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30
.gitignore
vendored
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.gitignore
vendored
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# Virtual environment
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venv/
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.venv/
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env/
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# Environment variables and secrets
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.env
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.env.*
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!.env.example
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# Python byte-compiled / optimized / DLL files and caches
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__pycache__/
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*.pyc
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*.pyo
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*.pyd
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.pytest_cache/
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.mypy_cache/
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# Office temporary files (created automatically when opening Excel files)
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~$*.xlsx
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~$*.xls
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# --- Data files ---
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# If your Excel sheet contains dynamic local data that you do not want in git,
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# uncomment the line below. Otherwise, keep it commented to track the spreadsheet.
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# work_times.xlsx
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# OS-specific files
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.DS_Store
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Thumbs.db
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70
README.md
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README.md
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# TimeRecording Sync & Balance Tracker
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Automates the extraction, processing, and formatting of work hours from the IDENTsmart TimeRecording API into a local Excel spreadsheet (`work_times.xlsx`). Designed for Verbundstudium (dual-study) contracts.
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## 1. Architecture & Execution Flow
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1. **Authentication:** Spawns headless Playwright (Chromium) to execute Auth0 PKCE login and intercepts the `Bearer` token from network headers. Closes the browser immediately to prevent memory leaks.
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2. **Data Fetching:** Calls API endpoints via `requests` to retrieve JSON payloads for raw physical clock events and official absences.
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3. **Processing:** Maps clock events to academic phases, applying strict contractual targets and dynamic break deductions.
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4. **Excel Generation:** Compiles data natively into `work_times.xlsx` via `openpyxl`, writing cross-platform Excel formulas for local calculation.
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## 2. Installation & Configuration
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**Prerequisites:** Python 3.9+
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```bash
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# 1. Initialize environment & dependencies
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python -m venv venv
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source venv/bin/activate # Windows: venv\Scripts\activate
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pip install openpyxl requests playwright python-dotenv
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# 2. Install Playwright browser binary
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playwright install chromium
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```
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**Environment Variables (`.env`)**
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Create a `.env` file in the project root. All contractual parameters and credentials must reside here.
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```ini
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TR_EMAIL=your_email@domain.com
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TR_PASSWORD=your_secure_password
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TR_START_DATE=2024-10-01
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SEMESTER_TARGET_TOTAL=240.0
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SEMESTER_WEEKS=39.0
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```
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**Execution:** `python sync_hours.py` (overwrites `work_times.xlsx` on run).
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## 3. Domain Logic & Contract Rules
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The script strictly maps all days into two phases. Academic year resets annually on October 1st.
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| Phase | Dates | Daily Target | Absence Handling |
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| :--- | :--- | :--- | :--- |
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| **Fulltime** *(Vorlesungsfreie Zeit)* | Feb 15–Mar 14, Aug 1–Sep 30 | `08:00:00` | Sickness/Vacation overrides target to `00:00:00` (neutralizes deficit). |
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| **Semester** *(Vorlesungszeit)* | All other dates | `00:00:00` | Ignored (target is already zero). |
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**Special Overrides:**
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* **Berufsschule:** If logged during the **Semester** phase, script hardcodes clock-in to `08:00:00` and clock-out to `16:00:00` (8h net) to credit the rolling semester balance.
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## 4. Excel Mathematical Model
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Calculations are pushed as raw formulas so the resulting spreadsheet is fully dynamic.
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* **Gross Time:** `(Out1 - In1) + (Out2 - In2)`. Supports maximum 2 work blocks per day.
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* **Pause (ArbZG Compliance):** Enforces German labor law (30m for $\ge$6h, 45m for $\ge$9h). To prevent double penalization, the script subtracts any *actual unlogged time* (gap between `Out1` and `In2`) from the statutory deduction.
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* **Negative Time Workaround:** Standard Excel cannot display negative times without enabling the legacy 1904 Date System, which breaks cross-platform compatibility. The script uses a `TEXT()` formula evaluation to prefix a `"-"` string if `Worked < Target` (e.g., `"-0:35:00"`).
