From 07e210b64ab5e1a19e4cc6d6f13d7a4aef02ca9a Mon Sep 17 00:00:00 2001
From: Guillaume Bournique <guillaume.bournique@sigtech.com>
Date: Thu, 19 Dec 2024 23:05:49 +0100
Subject: [PATCH] feat: upgrade to python3.12 and remove requirements.txt files
 in favour of poetry

---
 .github/images/ci.png                         | Bin 0 -> 132899 bytes
 Makefile                                      |  38 +-
 README.md                                     |   9 +-
 api.Dockerfile                                |  11 +-
 dashboard.Dockerfile                          |  10 +-
 docs/HINTS.md                                 |  85 ---
 docs/TASK.md                                  |  64 --
 poetry.lock                                   | 330 ++++-----
 portfolio_analytics/api/requirements.txt      | 653 ------------------
 .../common/data/market_data/fx.snappy.parquet | Bin 102622 -> 102675 bytes
 .../dashboard/requirements.txt                | 439 ------------
 pyproject.toml                                |   2 +-
 requirements.txt                              | 206 ------
 13 files changed, 169 insertions(+), 1678 deletions(-)
 create mode 100644 .github/images/ci.png
 delete mode 100644 docs/HINTS.md
 delete mode 100644 docs/TASK.md
 delete mode 100644 portfolio_analytics/api/requirements.txt
 delete mode 100644 portfolio_analytics/dashboard/requirements.txt
 delete mode 100644 requirements.txt

diff --git a/.github/images/ci.png b/.github/images/ci.png
new file mode 100644
index 0000000000000000000000000000000000000000..5444fae6512de2228eb705c54d1f72dc355cb288
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HcmV?d00001

diff --git a/Makefile b/Makefile
index 291d746..3bfa645 100644
--- a/Makefile
+++ b/Makefile
@@ -6,32 +6,20 @@ DOCKER_COMPOSE := $(shell which docker-compose > /dev/null 2>&1 && echo docker-c
 
 # Development
 
-install-poetry:
-	python3.10 -m pip install poetry -U
-
-generate-lockfiles:
-	python3.10 -m poetry lock
-	python3.10 -m poetry export --with=api,dashboard,dev -f requirements.txt --without-hashes -o requirements.txt
-	python3.10 -m poetry export --with=api -f requirements.txt -o portfolio_analytics/api/requirements.txt
-	python3.10 -m poetry export --with=dashboard -f requirements.txt -o portfolio_analytics/dashboard/requirements.txt
-
-install-deps:
-	python3.10 -m pip install -e . -r requirements.txt
-
 fmt:
-	python3.10 -m autoflake --remove-all-unused-imports --remove-unused-variables --in-place --recursive $(codebase) $(tests_dir)
-	python3.10 -m isort --profile black --line-length 89 $(codebase) $(tests_dir)
-	python3.10 -m black --line-length 89 --preview --enable-unstable-feature=string_processing $(codebase) $(tests_dir)
-	python3.10 -m ruff check --fix $(codebase) $(tests_dir)
+	python3.12 -m autoflake --remove-all-unused-imports --remove-unused-variables --in-place --recursive $(codebase) $(tests_dir)
+	python3.12 -m isort --profile black --line-length 89 $(codebase) $(tests_dir)
+	python3.12 -m black --line-length 89 --preview --enable-unstable-feature=string_processing $(codebase) $(tests_dir)
+	python3.12 -m ruff check --fix $(codebase) $(tests_dir)2
 
 lint:
-	python3.10 -m autoflake --check --quiet --recursive $(codebase)
-	python3.10 -m isort --profile black --line-length 89 --check-only $(codebase)
-	python3.10 -m black --line-length 89 --check $(codebase)
-	python3.10 -m ruff check $(codebase)
-	python3.10 -m mypy $(codebase)
-	python3.10 -m flake8 --max-line-length 89 --max-doc-length 89 $(codebase)
-	python3.10 -m pylint --fail-under=9.9 $(codebase)
+	python3.12 -m autoflake --check --quiet --recursive $(codebase)
+	python3.12 -m isort --profile black --line-length 89 --check-only $(codebase)
+	python3.12 -m black --line-length 89 --check $(codebase)
+	python3.12 -m ruff check $(codebase)
+	python3.12 -m mypy $(codebase)
+	python3.12 -m flake8 --max-line-length 89 --max-doc-length 89 $(codebase)
+	python3.12 -m pylint --fail-under=9.9 $(codebase)
 
 clean:
 	find . -type f \( -name "*.pyc" -o -name ".DS_Store" -o -name "coverage.xml" \) -delete
@@ -41,10 +29,10 @@ clean:
 # Unit Testing
 
 test:
-	python3.10 -m pytest --cov=$(codebase) -m "not integration" --cov-report html --cov-report xml
+	python3.12 -m pytest --cov=$(codebase) -m "not integration" --cov-report html --cov-report xml
 
 test-coverage: test
-	cd htmlcov && python3.10 -m http.server
+	cd htmlcov && python3.12 -m http.server
 
 
 # Docker build
diff --git a/README.md b/README.md
index 78a3f2e..977a3f8 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # Portfolio Analytics
 
 [![CI/CD](https://github.com/gbourniq/portfolio-analytics/actions/workflows/ci.yml/badge.svg)](https://github.com/gbourniq/portfolio-analytics/actions/workflows/ci.yml)
-[![Python Version](https://img.shields.io/badge/python-3.10-blue.svg)](https://www.python.org/downloads/)
