Testing streamlit deploy

requirements.txt

@@ -1,42 +1,80 @@
+altair==5.3.0
 appdirs==1.4.4
 asgiref==3.7.2
+attrs==23.2.0
 beautifulsoup4==4.12.3
+blinker==1.7.0
+cachetools==5.3.3
 certifi==2023.5.7
 charset-normalizer==3.1.0
+click==8.1.7
+contourpy==1.2.0
 coverage==7.4.3
+cycler==0.12.1
 Django==4.1.12
 django-admin-volt==1.0.10
 exceptiongroup==1.1.1
+Flask==3.0.2
+fonttools==4.50.0
 frozendict==2.4.0
+gitdb==4.0.11
+GitPython==3.1.43
 gunicorn==21.2.0
 html5lib==1.1
 idna==3.4
 iniconfig==2.0.0
 install==1.3.5
+itsdangerous==2.1.2
+Jinja2==3.1.3
 jmespath==1.0.1
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+kiwisolver==1.4.5
 lxml==4.9.3
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.8.3
+mdurl==0.1.2
 multitasking==0.0.11
 mypy==1.8.0
 mypy-extensions==1.0.0
 numpy==1.26.4
 packaging==23.1
 pandas==2.2.1
 pandas-stubs==2.2.0.240218
+patsy==0.5.6
 peewee==3.17.1
+pillow==10.2.0
+plotly==5.20.0
 pluggy==1.0.0
-psycopg2==2.9.9
+protobuf==4.25.3
 psycopg2-binary==2.9.9
+pyarrow==15.0.2
+pydeck==0.8.1b0
+Pygments==2.17.2
+pyparsing==3.1.2
 pytest==7.3.1
 pytest-cov==4.1.0
 python-dateutil==2.8.2
 python-dotenv==1.0.0
 pytz==2023.3
+referencing==0.34.0
 requests==2.31.0
+rich==13.7.1
+rpds-py==0.18.0
 ruff==0.3.0
+scipy==1.13.0
 six==1.16.0
+smmap==5.0.1
 soupsieve==2.5
 sqlparse==0.4.4
+statsmodels==0.14.1
+streamlit==1.33.0
+tenacity==8.2.3
+toml==0.10.2
 tomli==2.0.1
+toolz==0.12.1
+tornado==6.4
 types-openpyxl==3.1.0.20240301
 types-psycopg2==2.9.21.20240311
 types-pytz==2024.1.0.20240203
@@ -45,6 +83,8 @@ typing_extensions==4.8.0
 tzdata==2023.3
 urllib3==2.0.2
 utils==1.0.1
+watchdog==4.0.0
 webencodings==0.5.1
+Werkzeug==3.0.2
 whitenoise==6.5.0
 yfinance==0.2.37

streamlit_app.py

@@ -0,0 +1,46 @@
+"""This module configures the streamlit web app."""
+import json
+import requests
+import plotly.express as px # type: ignore[import-untyped] # pylint: disable=E0401
+import pandas as pd
+import streamlit as st # type: ignore[import-untyped] # pylint: disable=E0401
+
+
+company_list_response: requests.Response = requests.get(
+    "http://core-modules:5000/model/generate_company_list"
+    )
+company_list: list = company_list_response.json()
+st.write("Hello, let's learn more about a company together!")
+company = st.selectbox("Pick a company", [None] + company_list)
+st.write("You selected:", company)
+
+if company:
+    payload: dict = {"company": company}
+    update_response: requests.Response = requests.post(
+        "http://core-modules:5000/update_data", json=payload
+        )
+    price: float = update_response.json()["price"]
+    news: list = update_response.json()["news"]
+    st.sidebar.write(f"{company}'s most recent price: {price}")
+
+    news_container = st.sidebar.container()
+    for article in news:
+        news_container.markdown(f"- [{article['title']}]({article['url']})")
+
+    chart_data: dict = json.loads(update_response.json()["graph"])
+    date: dict
+    close: dict
+    date, close = chart_data["date"].values(), chart_data["close"].values()
+    df = pd.DataFrame(close, date)
+
+    fig = px.line(df)
+
+    fig.update_layout(
+        title=company,
+        xaxis_title='Date',
+        yaxis_title='Close',
+        width=800,
+        height=600
+    )
+
+    st.plotly_chart(fig)