diff --git a/.github/workflows/book.yml b/.github/workflows/book.yml
index d3d9722a..52cba329 100644
--- a/.github/workflows/book.yml
+++ b/.github/workflows/book.yml
@@ -4,39 +4,34 @@ on:
- push
jobs:
- marimo:
- runs-on: "ubuntu-latest"
- steps:
- - uses: actions/checkout@v4
- - uses: cvxgrp/.github/actions/uv/marimo@main
+ #marimo:
+ # runs-on: "ubuntu-latest"
+ # steps:
+ # - uses: cvxgrp/.github/actions/uv/marimo@main
- sphinx:
- runs-on: "ubuntu-latest"
- steps:
- - uses: actions/checkout@v4
- - uses: cvxgrp/.github/actions/uv/sphinx@main
+ #sphinx:
+ # runs-on: "ubuntu-latest"
+ # steps:
+ # - uses: cvxgrp/.github/actions/uv/sphinx@main
pdoc:
runs-on: "ubuntu-latest"
steps:
- - uses: actions/checkout@v4
- uses: cvxgrp/.github/actions/uv/pdoc@main
test:
runs-on: "ubuntu-latest"
steps:
- - uses: actions/checkout@v4
- uses: cvxgrp/.github/actions/uv/coverage@main
jupyter:
runs-on: "ubuntu-latest"
steps:
- - uses: actions/checkout@v4
- uses: cvxgrp/.github/actions/uv/jupyter@main
book:
runs-on: "ubuntu-latest"
- needs: [test, sphinx, pdoc, jupyter, marimo]
+ needs: [test, pdoc, jupyter]
permissions:
contents: write
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 6c749323..1a3dd816 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -15,7 +15,6 @@ jobs:
# Steps represent a sequence of tasks that will be executed as part of the job
steps:
- - uses: actions/checkout@v4
- uses: cvxgrp/.github/actions/uv/test@main
with:
python-version: ${{ matrix.python-version }}
diff --git a/.github/workflows/pre-commit.yml b/.github/workflows/pre-commit.yml
index 3191f610..2f56cc2b 100644
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -15,7 +15,6 @@ jobs:
test:
runs-on: ubuntu-latest
steps:
- - uses: actions/checkout@v4
- uses: cvxgrp/.github/actions/uv/coverage@main
- name: Coveralls GitHub Action
@@ -27,5 +26,4 @@ jobs:
deptry:
runs-on: ubuntu-latest
steps:
- - uses: actions/checkout@v4
- uses: cvxgrp/.github/actions/uv/deptry@main
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 7fc7b605..57b166cc 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -8,7 +8,6 @@ jobs:
build:
runs-on: ubuntu-latest
steps:
- - uses: actions/checkout@v4
- uses: cvxgrp/.github/actions/uv/build@main
deploy:
diff --git a/book/_config.yml b/book/_config.yml
index e7169d0d..c34de604 100644
--- a/book/_config.yml
+++ b/book/_config.yml
@@ -5,10 +5,6 @@ title: cvxmarkowitz
author: Thomas Schmelzer
only_build_toc_files: true
-execute:
- execute_notebooks: force
- timeout: 240
-
parse:
myst_enable_extensions:
- linkify
diff --git a/book/_toc.yml b/book/_toc.yml
index bb76a340..f4d75daf 100644
--- a/book/_toc.yml
+++ b/book/_toc.yml
@@ -3,8 +3,6 @@
format: jb-book
root: docs/index
chapters:
- - file: docs/nb
- sections:
- - glob: docs/notebooks/*
- file: docs/api
- file: docs/reports
+ - file: docs/marimo
diff --git a/book/docs/api.md b/book/docs/api.md
index 6f92bbfd..d42e3636 100644
--- a/book/docs/api.md
+++ b/book/docs/api.md
@@ -1,5 +1,3 @@
# API
-## Sphinx
-
-[API](https://www.cvxgrp.org/cvxmarkowitz/sphinx/)
+[API](https://www.cvxgrp.org/cvxmarkowitz/pdoc/)
diff --git a/book/docs/marimo.md b/book/docs/marimo.md
new file mode 100644
index 00000000..d63cfe62
--- /dev/null
+++ b/book/docs/marimo.md
@@ -0,0 +1,5 @@
+# Examples
+
+## Demos
+- [1/n portfolio](https://www.cvxgrp.org/cvxmarkowitz/marimo/demo.html)
+- [Large matrix](https://www.cvxgrp.org/cvxmarkowitz/marimo/assign.html)
diff --git a/book/docs/nb.md b/book/docs/nb.md
deleted file mode 100644
index 48778b6f..00000000
--- a/book/docs/nb.md
+++ /dev/null
@@ -1,4 +0,0 @@
-# Notebooks
-
-```{tableofcontents}
-```
diff --git a/book/docs/notebooks/assign.ipynb b/book/docs/notebooks/assign.ipynb
deleted file mode 100644
index 00c5f5e4..00000000
--- a/book/docs/notebooks/assign.ipynb
+++ /dev/null
@@ -1,123 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "2d65568f-37ab-48f9-a37a-0e00bcba96c2",
- "metadata": {},
- "source": [