+[![Python Version](https://img.shields.io/badge/python-3.12-blue.svg)](https://www.python.org/downloads/)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 [![Pylint Score](https://img.shields.io/endpoint?url=https://gist.githubusercontent.com/gbourniq/b149841cbef1088a8bf7671efee16734/raw/pylint.txt)](https://github.com/gbourniq/portfolio-analytics/actions)
 [![Code Coverage](https://codecov.io/gh/gbourniq/portfolio-analytics/graph/badge.svg?token=O5LIL4YV9L)](https://codecov.io/gh/gbourniq/portfolio-analytics)
@@ -55,7 +55,8 @@ make up
 1. Install dependencies:
 
 ```bash
-python3.10 -m pip install -e . -r requirements.txt
+python3.12 -m pip install poetry -U
+poetry install
 ```
 
 2. Start services:
@@ -65,6 +66,10 @@ python portfolio_analytics/dashboard/dashboard_main.py
 python portfolio_analytics/api/api_main.py
 ```
 
+### CI
+
+![CI](.github/images/ci.png)
+
 ## Future Improvements
 
 ### Data Pipeline
diff --git a/api.Dockerfile b/api.Dockerfile
index a5d9511..53d41d5 100644
--- a/api.Dockerfile
+++ b/api.Dockerfile
@@ -1,13 +1,11 @@
-FROM python:3.10-slim
+FROM python:3.12-slim
 
 # Set environment variables
 ENV PYTHONUNBUFFERED=1 \
-    PYTHONDONTWRITEBYTECODE=1 \
     PYTHONPATH=/app/portfolio_analytics
 
 # Add labels
 LABEL maintainer="guillaume.bournique@gmail.com" \
-version="1.0" \
 description="Portfolio Analytics API"
 
 # Install curl for healthcheck
@@ -19,11 +17,12 @@ RUN groupadd -r appuser && useradd -r -g appuser appuser
 WORKDIR /app
 
 # Install dependencies
-COPY portfolio_analytics/api/requirements.txt ./requirements.txt
-RUN pip install -r requirements.txt
+COPY pyproject.toml ./pyproject.toml
+RUN python3.12 -m pip install poetry==1.8.5 && \
+    poetry config virtualenvs.create false && \
+    poetry install --with=api
 
 # Copy source code to the container
-COPY pyproject.toml ./pyproject.toml
 COPY portfolio_analytics/common/utils portfolio_analytics/common/utils
 COPY portfolio_analytics/api portfolio_analytics/api
 
diff --git a/dashboard.Dockerfile b/dashboard.Dockerfile
index 64e4847..1b58abf 100644
--- a/dashboard.Dockerfile
+++ b/dashboard.Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.10-slim
+FROM python:3.12-slim
 
 # Set environment variables
 ENV PYTHONUNBUFFERED=1 \
@@ -7,7 +7,6 @@ ENV PYTHONUNBUFFERED=1 \
 
 # Add labels
 LABEL maintainer="guillaume.bournique@gmail.com" \
-version="1.0" \
 description="Portfolio Analytics Dashboard"
 
 # Install curl for healthcheck
@@ -19,11 +18,12 @@ RUN groupadd -r appuser && useradd -r -g appuser appuser
 WORKDIR /app
 
 # Install dependencies
-COPY portfolio_analytics/dashboard/requirements.txt ./requirements.txt
-RUN pip install -r requirements.txt
+COPY pyproject.toml ./pyproject.toml
+RUN python3.12 -m pip install poetry==1.8.5 && \
+    poetry config virtualenvs.create false && \
+    poetry install --with=dashboard
 
 # Copy source code to the container
-COPY pyproject.toml ./pyproject.toml
 COPY portfolio_analytics/common/utils portfolio_analytics/common/utils
 COPY portfolio_analytics/dashboard portfolio_analytics/dashboard
 
diff --git a/docs/HINTS.md b/docs/HINTS.md
deleted file mode 100644
index 14c75c6..0000000
--- a/docs/HINTS.md
+++ /dev/null
@@ -1,85 +0,0 @@
-# Hints
-
-## General
-
-* You can get market data using the Yfinance package https://pypi.org/project/yfinance/
-* This useful gist gets all data for the S&P500 https://gist.github.com/quantra-go-algo/ac5180bf164a7894f70969fa563627b2
-* Streamlit (https://streamlit.io/) and Dash (https://dash.plotly.com/) are popular frameworks for build data driven
-  apps in Python
-* Python code structure guidance can be found at https://docs.python-guide.org/writing/structure/
-* There is some useful information about creating a tool
-  at https://dataheadhunters.com/academy/how-to-create-a-stock-market-analysis-tool-in-python-for-finance/
-
-## Portfolio Analysis
-
-All examples use the [provided portfolio](input/portfolio.csv).
-
-### Positions v. Trades
-
-The values are the **end of day position** for the stocks, not the trades.
-
-```
-Date,AAPL
-30/08/2024,0
-03/09/2024,0
-04/09/2024,13
-05/09/2024,24
-06/09/2024,0
-```
-
-So this means the trades were.
-
-```
-Date,AAPL
-30/08/2024,0
-03/09/2024,0
-04/09/2024,+13
-05/09/2024,+11
-06/09/2024,-24
-```
-
-### Execution Price
-
-Normally the execution price would be provided as part of the portfolio. For this example please use the Mid-price for
-the day in question.
-
-For AAPL the High, Low and calculated Mid-price would be.
-
-```
-Date		High		Low			Mid
-2024-08-30	230.146792	227.230003	228.688398
-2024-09-03	228.748326	220.926929	224.837628
-2024-09-04	221.536270	217.240993	219.388632
-2024-09-05	225.232189	221.276549	223.254369
-2024-09-06	224.992472	219.528482	222.260477
-```
-
-Thus, the trades with execution price would be.
