refactor: Update Pydantic schemas by removing redundant `nullable` attributes and add comprehensive test execution documentation.

docs/test.md

@@ -0,0 +1,85 @@
+# Panduan Menjalankan Script Testing di BE LCCA Digital Twin
+
+Proyek ini menggunakan **Pytest** sebagai framework pengujian. Infrastruktur testing terletak di direktori `tests/` dan dikonfigurasi untuk menangani sifat asynchronous dari aplikasi FastAPI serta isolasi database.
+
+---
+
+## **1. Persiapan Lingkungan (Environment Setup)**
+Pastikan Anda berada di root direktori proyek dan environment sudah siap.
+
+### **Opsi A: Menggunakan Virtual Environment (Direkomendasikan)**
+Aktifkan `venv` sebelum menjalankan perintah apapun:
+```bash
+source venv/bin/activate
+```
+
+### **Opsi B: Menggunakan Poetry**
+Jika Anda lebih suka menggunakan Poetry secara langsung tanpa aktivasi manual:
+```bash
+poetry run pytest
+```
+
+---
+
+## **2. Menjalankan Pengujian**
+
+| Tujuan | Perintah |
+| :--- | :--- |
+| **Jalankan Unit Tests** | `pytest tests/unit` |
+| **Jalankan E2E Tests** | `pytest tests/e2e` |
+| **Jalankan semua test** | `pytest` |
+| **Tampilkan statement print** | `pytest -s` |
+| **Berhenti di kegagalan pertama** | `pytest -x` |
+| **Jalankan file spesifik** | `pytest tests/unit/test_example.py` |
+
+> **Catatan**: Verbose output (`-v`) sudah aktif secara default di konfigurasi `pyproject.toml`.
+
+---
+
+## **3. Peringatan Penting (Caution for E2E Tests)**
+
+⚠️ **PENTING**: Saat menjalankan pengujian **End-to-End (E2E)**, pastikan Anda menggunakan **Testing Database**.
+
+*   **JANGAN PERNAH** menjalankan E2E tests menggunakan database **Production** atau **Development**.
+*   Pengujian E2E seringkali melakukan operasi manipulasi data (create, update, delete) dan pembersihan database secara otomatis yang dapat mengakibatkan **kehilangan data permanen**.
+*   Selalu gunakan database terpisah (misalnya PostgreSQL instance khusus testing atau SQLite) yang aman untuk dihapus isinya sewaktu-waktu.
+
+---
+
+## **4. Gambaran Infrastruktur Testing**
+Direktori `tests/` berisi beberapa utility script yang memudahkan proses testing:
+
+*   **`conftest.py`**: Berisi fixture global. Sudah terkonfigurasi dengan:
+    *   `client`: `AsyncClient` untuk simulasi request API ke aplikasi FastAPI Anda.
+    *   `setup_db`: Secara otomatis membuat dan menghapus database test (SQLite in-memory) untuk setiap sesi pengujian.
+*   **`factories.py`**: Menggunakan `factory-boy` untuk menghasilkan mock data untuk model Anda.
+*   **`database.py`**: Mengonfigurasi session database untuk kebutuhan pengujian.
+
+---
+
+## **5. Menulis Test Pertama Anda**
+Agar `pytest` mengenali sebuah file sebagai test, file tersebut harus dinamai dengan format `test_*.py` atau `*_test.py`.
+
+**Contoh (`tests/test_api.py`):**
+```python
+import pytest
+
+@pytest.mark.asyncio
+async def test_api_status(client):
+    """Contoh pengujian menggunakan fixture 'client' dari conftest.py"""
+    response = await client.get("/")
+    assert response.status_code == 200
+```
+
+---
+
+## **6. Tips Troubleshooting**
+*   **Masalah Module Path**: Jika Anda menemui error `ModuleNotFoundError`, jalankan test dengan menambahkan direktori saat ini ke `PYTHONPATH`:
+    ```bash
+    export PYTHONPATH=$PYTHONPATH:.
+    pytest
+    ```
+*   **Menjalankan Test yang Gagal Saja**: Untuk menghemat waktu, jalankan hanya test yang gagal pada sesi sebelumnya:
+    ```bash
+    pytest --lf
+    ```

poetry.lock

@@ -1,4 +1,20 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+
+[[package]]
+name = "aiosqlite"
+version = "0.22.1"
+description = "asyncio bridge to the standard sqlite3 module"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiosqlite-0.22.1-py3-none-any.whl", hash = "sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb"},
+    {file = "aiosqlite-0.22.1.tar.gz", hash = "sha256:043e0bd78d32888c0a9ca90fc788b38796843360c855a7262a532813133a0650"},
+]
+
+[package.extras]
+dev = ["attribution (==1.8.0)", "black (==25.11.0)", "build (>=1.2)", "coverage[toml] (==7.10.7)", "flake8 (==7.3.0)", "flake8-bugbear (==24.12.12)", "flit (==3.12.0)", "mypy (==1.19.0)", "ufmt (==2.8.0)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==8.1.3)", "sphinx-mdinclude (==0.6.2)"]
 
 [[package]]
 name = "annotated-types"
@@ -6,6 +22,7 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -17,6 +34,7 @@ version = "4.8.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
     {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
@@ -30,7 +48,7 @@ typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
 doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -39,6 +57,8 @@ version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -50,6 +70,7 @@ version = "0.30.0"
 description = "An asyncio PostgreSQL driver"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"},
     {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"},
@@ -107,8 +128,21 @@ async-timeout = {version = ">=4.0.3", markers = "python_version < \"3.11.0\""}
 
 [package.extras]
 docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"]
-gssauth = ["gssapi", "sspilib"]
+gssauth = ["gssapi ; platform_system != \"Windows\"", "sspilib ; platform_system == \"Windows\""]
-test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"]
+test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi ; platform_system == \"Linux\"", "k5test ; platform_system == \"Linux\"", "mypy (>=1.8.0,<1.9.0)", "sspilib ; platform_system == \"Windows\"", "uvloop (>=0.15.3) ; platform_system != \"Windows\" and python_version < \"3.14.0\""]
+
+[[package]]
+name = "backports-asyncio-runner"
+version = "1.2.0"
+description = "Backport of asyncio.Runner, a context manager that controls event loop life cycle."
+optional = false
+python-versions = "<3.11,>=3.8"
+groups = ["main"]
+markers = "python_version == \"3.10\""
+files = [
+    {file = "backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = "sha256:0da0a936a8aeb554eccb426dc55af3ba63bcdc69fa1a600b5bb305413a4477b5"},
+    {file = "backports_asyncio_runner-1.2.0.tar.gz", hash = "sha256:a5aa7b2b7d8f8bfcaa2b57313f70792df84e32a2a746f585213373f900b42162"},
+]
 
 [[package]]
 name = "certifi"
@@ -116,6 +150,7 @@ version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
     {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
@@ -127,6 +162,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -228,6 +264,7 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -242,6 +279,8 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main"]
+markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@@ -253,6 +292,7 @@ version = "1.3.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"},
     {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"},
@@ -326,6 +366,7 @@ version = "0.12.1"
 description = "Composable style cycles"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
     {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@@ -341,6 +382,7 @@ version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
     {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
@@ -350,7 +392,7 @@ files = [
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools ; python_version >= \"3.12\"", "tox"]
 
 [[package]]
 name = "dnspython"
@@ -358,6 +400,7 @@ version = "2.7.0"
 description = "DNS toolkit"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"},
     {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"},
@@ -378,6 +421,7 @@ version = "2.2.0"
 description = "A robust email address syntax and deliverability validation library."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"},
     {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"},
@@ -393,6 +437,7 @@ version = "2.0.0"
 description = "An implementation of lxml.xmlfile for the standard library"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "et_xmlfile-2.0.0-py3-none-any.whl", hash = "sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa"},
     {file = "et_xmlfile-2.0.0.tar.gz", hash = "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"},
@@ -404,6 +449,8 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -418,6 +465,7 @@ version = "3.3.1"
 description = "A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "factory_boy-3.3.1-py2.py3-none-any.whl", hash = "sha256:7b1113c49736e1e9995bc2a18f4dbf2c52cf0f841103517010b1d825712ce3ca"},
     {file = "factory_boy-3.3.1.tar.gz", hash = "sha256:8317aa5289cdfc45f9cae570feb07a6177316c82e34d14df3c2e1f22f26abef0"},
@@ -436,6 +484,7 @@ version = "30.10.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "Faker-30.10.0-py3-none-any.whl", hash = "sha256:5f05ee92ddf0e1736d95dca41b2a16ee06d987b736fa4ddecdb047abf2e9024b"},
     {file = "faker-30.10.0.tar.gz", hash = "sha256:c2e627d3becec67f7a45400d3670018b5abb3f0728b7dfaa06c135b7df1ce3fb"},
@@ -451,6 +500,7 @@ version = "0.115.8"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fastapi-0.115.8-py3-none-any.whl", hash = "sha256:753a96dd7e036b34eeef8babdfcfe3f28ff79648f86551eb36bfc1b0bf4a8cbf"},
     {file = "fastapi-0.115.8.tar.gz", hash = "sha256:0ce9111231720190473e222cdf0f07f7206ad7e53ea02beb1d2dc36e2f0741e9"},
@@ -477,6 +527,7 @@ version = "0.0.7"
 description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fastapi_cli-0.0.7-py3-none-any.whl", hash = "sha256:d549368ff584b2804336c61f192d86ddea080c11255f375959627911944804f4"},
     {file = "fastapi_cli-0.0.7.tar.gz", hash = "sha256:02b3b65956f526412515907a0793c9094abd4bfb5457b389f645b0ea6ba3605e"},
@@ -496,6 +547,7 @@ version = "4.56.0"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fonttools-4.56.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:331954d002dbf5e704c7f3756028e21db07097c19722569983ba4d74df014000"},
     {file = "fonttools-4.56.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8d1613abd5af2f93c05867b3a3759a56e8bf97eb79b1da76b2bc10892f96ff16"},
@@ -550,18 +602,18 @@ files = [
 ]
 
