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Update src/streamlit_app.py

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  1. src/streamlit_app.py +66 -38
src/streamlit_app.py CHANGED
@@ -1,40 +1,68 @@
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- import altair as alt
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- import numpy as np
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- import pandas as pd
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  import streamlit as st
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- """
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- # Welcome to Streamlit!
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-
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- Edit `/streamlit_app.py` to customize this app to your heart's desire :heart:.
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- If you have any questions, checkout our [documentation](https://docs.streamlit.io) and [community
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- forums](https://discuss.streamlit.io).
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-
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- In the meantime, below is an example of what you can do with just a few lines of code:
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- """
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-
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- num_points = st.slider("Number of points in spiral", 1, 10000, 1100)
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- num_turns = st.slider("Number of turns in spiral", 1, 300, 31)
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-
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- indices = np.linspace(0, 1, num_points)
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- theta = 2 * np.pi * num_turns * indices
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- radius = indices
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-
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- x = radius * np.cos(theta)
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- y = radius * np.sin(theta)
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-
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- df = pd.DataFrame({
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- "x": x,
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- "y": y,
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- "idx": indices,
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- "rand": np.random.randn(num_points),
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- })
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-
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- st.altair_chart(alt.Chart(df, height=700, width=700)
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- .mark_point(filled=True)
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- .encode(
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- x=alt.X("x", axis=None),
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- y=alt.Y("y", axis=None),
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- color=alt.Color("idx", legend=None, scale=alt.Scale()),
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- size=alt.Size("rand", legend=None, scale=alt.Scale(range=[1, 150])),
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- ))
 
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+
 
 
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  import streamlit as st
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+ import pandas as pd
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+ from nba_data import get_player_id, get_player_stats
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+ import altair as alt
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+
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+ st.set_page_config(page_title="NBA Head-to-Head", page_icon="πŸ€")
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+ st.title("πŸ€ NBA Head-to-Head Player Comparison")
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+
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+ # --- Player 1 ---
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+ player_1 = st.text_input("πŸ”Ž Player 1 Full Name", key="player_1")
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+ player_2 = st.text_input("πŸ†š Player 2 Full Name", key="player_2")
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+
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+ stats_1 = None
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+ stats_2 = None
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+ season_selected = None
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+
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+ if player_1 and player_2:
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+ player_1_id = get_player_id(player_1)
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+ player_2_id = get_player_id(player_2)
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+
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+ if player_1_id and player_2_id:
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+ stats_1 = get_player_stats(player_1_id)
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+ stats_2 = get_player_stats(player_2_id)
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+
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+ common_seasons = sorted(
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+ list(set(stats_1["SEASON_ID"]).intersection(set(stats_2["SEASON_ID"]))), reverse=True
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+ )
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+
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+ if common_seasons:
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+ season_selected = st.selectbox("πŸ“… Select Season", common_seasons)
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+
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+ df_1 = stats_1[stats_1["SEASON_ID"] == season_selected]
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+ df_2 = stats_2[stats_2["SEASON_ID"] == season_selected]
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+
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+ st.subheader(f"πŸ“Š {player_1} vs {player_2} - {season_selected}")
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+ combined = pd.DataFrame({
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+ "Stat": ["PTS", "AST", "REB", "STL", "BLK"],
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+ player_1: [
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+ float(df_1["PTS"].values[0]),
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+ float(df_1["AST"].values[0]),
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+ float(df_1["REB"].values[0]),
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+ float(df_1["STL"].values[0]),
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+ float(df_1["BLK"].values[0]),
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+ ],
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+ player_2: [
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+ float(df_2["PTS"].values[0]),
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+ float(df_2["AST"].values[0]),
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+ float(df_2["REB"].values[0]),
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+ float(df_2["STL"].values[0]),
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+ float(df_2["BLK"].values[0]),
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+ ],
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+ })
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+
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+ chart_data = combined.melt("Stat", var_name="Player", value_name="Value")
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+
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+ chart = alt.Chart(chart_data).mark_bar().encode(
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+ x="Stat:N",
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+ y="Value:Q",
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+ color="Player:N",
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+ tooltip=["Player", "Stat", "Value"]
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+ ).properties(width=600, height=400)
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+ st.altair_chart(chart, use_container_width=True)
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+ else:
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+ st.warning("These players do not have overlapping seasons.")
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+ else:
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+ st.error("One or both players not found.")