-
-```
-Date,AAPL
-30/08/2024,0      @ 228.688398
-03/09/2024,0      @ 224.837628
-04/09/2024,+13    @ 219.388632
-05/09/2024,+11    @ 223.254369
-06/09/2024,-24    @ 222.260477
-```
-
-### Calculating P&L
-
-As this a technical task rather than a quant/accounting task we will take a naive approach to calculating the P&L.
-
-All you need to do is calculate the profit made from the hypothetical trades with the Mid-price.
-
-For our example the total P&L would be \$26.41.
-
-```
-13 * $219.388632 = $2852.04
-11 * $223.254369 = $2455.80
--24 * $222.260477 = -$5334.25
-
-$2852.04 + $2455.80 + -$5334.25 = -$26.41
-```
-
-You need to flip the sign on the result to get the P&L or you could invert earlier to represent the cash flow in your
-portfolio. You spend cash when buying a stock and gain cash when selling it.
diff --git a/docs/TASK.md b/docs/TASK.md
deleted file mode 100644
index 8c079ef..0000000
--- a/docs/TASK.md
+++ /dev/null
@@ -1,64 +0,0 @@
-# RGC Data Engineering Task
-
-## Task
-
-Build a dashboard that acts as a portfolio analyser.
-
-Please use whatever tools you are familiar and comfortable with but bear in mind the notes in the [Implementation](TASK.md#implementation) section below.
-
-You will find some hints and guidance in the [HINTS](HINTS.md) file.
-
-## Inputs
-
-The portfolio analyser will accept a csv file containing the portfolio as a timeseries.
-
-The portfolio will be for S&P500 stocks and long only, no shorts. It will be tested with the portfolio found in the [input folder](input/portfolio.csv).
-
-The timeseries will be indexed on date, the stock tickers are the columns and the **closing position** for that date is the value.
-
-e.g.
-
-```
-Date,AAPL,ABBV,ALL,BA,BIIB,COP,DE,DVN,EL,EQT,GOOGL,HII,INTC,KDP,MSFT,NEE,NFLX,PAYC,PFE,QRVO,ROP,SMCI,TSLA,UAL
-2024-08-30,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
-2024-09-03,0,0,0,0,0,32,0,9,20,0,0,22,0,0,0,0,3,0,2,0,23,0,0,0
-2024-09-04,13,0,0,0,32,0,11,0,0,0,18,11,0,0,0,0,0,30,0,0,49,0,0,0
-2024-09-05,24,0,4,0,54,0,28,0,18,0,51,0,36,0,0,16,21,0,0,0,88,0,0,0
-2024-09-06,0,27,0,0,65,0,66,3,39,0,90,0,83,0,0,0,64,3,0,0,80,0,0,0
-```
-
-## Outputs
-
-Show the P&L of the portfolio, a graph of the P&L over time and a table containing the top 5 winners and bottom 5 losers for the portfolio.
-
-## Implementation
-
-Please ensure your code works as is, we will make some effort to rectify any issues but the expectation is your code will run on a Windows 11 machine running Python 3.10.
-
-If special steps are required to run the dashboard, please document them (e.g. change directory to run the dashboard).
-
-Functionality is more important than looks, we would prefer a functioning dashboard that doesn't look brilliant instead of a flashy dashboard that doesn't work.
-
-Comments and documentation in the code are optional - if your code is clear and concise none should be required.
-
-## Assessment Criteria
-
-* Project structure - your code and any resources are structured in a relatively standard way
-* Python knowledge - you demonstrate a good knowledge of the Python programming language and the package ecosystem
-* Error handling - how does your code handle non-existent stocks or malformed data
-* Pandas knowledge - good use of pandas when processing data, vectorise operations as much as possible, knowledge of multi-indexes and timeseries functions
-* Data structure - importing data and processing it for use in a sensible structure
-* Performance - caching of data, efficient data processing operations
-* User experience - as mentioned above, the look of the dashboard is not important but a user should still be able to use it in a relatively intuitive manner
-
-## Extra Credit
-
-These considerations go above and beyond the basic assessment criteria and will be noted when reviewing your solution.
-
-* Different file formats to upload - Excel, parquet
-* Containerisation - Dockerfile present, builds and runs
-* Currency localisation - convert the data to pounds, euros, other currencies
-* Additional indices - FTSE, EuroStoxx
-* Execution price provided - Allow the user to provide the execution price the stock was traded at
-* Additional metrics/analysis - What other information would be of interest to someone analysing their portfolio
-* API - add an api endpoint that can be used to submit the portfolio and get results
diff --git a/poetry.lock b/poetry.lock
index 6fe46c1..75ab682 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -23,7 +23,6 @@ files = [
 ]
 
 [package.dependencies]
-exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
@@ -131,9 +130,6 @@ files = [
     {file = "astroid-3.3.6.tar.gz", hash = "sha256:6aaea045f938c735ead292204afdb977a36e989522b7833ef6fea94de743f442"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-
 [[package]]
 name = "asttokens"
 version = "3.0.0"
@@ -160,9 +156,6 @@ files = [
     {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
-
 [[package]]
 name = "attrs"
 version = "24.3.0"
@@ -195,7 +188,6 @@ files = [
 
 [package.dependencies]
 pyflakes = ">=3.0.0"
-tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "babel"
@@ -211,21 +203,6 @@ files = [
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "backports-tarfile"
-version = "1.2.0"
-description = "Backport of CPython tarfile module"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"},
-    {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)"]
-
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.3"
@@ -284,8 +261,6 @@ mypy-extensions = ">=0.4.3"
 packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -725,9 +700,6 @@ files = [
     {file = "coverage-7.6.9.tar.gz", hash = "sha256:4a8d8977b0c6ef5aeadcb644da9e69ae0dcfe66ec7f368c89c72e058bd71164d"},
 ]
 
-[package.dependencies]
-tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
-
 [package.extras]
 toml = ["tomli"]
 
@@ -1007,20 +979,6 @@ files = [
     {file = "et_xmlfile-2.0.0.tar.gz", hash = "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"},
 ]
 
-[[package]]
-name = "exceptiongroup"
-version = "1.2.2"
-description = "Backport of PEP 654 (exception groups)"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
-    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
-]
-
-[package.extras]
-test = ["pytest (>=6)"]
-
 [[package]]
 name = "executing"
 version = "2.1.0"
@@ -1475,7 +1433,6 @@ files = [
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
@@ -1483,7 +1440,6 @@ prompt_toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
 stack_data = "*"
 traitlets = ">=5.13.0"
-typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
 
 [package.extras]
 all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
@@ -1588,9 +1544,6 @@ files = [
     {file = "jaraco_context-6.0.1.tar.gz", hash = "sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3"},
 ]
 
-[package.dependencies]
-"backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""}
-
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
@@ -1917,13 +1870,13 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.3.3"
+version = "4.3.4"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab-4.3.3-py3-none-any.whl", hash = "sha256:32a8fd30677e734ffcc3916a4758b9dab21b02015b668c60eb36f84357b7d4b1"},
-    {file = "jupyterlab-4.3.3.tar.gz", hash = "sha256:76fa39e548fdac94dc1204af5956c556f54c785f70ee26aa47ea08eda4d5bbcd"},
+    {file = "jupyterlab-4.3.4-py3-none-any.whl", hash = "sha256:b754c2601c5be6adf87cb5a1d8495d653ffb945f021939f77776acaa94dae952"},
+    {file = "jupyterlab-4.3.4.tar.gz", hash = "sha256:f0bb9b09a04766e3423cccc2fc23169aa2ffedcdf8713e9e0fb33cac0b6859d0"},
 ]
 
 [package.dependencies]
@@ -1938,7 +1891,6 @@ jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
 setuptools = ">=40.8.0"
-tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
 
@@ -2008,7 +1960,6 @@ files = [
 ]
 
 [package.dependencies]
-importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
 "jaraco.classes" = "*"
 "jaraco.context" = "*"
 "jaraco.functools" = "*"
@@ -2558,7 +2509,6 @@ files = [
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -2581,13 +2531,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.10.1"
+version = "0.10.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 files = [
-    {file = "nbclient-0.10.1-py3-none-any.whl", hash = "sha256:949019b9240d66897e442888cfb618f69ef23dc71c01cb5fced8499c2cfc084d"},
-    {file = "nbclient-0.10.1.tar.gz", hash = "sha256:3e93e348ab27e712acd46fccd809139e356eb9a31aab641d1a7991a6eb4e6f68"},
+    {file = "nbclient-0.10.2-py3-none-any.whl", hash = "sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d"},
+    {file = "nbclient-0.10.2.tar.gz", hash = "sha256:90b7fc6b810630db87a6d0c2250b1f0ab4cf4d3c27a299b0cde78a4ed3fd9193"},
 ]
 
 [package.dependencies]
@@ -2598,8 +2548,8 @@ traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
-test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
@@ -2895,7 +2845,7 @@ files = [
 ]
 
 [package.dependencies]
-numpy = {version = ">=1.22.4", markers = "python_version < \"3.11\""}
+numpy = {version = ">=1.26.0", markers = "python_version >= \"3.12\""}
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
 tzdata = ">=2022.7"
@@ -3197,32 +3147,32 @@ wcwidth = "*"
 
 [[package]]
 name = "psutil"
-version = "6.1.0"
+version = "6.1.1"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
-    {file = "psutil-6.1.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0"},
-    {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942"},
-    {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:000d1d1ebd634b4efb383f4034437384e44a6d455260aaee2eca1e9c1b55f047"},
-    {file = "psutil-6.1.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:5cd2bcdc75b452ba2e10f0e8ecc0b57b827dd5d7aaffbc6821b2a9a242823a76"},
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 ]
 
 [package.dependencies]
@@ -3497,11 +3447,10 @@ files = [
 [package.dependencies]
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 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-dill = {version = ">=0.2", markers = "python_version < \"3.11\""}
+dill = {version = ">=0.3.7", markers = "python_version >= \"3.12\""}
 isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
 mccabe = ">=0.6,<0.8"
 platformdirs = ">=2.2.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
 
 [package.extras]
@@ -3535,11 +3484,9 @@ files = [
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
-exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=1.5,<2"
-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"]
@@ -4614,7 +4561,6 @@ files = [
 [package.dependencies]
 click = ">=7.0"
 h11 = ">=0.8"
-typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
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@@ -4774,5 +4720,5 @@ type = ["pytest-mypy"]
 
 [metadata]
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-content-hash = "de6e92d0a846208f3c18d271c800f499c4bbc3c38ea10b729154891279e6e3e2"
+python-versions = ">=3.12,<3.13"
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diff --git a/portfolio_analytics/api/requirements.txt b/portfolio_analytics/api/requirements.txt
deleted file mode 100644