- "# Reset a large matrix"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "id": "038f7812-42ca-4c06-8231-b77933c6ed21",
- "metadata": {},
- "outputs": [],
- "source": [
- "import numpy as np"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "id": "f3c94eb3-0eea-495e-ad94-9a19eb49936f",
- "metadata": {},
- "outputs": [],
- "source": [
- "# let's start with a large random matrix\n",
- "a = np.random.randn(5000,5000)\n",
- "b = np.random.randn(5000,5000)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "id": "281d2e4b-c821-4345-ba2d-7f5b87b3e636",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "126 ms ± 9.95 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
- ]
- }
- ],
- "source": [
- "%%timeit\n",
- "# set all entries to zero by multiplying the matrix with 0\n",
- "b = 0*a"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "id": "bff4f21a-def4-4b7e-9551-0761822dfd5b",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "131 ms ± 4.38 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n"
- ]
- }
- ],
- "source": [
- "%%timeit\n",
- "# set all entries to zero by creating a zero matrix of the same dimension\n",
- "b = np.zeros_like(a)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "id": "79601706-2551-4577-9e23-2119919a44f1",
- "metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "4.75 µs ± 84.6 ns per loop (mean ± std. dev. of 7 runs, 100,000 loops each)\n"
- ]
- }
- ],
- "source": [
- "%%timeit\n",
- "# set all entries to zero by creating a zero matrix of the same dimension\n",
- "b = np.zeros((5000,5000))"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "019dde4a-d070-42e2-a1aa-59fc73edd70d",
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.10.9"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/book/docs/notebooks/demo.ipynb b/book/docs/notebooks/demo.ipynb
deleted file mode 100644
index e47d4ad8..00000000
--- a/book/docs/notebooks/demo.ipynb
+++ /dev/null
@@ -1,71717 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "1a5b3590",
- "metadata": {
- "pycharm": {
- "name": "#%% md\n"
- }
- },
- "source": [
- "# Long only 1/n portfolio"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "id": "fd1b3aec",
- "metadata": {
- "collapsed": false,
- "jupyter": {
- "outputs_hidden": false
- },
- "pycharm": {
- "name": "#%%\n"
- },
- "tags": []
- },
- "outputs": [],
- "source": [
- "import pandas as pd\n",
- "pd.options.plotting.backend = \"plotly\"\n",
- "\n",
- "import yfinance as yf\n",
- "\n",
- "from cvx.simulator.builder import builder\n",
- "from cvx.simulator.grid import resample_index"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 2,
- "id": "0193c520",
- "metadata": {
- "collapsed": false,
- "jupyter": {
- "outputs_hidden": false
- },
- "pycharm": {
- "name": "#%%\n"
- },
- "tags": []
- },
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "[*********************100%***********************] 4 of 4 completed\n"
- ]
- }
- ],
- "source": [
- "data = yf.download(tickers = \"SPY AAPL GOOG MSFT\", # list of tickers\n",
- " period = \"10y\", # time period\n",
- " interval = \"1d\", # trading interval\n",
- " prepost = False, # download pre/post market hours data?\n",
- " repair = True) # repair obvious price errors e.g. 100x?"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "id": "7b69f0d4",
- "metadata": {
- "collapsed": false,
- "jupyter": {
- "outputs_hidden": false
- },
- "pycharm": {
- "name": "#%%\n"
- },
- "tags": []
- },
- "outputs": [],
- "source": [
- "prices = data[\"Adj Close\"]"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "id": "8ee0ea60",
- "metadata": {
- "collapsed": false,
- "jupyter": {
- "outputs_hidden": false
- },
- "pycharm": {
- "name": "#%%\n"
- },
- "tags": []
- },
- "outputs": [],
- "source": [
- "capital = 1e6"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "id": "1d657347",
- "metadata": {
- "collapsed": false,
- "jupyter": {
- "outputs_hidden": false
- },