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* **Overview Formatting:** Excel evaluates time internally as fractions of 1 day. `SEMESTER_TARGET_TOTAL` is divided by `24.0` during Python injection so Excel natively renders it as `240:00:00`.
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## 5. Maintenance & Troubleshooting
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| Component | Location / File | Action |
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| :--- | :--- | :--- |
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| **Contract Hours / Pace** | `.env` | Update `SEMESTER_TARGET_TOTAL` or `SEMESTER_WEEKS`. |
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| **Academic Break Dates** | `Config.__init__` | Update `self.winter_break` and `self.summer_break` tuples. |
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| **Query Range Start** | `.env` | Update `TR_START_DATE`. *Note: Older dates significantly increase API latency.* |
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| **Excel Column Layout** | `ExcelWriter` | Added columns require manual shifting of formula column references (e.g., `G`, `H`). |
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**Known Issues & Fixes:**
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* **Auth Timeouts / Failure:** TimeRecording uses Auth0. If their DOM layout changes, Playwright `.fill()` / `.click()` selectors will time out. Update CSS selectors in `TimeRecordingAPI.authenticate()`.
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* **Zombie Chromium Processes:** If the script is force-killed (`SIGKILL`) before the `try...finally` block closes the browser, invisible Chromium instances may persist. Kill manually via `pkill Chrome` (Unix) or Task Manager (Windows).
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312
sync_hours.py
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sync_hours.py
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import os
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import requests
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import zoneinfo
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from dataclasses import dataclass
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from datetime import datetime, date, timedelta
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from dotenv import load_dotenv
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from openpyxl import Workbook
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from openpyxl.styles import PatternFill, Font, Alignment, Border, Side
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from playwright.sync_api import sync_playwright
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@dataclass
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class WorkDay:
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date_obj: date
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phase: str
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in1: str = ""
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out1: str = ""
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in2: str = ""
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out2: str = ""
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note: str = ""
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is_absence: bool = False
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@property
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def target_time_formula(self) -> str:
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# Zero target hours during semester or on pre-approved absence days.
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if self.phase == "Semester":
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return '=TIME(0,0,0)'
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return '=TIME(0,0,0)' if self.is_absence else '=TIME(8,0,0)'
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class Config:
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def __init__(self):
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load_dotenv()
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self.email = os.environ.get("TR_EMAIL")
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self.password = os.environ.get("TR_PASSWORD")
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if not self.email or not self.password:
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raise ValueError("Missing credentials in environment.")
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# Contractual constants
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self.semester_target_total = float(os.environ.get("SEMESTER_TARGET_TOTAL", "240.0"))
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self.semester_weeks = float(os.environ.get("SEMESTER_WEEKS", "39.0"))
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self.start_date = datetime.strptime(os.environ.get("TR_START_DATE", "2024-10-01"), "%Y-%m-%d").date()
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self.local_tz = zoneinfo.ZoneInfo("Europe/Berlin")
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today = datetime.now().date()
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self.end_date_str = today.strftime("%Y-%m-%d")
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# Academic year logic (resets Oct 1st annually)
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if today.month >= 10:
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self.acad_year_start = date(today.year, 10, 1)
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self.current_term_end = date(today.year + 1, 7, 31)
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else:
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self.acad_year_start = date(today.year - 1, 10, 1)
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self.current_term_end = date(today.year, 7, 31)
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days_left = (self.current_term_end - today).days
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self.remaining_weeks = max(0.0, round(days_left / 7.0, 1))
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# Semester breaks (Vorlesungsfreie Zeit)
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self.winter_break = ((2, 15), (3, 14))
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self.summer_break = ((8, 1), (9, 30))
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class TimeRecordingAPI:
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"""Handles Auth0 PKCE session hijacking and HTTP interactions with Time Recording API."""