 [package.extras]
-all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "pycairo", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0)", "xattr", "zopfli (>=0.1.4)"]
+all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres", "pycairo", "scipy"]
+interpolatable = ["munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\""]
 lxml = ["lxml (>=4.0)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
 repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
-type1 = ["xattr"]
+type1 = ["xattr ; sys_platform == \"darwin\""]
 ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=15.1.0)"]
+unicode = ["unicodedata2 (>=15.1.0) ; python_version <= \"3.12\""]
-woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+woff = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "greenlet"
@@ -569,6 +621,8 @@ version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.14\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -655,6 +709,7 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
@@ -666,6 +721,7 @@ version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
     {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
@@ -687,6 +743,7 @@ version = "0.6.4"
 description = "A collection of framework independent HTTP protocol utils."
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "httptools-0.6.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3c73ce323711a6ffb0d247dcd5a550b8babf0f757e86a52558fe5b86d6fefcc0"},
     {file = "httptools-0.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:345c288418f0944a6fe67be8e6afa9262b18c7626c3ef3c28adc5eabc06a68da"},
@@ -742,6 +799,7 @@ version = "0.27.2"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpx-0.27.2-py3-none-any.whl", hash = "sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0"},
     {file = "httpx-0.27.2.tar.gz", hash = "sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2"},
@@ -755,7 +813,7 @@ idna = "*"
 sniffio = "*"
 
 [package.extras]
-brotli = ["brotli", "brotlicffi"]
+brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
 cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
@@ -767,6 +825,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -781,6 +840,7 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -792,6 +852,7 @@ version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
     {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
@@ -809,6 +870,7 @@ version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
@@ -820,6 +882,7 @@ version = "1.4.8"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"},
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"},
@@ -909,6 +972,7 @@ version = "4.0.1"
 description = "Rate limiting utilities"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "limits-4.0.1-py3-none-any.whl", hash = "sha256:67667e669f570cf7be4e2c2bc52f763b3f93bdf66ea945584360bc1a3f251901"},
     {file = "limits-4.0.1.tar.gz", hash = "sha256:a54f5c058dfc965319ae3ee78faf222294659e371b46d22cd7456761f7e46d5a"},
@@ -920,9 +984,9 @@ packaging = ">=21,<25"
 typing-extensions = "*"
 
 [package.extras]
-all = ["aetcd", "coredis (>=3.4.0,<5)", "emcache (>=0.6.1)", "emcache (>=1)", "etcd3", "motor (>=3,<4)", "pymemcache (>3,<5.0.0)", "pymongo (>4.1,<5)", "redis (>3,!=4.5.2,!=4.5.3,<6.0.0)", "redis (>=4.2.0,!=4.5.2,!=4.5.3)"]
+all = ["aetcd", "coredis (>=3.4.0,<5)", "emcache (>=0.6.1) ; python_version < \"3.11\"", "emcache (>=1) ; python_version >= \"3.11\" and python_version < \"3.13.0\"", "etcd3", "motor (>=3,<4)", "pymemcache (>3,<5.0.0)", "pymongo (>4.1,<5)", "redis (>3,!=4.5.2,!=4.5.3,<6.0.0)", "redis (>=4.2.0,!=4.5.2,!=4.5.3)"]
 async-etcd = ["aetcd"]
-async-memcached = ["emcache (>=0.6.1)", "emcache (>=1)"]
+async-memcached = ["emcache (>=0.6.1) ; python_version < \"3.11\"", "emcache (>=1) ; python_version >= \"3.11\" and python_version < \"3.13.0\""]
 async-mongodb = ["motor (>=3,<4)"]
 async-redis = ["coredis (>=3.4.0,<5)"]
 etcd = ["etcd3"]
@@ -937,6 +1001,7 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -961,6 +1026,7 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -1031,6 +1097,7 @@ version = "3.10.0"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2c5829a5a1dd5a71f0e31e6e8bb449bc0ee9dbfb05ad28fc0c6b55101b3a4be6"},
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a2a43cbefe22d653ab34bb55d42384ed30f611bcbdea1f8d7f431011a2e1c62e"},
@@ -1088,6 +1155,7 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -1099,6 +1167,7 @@ version = "2.2.3"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "numpy-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cbc6472e01952d3d1b2772b720428f8b90e2deea8344e854df22b0618e9cce71"},
     {file = "numpy-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cdfe0c22692a30cd830c0755746473ae66c4a8f2e7bd508b35fb3b6a0813d787"},
@@ -1163,6 +1232,7 @@ version = "1.0.0"
 description = "Simple financial functions"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "numpy-financial-1.0.0.tar.gz", hash = "sha256:f84341bc62b2485d5604a73d5fac7e91975b4b9cd5f4a5a9cf608902ea00cb40"},
     {file = "numpy_financial-1.0.0-py3-none-any.whl", hash = "sha256:bae534b357516f12258862d1f0181d911032d0467f215bfcd1c264b4da579047"},
@@ -1177,6 +1247,7 @@ version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "openpyxl-3.1.5-py2.py3-none-any.whl", hash = "sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"},
     {file = "openpyxl-3.1.5.tar.gz", hash = "sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050"},
@@ -1191,6 +1262,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -1202,6 +1274,7 @@ version = "2.2.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"},
     {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"},
@@ -1288,6 +1361,7 @@ version = "1.0.1"
 description = "A Python package for describing statistical models and for building design matrices."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "patsy-1.0.1-py2.py3-none-any.whl", hash = "sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c"},
     {file = "patsy-1.0.1.tar.gz", hash = "sha256:e786a9391eec818c054e359b737bbce692f051aee4c661f4141cc88fb459c0c4"},
@@ -1305,6 +1379,7 @@ version = "11.1.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "pillow-11.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:e1abe69aca89514737465752b4bcaf8016de61b3be1397a8fc260ba33321b3a8"},
     {file = "pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c640e5a06869c75994624551f45e5506e4256562ead981cce820d5ab39ae2192"},
@@ -1384,7 +1459,7 @@ docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline
 fpx = ["olefile"]
 mic = ["olefile"]
 tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "trove-classifiers (>=2024.10.12)"]
-typing = ["typing-extensions"]
+typing = ["typing-extensions ; python_version < \"3.10\""]
 xmp = ["defusedxml"]
 
 [[package]]
@@ -1393,6 +1468,7 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -1408,6 +1484,7 @@ version = "2.9.10"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "psycopg2-binary-2.9.10.tar.gz", hash = "sha256:4b3df0e6990aa98acda57d983942eff13d824135fe2250e6522edaa782a06de2"},
     {file = "psycopg2_binary-2.9.10-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:0ea8e3d0ae83564f2fc554955d327fa081d065c8ca5cc6d2abb643e2c9c1200f"},
@@ -1456,6 +1533,7 @@ files = [
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:bb89f0a835bcfc1d42ccd5f41f04870c1b936d8507c6df12b7737febc40f0909"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:f0c2d907a1e102526dd2986df638343388b94c33860ff3bbe1384130828714b1"},
     {file = "psycopg2_binary-2.9.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f8157bed2f51db683f31306aa497311b560f2265998122abe1dce6428bd86567"},
+    {file = "psycopg2_binary-2.9.10-cp313-cp313-win_amd64.whl", hash = "sha256:27422aa5f11fbcd9b18da48373eb67081243662f9b46e6fd07c3eb46e4535142"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-macosx_12_0_x86_64.whl", hash = "sha256:eb09aa7f9cecb45027683bb55aebaaf45a0df8bf6de68801a6afdc7947bb09d4"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b73d6d7f0ccdad7bc43e6d34273f70d587ef62f824d7261c4ae9b8b1b6af90e8"},
     {file = "psycopg2_binary-2.9.10-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ce5ab4bf46a211a8e924d307c1b1fcda82368586a19d0a24f8ae166f5c784864"},
@@ -1484,6 +1562,7 @@ version = "2.10.6"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
     {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
@@ -1496,7 +1575,7 @@ typing-extensions = ">=4.12.2"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
 