- "pycharm": {
- "name": "#%%\n"
- }
- },
- "outputs": [],
- "source": [
- "b = builder(prices=prices, initial_cash=capital)\n",
- "\n",
- "for time, state in b:\n",
- " # each day we invest a quarter of the capital in the assets\n",
- " b[time[-1]] = 0.25 * state.nav / state.prices"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "id": "2e6be8e0",
- "metadata": {
- "pycharm": {
- "name": "#%%\n"
- },
- "scrolled": true
- },
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- "source": [
- "# Trading only once a month can lead to days where 150k had to be reallocated\n",
- "portfolio.turnover.iloc[1:].plot()"
- ]
- },
- {
- "cell_type": "markdown",
- "id": "a840ea9e-ea64-4857-b484-87b76e2786ac",
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- "tags": []
- },
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- ]
- },
- {
- "cell_type": "markdown",
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- "metadata": {
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- }
- },
- "source": [
- "I don't believe in bringing the prices to a monthly grid. This would render it hard to construct signals\n",
- "given the sparse grid. We stay on a daily grid and trade once a month.\n"
- ]
- },
- {
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diff --git a/book/marimo/assign.py b/book/marimo/assign.py
new file mode 100644
index 00000000..107bd7ad
--- /dev/null
+++ b/book/marimo/assign.py
@@ -0,0 +1,57 @@
+import marimo
+
+__generated_with = "0.9.27"
+app = marimo.App()
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ # Reset a large matrix
+ """
+ )
+ return
+
+
+@app.cell
+def __():
+ import numpy as np
+
+ return (np,)
+
+
+@app.cell
+def __(np):
+ a = np.random.randn(5000, 5000)
+ _b = np.random.randn(5000, 5000)
+ return (a,)
+
+
+@app.cell
+def __(a):
+ _b = 0 * a
+ return
+
+
+@app.cell
+def __(a, np):
+ _b = np.zeros_like(a)
+ return
+
+
+@app.cell
+def __(np):
+ _b = np.zeros((5000, 5000))
+ return
+
+
+@app.cell
+def __():
+ import marimo as mo
+
+ return (mo,)
+
+
+if __name__ == "__main__":
+ app.run()
diff --git a/book/docs/notebooks/data/market_cap.csv b/book/marimo/data/market_cap.csv
similarity index 100%
rename from book/docs/notebooks/data/market_cap.csv
rename to book/marimo/data/market_cap.csv
diff --git a/book/docs/notebooks/data/prices.csv b/book/marimo/data/prices.csv
similarity index 100%
rename from book/docs/notebooks/data/prices.csv
rename to book/marimo/data/prices.csv
diff --git a/book/docs/notebooks/data/stock_prices.csv b/book/marimo/data/stock_prices.csv
similarity index 100%
rename from book/docs/notebooks/data/stock_prices.csv
rename to book/marimo/data/stock_prices.csv
diff --git a/book/docs/notebooks/data/target_weights.csv b/book/marimo/data/target_weights.csv
similarity index 100%
rename from book/docs/notebooks/data/target_weights.csv
rename to book/marimo/data/target_weights.csv
diff --git a/book/docs/notebooks/data/volume.csv b/book/marimo/data/volume.csv
similarity index 100%
rename from book/docs/notebooks/data/volume.csv
rename to book/marimo/data/volume.csv
diff --git a/book/marimo/demo.py b/book/marimo/demo.py
new file mode 100644
index 00000000..35854d6f
--- /dev/null
+++ b/book/marimo/demo.py
@@ -0,0 +1,210 @@
+import marimo
+
+__generated_with = "0.9.27"
+app = marimo.App()
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ # Long only 1/n portfolio
+ """
+ )
+ return
+
+
+@app.cell
+def __():
+ import pandas as pd
+
+ pd.options.plotting.backend = "plotly"
+
+ import yfinance as yf
+
+ from cvx.simulator.builder import builder
+ from cvx.simulator.grid import resample_index
+
+ return builder, pd, resample_index, yf
+
+
+@app.cell
+def __(yf):
+ data = yf.download(
+ tickers="SPY AAPL GOOG MSFT", # list of tickers
+ period="10y", # time period
+ interval="1d", # trading interval
+ prepost=False, # download pre/post market hours data?
+ repair=True,
+ ) # repair obvious price errors e.g. 100x?
