAGE_URI` (use Redis in production to share limits across Gunicorn workers; defaults to `memory://` per-process if unset) - **At-rest encryption** — Teller and Schwab OAuth tokens encrypted in DB via `EncryptedText` SQLAlchemy TypeDecorator (Fernet symmetric, key = SHA-256(SECRET_KEY)); columns are `TEXT` not `VARCHAR` - **Audit log** — security events written to `audit_logs` table via `app/utils/audit.py`; events: `login_success`, `login_success_2fa`, `login_failed`, `login_failed_2fa`, `totp_enabled`, `totp_disabled`, `password_changed`, `schwab_connected`, `schwab_disconnected` - CSRF protection on all forms (Flask-WTF); meta tag in base.html for AJAX - SQLAlchemy ORM (no raw SQL) - Schwab OAuth state parameter validated on callback (CSRF protection) - `next` redirect params validated to start with `/` (no open redirect) - **Sentry** (optional) — error monitoring; enable via `SENTRY_DSN` env var; `send_default_pii=False` --- ## 14. Scheduled Jobs | Job | Schedule | Script | Notes | |-----|----------|--------|-------| | Process recurring transactions | Daily 6AM | `process_recurring.py` | 90-day catchup cap | | Fetch USD/VND rate | Daily 8AM | `fetch_fx_rate.py` | force_refresh(), yfinance primary | | Fetch investment prices | Mon-Fri 4PM | `fetch_prices.py` | yfinance, all tickers | | Net worth snapshot | 1st of month 00:05 | `daily_snapshot.py` | Saves to net_worth_snapshots | | AI daily insight | Daily 00:01 | `daily_ai_insight.py` | Skips if already done today | | Schwab auto-sync | Daily 7AM | `sync_schwab.py` | Balance + positions + transactions; warns if refresh token expires soon | | DB backup | Daily 2AM | pfm-backup (systemd) | mysqldump → gzip, keep 30 days | --- ## 15. Environment Variables (`.env`) ``` SECRET_KEY=your-secret-key DATABASE_URL=mysql+pymysql://pfm_user:password@localhost/pfm_db GROQ_API_KEY=your-groq-api-key-here GROQ_MODEL=llama-3.3-70b-versatile UPLOAD_FOLDER=/home/pfm/web/uploads MAX_CONTENT_LENGTH=10485760 FLASK_ENV=production FLASK_APP=wsgi:app APP_CURRENCY=USD APP_CURRENCY_SYMBOL=$ APP_TIMEZONE=Asia/Ho_Chi_Minh LOG_FILE_PATH=/home/pfm/web/logs/app.log # Teller TELLER_APP_ID=your-teller-app-id TELLER_ENV=development TELLER_CERT_PATH=/home/pfm/teller/certificate.pem TELLER_KEY_PATH=/home/pfm/teller/private_key.pem TELLER_WEBHOOK_SECRET=your-webhook-secret # Schwab SCHWAB_CLIENT_ID=your-schwab-client-id SCHWAB_CLIENT_SECRET=your-schwab-client-secret SCHWAB_REDIRECT_URI=https://pfm.ngodanguyen.tech/schwab/callback # Security (optional) SENTRY_DSN= # leave blank to disable Sentry SESSION_IDLE_MINUTES=60 # session idle timeout in minutes RATELIMIT_STORAGE_URI=redis://localhost:6379 # use Redis to share rate limits across Gunicorn workers ``` --- ## 16. Blueprints Registered (15 total) | Blueprint | Prefix | Key routes | |-----------|--------|------------| | auth | /auth | login, logout, totp/verify, totp/setup, totp/disable | | dashboard | / | index, api/fx-history, api/fx-refresh | | accounts | /accounts | CRUD, adjust | | categories | /categories | CRUD | | transactions | /transactions | index, new, edit, delete, transfer, ocr, ocr-file, `/set-category` | | budgets | /budgets | index, new, edit, delete, copy | | goals | /goals | index, new, edit, delete, contribute, contributions | | investments | /investments | index, new, detail, edit, delete, add_transaction, refresh-prices, sync-schwab, api/price, api/daychange, api/price-history | | reports | /reports | monthly, quarterly, yearly, tax, export/csv\|excel\|pdf, snapshot | | ai | /ai | index, stream (SSE), history, generate-insight | | settings | /settings | index, profile, password, audit, recurring, import, recalc-balances, upload_receipt, delete_receipt, view_receipt | | teller | /teller | callback, map, index, sync, sync/confirm, sync/all, balance, balance/all, resync, disconnect, webhook | | schwab | /schwab | connect, callback, index, map, sync/``, sync/confirm, resync, snapshot/``, disconnect | | bank_import | /bank-import | index, parse (AJAX), import (AJAX) | | logs | /logs | index, api (AJAX), clear (AJAX), download | --- ## 17. Known Issues / Notes - `wsgi.py` has `sys.path.insert(0, ...)