 [[package]]
 name = "pydantic-core"
@@ -1504,6 +1583,7 @@ version = "2.27.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -1616,6 +1696,7 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
     {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
@@ -1630,6 +1711,7 @@ version = "3.2.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
     {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
@@ -1644,6 +1726,7 @@ version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
     {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
@@ -1660,12 +1743,34 @@ tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-asyncio"
+version = "1.3.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "pytest_asyncio-1.3.0-py3-none-any.whl", hash = "sha256:611e26147c7f77640e6d0a92a38ed17c3e9848063698d5c93d5aa7aa11cebff5"},
+    {file = "pytest_asyncio-1.3.0.tar.gz", hash = "sha256:d7f52f36d231b80ee124cd216ffb19369aa168fc10095013c6b014a34d3ee9e5"},
+]
+
+[package.dependencies]
+backports-asyncio-runner = {version = ">=1.1,<2", markers = "python_version < \"3.11\""}
+pytest = ">=8.2,<10"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -1680,6 +1785,7 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -1694,6 +1800,7 @@ version = "0.0.20"
 description = "A streaming multipart parser for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python_multipart-0.0.20-py3-none-any.whl", hash = "sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104"},
     {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
@@ -1705,6 +1812,7 @@ version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
     {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
@@ -1716,6 +1824,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -1778,6 +1887,7 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -1799,6 +1909,7 @@ version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"},
     {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
@@ -1818,6 +1929,7 @@ version = "0.13.2"
 description = "Rich toolkit for building command-line applications"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "rich_toolkit-0.13.2-py3-none-any.whl", hash = "sha256:f3f6c583e5283298a2f7dbd3c65aca18b7f818ad96174113ab5bec0b0e35ed61"},
     {file = "rich_toolkit-0.13.2.tar.gz", hash = "sha256:fea92557530de7c28f121cbed572ad93d9e0ddc60c3ca643f1b831f2f56b95d3"},
@@ -1834,6 +1946,7 @@ version = "1.6.1"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "scikit_learn-1.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d056391530ccd1e501056160e3c9673b4da4805eb67eb2bdf4e983e1f9c9204e"},
     {file = "scikit_learn-1.6.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:0c8d036eb937dbb568c6242fa598d551d88fb4399c0344d95c001980ec1c7d36"},
@@ -1888,6 +2001,7 @@ version = "1.15.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "scipy-1.15.1-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:c64ded12dcab08afff9e805a67ff4480f5e69993310e093434b10e85dc9d43e1"},
     {file = "scipy-1.15.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:5b190b935e7db569960b48840e5bef71dc513314cc4e79a1b7d14664f57fd4ff"},
@@ -1937,7 +2051,7 @@ numpy = ">=1.23.5,<2.5"
 [package.extras]
 dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
 doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.16.5)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
-test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja ; sys_platform != \"emscripten\"", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "shellingham"
@@ -1945,6 +2059,7 @@ version = "1.5.4"
 description = "Tool to Detect Surrounding Shell"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
     {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
@@ -1956,6 +2071,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -1967,6 +2083,7 @@ version = "0.1.9"
 description = "A rate limiting extension for Starlette and Fastapi"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
 files = [
     {file = "slowapi-0.1.9-py3-none-any.whl", hash = "sha256:cfad116cfb84ad9d763ee155c1e5c5cbf00b0d47399a769b227865f5df576e36"},
     {file = "slowapi-0.1.9.tar.gz", hash = "sha256:639192d0f1ca01b1c6d95bf6c71d794c3a9ee189855337b4821f7f457dddad77"},
@@ -1984,6 +2101,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -1995,6 +2113,7 @@ version = "2.0.37"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da36c3b0e891808a7542c5c89f224520b9a16c7f5e4d6a1156955605e54aef0e"},
     {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e7402ff96e2b073a98ef6d6142796426d705addd27b9d26c3b32dbaa06d7d069"},
@@ -2090,6 +2209,7 @@ version = "0.13.0"
 description = "A library to filter SQLAlchemy queries."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "sqlalchemy-filters-0.13.0.tar.gz", hash = "sha256:40f2daead93c4db2409cf5e5abf67a420179f9e5c1df5c15fa1b474f6533b105"},
     {file = "sqlalchemy_filters-0.13.0-py3-none-any.whl", hash = "sha256:aa4595b90d152eb76fa312a3e03d5d675f0c2e16762751f340f5449468689d9a"},
@@ -2110,6 +2230,7 @@ version = "0.41.2"
 description = "Various utility functions for SQLAlchemy."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "SQLAlchemy-Utils-0.41.2.tar.gz", hash = "sha256:bc599c8c3b3319e53ce6c5c3c471120bd325d0071fb6f38a10e924e3d07b9990"},
     {file = "SQLAlchemy_Utils-0.41.2-py3-none-any.whl", hash = "sha256:85cf3842da2bf060760f955f8467b87983fb2e30f1764fd0e24a48307dc8ec6e"},
@@ -2127,8 +2248,8 @@ intervals = ["intervals (>=0.7.1)"]
 password = ["passlib (>=1.6,<2.0)"]
 pendulum = ["pendulum (>=2.0.5)"]
 phone = ["phonenumbers (>=5.9.2)"]
-test = ["Jinja2 (>=2.3)", "Pygments (>=1.2)", "backports.zoneinfo", "docutils (>=0.10)", "flake8 (>=2.4.0)", "flexmock (>=0.9.7)", "isort (>=4.2.2)", "pg8000 (>=1.12.4)", "psycopg (>=3.1.8)", "psycopg2 (>=2.5.1)", "psycopg2cffi (>=2.8.1)", "pymysql", "pyodbc", "pytest (==7.4.4)", "python-dateutil (>=2.6)", "pytz (>=2014.2)"]
+test = ["Jinja2 (>=2.3)", "Pygments (>=1.2)", "backports.zoneinfo ; python_version < \"3.9\"", "docutils (>=0.10)", "flake8 (>=2.4.0)", "flexmock (>=0.9.7)", "isort (>=4.2.2)", "pg8000 (>=1.12.4)", "psycopg (>=3.1.8)", "psycopg2 (>=2.5.1)", "psycopg2cffi (>=2.8.1)", "pymysql", "pyodbc", "pytest (==7.4.4)", "python-dateutil (>=2.6)", "pytz (>=2014.2)"]
-test-all = ["Babel (>=1.3)", "Jinja2 (>=2.3)", "Pygments (>=1.2)", "arrow (>=0.3.4)", "backports.zoneinfo", "colour (>=0.0.4)", "cryptography (>=0.6)", "docutils (>=0.10)", "flake8 (>=2.4.0)", "flexmock (>=0.9.7)", "furl (>=0.4.1)", "intervals (>=0.7.1)", "isort (>=4.2.2)", "passlib (>=1.6,<2.0)", "pendulum (>=2.0.5)", "pg8000 (>=1.12.4)", "phonenumbers (>=5.9.2)", "psycopg (>=3.1.8)", "psycopg2 (>=2.5.1)", "psycopg2cffi (>=2.8.1)", "pymysql", "pyodbc", "pytest (==7.4.4)", "python-dateutil", "python-dateutil (>=2.6)", "pytz (>=2014.2)"]
+test-all = ["Babel (>=1.3)", "Jinja2 (>=2.3)", "Pygments (>=1.2)", "arrow (>=0.3.4)", "backports.zoneinfo ; python_version < \"3.9\"", "colour (>=0.0.4)", "cryptography (>=0.6)", "docutils (>=0.10)", "flake8 (>=2.4.0)", "flexmock (>=0.9.7)", "furl (>=0.4.1)", "intervals (>=0.7.1)", "isort (>=4.2.2)", "passlib (>=1.6,<2.0)", "pendulum (>=2.0.5)", "pg8000 (>=1.12.4)", "phonenumbers (>=5.9.2)", "psycopg (>=3.1.8)", "psycopg2 (>=2.5.1)", "psycopg2cffi (>=2.8.1)", "pymysql", "pyodbc", "pytest (==7.4.4)", "python-dateutil", "python-dateutil (>=2.6)", "pytz (>=2014.2)"]
 timezone = ["python-dateutil"]
 url = ["furl (>=0.4.1)"]
 
@@ -2138,6 +2259,7 @@ version = "0.45.3"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "starlette-0.45.3-py3-none-any.whl", hash = "sha256:dfb6d332576f136ec740296c7e8bb8c8a7125044e7c6da30744718880cdd059d"},
     {file = "starlette-0.45.3.tar.gz", hash = "sha256:2cbcba2a75806f8a41c722141486f37c28e30a0921c5f6fe4346cb0dcee1302f"},
@@ -2155,6 +2277,7 @@ version = "0.14.4"
 description = "Statistical computations and models for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "statsmodels-0.14.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7a62f1fc9086e4b7ee789a6f66b3c0fc82dd8de1edda1522d30901a0aa45e42b"},
     {file = "statsmodels-0.14.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:46ac7ddefac0c9b7b607eed1d47d11e26fe92a1bc1f4d9af48aeed4e21e87981"},
@@ -2197,7 +2320,7 @@ scipy = ">=1.8,<1.9.2 || >1.9.2"
 
 [package.extras]
 build = ["cython (>=3.0.10)"]
-develop = ["colorama", "cython (>=3.0.10)", "cython (>=3.0.10,<4)", "flake8", "isort", "joblib", "matplotlib (>=3)", "pytest (>=7.3.0,<8)", "pytest-cov", "pytest-randomly", "pytest-xdist", "pywinpty", "setuptools-scm[toml] (>=8.0,<9.0)"]
+develop = ["colorama", "cython (>=3.0.10)", "cython (>=3.0.10,<4)", "flake8", "isort", "joblib", "matplotlib (>=3)", "pytest (>=7.3.0,<8)", "pytest-cov", "pytest-randomly", "pytest-xdist", "pywinpty ; os_name == \"nt\"", "setuptools-scm[toml] (>=8.0,<9.0)"]
 docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
 