index 8ec1f36..0000000
--- a/portfolio_analytics/api/requirements.txt
+++ /dev/null
@@ -1,653 +0,0 @@
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diff --git a/portfolio_analytics/common/data/market_data/fx.snappy.parquet b/portfolio_analytics/common/data/market_data/fx.snappy.parquet
index f80bc76103182e382c6264f98011689d01af6128..78dacdaeb27dc3ce00eee6d61a660b0f4c0bb303 100644
GIT binary patch
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diff --git a/portfolio_analytics/dashboard/requirements.txt b/portfolio_analytics/dashboard/requirements.txt
deleted file mode 100644
index a934ff9..0000000
--- a/portfolio_analytics/dashboard/requirements.txt
+++ /dev/null
@@ -1,439 +0,0 @@
-blinker==1.9.0 ; python_version >= "3.10" and python_version < "3.11" \
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-certifi==2024.12.14 ; python_version >= "3.10" and python_version < "3.11" \
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-    --hash=sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db
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-    --hash=sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8 \
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-    --hash=sha256:da31fbca07c435be88a0c321402c4e31a2ba61593ec7473630769de8346b54ee \
-    --hash=sha256:e21488d5cfd3d8b500b3238a6c4b075efabc18f0f6d80b29239737ebd69caa6c \
-    --hash=sha256:e31e9417ba9c42627574bdbfeada7217ad8a4cbbe45b9d6bdd4b62abbca4c6f6 \
-    --hash=sha256:eaeabf638408de2772ce3d7793b2668d4bb93807deed1725413b70e3156a7854 \
-    --hash=sha256:f266a2c0fc31995a06ebd30bcfdb7f615d7278035ec5b1cd71c48d56daaf30b0 \
-    --hash=sha256:f39a2e0ed32a0970e4e46c262753417a60c43a3246972cfc2d3eb85aedd01b21 \
-    --hash=sha256:f591704ac05dfd0477bb8f8e0bd4b5dc52c1cadf50503858dce3a15db6e46ff2 \
-    --hash=sha256:f96bd502cb11abb08efea6dab09c003305161cb6c9eafd432e35e76e7fa9b90c
-python-dateutil==2.9.0.post0 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
-    --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-pytz==2024.2 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a \
-    --hash=sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725
-requests==2.32.3 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
-    --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
-retrying==1.3.4 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:345da8c5765bd982b1d1915deb9102fd3d1f7ad16bd84a9700b85f64d24e8f3e \
-    --hash=sha256:8cc4d43cb8e1125e0ff3344e9de678fefd85db3b750b81b2240dc0183af37b35
-setuptools==75.6.0 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:8199222558df7c86216af4f84c30e9b34a61d8ba19366cc914424cdbd28252f6 \
-    --hash=sha256:ce74b49e8f7110f9bf04883b730f4765b774ef3ef28f722cce7c273d253aaf7d
-six==1.17.0 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
-    --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
-tenacity==9.0.0 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:807f37ca97d62aa361264d497b0e31e92b8027044942bfa756160d908320d73b \
-    --hash=sha256:93de0c98785b27fcf659856aa9f54bfbd399e29969b0621bc7f762bd441b4539
-tomli==2.2.1 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6 \
-    --hash=sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd \
-    --hash=sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c \
-    --hash=sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b \
-    --hash=sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8 \
-    --hash=sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6 \
-    --hash=sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77 \
-    --hash=sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff \
-    --hash=sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea \
-    --hash=sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192 \
-    --hash=sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249 \
-    --hash=sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee \
-    --hash=sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4 \
-    --hash=sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98 \
-    --hash=sha256:8d57ca8095a641b8237d5b079147646153d22552f1c637fd3ba7f4b0b29167a8 \
-    --hash=sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4 \
-    --hash=sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281 \
-    --hash=sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744 \
-    --hash=sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69 \
-    --hash=sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13 \
-    --hash=sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140 \
-    --hash=sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e \
-    --hash=sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e \
-    --hash=sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc \
-    --hash=sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff \
-    --hash=sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec \
-    --hash=sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2 \
-    --hash=sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222 \
-    --hash=sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106 \
-    --hash=sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272 \
-    --hash=sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a \
-    --hash=sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7
-typing-extensions==4.12.2 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
-    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
-tzdata==2024.2 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc \
-    --hash=sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd
-urllib3==2.2.3 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
-    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
-werkzeug==3.0.6 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:1bc0c2310d2fbb07b1dd1105eba2f7af72f322e1e455f2f93c993bee8c8a5f17 \
-    --hash=sha256:a8dd59d4de28ca70471a34cba79bed5f7ef2e036a76b3ab0835474246eb41f8d
-zipp==3.21.0 ; python_version >= "3.10" and python_version < "3.11" \
-    --hash=sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4 \
-    --hash=sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931
diff --git a/pyproject.toml b/pyproject.toml
index 2d372fb..3829b40 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,7 +9,7 @@ packages = [{ include = "portfolio_analytics" }]
 
 
 [tool.poetry.dependencies]
-python = ">=3.10,<3.11"
+python = ">=3.12,<3.13"
 numpy = "^2.1.3"
 openpyxl = "^3.1.5"
 pandas = "^2.2.3"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 3705b99..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,206 +0,0 @@
-annotated-types==0.7.0 ; python_version >= "3.10" and python_version < "3.11"
-anyio==4.7.0 ; python_version >= "3.10" and python_version < "3.11"
-appnope==0.1.4 ; python_version >= "3.10" and python_version < "3.11" and platform_system == "Darwin"
-argon2-cffi-bindings==21.2.0 ; python_version >= "3.10" and python_version < "3.11"
-argon2-cffi==23.1.0 ; python_version >= "3.10" and python_version < "3.11"
-arrow==1.3.0 ; python_version >= "3.10" and python_version < "3.11"
-astroid==3.3.6 ; python_version >= "3.10" and python_version < "3.11"
-asttokens==3.0.0 ; python_version >= "3.10" and python_version < "3.11"
-async-lru==2.0.4 ; python_version >= "3.10" and python_version < "3.11"
-attrs==24.3.0 ; python_version >= "3.10" and python_version < "3.11"
-autoflake==2.3.1 ; python_version >= "3.10" and python_version < "3.11"
-babel==2.16.0 ; python_version >= "3.10" and python_version < "3.11"
-backports-tarfile==1.2.0 ; python_version >= "3.10" and python_version < "3.11"
-beautifulsoup4==4.12.3 ; python_version >= "3.10" and python_version < "3.11"
-black==24.10.0 ; python_version >= "3.10" and python_version < "3.11"
-bleach==6.2.0 ; python_version >= "3.10" and python_version < "3.11"
-blinker==1.9.0 ; python_version >= "3.10" and python_version < "3.11"
-certifi==2024.12.14 ; python_version >= "3.10" and python_version < "3.11"
-cffi==1.17.1 ; python_version >= "3.10" and python_version < "3.11"
-charset-normalizer==3.4.0 ; python_version >= "3.10" and python_version < "3.11"
-click-log==0.4.0 ; python_version >= "3.10" and python_version < "3.11"
-click==8.1.7 ; python_version >= "3.10" and python_version < "3.11"
-colorama==0.4.6 ; python_version >= "3.10" and python_version < "3.11"
-comm==0.2.2 ; python_version >= "3.10" and python_version < "3.11"
-contourpy==1.3.1 ; python_version >= "3.10" and python_version < "3.11"
-coverage==7.6.9 ; python_version >= "3.10" and python_version < "3.11"
-coverage[toml]==7.6.9 ; python_version >= "3.10" and python_version < "3.11"
-cryptography==44.0.0 ; python_version >= "3.10" and python_version < "3.11"
-cycler==0.12.1 ; python_version >= "3.10" and python_version < "3.11"
-dash-bootstrap-components==1.6.0 ; python_version >= "3.10" and python_version < "3.11"
-dash-core-components==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
-dash-html-components==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
-dash-table==5.0.0 ; python_version >= "3.10" and python_version < "3.11"
-dash-testing-stub==0.0.2 ; python_version >= "3.10" and python_version < "3.11"
-dash==2.18.2 ; python_version >= "3.10" and python_version < "3.11"
-dash[testing]==2.18.2 ; python_version >= "3.10" and python_version < "3.11"
-debugpy==1.8.11 ; python_version >= "3.10" and python_version < "3.11"
-decorator==5.1.1 ; python_version >= "3.10" and python_version < "3.11"
-defusedxml==0.7.1 ; python_version >= "3.10" and python_version < "3.11"
-dill==0.3.9 ; python_version >= "3.10" and python_version < "3.11"
-docutils==0.21.2 ; python_version >= "3.10" and python_version < "3.11"
-dotty-dict==1.3.1 ; python_version >= "3.10" and python_version < "3.11"
-et-xmlfile==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
-exceptiongroup==1.2.2 ; python_version >= "3.10" and python_version < "3.11"
-executing==2.1.0 ; python_version >= "3.10" and python_version < "3.11"
-fastapi==0.115.6 ; python_version >= "3.10" and python_version < "3.11"
-fastjsonschema==2.21.1 ; python_version >= "3.10" and python_version < "3.11"
-flake8==7.1.1 ; python_version >= "3.10" and python_version < "3.11"
-flask==3.0.3 ; python_version >= "3.10" and python_version < "3.11"
-fonttools==4.55.3 ; python_version >= "3.10" and python_version < "3.11"
-fqdn==1.5.1 ; python_version >= "3.10" and python_version < "3.11"
-frozendict==2.4.6 ; python_version >= "3.10" and python_version < "3.11"
-gitdb==4.0.11 ; python_version >= "3.10" and python_version < "3.11"
-gitpython==3.1.43 ; python_version >= "3.10" and python_version < "3.11"
-gunicorn==23.0.0 ; python_version >= "3.10" and python_version < "3.11"
-h11==0.14.0 ; python_version >= "3.10" and python_version < "3.11"
-html5lib==1.1 ; python_version >= "3.10" and python_version < "3.11"
-httpcore==1.0.7 ; python_version >= "3.10" and python_version < "3.11"
-httpx==0.28.1 ; python_version >= "3.10" and python_version < "3.11"
-idna==3.10 ; python_version >= "3.10" and python_version < "3.11"
-importlib-metadata==8.5.0 ; python_version >= "3.10" and python_version < "3.11"