` — required for Gunicorn at `/home/pfm/web/` - FX rate widget: `open.er-api.com` may return stale values; yfinance is the reliable primary - WeasyPrint PDF: requires `libpango*` system libs on server - Bank statement PDF import: scanned/image PDFs have no text layer; must use digital download - Schwab: run `scripts/add_investment_account.py` then `scripts/add_security_columns.py` once after fresh deploy - Schwab: after first connect, run "Balance & Positions" to populate investments; then re-sync if holdings were already added manually - Schwab refresh token: Schwab tokens last ~7 days; `refresh_token_expires_at` is reset on every token exchange (including access-only refreshes); dashboard warns at ≤ 2 days - Teller: `access_token` column is `TEXT` (widened from VARCHAR(128) to fit Fernet-encrypted values); run `scripts/add_security_columns.py` to apply - Teller: development environment only; requires cert/key from Teller Dashboard - Rate limiter: defaults to `memory://` per-process if `RATELIMIT_STORAGE_URI` is not set — effective limit is `stated_limit × num_workers`; set `RATELIMIT_STORAGE_URI=redis://localhost:6379` in production - `EncryptedText` TypeDecorator: key = SHA-256(SECRET_KEY); changing SECRET_KEY invalidates all stored tokens (requires reconnect) - MySQL does not support `NULLS LAST`; use `func.isnull(column)` for null-last ordering --- ## 18. Security Fixes Applied (session log) | Date | Fix | File | |------|-----|------| | 2026-06 | Path traversal in `view_receipt` — added `os.path.basename()` | settings.py | | 2026-06 | `int()` crash on bad filter params in transactions index | transactions.py | | 2026-06 | Teller account mapping validates ID exists in DB | teller.py | | 2026-06 | Recurring catchup capped at 90 days (prevents runaway loops) | recurring_service.py | | 2026-06 | CSV/bank import duplicate check scoped by `account_id` | import_service.py | | 2026-06 | CSRF token added to bank import AJAX parse request | bank_import/index.html | | 2026-06 | Receipt sub-forms moved outside `#txnForm` (nested-form bug) | transactions/form.html | | 2026-06 | Drop zone file input moved outside overlay (blocked account select) | bank_import/index.html | | 2026-06 | Teller balance refresh uses `ledger` for credit cards (not `available`) | teller.py | | 2026-06 | Schwab OAuth `state` param added to auth URL (state mismatch fix) | schwab_service.py | | 2026-06 | Schwab uses `hashValue` (not raw account number) in API paths | schwab.py, schwab_service.py | | 2026-06 | `next` redirect params validated to start with `/` (no open redirect) | teller.py, schwab.py | | 2026-06 | Teller income/expense type corrected (positive = income) | teller_service.py | | 2026-06 | `EncryptedText.process_bind_param` removed silent plaintext fallback — raises on encrypt failure | crypto.py | | 2026-06 | Rate limiter storage moved to `RATELIMIT_STORAGE_URI` config (was hardcoded `memory://` per-worker) | extensions.py, config.py | | 2026-06 | TOTP verify: added hourly rate limit (`30/hr`) + per-session attempt counter (locks out after 5 failures) | auth.py | | 2026-06 | TOTP setup endpoint: added `@limiter.limit('10 per minute')` | auth.py | | 2026-06 | `refresh_token_expires_at` now reset on every token exchange, not only when Schwab rotates the token | schwab_service.py | | 2026-06 | Schwab unknown account type fallback changed back to `'other'` (was incorrectly changed to `'investment'`) | schwab.py | | 2026-06 | `teller_enrollments.access_token` widened VARCHAR(128) → TEXT to fit Fernet-encrypted values | add_security_columns.py | | 2026-06 | New income transaction submitted as expense — `form.transaction_type.data` not set on GET | transactions.py | --- ## 19. To-Do / Roadmap ### High priority - [ ] **Mobile responsiveness pass** — sidebar auto-collapses on mobile; tables scroll horizontally *(base.html mobile CSS improved; further work needed)* - [ ] **Budget alerts** — email/Twilio SMS when category spending hits 80% / 100% ### Medium priority - [ ] **PDF export memory** — stream CSV/Excel exports for users with large transaction history - [ ] **Receipt MIME validation** — validate file magic bytes server-side, not just extension - [ ] **OCR ownership check** — verify re-extracted filename belongs to current user's transaction - [ ] **Bank import progress** — show per-row import progress for large statement files ### Low priority / future - [ ] iOS companion app - [ ] Shared household mode (2 users, row-level isolation) - [ ] Bank statement PDF: table-extraction fallback (pdfplumber tables API) before Groq call - [ ] Dark mode toggle ### Completed (removed from backlog) - [x] **Pagination info** — "Page X of Y" added to transactions, AI history, accounts/payments, audit log - [x] **Schwab IRA account type** — IRA/ROTH_IRA/401K/BROKERAGE types added to ACCOUNT_TYPE_MAP - [x] **Investment price history chart** — 1W/1M/3M/6M/1Y chart on investment detail page - [x] **Schwab auto-sync on schedule** — `scripts/sync_schwab.py` (cron at 7AM daily)