 [[package]]
@@ -2206,6 +2329,7 @@ version = "3.5.0"
 description = "threadpoolctl"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
     {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
@@ -2217,6 +2341,8 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version == \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -2258,6 +2384,7 @@ version = "0.15.1"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "typer-0.15.1-py3-none-any.whl", hash = "sha256:7994fb7b8155b64d3402518560648446072864beefd44aa2dc36972a5972e847"},
     {file = "typer-0.15.1.tar.gz", hash = "sha256:a0588c0a7fa68a1978a069818657778f86abe6ff5ea6abf472f940a08bfe4f0a"},
@@ -2275,6 +2402,7 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -2286,6 +2414,7 @@ version = "2025.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
+groups = ["main"]
 files = [
     {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
     {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
@@ -2297,13 +2426,14 @@ version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -2314,6 +2444,7 @@ version = "0.32.1"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "uvicorn-0.32.1-py3-none-any.whl", hash = "sha256:82ad92fd58da0d12af7482ecdb5f2470a04c9c9a53ced65b9bbb4a205377602e"},
     {file = "uvicorn-0.32.1.tar.gz", hash = "sha256:ee9519c246a72b1c084cea8d3b44ed6026e78a4a309cbedae9c37e4cb9fbb175"},
@@ -2327,12 +2458,12 @@ httptools = {version = ">=0.6.3", optional = true, markers = "extra == \"standar
 python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
-uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
+uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
 watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
 
 [package.extras]
-standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+standard = ["colorama (>=0.4) ; sys_platform == \"win32\"", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1) ; sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\"", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
 [[package]]
 name = "uvloop"
@@ -2340,6 +2471,8 @@ version = "0.21.0"
 description = "Fast implementation of asyncio event loop on top of libuv"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
+markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\""
 files = [
     {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f"},
     {file = "uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d"},
@@ -2391,6 +2524,7 @@ version = "1.0.4"
 description = "Simple, modern and high performance file watching and code reload in python."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "watchfiles-1.0.4-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ba5bb3073d9db37c64520681dd2650f8bd40902d991e7b4cfaeece3e32561d08"},
     {file = "watchfiles-1.0.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9f25d0ba0fe2b6d2c921cf587b2bf4c451860086534f40c384329fb96e2044d1"},
@@ -2474,6 +2608,7 @@ version = "14.2"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "websockets-14.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e8179f95323b9ab1c11723e5d91a89403903f7b001828161b480a7810b334885"},
     {file = "websockets-14.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d8c3e2cdb38f31d8bd7d9d28908005f6fa9def3324edb9bf336d7e4266fd397"},
@@ -2552,6 +2687,7 @@ version = "1.17.2"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"},
     {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b5e251054542ae57ac7f3fba5d10bfff615b6c2fb09abeb37d2f1463f841ae22"},
@@ -2635,6 +2771,6 @@ files = [
 ]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "^3.10"
-content-hash = "8d70f1df8b24fbd51e128ed36fbf43c4ccfdcd3b7dbd1f0f718870cab0c4d568"
+content-hash = "a67faa975147cf6652ac87a3767b499a2c0e344cb4d3f7c47d0526e81fe2bbd0"

pyproject.toml

@@ -29,6 +29,12 @@ pandas = "^2.2.3"
 numpy-financial = "^1.0.0"
 numpy = "^2.2.3"
 statsmodels = "^0.14.4"
+pytest-asyncio = "^1.3.0"
+aiosqlite = "^0.22.1"
+
+[tool.pytest.ini_options]
+asyncio_default_fixture_loop_scope = "function"
+addopts = "-v"
 
 
 [build-system]

src/acquisition_cost/schema.py

@@ -7,14 +7,14 @@ from src.models import CommonParams, DefaultBase, Pagination
 
 
 class AcquisitionCostDataBase(DefaultBase):
-    category_no: Optional[str] = Field(None, nullable=True)
+    category_no: Optional[str] = Field(None)
-    name: Optional[str] = Field(None, nullable=True)
+    name: Optional[str] = Field(None)
-    cost_unit_3_n_4: Optional[float] = Field(None, nullable=True)
+    cost_unit_3_n_4: Optional[float] = Field(None)
-    cost_unit_3: Optional[float] = Field(None, nullable=True)
+    cost_unit_3: Optional[float] = Field(None)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 
 class AcquisitionCostDataCreate(AcquisitionCostDataBase):

src/database/core.py

@@ -2,8 +2,8 @@
 from starlette.requests import Request
 from sqlalchemy_utils import get_mapper
 from sqlalchemy.sql.expression import true
-from sqlalchemy.orm import object_session, sessionmaker, Session
+from sqlalchemy.orm import object_session, sessionmaker, Session, declarative_base
-from sqlalchemy.ext.declarative import declarative_base, declared_attr
+from sqlalchemy.ext.declarative import declared_attr
 from sqlalchemy import create_engine, inspect
 from pydantic import BaseModel
 from fastapi import Depends

src/equipment/schema.py

@@ -8,87 +8,87 @@ from src.models import CommonParams, DefaultBase, Pagination
 MAX_PRICE = 1_000_000_000_000_000  # thousands of trillion
 
 class EquipmentBase(DefaultBase):
-    assetnum: Optional[str] = Field(None, nullable=True)
+    assetnum: Optional[str] = Field(None)
-    acquisition_year: Optional[int] = Field(None, nullable=True)
+    acquisition_year: Optional[int] = Field(None)
-    acquisition_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    acquisition_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    capital_cost_record_time: Optional[int] = Field(None, nullable=True)
+    capital_cost_record_time: Optional[int] = Field(None)
-    design_life: Optional[int] = Field(None, nullable=True)
+    design_life: Optional[int] = Field(None)
-    forecasting_start_year: Optional[int] = Field(None, nullable=True)
+    forecasting_start_year: Optional[int] = Field(None)
-    forecasting_target_year: Optional[int] = Field(None, nullable=True)
+    forecasting_target_year: Optional[int] = Field(None)
-    manhours_rate: Optional[float] = Field(None, nullable=True)
+    manhours_rate: Optional[float] = Field(None)
-    harga_saat_ini: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    harga_saat_ini: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_eac_seq: Optional[int] = Field(None, nullable=True)
+    minimum_eac_seq: Optional[int] = Field(None)
-    minimum_eac_year: Optional[int] = Field(None, nullable=True)
+    minimum_eac_year: Optional[int] = Field(None)
-    minimum_eac: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_eac: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_npv: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_npv: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_pmt: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_pmt: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_pmt_aq_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_pmt_aq_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_is_actual: Optional[int] = Field(None, nullable=True)
+    minimum_is_actual: Optional[int] = Field(None)
-    efdh_equivalent_forced_derated_hours: Optional[float] = Field(None, nullable=True)
+    efdh_equivalent_forced_derated_hours: Optional[float] = Field(None)
-    foh_forced_outage_hours: Optional[float] = Field(None, nullable=True)
+    foh_forced_outage_hours: Optional[float] = Field(None)
-    category_no: Optional[str] = Field(None, nullable=True)
+    category_no: Optional[str] = Field(None)
-    proportion: Optional[float] = Field(None, nullable=True)
+    proportion: Optional[float] = Field(None)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 class EquipmentMasterBase(DefaultBase):
-    location_tag: Optional[str] = Field(None, nullable=True)
+    location_tag: Optional[str] = Field(None)
-    assetnum: Optional[str] = Field(None, nullable=True)
+    assetnum: Optional[str] = Field(None)
-    name: Optional[str] = Field(None, nullable=True)
+    name: Optional[str] = Field(None)
 
 class MasterBase(DefaultBase):
-    assetnum: Optional[str] = Field(None, nullable=True)
+    assetnum: Optional[str] = Field(None)
-    tahun: Optional[int] = Field(None, nullable=True)
+    tahun: Optional[int] = Field(None)
-    seq: Optional[int] = Field(None, nullable=True)
+    seq: Optional[int] = Field(None)
-    is_actual: Optional[float] = Field(None, nullable=True)
+    is_actual: Optional[float] = Field(None)
-    raw_cm_interval: Optional[float] = Field(None, nullable=True)
+    raw_cm_interval: Optional[float] = Field(None)
-    raw_cm_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_cm_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    raw_cm_labor_time: Optional[float] = Field(None, nullable=True)
+    raw_cm_labor_time: Optional[float] = Field(None)
-    raw_cm_labor_human: Optional[float] = Field(None, nullable=True)
+    raw_cm_labor_human: Optional[float] = Field(None)
-    raw_pm_interval: Optional[float] = Field(None, nullable=True)
+    raw_pm_interval: Optional[float] = Field(None)
-    raw_pm_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_pm_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    raw_pm_labor_time: Optional[float] = Field(None, nullable=True)
+    raw_pm_labor_time: Optional[float] = Field(None)
-    raw_pm_labor_human: Optional[float] = Field(None, nullable=True)
+    raw_pm_labor_human: Optional[float] = Field(None)
-    raw_predictive_interval: Optional[float] = Field(None, nullable=True)
+    raw_predictive_interval: Optional[float] = Field(None)
-    raw_predictive_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_predictive_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    raw_predictive_labor_time: Optional[float] = Field(None, nullable=True)
+    raw_predictive_labor_time: Optional[float] = Field(None)
-    raw_predictive_labor_human: Optional[float] = Field(None, nullable=True)
+    raw_predictive_labor_human: Optional[float] = Field(None)
-    raw_oh_interval: Optional[float] = Field(None, nullable=True)
+    raw_oh_interval: Optional[float] = Field(None)
-    raw_oh_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_oh_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    raw_oh_labor_time: Optional[float] = Field(None, nullable=True)
+    raw_oh_labor_time: Optional[float] = Field(None)
-    raw_oh_labor_human: Optional[float] = Field(None, nullable=True)
+    raw_oh_labor_human: Optional[float] = Field(None)
-    raw_project_task_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_project_task_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    raw_loss_output_MW: Optional[float] = Field(None, nullable=True)
+    raw_loss_output_MW: Optional[float] = Field(None)
-    raw_loss_output_price: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_loss_output_price: Optional[float] = Field(None, le=MAX_PRICE)
-    raw_operational_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_operational_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    raw_maintenance_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    raw_maintenance_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_cm_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_cm_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_cm_labor_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_cm_labor_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_pm_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_pm_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_pm_labor_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_pm_labor_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_predictive_labor_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_predictive_labor_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_oh_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_oh_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_oh_labor_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_oh_labor_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_project_material_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_project_material_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_lost_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_lost_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_operation_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_operation_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    rc_maintenance_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_maintenance_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    asset_criticality: Optional[float] = Field(None, nullable=True)
+    asset_criticality: Optional[float] = Field(None)
-    rc_total_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    rc_total_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    eac_npv: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    eac_npv: Optional[float] = Field(None, le=MAX_PRICE)
-    eac_annual_mnt_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    eac_annual_mnt_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    eac_annual_acq_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    eac_annual_acq_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    eac_disposal_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    eac_disposal_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    eac_eac: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    eac_eac: Optional[float] = Field(None, le=MAX_PRICE)
-    efdh_equivalent_forced_derated_hours: Optional[float] = Field(None, nullable=True)
+    efdh_equivalent_forced_derated_hours: Optional[float] = Field(None)
-    foh_forced_outage_hours: Optional[float] = Field(None, nullable=True)
+    foh_forced_outage_hours: Optional[float] = Field(None)
-    category_no: Optional[str] = Field(None, nullable=True)
+    category_no: Optional[str] = Field(None)
-    proportion: Optional[float] = Field(None, nullable=True)
+    proportion: Optional[float] = Field(None)
 