-iniconfig==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
-invoke==2.2.0 ; python_version >= "3.10" and python_version < "3.11"
-ipykernel==6.29.5 ; python_version >= "3.10" and python_version < "3.11"
-ipython==8.30.0 ; python_version >= "3.10" and python_version < "3.11"
-ipywidgets==8.1.5 ; python_version >= "3.10" and python_version < "3.11"
-isoduration==20.11.0 ; python_version >= "3.10" and python_version < "3.11"
-isort==5.13.2 ; python_version >= "3.10" and python_version < "3.11"
-itsdangerous==2.2.0 ; python_version >= "3.10" and python_version < "3.11"
-jaraco-classes==3.4.0 ; python_version >= "3.10" and python_version < "3.11"
-jaraco-context==6.0.1 ; python_version >= "3.10" and python_version < "3.11"
-jaraco-functools==4.1.0 ; python_version >= "3.10" and python_version < "3.11"
-jedi==0.19.2 ; python_version >= "3.10" and python_version < "3.11"
-jeepney==0.8.0 ; python_version >= "3.10" and python_version < "3.11" and sys_platform == "linux"
-jinja2==3.1.4 ; python_version >= "3.10" and python_version < "3.11"
-json5==0.10.0 ; python_version >= "3.10" and python_version < "3.11"
-jsonpointer==3.0.0 ; python_version >= "3.10" and python_version < "3.11"
-jsonschema-specifications==2024.10.1 ; python_version >= "3.10" and python_version < "3.11"
-jsonschema==4.23.0 ; python_version >= "3.10" and python_version < "3.11"
-jsonschema[format-nongpl]==4.23.0 ; python_version >= "3.10" and python_version < "3.11"
-jupyter-client==8.6.3 ; python_version >= "3.10" and python_version < "3.11"
-jupyter-console==6.6.3 ; python_version >= "3.10" and python_version < "3.11"
-jupyter-core==5.7.2 ; python_version >= "3.10" and python_version < "3.11"
-jupyter-events==0.11.0 ; python_version >= "3.10" and python_version < "3.11"
-jupyter-lsp==2.2.5 ; python_version >= "3.10" and python_version < "3.11"
-jupyter-server-terminals==0.5.3 ; python_version >= "3.10" and python_version < "3.11"
-jupyter-server==2.14.2 ; python_version >= "3.10" and python_version < "3.11"
-jupyter==1.1.1 ; python_version >= "3.10" and python_version < "3.11"
-jupyterlab-pygments==0.3.0 ; python_version >= "3.10" and python_version < "3.11"
-jupyterlab-server==2.27.3 ; python_version >= "3.10" and python_version < "3.11"
-jupyterlab-widgets==3.0.13 ; python_version >= "3.10" and python_version < "3.11"
-jupyterlab==4.3.3 ; python_version >= "3.10" and python_version < "3.11"
-keyring==25.5.0 ; python_version >= "3.10" and python_version < "3.11"
-kiwisolver==1.4.7 ; python_version >= "3.10" and python_version < "3.11"
-lxml==5.3.0 ; python_version >= "3.10" and python_version < "3.11"
-markupsafe==3.0.2 ; python_version >= "3.10" and python_version < "3.11"
-matplotlib-inline==0.1.7 ; python_version >= "3.10" and python_version < "3.11"
-matplotlib==3.10.0 ; python_version >= "3.10" and python_version < "3.11"
-mccabe==0.7.0 ; python_version >= "3.10" and python_version < "3.11"
-mistune==3.0.2 ; python_version >= "3.10" and python_version < "3.11"
-more-itertools==10.5.0 ; python_version >= "3.10" and python_version < "3.11"
-multiprocess==0.70.17 ; python_version >= "3.10" and python_version < "3.11"
-multitasking==0.0.11 ; python_version >= "3.10" and python_version < "3.11"
-mypy-extensions==1.0.0 ; python_version >= "3.10" and python_version < "3.11"
-mypy==1.13.0 ; python_version >= "3.10" and python_version < "3.11"
-nbclient==0.10.1 ; python_version >= "3.10" and python_version < "3.11"
-nbconvert==7.16.4 ; python_version >= "3.10" and python_version < "3.11"
-nbformat==5.10.4 ; python_version >= "3.10" and python_version < "3.11"
-nest-asyncio==1.6.0 ; python_version >= "3.10" and python_version < "3.11"
-nh3==0.2.20 ; python_version >= "3.10" and python_version < "3.11"
-notebook-shim==0.2.4 ; python_version >= "3.10" and python_version < "3.11"
-notebook==7.3.1 ; python_version >= "3.10" and python_version < "3.11"
-numpy==2.2.0 ; python_version >= "3.10" and python_version < "3.11"
-openpyxl==3.1.5 ; python_version >= "3.10" and python_version < "3.11"
-overrides==7.7.0 ; python_version >= "3.10" and python_version < "3.11"
-packaging==24.2 ; python_version >= "3.10" and python_version < "3.11"
-pandas-stubs==2.2.3.241126 ; python_version >= "3.10" and python_version < "3.11"
-pandas==2.2.3 ; python_version >= "3.10" and python_version < "3.11"
-pandocfilters==1.5.1 ; python_version >= "3.10" and python_version < "3.11"
-parso==0.8.4 ; python_version >= "3.10" and python_version < "3.11"
-pathspec==0.12.1 ; python_version >= "3.10" and python_version < "3.11"
-peewee==3.17.8 ; python_version >= "3.10" and python_version < "3.11"
-percy==2.0.2 ; python_version >= "3.10" and python_version < "3.11"
-pexpect==4.9.0 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform != "win32" and sys_platform != "emscripten")
-pillow==11.0.0 ; python_version >= "3.10" and python_version < "3.11"
-pkginfo==1.12.0 ; python_version >= "3.10" and python_version < "3.11"
-platformdirs==4.3.6 ; python_version >= "3.10" and python_version < "3.11"
-plotly==5.24.1 ; python_version >= "3.10" and python_version < "3.11"
-pluggy==1.5.0 ; python_version >= "3.10" and python_version < "3.11"
-prometheus-client==0.21.1 ; python_version >= "3.10" and python_version < "3.11"
-prompt-toolkit==3.0.48 ; python_version >= "3.10" and python_version < "3.11"
-psutil==6.1.0 ; python_version >= "3.10" and python_version < "3.11"
-ptyprocess==0.7.0 ; python_version >= "3.10" and python_version < "3.11" and (sys_platform != "win32" and sys_platform != "emscripten" or os_name != "nt")