+ return (data,)
+
+
+@app.cell
+def __(data):
+ prices = data["Adj Close"]
+ return (prices,)
+
+
+@app.cell
+def __():
+ capital = 1e6
+ return (capital,)
+
+
+@app.cell
+def __(builder, capital, prices, state, time):
+ b = builder(prices=prices, initial_cash=capital)
+ for _time, _state in b:
+ b[time[-1]] = 0.25 * state.nav / state.prices
+ return (b,)
+
+
+@app.cell
+def __(b):
+ portfolio = b.build()
+ portfolio.profit.cumsum().plot()
+ return (portfolio,)
+
+
+@app.cell
+def __(portfolio):
+ portfolio.nav.plot()
+ return
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ ## Rebalancing
+ """
+ )
+ return
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ Usually we would not execute on a daily basis but rather rebalance every week, month or quarter.
+ There are two approaches to deal with this problem in cvxsimulator.
+
+ * Resample the existing daily portfolio (helpful to see effect of your hesitated trading)
+ * Trade only on days that are within a predefined grid (most flexible if you have a rather irregular grid)
+ """
+ )
+ return
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ ### Resample an existing portfolio
+ """
+ )
+ return
+
+
+@app.cell
+def __(portfolio):
+ portfolio_resampled = portfolio.resample(rule="M")
+ return (portfolio_resampled,)
+
+
+@app.cell
+def __(pd, portfolio, portfolio_resampled):
+ frame = pd.DataFrame(
+ {"original": portfolio.nav, "monthly": portfolio_resampled.nav}
+ )
+ frame
+ return (frame,)
+
+
+@app.cell
+def __(portfolio_resampled):
+ print(portfolio_resampled.stocks)
+ return
+
+
+@app.cell
+def __(frame):
+ # almost hard to see that difference between the original and resampled portfolio
+ frame.plot()
+ return
+
+
+@app.cell
+def __(portfolio_resampled):
+ # number of shares traded
+ portfolio_resampled.trades_stocks.iloc[1:].plot()
+ return
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ ### Trade only days in predefined grid
+ """
+ )
+ return
+
+
+@app.cell
+def __(builder, capital, prices, resample_index, state, time):
+ b_1 = builder(prices=prices, initial_cash=capital)
+ grid = resample_index(prices.index, rule="M")
+ for _time, _state in b_1:
+ if _time[-1] in grid:
+ b_1[time[-1]] = 0.25 * state.nav / state.prices
+ else:
+ b_1[time[-1]] = b_1[time[-2]]
+ portfolio_1 = b_1.build()
+ return b_1, grid, portfolio_1
+
+
+@app.cell
+def __(portfolio_1):
+ portfolio_1.nav.plot()
+ return
+
+
+@app.cell
+def __(portfolio_1):
+ portfolio_1.turnover.iloc[1:].plot()
+ return
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ ### Why not resampling the prices?
+ """
+ )
+ return
+
+
+@app.cell
+def __(mo):
+ mo.md(
+ r"""
+ I don't believe in bringing the prices to a monthly grid. This would render it hard to construct signals
+ given the sparse grid. We stay on a daily grid and trade once a month.
+
+ """
+ )
+ return
+
+
+@app.cell
+def __():
+ import marimo as mo
+
+ return (mo,)
+
+
+if __name__ == "__main__":
+ app.run()
diff --git a/book/sphinx/_static/custom.css b/book/sphinx/_static/custom.css
deleted file mode 100644
index 449466a0..00000000
--- a/book/sphinx/_static/custom.css
+++ /dev/null
@@ -1 +0,0 @@
-.wy-nav-content { max-width: 100% }
diff --git a/book/sphinx/_static/logo.jpeg b/book/sphinx/_static/logo.jpeg
deleted file mode 100644
index f7a96c73..00000000
Binary files a/book/sphinx/_static/logo.jpeg and /dev/null differ
diff --git a/book/sphinx/conf.py b/book/sphinx/conf.py
deleted file mode 100644
index dd70a514..00000000
--- a/book/sphinx/conf.py
+++ /dev/null
@@ -1,52 +0,0 @@
-from __future__ import annotations
-
-project = "cvxmarkowitz"
-
-master_doc = "index"
-
-source_suffix = {
- ".rst": "restructuredtext",
- ".md": "markdown",
-}
-
-extensions = [
- "sphinx.ext.viewcode",
- "sphinx.ext.mathjax",
- "sphinx.ext.napoleon",
- "autoapi.extension",
-]
-
-
-source_dir = "cvx"
-autoapi_type = "python"
-autoapi_dirs = [f"../../{source_dir}"]
-autoapi_options = [
- "members",
- "undoc-members",
- "show-inheritance",
- "private-members",
- "show-module-summary",
- "special-members",
- "imported-members",
-]
-
-napoleon_google_docstring = True
-napoleon_numpy_docstring = True
-
-# HTML -----------------------------------------------------------------
-html_favicon = "_static/logo.jpeg"
-html_logo = "_static/logo.jpeg"
-html_title = "cvxmarkowitz Documentation"
-html_show_sourcelink = True
-html_css_files = [
- "custom.css",
-]
-# The theme to use for HTML and HTML Help pages. See the documentation for
-# a list of builtin themes.