 class HistoricalBase(MasterBase):
-    acquisition_year_ref: Optional[str] = Field(None, nullable=True)
+    acquisition_year_ref: Optional[str] = Field(None)
 
 class EquipmentCreate(EquipmentBase):
     pass
@@ -99,54 +99,54 @@ class EquipmentUpdate(EquipmentBase):
 
 class ReplacementBase(DefaultBase):
     """Schema for replacement history (from lcc_ms_equipment_historical_data)."""
-    acquisition_year: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    acquisition_year: Optional[int] = Field(None, ge=1900, le=9999)
-    acquisition_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    acquisition_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    acquisition_year_ref: Optional[str] = Field(None, nullable=True)
+    acquisition_year_ref: Optional[str] = Field(None)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
 
 class EquipmentRead(DefaultBase):
     equipment_master_record: EquipmentMasterBase
     equipment_data: EquipmentBase
     chart_data: List[MasterBase]
-    min_eac_value: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    min_eac_value: Optional[float] = Field(None, le=MAX_PRICE)
-    min_seq: Optional[float] = Field(None, nullable=True)
+    min_seq: Optional[float] = Field(None)
-    min_eac_year: Optional[float] = Field(None, nullable=True)
+    min_eac_year: Optional[float] = Field(None)
-    last_actual_year: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    last_actual_year: Optional[int] = Field(None, ge=1900, le=9999)
-    maximo_data: Optional[List[dict]] = Field(None, nullable=True)
+    maximo_data: Optional[List[dict]] = Field(None)
-    joined_maximo: Optional[List[dict]] = Field(None, nullable=True)
+    joined_maximo: Optional[List[dict]] = Field(None)
-    min_eac_disposal_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    min_eac_disposal_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    historical_data: Optional[List[HistoricalBase]] = Field(None, nullable=True)
+    historical_data: Optional[List[HistoricalBase]] = Field(None)
-    replacement_data: Optional[List[ReplacementBase]] = Field(None, nullable=True)
+    replacement_data: Optional[List[ReplacementBase]] = Field(None)
 
 class EquipmentTop10(EquipmentBase):
     id: UUID
     equipment_master: EquipmentMasterBase
-    forecasting_target_year: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    forecasting_target_year: Optional[int] = Field(None, ge=1900, le=9999)
-    minimum_eac_seq: Optional[int] = Field(None, nullable=True)
+    minimum_eac_seq: Optional[int] = Field(None)
-    minimum_eac_year: Optional[int] = Field(None, nullable=True)
+    minimum_eac_year: Optional[int] = Field(None)
-    minimum_eac: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_eac: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_npv: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_npv: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_pmt: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_pmt: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_pmt_aq_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_pmt_aq_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_is_actual: Optional[int] = Field(None, nullable=True)
+    minimum_is_actual: Optional[int] = Field(None)
-    harga_saat_ini: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    harga_saat_ini: Optional[float] = Field(None, le=MAX_PRICE)
-    remaining_life: Optional[int] = Field(None, nullable=True)
+    remaining_life: Optional[int] = Field(None)
 
 class EquipmentTop10Pagination(Pagination):
     items: List[EquipmentTop10] = []
 
 class EquipmentDataMaster(EquipmentBase):
     id: UUID
-    equipment_master: Optional[EquipmentMasterBase] = Field(None, nullable=True)
+    equipment_master: Optional[EquipmentMasterBase] = Field(None)
-    forecasting_target_year: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    forecasting_target_year: Optional[int] = Field(None, ge=1900, le=9999)
-    minimum_eac_seq: Optional[int] = Field(None, nullable=True, ge=0)
+    minimum_eac_seq: Optional[int] = Field(None, ge=0)
-    minimum_eac_year: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    minimum_eac_year: Optional[int] = Field(None, ge=1900, le=9999)
-    minimum_eac: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_eac: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_npv: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_npv: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_pmt: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_pmt: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_pmt_aq_cost: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    minimum_pmt_aq_cost: Optional[float] = Field(None, le=MAX_PRICE)
-    minimum_is_actual: Optional[int] = Field(None, nullable=True)
+    minimum_is_actual: Optional[int] = Field(None)
-    harga_saat_ini: Optional[float] = Field(None, nullable=True, le=MAX_PRICE)
+    harga_saat_ini: Optional[float] = Field(None, le=MAX_PRICE)
 
 # class EquipmentTop10EconomicLife(DefaultBase):
 #     equipment: EquipmentDataMaster

src/equipment_master/schema.py

@@ -7,10 +7,10 @@ from src.models import CommonParams, DefaultBase, Pagination
 
 
 class EquipmentMasterBase(DefaultBase):
-    parent_id: Optional[UUID] = Field(None, nullable=True)
+    parent_id: Optional[UUID] = Field(None)
-    name: Optional[str] = Field(None, nullable=True)
+    name: Optional[str] = Field(None)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
 
 
 class EquipmentMasterCreate(EquipmentMasterBase):
@@ -18,8 +18,8 @@ class EquipmentMasterCreate(EquipmentMasterBase):
 
 
 class EquipmentTree(DefaultBase):
-    level_no: Optional[int] = Field(None, nullable=True)
+    level_no: Optional[int] = Field(None)
-    name: Optional[str] = Field(None, nullable=True)
+    name: Optional[str] = Field(None)
 
 
 class EquipmentMasterUpdate(EquipmentMasterBase):
@@ -31,12 +31,12 @@ EquipmentMasterReadRef = ForwardRef("EquipmentMasterRead")
 
 class EquipmentMasterRead(EquipmentMasterBase):
     id: UUID
-    equipment_tree_id: Optional[UUID] = Field(None, nullable=True)
+    equipment_tree_id: Optional[UUID] = Field(None)
     equipment_tree: EquipmentTree
-    category_id: Optional[UUID] = Field(None, nullable=True)
+    category_id: Optional[UUID] = Field(None)
-    system_tag: Optional[str] = Field(None, nullable=True)
+    system_tag: Optional[str] = Field(None)
-    assetnum: Optional[str] = Field(None, nullable=True)
+    assetnum: Optional[str] = Field(None)
-    location_tag: Optional[str] = Field(None, nullable=True)
+    location_tag: Optional[str] = Field(None)
     children: List[EquipmentMasterReadRef]  # type: ignore
 