-pure-eval==0.2.3 ; python_version >= "3.10" and python_version < "3.11"
-pyarrow==18.1.0 ; python_version >= "3.10" and python_version < "3.11"
-pycodestyle==2.12.1 ; python_version >= "3.10" and python_version < "3.11"
-pycparser==2.22 ; python_version >= "3.10" and python_version < "3.11"
-pydantic-core==2.27.1 ; python_version >= "3.10" and python_version < "3.11"
-pydantic==2.10.3 ; python_version >= "3.10" and python_version < "3.11"
-pyflakes==3.2.0 ; python_version >= "3.10" and python_version < "3.11"
-pygments==2.18.0 ; python_version >= "3.10" and python_version < "3.11"
-pylint==3.3.2 ; python_version >= "3.10" and python_version < "3.11"
-pyparsing==3.2.0 ; python_version >= "3.10" and python_version < "3.11"
-pytest-cov==6.0.0 ; python_version >= "3.10" and python_version < "3.11"
-pytest==8.3.4 ; python_version >= "3.10" and python_version < "3.11"
-python-dateutil==2.9.0.post0 ; python_version >= "3.10" and python_version < "3.11"
-python-gitlab==3.15.0 ; python_version >= "3.10" and python_version < "3.11"
-python-json-logger==3.2.1 ; python_version >= "3.10" and python_version < "3.11"
-python-multipart==0.0.19 ; python_version >= "3.10" and python_version < "3.11"
-python-semantic-release==7.34.6 ; python_version >= "3.10" and python_version < "3.11"
-pytz==2024.2 ; python_version >= "3.10" and python_version < "3.11"
-pywin32-ctypes==0.2.3 ; python_version >= "3.10" and python_version < "3.11" and sys_platform == "win32"
-pywin32==308 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.10" and python_version < "3.11"
-pywinpty==2.0.14 ; python_version >= "3.10" and python_version < "3.11" and os_name == "nt"
-pyyaml==6.0.2 ; python_version >= "3.10" and python_version < "3.11"
-pyzmq==26.2.0 ; python_version >= "3.10" and python_version < "3.11"
-readme-renderer==44.0 ; python_version >= "3.10" and python_version < "3.11"
-referencing==0.35.1 ; python_version >= "3.10" and python_version < "3.11"
-requests-toolbelt==1.0.0 ; python_version >= "3.10" and python_version < "3.11"
-requests==2.32.3 ; python_version >= "3.10" and python_version < "3.11"
-requests[security]==2.32.3 ; python_version >= "3.10" and python_version < "3.11"
-retrying==1.3.4 ; python_version >= "3.10" and python_version < "3.11"
-rfc3339-validator==0.1.4 ; python_version >= "3.10" and python_version < "3.11"
-rfc3986-validator==0.1.1 ; python_version >= "3.10" and python_version < "3.11"
-rfc3986==2.0.0 ; python_version >= "3.10" and python_version < "3.11"
-rpds-py==0.22.3 ; python_version >= "3.10" and python_version < "3.11"
-ruff==0.7.4 ; python_version >= "3.10" and python_version < "3.11"
-secretstorage==3.3.3 ; python_version >= "3.10" and python_version < "3.11" and sys_platform == "linux"
-selenium==3.141.0 ; python_version >= "3.10" and python_version < "3.11"
-semver==2.13.0 ; python_version >= "3.10" and python_version < "3.11"
-send2trash==1.8.3 ; python_version >= "3.10" and python_version < "3.11"
-setuptools==75.6.0 ; python_version >= "3.10" and python_version < "3.11"
-six==1.17.0 ; python_version >= "3.10" and python_version < "3.11"
-smmap==5.0.1 ; python_version >= "3.10" and python_version < "3.11"
-sniffio==1.3.1 ; python_version >= "3.10" and python_version < "3.11"
-soupsieve==2.6 ; python_version >= "3.10" and python_version < "3.11"
-stack-data==0.6.3 ; python_version >= "3.10" and python_version < "3.11"
-starlette==0.41.3 ; python_version >= "3.10" and python_version < "3.11"
-tenacity==9.0.0 ; python_version >= "3.10" and python_version < "3.11"
-terminado==0.18.1 ; python_version >= "3.10" and python_version < "3.11"
-tinycss2==1.4.0 ; python_version >= "3.10" and python_version < "3.11"
-tomli-w==1.1.0 ; python_version >= "3.10" and python_version < "3.11"
-tomli==2.2.1 ; python_version >= "3.10" and python_version < "3.11"
-tomlkit==0.13.2 ; python_version >= "3.10" and python_version < "3.11"
-tornado==6.4.2 ; python_version >= "3.10" and python_version < "3.11"
-tqdm==4.67.1 ; python_version >= "3.10" and python_version < "3.11"
-traitlets==5.14.3 ; python_version >= "3.10" and python_version < "3.11"
-twine==3.8.0 ; python_version >= "3.10" and python_version < "3.11"
-types-python-dateutil==2.9.0.20241206 ; python_version >= "3.10" and python_version < "3.11"
-types-pytz==2024.2.0.20241003 ; python_version >= "3.10" and python_version < "3.11"
-types-requests==2.32.0.20241016 ; python_version >= "3.10" and python_version < "3.11"
-typing-extensions==4.12.2 ; python_version >= "3.10" and python_version < "3.11"
-tzdata==2024.2 ; python_version >= "3.10" and python_version < "3.11"
-uri-template==1.3.0 ; python_version >= "3.10" and python_version < "3.11"
-urllib3==2.2.3 ; python_version >= "3.10" and python_version < "3.11"
-uvicorn==0.34.0 ; python_version >= "3.10" and python_version < "3.11"
-waitress==3.0.2 ; python_version >= "3.10" and python_version < "3.11"
-wcwidth==0.2.13 ; python_version >= "3.10" and python_version < "3.11"
-webcolors==24.11.1 ; python_version >= "3.10" and python_version < "3.11"
-webencodings==0.5.1 ; python_version >= "3.10" and python_version < "3.11"
-websocket-client==1.8.0 ; python_version >= "3.10" and python_version < "3.11"
-werkzeug==3.0.6 ; python_version >= "3.10" and python_version < "3.11"
-wheel==0.45.1 ; python_version >= "3.10" and python_version < "3.11"
-widgetsnbextension==4.0.13 ; python_version >= "3.10" and python_version < "3.11"
-yfinance==0.2.50 ; python_version >= "3.10" and python_version < "3.11"
-zipp==3.21.0 ; python_version >= "3.10" and python_version < "3.11"