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def __init__(self, config: Config):
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self.config = config
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self.token = None
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self.employee_id = None
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self.base_url = "https://api.timerecording.com"
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def authenticate(self):
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with sync_playwright() as p:
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browser = p.chromium.launch(headless=True)
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try:
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context = browser.new_context()
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page = context.new_page()
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# Event listener to extract OAuth Bearer token from network headers
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def capture_token(request):
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if self.base_url in request.url:
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auth = request.headers.get("authorization")
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if auth and auth.startswith("Bearer "):
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self.token = auth
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page.on("request", capture_token)
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page.goto("https://app.timerecording.com/de/main/dashboard")
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page.fill('input[name="username"], input[type="email"]', self.config.email)
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page.fill('input[name="password"], input[type="password"]', self.config.password)
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page.click('button[type="submit"], button[name="action"]')
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# Block until login request is executed
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try:
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with page.expect_request(lambda r: f"{self.base_url}/employees/me" in r.url, timeout=10000):
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pass
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except Exception:
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pass
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if not self.token:
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raise RuntimeError("Authentication failed: Could not capture Bearer token.")
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resp = context.request.get(f"{self.base_url}/employees/me", headers={"Authorization": self.token})
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if not resp.ok:
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raise RuntimeError(f"Failed to fetch employee ID. HTTP {resp.status}")
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self.employee_id = resp.json().get("id")
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finally:
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browser.close()
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def fetch_data(self) -> tuple[dict, list]:
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headers = {"authorization": self.token, "referer": "https://app.timerecording.com/"}
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r_url = f"{self.base_url}/employees/{self.employee_id}/record-buckets/{self.config.start_date}/{self.config.end_date_str}"
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a_url = f"{self.base_url}/employees/{self.employee_id}/absences/{self.config.start_date}/{self.config.end_date_str}"
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r_resp = requests.get(r_url, headers=headers)
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a_resp = requests.get(a_url, headers=headers)
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r_resp.raise_for_status()
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a_resp.raise_for_status()
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return r_resp.json(), a_resp.json()
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class TimesheetProcessor:
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"""Merges physical clock events and official absences into chronologically mapped workdays."""
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def __init__(self, config: Config):
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self.config = config
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def get_phase(self, d: date) -> str:
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w_start, w_end = date(d.year, *self.config.winter_break[0]), date(d.year, *self.config.winter_break[1])
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s_start, s_end = date(d.year, *self.config.summer_break[0]), date(d.year, *self.config.summer_break[1])
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if (w_start <= d <= w_end) or (s_start <= d <= s_end):
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return "Fulltime"
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return "Semester"
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def process(self, records_data: dict, absences_data: list) -> list[WorkDay]:
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days_map = {}
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# 1. Parse official absences (sick leave, public holidays, vocational school)
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for item in absences_data:
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name = item.get("absenceType", {}).get("name", item.get("name", "Absence"))
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start_d = datetime.strptime(item["start"], "%Y-%m-%d").date()
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end_d = datetime.strptime(item["end"], "%Y-%m-%d").date()
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curr = start_d
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while curr <= end_d:
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if curr >= self.config.start_date:
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phase = self.get_phase(curr)
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d_str = curr.strftime("%Y-%m-%d")
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# Hardcode vocational school times (Berufsschule) to match local regional guidelines
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if name == "Berufsschule" and phase == "Semester":
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days_map[d_str] = WorkDay(curr, phase, in1="08:00:00", out1="16:00:00", note="Berufsschule")
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elif phase == "Fulltime" and name != "Berufsschule":
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days_map[d_str] = WorkDay(curr, phase, note=name, is_absence=True)
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curr += timedelta(days=1)
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# 2. Parse physical clock-in/out stamps
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for d_str, records in records_data.items():
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curr_date = datetime.strptime(d_str, "%Y-%m-%d").date()
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if curr_date < self.config.start_date:
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continue
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if d_str not in days_map:
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days_map[d_str] = WorkDay(curr_date, self.get_phase(curr_date))
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# Skip merging logged times if day is overwritten by vocational school
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if days_map[d_str].note == "Berufsschule":
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continue
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records.sort(key=lambda x: x['time'])
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ins = [r for r in records if r['type'] == 'work_start']
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outs = [r for r in records if r['type'] == 'work_stop']
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def format_time(record):
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dt = datetime.fromisoformat(record['time'].replace('Z', '+00:00')).astimezone(self.config.local_tz)
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return dt.strftime('%H:%M:%S')
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# Map up to 2 shifts per calendar day
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if len(ins) > 0: days_map[d_str].in1 = format_time(ins[0])
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if len(outs) > 0: days_map[d_str].out1 = format_time(outs[0])
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if len(ins) > 1: days_map[d_str].in2 = format_time(ins[1])
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if len(outs) > 1: days_map[d_str].out2 = format_time(outs[1])
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return [days_map[k] for k in sorted(days_map.keys())]
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class ExcelWriter:
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"""Generates styled worksheet with dynamic formulas for balances and German break laws."""