 

src/manpower_cost/schema.py

@@ -7,14 +7,14 @@ from src.models import CommonParams, DefaultBase, Pagination
 
 
 class ManpowerCostBase(DefaultBase):
-    staff_job_level: str = Field(..., nullable=False)
+    staff_job_level: str = Field(...)
-    salary_per_month_idr: float = Field(..., nullable=False)
+    salary_per_month_idr: float = Field(...)
-    salary_per_day_idr: float = Field(..., nullable=False)
+    salary_per_day_idr: float = Field(...)
-    salary_per_hour_idr: float = Field(..., nullable=False)
+    salary_per_hour_idr: float = Field(...)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 
 class ManpowerCostCreate(ManpowerCostBase):

src/manpower_master/schema.py

@@ -7,14 +7,14 @@ from src.models import CommonParams, DefaultBase, Pagination
 
 
 class ManpowerCostBase(DefaultBase):
-    staff_job_level: str = Field(..., nullable=False)
+    staff_job_level: str = Field(...)
-    salary_per_month_idr: float = Field(..., nullable=False)
+    salary_per_month_idr: float = Field(...)
-    salary_per_day_idr: float = Field(..., nullable=False)
+    salary_per_day_idr: float = Field(...)
-    salary_per_hour_idr: float = Field(..., nullable=False)
+    salary_per_hour_idr: float = Field(...)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 
 class ManpowerCostCreate(ManpowerCostBase):

src/masterdata/schema.py

@@ -11,29 +11,29 @@ class MasterdataBase(DefaultBase):
     # discount_rate: Optional[float]
     # inflation_rate: Optional[float]
     # manhours_rate: Optional[float]
-    name: Optional[str] = Field(None, nullable=True)
+    name: Optional[str] = Field(None)
-    description: Optional[str] = Field(None, nullable=True)
+    description: Optional[str] = Field(None)
-    unit_of_measurement: Optional[str] = Field(None, nullable=True)
+    unit_of_measurement: Optional[str] = Field(None)
     value_num: Optional[float] = Field(
-        None, nullable=True, le=1_000_000_000_000_000  # 1 quadrillion
+        None, le=1_000_000_000_000_000  # 1 quadrillion
     )
-    value_str: Optional[str] = Field(None, nullable=True)
+    value_str: Optional[str] = Field(None)
-    seq: Optional[int] = Field(None, nullable=True)
+    seq: Optional[int] = Field(None)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 
 class MasterDataCreate(MasterdataBase):
-    name: str = Field(..., nullable=True)
+    name: str = Field(...)
-    description: str = Field(..., nullable=True)
+    description: str = Field(...)
-    unit_of_measurement: str = Field(..., nullable=True)
+    unit_of_measurement: str = Field(...)
     value_num: float = Field(
-        ..., nullable=True, le=1_000_000_000_000_000  # 1 quadrillion
+        ..., le=1_000_000_000_000_000  # 1 quadrillion
     )
-    value_str: str = Field(None, nullable=True)
+    value_str: str = Field(None)
-    seq: int = Field(None, nullable=True)
+    seq: int = Field(None)
 
 
 class MasterDataUpdate(MasterdataBase):

src/masterdata_simulations/schema.py

@@ -8,19 +8,19 @@ from src.models import CommonParams, DefaultBase, Pagination
 
 
 class MasterDataSimulationBase(MasterdataBase):
-    simulation_id: Optional[UUID] = Field(None, nullable=True)
+    simulation_id: Optional[UUID] = Field(None)
 
 
 class MasterDataSimulationCreate(MasterDataSimulationBase):
-    simulation_id: UUID = Field(..., nullable=False)
+    simulation_id: UUID = Field(...)
-    name: str = Field(..., nullable=True)
+    name: str = Field(...)
-    description: str = Field(..., nullable=True)
+    description: str = Field(...)
-    unit_of_measurement: str = Field(..., nullable=True)
+    unit_of_measurement: str = Field(...)
     value_num: float = Field(
-        ..., nullable=True, le=1_000_000_000_000_000
+        ..., le=1_000_000_000_000_000
     )
-    value_str: str = Field(..., nullable=True)
+    value_str: str = Field(...)
-    seq: int = Field(..., nullable=True)
+    seq: int = Field(...)
 
 
 class MasterDataSimulationUpdate(MasterDataSimulationBase):
@@ -28,7 +28,7 @@ class MasterDataSimulationUpdate(MasterDataSimulationBase):
 
 
 class BulkMasterDataSimulationUpdate(DefaultBase):
-    simulation_id: UUID = Field(..., nullable=False)
+    simulation_id: UUID = Field(...)
     updates: List[dict]
 
 

src/models.py

@@ -2,7 +2,7 @@
 from datetime import datetime
 from typing import Generic, List, Optional, TypeVar
 import uuid
-from pydantic import BaseModel, Field, SecretStr
+from pydantic import BaseModel, Field, SecretStr, ConfigDict
 from sqlalchemy import Column, DateTime, String, func, event
 from sqlalchemy.dialects.postgresql import UUID
 from sqlalchemy.orm import Mapped, mapped_column
@@ -67,19 +67,14 @@ class DefaultMixin(TimeStampMixin, UUIDMixin):
 
 # Pydantic Models
 class DefaultBase(BaseModel):
-    class Config:
+    model_config = ConfigDict(
-        from_attributes = True
+        from_attributes=True,
-        validate_assignment = True
+        validate_assignment=True,
-        arbitrary_types_allowed = True
+        arbitrary_types_allowed=True,
-        str_strip_whitespace = True
+        str_strip_whitespace=True,
-        extra = "forbid"
+        extra="forbid",
-        populate_by_name=True
+        populate_by_name=True,
-
+    )
-        json_encoders = {
-            # custom output conversion for datetime
-            datetime: lambda v: v.strftime("%Y-%m-%dT%H:%M:%S.%fZ") if v else None,
-            SecretStr: lambda v: v.get_secret_value() if v else None,
-        }
 
 
 class Pagination(DefaultBase):

src/plant_fs_transaction_data/schema.py

@@ -9,65 +9,65 @@ from src.models import DefaultBase, Pagination
 
 class PlantFSTransactionDataBase(DefaultBase):
     fs_chart_total_revenue: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_revenue_a: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_revenue_b: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_revenue_c: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_revenue_d: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_revenue_annualized: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_fuel_cost_component_c: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_fuel_cost: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_fuel_cost_annualized: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_oem_component_bd: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_oem_bd_cost: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_oem_periodic_maintenance_cost: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_oem_annualized: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_capex_component_a: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_capex_biaya_investasi_tambahan: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_capex_acquisition_cost: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_chart_capex_annualized: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
     fs_cost_disposal_cost: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
-    tahun: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    tahun: Optional[int] = Field(None, ge=1900, le=9999)
-    seq: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    seq: Optional[int] = Field(None, ge=0, le=9999)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 
 class PlantFSTransactionDataCreate(PlantFSTransactionDataBase):
@@ -97,6 +97,6 @@ class PlantFSTransactionChart(PlantFSTransactionDataBase):
 
 class PlantFSChartData(DefaultBase):
     items: List[PlantFSTransactionChart]
-    bep_year: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    bep_year: Optional[int] = Field(None, ge=0, le=9999)
-    bep_total_lcc: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    bep_total_lcc: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
 

src/plant_masterdata/schema.py

@@ -10,69 +10,69 @@ from src.auth.service import CurrentUser
 MAX_NUMERIC_VALUE = 1_000_000_000_000_000  # thousands of trillion
 
 class PlantMasterdataBase(DefaultBase):
-    discount_rate: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    discount_rate: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    total_project_cost: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    total_project_cost: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    umur_teknis: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    umur_teknis: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    interest_rate: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    interest_rate: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    loan_portion: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    loan_portion: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    equity_portion: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    equity_portion: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    loan: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    loan: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    loan_tenor: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    loan_tenor: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    principal_interest_payment: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    principal_interest_payment: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    corporate_tax_rate: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    corporate_tax_rate: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    wacc_on_project: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    wacc_on_project: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    wacc_on_equity: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    wacc_on_equity: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    equity: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    equity: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    daya_mampu_netto: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    daya_mampu_netto: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    auxiliary: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    auxiliary: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    susut_trafo: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    susut_trafo: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    sfc: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    sfc: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_a: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_a: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_b: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_b: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_c: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_c: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_d: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_d: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    harga_bahan_bakar: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    harga_bahan_bakar: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_project_irr: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_project_irr: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_project_npv: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_project_npv: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_equity_irr: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_equity_irr: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_equity_npv: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_equity_npv: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    calc_roa_all: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_roa_all: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    calc_roa_current: Optional[float] = Field(None, nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_roa_current: Optional[float] = Field(None, ge=0, le=MAX_NUMERIC_VALUE)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 
 class PlantMasterDataCreate(PlantMasterdataBase):
-    discount_rate: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    discount_rate: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    total_project_cost: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    total_project_cost: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    umur_teknis: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    umur_teknis: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    interest_rate: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    interest_rate: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    loan_portion: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    loan_portion: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    equity_portion: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    equity_portion: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    loan: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    loan: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    loan_tenor: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    loan_tenor: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    principal_interest_payment: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    principal_interest_payment: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    corporate_tax_rate: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    corporate_tax_rate: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    wacc_on_project: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    wacc_on_project: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    wacc_on_equity: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    wacc_on_equity: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    equity: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    equity: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    daya_mampu_netto: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    daya_mampu_netto: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    auxiliary: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    auxiliary: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    susut_trafo: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    susut_trafo: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    sfc: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    sfc: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_a: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_a: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_b: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_b: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_c: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_c: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    electricity_price_d: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    electricity_price_d: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    harga_bahan_bakar: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    harga_bahan_bakar: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_project_irr: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_project_irr: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_project_npv: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_project_npv: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_equity_irr: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_equity_irr: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    calc_on_equity_npv: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_on_equity_npv: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    calc_roa_all: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_roa_all: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
-    calc_roa_current: float = Field(..., nullable=True, ge=0, le=MAX_NUMERIC_VALUE)
+    calc_roa_current: float = Field(..., ge=0, le=MAX_NUMERIC_VALUE)
 
 
 class PlantMasterDataUpdate(PlantMasterdataBase):