-#
-# html_theme = 'alabaster'
-html_theme = "sphinx_rtd_theme"
-# Add any paths that contain custom static files (such as style sheets) here,
-# relative to this directory. They are copied after the builtin static files,
-# so a file named "default.css" will overwrite the builtin "default.css".
-html_static_path = ["_static"]
diff --git a/book/sphinx/index.rst b/book/sphinx/index.rst
deleted file mode 100644
index 3881823b..00000000
--- a/book/sphinx/index.rst
+++ /dev/null
@@ -1,20 +0,0 @@
-.. rst-class:: hide-header
-
-
-.. image:: _static/logo.jpeg
- :align: center
-
-
-.. toctree::
- :maxdepth: 3
-
- ../../README.md
- license
-
-API Documentation
-=================
-
-.. toctree::
- :maxdepth: 3
-
- autoapi/index
diff --git a/book/sphinx/license.rst b/book/sphinx/license.rst
deleted file mode 100644
index 177b9000..00000000
--- a/book/sphinx/license.rst
+++ /dev/null
@@ -1,4 +0,0 @@
-License
-=======
-
-Copyright (c) 2023 Stanford University Convex Optimization Group
diff --git a/pyproject.toml b/pyproject.toml
index 23bd33eb..152cc0d8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ dev = [
"pytest>=8.3.3",
"pre-commit>=4.0.1",
"mock",
- #"clarabel>=0.9.0",
+ "yfinance",
"loguru",
"tinycta",
"plotly",
diff --git a/uv.lock b/uv.lock
index 883c13de..7b6c22da 100644
--- a/uv.lock
+++ b/uv.lock
@@ -6,6 +6,18 @@ resolution-markers = [
"python_full_version >= '3.12'",
]
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+ { name = "soupsieve" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b3/ca/824b1195773ce6166d388573fc106ce56d4a805bd7427b624e063596ec58/beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051", size = 581181 }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/b1/fe/e8c672695b37eecc5cbf43e1d0638d88d66ba3a44c4d321c796f4e59167f/beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed", size = 147925 },
+]
+
[[package]]
name = "bson"
version = "0.5.10"
@@ -16,6 +28,15 @@ dependencies = [
]
sdist = { url = "https://files.pythonhosted.org/packages/4d/53/7c534a38850f2252275d7f949aed2219095e90df1e2d180a9c8ed139e499/bson-0.5.10.tar.gz", hash = "sha256:d6511b2ab051139a9123c184de1a04227262173ad593429d21e443d6462d6590", size = 10363 }
+[[package]]
+name = "certifi"
+version = "2024.12.14"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0f/bd/1d41ee578ce09523c81a15426705dd20969f5abf006d1afe8aeff0dd776a/certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db", size = 166010 }
+wheels = [
+ { url = "https://files.pythonhosted.org/packages/a5/32/8f6669fc4798494966bf446c8c4a162e0b5d893dff088afddf76414f70e1/certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56", size = 164927 },
+]
+
[[package]]
name = "cfgv"
version = "3.4.0"
@@ -25,6 +46,67 @@ wheels = [
{ url = "https://files.pythonhosted.org/packages/c5/55/51844dd50c4fc7a33b653bfaba4c2456f06955289ca770a5dbd5fd267374/cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9", size = 7249 },
]
+[[package]]
+name = "charset-normalizer"
+version = "3.4.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/16/b0/572805e227f01586461c80e0fd25d65a2115599cc9dad142fee4b747c357/charset_normalizer-3.4.1.tar.gz", hash = "sha256:44251f18cd68a75b56585dd00dae26183e102cd5e0f9f1466e6df5da2ed64ea3", size = 123188 }
+wheels = [
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