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def __init__(self, config: Config):
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self.config = config
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self.wb = Workbook()
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def save(self, workdays: list[WorkDay], filename="work_times.xlsx"):
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ws = self.wb.active
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ws.title = "Work Hours"
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headers = ["Date", "Phase", "In1", "Out1", "In2", "Out2", "Gross Time",
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"Pause", "Net Time", "Target Time", "Semester Balance",
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"Fulltime Balance", "Notes"]
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ws.append(headers)
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thin_border = Border(left=Side(style='thin', color='D9D9D9'), right=Side(style='thin', color='D9D9D9'),
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top=Side(style='thin', color='D9D9D9'), bottom=Side(style='thin', color='D9D9D9'))
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styles = {
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"Semester": {"fill": PatternFill("solid", fgColor="E2EFDA"), "font": Font(name="Calibri", size=11, color="375623")},
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"Fulltime": {"fill": PatternFill("solid", fgColor="FFF2CC"), "font": Font(name="Calibri", size=11, color="7F6000")}
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}
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for i, wd in enumerate(workdays, start=2):
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gross_f = f"=(IF(D{i}>C{i},D{i}-C{i},0))+(IF(F{i}>E{i},F{i}-E{i},0))"
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# German statutory breaks (ArbZG): 30m after 6h total, 45m after 9h. Deduct manual gap if exists.
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pause_f = (f'=MAX(0, IF(M{i}="Berufsschule", TIME(0,0,0), IF(G{i}>=TIME(9,0,0), TIME(0,45,0), '
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f'IF(G{i}>=TIME(6,0,0), TIME(0,30,0), TIME(0,0,0)))) - IF(AND(E{i}>0, D{i}>0), E{i}-D{i}, TIME(0,0,0)))')
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net_f = f"=IF(G{i}>0, G{i}-H{i}, 0)"
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sem_bal_f = f'=SUMIF($B$2:B{i}, "Semester", $I$2:I{i})'
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# Workaround for Excel's 1900 date system which errors out on negative times
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val_expr = f'ROUND(SUMIF($B$2:B{i}, "Fulltime", $I$2:I{i}) - SUMIF($B$2:B{i}, "Fulltime", $J$2:J{i}), 10)'
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full_bal_f = f'=IF({val_expr}<0, "-" & TEXT(ABS({val_expr}), "[h]:mm:ss"), TEXT({val_expr}, "[h]:mm:ss"))'
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row_data = [wd.date_obj, wd.phase, wd.in1 or None, wd.out1 or None, wd.in2 or None, wd.out2 or None,
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gross_f, pause_f, net_f, wd.target_time_formula, sem_bal_f, full_bal_f, wd.note or None]
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for col_idx, value in enumerate(row_data, start=1):
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c = ws.cell(row=i, column=col_idx, value=value)
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c.border = thin_border
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c.alignment = Alignment(horizontal='left' if col_idx == 13 else 'center', vertical='center')
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ws.cell(row=i, column=1).number_format = 'yyyy-mm-dd'
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for col in range(3, 12):
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ws.cell(row=i, column=col).number_format = '[h]:mm:ss'
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ws.cell(row=i, column=12).number_format = '@'
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p_cell = ws.cell(row=i, column=2)