src/plant_transaction_data/schema.py

@@ -7,83 +7,83 @@ from src.models import DefaultBase, Pagination
 
 
 class PlantTransactionDataBase(DefaultBase):
-    tahun: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    tahun: Optional[int] = Field(None, ge=1900, le=9999)
-    is_actual: Optional[int] = Field(None, nullable=True, ge=0, le=1)
+    is_actual: Optional[int] = Field(None, ge=0, le=1)
-    seq: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    seq: Optional[int] = Field(None, ge=0, le=9999)
-    net_capacity_factor: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    net_capacity_factor: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    eaf: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    eaf: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    production_bruto: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    production_bruto: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    production_netto: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    production_netto: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    energy_sales: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    energy_sales: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fuel_consumption: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fuel_consumption: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_b: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_b: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_d: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_d: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_total: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_total: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_replacement: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_replacement: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_pm: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_pm: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_acquisition: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_acquisition: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_pinjaman: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_pinjaman: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_depreciation: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_depreciation: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_total: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_total: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_c_fuel: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_c_fuel: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_c_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_c_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_c_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_c_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_om: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_om: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_pm_nonmi: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_pm_nonmi: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_bd: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_bd: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_total: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_total: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_disposal_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_disposal_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_expense: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_expense: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_cost_eac: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_cost_eac: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_profit_loss: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_profit_loss: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_residual_value: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_residual_value: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_profit_loss: Optional[float] = Field(None, nullable=True)
+    total_profit_loss: Optional[float] = Field(None)
-    total_residual_value: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_residual_value: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    calc_depreciation: Optional[float] = Field(None, nullable=True)
+    calc_depreciation: Optional[float] = Field(None)
-    calc_interest_payment: Optional[float] = Field(None, nullable=True)
+    calc_interest_payment: Optional[float] = Field(None)
-    calc_principal_payment: Optional[float] = Field(None, nullable=True)
+    calc_principal_payment: Optional[float] = Field(None)
-    calc_dept_amount: Optional[float] = Field(None, nullable=True)
+    calc_dept_amount: Optional[float] = Field(None)
-    calc2_ebitda: Optional[float] = Field(None, nullable=True)
+    calc2_ebitda: Optional[float] = Field(None)
-    calc2_earning_before_tax: Optional[float] = Field(None, nullable=True)
+    calc2_earning_before_tax: Optional[float] = Field(None)
-    calc2_tax: Optional[float] = Field(None, nullable=True)
+    calc2_tax: Optional[float] = Field(None)
-    calc2_earning_after_tax: Optional[float] = Field(None, nullable=True)
+    calc2_earning_after_tax: Optional[float] = Field(None)
-    calc2_nopat: Optional[float] = Field(None, nullable=True)
+    calc2_nopat: Optional[float] = Field(None)
-    calc3_interest_after_tax: Optional[float] = Field(None, nullable=True)
+    calc3_interest_after_tax: Optional[float] = Field(None)
-    calc3_free_cash_flow_on_project: Optional[float] = Field(None, nullable=True)
+    calc3_free_cash_flow_on_project: Optional[float] = Field(None)
-    calc3_discounted_fcf_on_project: Optional[float] = Field(None, nullable=True)
+    calc3_discounted_fcf_on_project: Optional[float] = Field(None)
-    calc4_principal_repayment: Optional[float] = Field(None, nullable=True)
+    calc4_principal_repayment: Optional[float] = Field(None)
-    calc4_free_cash_flow_on_equity: Optional[float] = Field(None, nullable=True)
+    calc4_free_cash_flow_on_equity: Optional[float] = Field(None)
-    calc4_discounted_fcf_on_equity: Optional[float] = Field(None, nullable=True)
+    calc4_discounted_fcf_on_equity: Optional[float] = Field(None)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
-    cost_disposal_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_disposal_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_total_revenue: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_total_revenue: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_b: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_b: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_d: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_d: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_fuel_cost_component_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_fuel_cost_component_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_fuel_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_fuel_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_fuel_cost_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_fuel_cost_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_component_bd: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_component_bd: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_bd_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_bd_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_periodic_maintenance_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_periodic_maintenance_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_component_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_component_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_biaya_investasi_tambahan: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_biaya_investasi_tambahan: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_acquisition_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_acquisition_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
 
 
 class PlantTransactionChart(PlantTransactionDataBase):
@@ -93,14 +93,14 @@ class PlantTransactionChart(PlantTransactionDataBase):
 
 class PlantChartData(DefaultBase):
     items: List[PlantTransactionChart]
-    bep_year: Optional[int] = Field(int, nullable=True, ge=0, le=9999)
+    bep_year: Optional[int] = Field(int, ge=0, le=9999)
-    bep_total_lcc: Optional[float] = Field(float, nullable=True, ge=0, le=1_000_000_000_000_000)
+    bep_total_lcc: Optional[float] = Field(float, ge=0, le=1_000_000_000_000_000)
 
 
 class PlantTransactionFSImport(DefaultBase):
     data: List[List[Optional[Any]]]
-    is_actual: Optional[int] = Field(None, nullable=True, ge=0, le=1)
+    is_actual: Optional[int] = Field(None, ge=0, le=1)
-    seq: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    seq: Optional[int] = Field(None, ge=0, le=9999)
 
 
 class PlantTransactionDataCreate(PlantTransactionDataBase):

src/plant_transaction_data_simulations/schema.py

@@ -7,127 +7,127 @@ from src.models import DefaultBase, Pagination
 
 
 class PlantTransactionDataSimulationsBase(DefaultBase):
-    simulation_id: Optional[UUID] = Field(None, nullable=True)
+    simulation_id: Optional[UUID] = Field(None)
-    tahun: Optional[int] = Field(None, nullable=True, ge=1900, le=9999)
+    tahun: Optional[int] = Field(None, ge=1900, le=9999)
-    is_actual: Optional[int] = Field(None, nullable=True, ge=0, le=1)
+    is_actual: Optional[int] = Field(None, ge=0, le=1)
-    seq: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    seq: Optional[int] = Field(None, ge=0, le=9999)
-    net_capacity_factor: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    net_capacity_factor: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    eaf: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    eaf: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    production_bruto: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    production_bruto: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    production_netto: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    production_netto: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    energy_sales: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    energy_sales: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fuel_consumption: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fuel_consumption: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_b: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_b: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_d: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_d: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_total: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_total: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    revenue_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    revenue_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_replacement: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_replacement: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_pm: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_pm: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_acquisition: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_acquisition: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_pinjaman: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_pinjaman: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_depreciation: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_depreciation: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_total: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_total: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_a_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_a_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_c_fuel: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_c_fuel: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_c_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_c_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_c_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_c_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_om: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_om: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_pm_nonmi: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_pm_nonmi: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_bd: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_bd: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_total: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_total: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_pv: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_pv: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_bd_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_bd_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_disposal_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_disposal_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_expense: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_expense: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_cost_eac: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_cost_eac: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_profit_loss: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_profit_loss: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_residual_value: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_residual_value: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_profit_loss: Optional[float] = Field(None, nullable=True)
+    total_profit_loss: Optional[float] = Field(None)
-    total_residual_value: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_residual_value: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    calc_depreciation: Optional[float] = Field(None, nullable=True)
+    calc_depreciation: Optional[float] = Field(None)
-    calc_interest_payment: Optional[float] = Field(None, nullable=True)
+    calc_interest_payment: Optional[float] = Field(None)
-    calc_principal_payment: Optional[float] = Field(None, nullable=True)
+    calc_principal_payment: Optional[float] = Field(None)
-    calc_dept_amount: Optional[float] = Field(None, nullable=True)
+    calc_dept_amount: Optional[float] = Field(None)
-    calc2_ebitda: Optional[float] = Field(None, nullable=True)
+    calc2_ebitda: Optional[float] = Field(None)
-    calc2_earning_before_tax: Optional[float] = Field(None, nullable=True)
+    calc2_earning_before_tax: Optional[float] = Field(None)
-    calc2_tax: Optional[float] = Field(None, nullable=True)
+    calc2_tax: Optional[float] = Field(None)
-    calc2_earning_after_tax: Optional[float] = Field(None, nullable=True)
+    calc2_earning_after_tax: Optional[float] = Field(None)
-    calc2_nopat: Optional[float] = Field(None, nullable=True)
+    calc2_nopat: Optional[float] = Field(None)
-    calc3_interest_after_tax: Optional[float] = Field(None, nullable=True)
+    calc3_interest_after_tax: Optional[float] = Field(None)
-    calc3_free_cash_flow_on_project: Optional[float] = Field(None, nullable=True)
+    calc3_free_cash_flow_on_project: Optional[float] = Field(None)
-    calc3_discounted_fcf_on_project: Optional[float] = Field(None, nullable=True)
+    calc3_discounted_fcf_on_project: Optional[float] = Field(None)
-    calc4_principal_repayment: Optional[float] = Field(None, nullable=True)
+    calc4_principal_repayment: Optional[float] = Field(None)
-    calc4_free_cash_flow_on_equity: Optional[float] = Field(None, nullable=True)
+    calc4_free_cash_flow_on_equity: Optional[float] = Field(None)
-    calc4_discounted_fcf_on_equity: Optional[float] = Field(None, nullable=True)
+    calc4_discounted_fcf_on_equity: Optional[float] = Field(None)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
-    chart_total_revenue: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_total_revenue: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_b: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_b: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_d: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_d: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_revenue_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_revenue_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_fuel_cost_component_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_fuel_cost_component_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_fuel_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_fuel_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_fuel_cost_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_fuel_cost_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_component_bd: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_component_bd: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_bd_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_bd_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_periodic_maintenance_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_periodic_maintenance_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_oem_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_oem_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_component_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_component_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_biaya_investasi_tambahan: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_biaya_investasi_tambahan: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_acquisition_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_acquisition_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    chart_capex_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    chart_capex_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cost_disposal_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cost_disposal_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_total_revenue: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_total_revenue: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_revenue_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_revenue_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_revenue_b: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_revenue_b: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_revenue_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_revenue_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_revenue_d: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_revenue_d: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_revenue_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_revenue_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_fuel_cost_component_c: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_fuel_cost_component_c: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_fuel_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_fuel_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_fuel_cost_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_fuel_cost_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_oem_component_bd: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_oem_component_bd: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_oem_bd_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_oem_bd_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_oem_periodic_maintenance_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_oem_periodic_maintenance_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_oem_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_oem_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_capex_component_a: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_capex_component_a: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
     fs_chart_capex_biaya_investasi_tambahan: Optional[float] = Field(
-        None, nullable=True, ge=0, le=1_000_000_000_000_000
+        None, ge=0, le=1_000_000_000_000_000
     )
-    fs_chart_capex_acquisition_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_capex_acquisition_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    fs_chart_capex_annualized: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    fs_chart_capex_annualized: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
 
 
 class PlantTransactionChartSimulations(PlantTransactionDataSimulationsBase):
-    tahun: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    tahun: Optional[int] = Field(None, ge=0, le=9999)
-    is_actual: Optional[int] = Field(None, nullable=True, ge=0, le=1)
+    is_actual: Optional[int] = Field(None, ge=0, le=1)
-    seq: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    seq: Optional[int] = Field(None, ge=0, le=9999)
 