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p_cell.fill, p_cell.font = styles[wd.phase]["fill"], styles[wd.phase]["font"]
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# Style headers
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for col_idx in range(1, 14):
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c = ws.cell(row=1, column=col_idx)
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c.fill = PatternFill("solid", fgColor="1F497D")
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c.font = Font(name="Calibri", size=11, color="FFFFFF", bold=True)
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c.alignment, c.border = Alignment(horizontal='center', vertical='center'), thin_border
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col_widths = {"A": 14, "B": 14, "C": 11, "D": 11, "E": 11, "F": 11, "G": 14, "H": 11, "I": 12, "J": 14, "K": 18, "L": 18, "M": 20}
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for col_letter, width in col_widths.items():
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ws.column_dimensions[col_letter].width = width
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# Overview Sheet Calculations
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ov = self.wb.create_sheet(title="Overview")
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last_r = max(2, len(workdays) + 1)
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ov.merge_cells("A1:B1")
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ov["A1"] = "Semester Target & Pace"
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ov["A1"].fill = PatternFill("solid", fgColor="1F497D")
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ov["A1"].font = Font(name="Calibri", size=11, color="FFFFFF", bold=True)
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ov["A1"].alignment = Alignment(horizontal='center')
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wks = self.config.semester_weeks
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ay_start = self.config.acad_year_start
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metrics = [
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("Target Hours (Total)", self.config.semester_target_total / 24.0, '[h]:mm:ss'),
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("Worked Hours", f'=SUMIFS(\'Work Hours\'!I2:I{last_r}, \'Work Hours\'!B2:B{last_r}, "Semester", \'Work Hours\'!A2:A{last_r}, ">="&DATE({ay_start.year},{ay_start.month},{ay_start.day}))', '[h]:mm:ss'),
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("Remaining Hours", "=B2-B3", '[h]:mm:ss'),
|
||||
("Remaining Weeks", self.config.remaining_weeks, '0.0'),
|
||||
("Required Pace / Wk", "=IF(B5>0, B4/B5, 0)", '[h]:mm:ss'),
|
||||
("Current Deficit", f'=IF(B5>0, ((({wks}-B5)*(B2/{wks})) - B3), 0)', '[h]:mm:ss')
|
||||
]
|
||||
|
||||
for idx, (label, val, fmt) in enumerate(metrics, start=2):
|
||||
ov[f"A{idx}"] = label
|
||||
ov[f"B{idx}"] = val
|
||||
ov[f"A{idx}"].font = Font(name="Calibri", size=10, bold=True)
|
||||
ov[f"B{idx}"].font = Font(name="Calibri", size=10)
|
||||
ov[f"B{idx}"].number_format = fmt
|
||||
|
||||
for c in "AB":
|
||||
cell = ov[f"{c}{idx}"]
|
||||
cell.border = thin_border
|
||||
cell.alignment = Alignment(horizontal='left' if c == "A" else 'center')
|
||||
|
||||
ov.column_dimensions["A"].width, ov.column_dimensions["B"].width = 24, 14
|
||||
|
||||
self.wb.save(filename)
|
||||
print(f"Data saved to {filename}")
|
||||
|
||||
def main():
|
||||
try:
|
||||
config = Config()
|
||||
|
||||
api = TimeRecordingAPI(config)
|
||||
api.authenticate()
|
||||
records, absences = api.fetch_data()
|
||||
|
||||
processor = TimesheetProcessor(config)
|
||||
workdays = processor.process(records, absences)
|
||||
|
||||
writer = ExcelWriter(config)
|
||||
writer.save(workdays)
|
||||
|
||||
except Exception as e:
|
||||
print(f"Process failed: {e}")
|
||||
exit(1)
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
BIN
work_times.xlsx
Normal file
BIN
work_times.xlsx
Normal file
Binary file not shown.
Loading…
Reference in a new issue