 
 
 class PlantChartDataSimulations(DefaultBase):
     items: List[PlantTransactionChartSimulations]
-    bep_year: Optional[int] = Field(int, nullable=True, ge=0, le=9999)
+    bep_year: Optional[int] = Field(int, ge=0, le=9999)
-    bep_total_lcc: Optional[float] = Field(float, nullable=True, ge=0, le=1_000_000_000_000_000)
+    bep_total_lcc: Optional[float] = Field(float, ge=0, le=1_000_000_000_000_000)
 
 
 class PlantTransactionFSImportSimulations(DefaultBase):
     data: List[List[Optional[Any]]]
-    is_actual: Optional[int] = Field(None, nullable=True, ge=0, le=1)
+    is_actual: Optional[int] = Field(None, ge=0, le=1)
-    seq: Optional[int] = Field(None, nullable=True, ge=0, le=9999)
+    seq: Optional[int] = Field(None, ge=0, le=9999)
-    simulation_id: UUID = Field(..., nullable=False)
+    simulation_id: UUID = Field(...)
 
 
 class PlantTransactionDataSimulationsCreate(PlantTransactionDataSimulationsBase):
-    simulation_id: UUID = Field(..., nullable=False)
+    simulation_id: UUID = Field(...)
 
 
 class PlantTransactionDataSimulationsUpdate(PlantTransactionDataSimulationsBase):

src/simulations/schema.py

@@ -13,16 +13,16 @@ from src.plant_transaction_data_simulations.schema import (
 
 class SimulationBase(DefaultBase):
     id: UUID
-    label: Optional[str] = Field(None, nullable=False)
+    label: Optional[str] = Field(None)
-    version: Optional[int] = Field(None, nullable=True, ge=0, le=9_999_999_999)
+    version: Optional[int] = Field(None, ge=0, le=9_999_999_999)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 
 class SimulationCreate(SimulationBase):
-    label: str = Field(..., nullable=False)
+    label: str = Field(...)
 
 
 class SimulationUpdate(SimulationBase):
@@ -32,10 +32,10 @@ class SimulationUpdate(SimulationBase):
 class SimulationRead(SimulationBase):
     id: UUID
     masterdata_entries: List[MasterDataSimulationRead] = Field(
-        default_factory=list, nullable=False
+        default_factory=list
     )
     plant_transactions: List[PlantTransactionDataSimulationsRead] = Field(
-        default_factory=list, nullable=False
+        default_factory=list
     )
 
 
@@ -44,10 +44,10 @@ class SimulationPagination(Pagination):
 
 
 class MasterDataOverride(DefaultBase):
-    name: str = Field(..., nullable=False)
+    name: str = Field(...)
-    value_num: Optional[float] = Field(None, nullable=True, le=1_000_000_000_000_000)
+    value_num: Optional[float] = Field(None, le=1_000_000_000_000_000)
-    value_str: Optional[str] = Field(None, nullable=True)
+    value_str: Optional[str] = Field(None)
 
 class SimulationRunPayload(DefaultBase):
-    label: Optional[str] = Field(None, nullable=True)
+    label: Optional[str] = Field(None)
     overrides: List[MasterDataOverride] = Field(default_factory=list)

src/uploaded_file/schema.py

@@ -6,15 +6,15 @@ from pydantic import Field
 from src.models import DefaultBase, Pagination
 
 class UploadedFileDataBase(DefaultBase):
-    filename: str = Field(..., nullable=False)
+    filename: str = Field(...)
-    file_content: str = Field(..., nullable=False)
+    file_content: str = Field(...)
-    file_url: str = Field(..., nullable=False)
+    file_url: str = Field(...)
-    file_size: int = Field(..., nullable=False)
+    file_size: int = Field(...)
-    file_type: str = Field(..., nullable=False)
+    file_type: str = Field(...)
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
 class UploadedFileDataCreate(UploadedFileDataBase):
     pass
@@ -24,7 +24,7 @@ class UploadedFileDataUpdate(UploadedFileDataBase):
 
 class UploadedFileDataRead(UploadedFileDataBase):
     id: UUID
-    wlc_version: Optional[int] = Field(None, nullable=False)
+    wlc_version: Optional[int] = Field(None)
 
 class UploadedFileDataPagination(Pagination):
     items: List[UploadedFileDataRead] = []

src/yeardata/schema.py

@@ -7,25 +7,25 @@ from src.models import DefaultBase, Pagination
 
 
 class YeardataBase(DefaultBase):
-    year: Optional[int] = Field(None, nullable=True, ge=1900)
+    year: Optional[int] = Field(None, ge=1900)
-    rp_per_kwh: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    rp_per_kwh: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    total_lost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    total_lost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    man_hour: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    man_hour: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_ens_energy_not_served: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_ens_energy_not_served: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_bpp_system: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_bpp_system: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_bpp_pembangkit: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_bpp_pembangkit: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_dmn_daya_mampu_netto: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_dmn_daya_mampu_netto: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_marginal_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_marginal_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_efdh_equivalent_forced_derated_hours: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_efdh_equivalent_forced_derated_hours: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_foh_forced_outage_hours: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_foh_forced_outage_hours: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    asset_crit_extra_fuel_cost: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    asset_crit_extra_fuel_cost: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    cf: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000)
+    cf: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000)
-    eaf: Optional[float] = Field(None, nullable=True, ge=0, le=1_000_000_000_000_000) 
+    eaf: Optional[float] = Field(None, ge=0, le=1_000_000_000_000_000) 
-    rbd_simulation_id: Optional[str] = Field(None, nullable=True) 
+    rbd_simulation_id: Optional[str] = Field(None) 
-    created_at: Optional[datetime] = Field(None, nullable=True)
+    created_at: Optional[datetime] = Field(None)
-    updated_at: Optional[datetime] = Field(None, nullable=True)
+    updated_at: Optional[datetime] = Field(None)
-    created_by: Optional[str] = Field(None, nullable=True)
+    created_by: Optional[str] = Field(None)
-    updated_by: Optional[str] = Field(None, nullable=True)
+    updated_by: Optional[str] = Field(None)
 
     @field_validator(
         "asset_crit_ens_energy_not_served",

tests/conftest.py

@@ -57,14 +57,34 @@ TestingSessionLocal = sessionmaker(
     autoflush=False,
 )
 
-@pytest.fixture(scope="session")
+def pytest_sessionfinish(session, exitstatus):
-def event_loop():
+    """
+    Called after whole test run finished, right before returning the exit status to the system.
+    Used here to dispose of all SQLAlchemy engines to prevent hanging.
+    """
+    from src.database.core import engine as db_engine, collector_engine
+    
+    async def dispose_all():
+        # Dispose of both test engine and production engines
+        await engine.dispose()
+        await db_engine.dispose()
+        await collector_engine.dispose()
+
     try:
-        loop = asyncio.get_running_loop()
+        loop = asyncio.get_event_loop()
-    except RuntimeError:
+        if loop.is_running():
-        loop = asyncio.new_event_loop()
+            # If the loop is already running, we create a task
-    yield loop
+            loop.create_task(dispose_all())
-    # loop.close() # Avoid closing if it might be shared
+        else:
+            loop.run_until_complete(dispose_all())
+    except Exception:
+        # Fallback for environment where no loop is available or loop is closed
+        try:
+            asyncio.run(dispose_all())
+        except Exception:
+            pass
+
+# Removed custom event_loop fixture
 
 @pytest_asyncio.fixture(autouse=True)
 async def setup_db():

tests/unit/test_masterdata_service.py

@@ -6,6 +6,7 @@ from src.masterdata.schema import MasterDataCreate
 @pytest.mark.asyncio
 async def test_create_masterdata_service():
     mock_db = AsyncMock()
+    mock_db.add = MagicMock()
     masterdata_in = MasterDataCreate(
         name="Test",
         description="Desc",
@@ -23,6 +24,7 @@ async def test_create_masterdata_service():
 @pytest.mark.asyncio
 async def test_get_masterdata_service():
     mock_db = AsyncMock()
+    mock_db.add = MagicMock()
     mock_result = MagicMock()
     mock_masterdata = MagicMock()
     mock_masterdata.id = "test-id"