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Update app.py
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app.py
CHANGED
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@@ -13,8 +13,8 @@ def load_excel(file):
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"""
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Reads the Excel file and normalizes header names.
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Expected headers (row 1): "Player", "Role 1", "Role 2", "Role 3", "xB90".
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Returns six Dropdown components
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populated
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"""
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global df
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logging.debug("load_excel: Received file %s", file.name)
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@@ -42,21 +42,20 @@ def load_excel(file):
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# Get union of roles from all three columns.
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roles = pd.concat([df["role1"], df["role2"], df["role3"]]).dropna().unique().tolist()
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roles = sorted(roles)
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roles = [""] + roles #
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logging.debug("Roles found: %s", roles)
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# Return six dropdown components.
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return (
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True)
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)
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def update_players(selected_role):
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"""
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Given a selected role, returns a new Dropdown with players whose name appears
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in any of the role columns.
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A blank option is added.
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"""
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@@ -65,8 +64,8 @@ def update_players(selected_role):
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if df is None or not selected_role:
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return gr.Dropdown(choices=[], interactive=True)
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players = df[
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(df["role1"] == selected_role) |
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(df["role2"] == selected_role) |
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(df["role3"] == selected_role)
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]["player"].dropna().unique().tolist()
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players = sorted(players)
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@@ -76,8 +75,8 @@ def update_players(selected_role):
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def get_xb90_value(role, player):
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"""
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Returns the xB90 value for the given player and selected role.
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Searches rows where the player's name matches and the role appears in any
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"""
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global df
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logging.debug("get_xb90_value: role=%s, player=%s", role, player)
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@@ -95,18 +94,16 @@ def compute_exchange(role1, player1, pref1, role2, player2, pref2, role3, player
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Computes exchange proposals:
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- Actual value: sum of selected players’ xB90.
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- Target: actual * 1.05.
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- For each selected player, gather candidate replacements from rows where
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If no candidate meets the preferred criterion, the preference is relaxed.
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- Excludes any candidate that is among the selected players.
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- Generates candidate combinations
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"""
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global df
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logging.debug("compute_exchange: Starting computation")
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selected = []
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# Collect selected players.
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for i, (r, p, pref) in enumerate([(role1, player1, pref1), (role2, player2, pref2), (role3, player3, pref3)], start=1):
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if r and p:
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xb90_val = get_xb90_value(r, p)
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@@ -135,7 +132,6 @@ def compute_exchange(role1, player1, pref1, role2, player2, pref2, role3, player
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r = sel["role"]
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pref = sel["pref"]
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logging.debug("Gathering candidates for selected role %s with preference %s", r, pref)
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# First, try filtering by both role and preferred role if provided.
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if pref:
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candidates_df = df[
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(((df["role1"] == r) | (df["role2"] == r) | (df["role3"] == r))) &
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@@ -145,7 +141,6 @@ def compute_exchange(role1, player1, pref1, role2, player2, pref2, role3, player
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candidates = candidates_df[["player", "xb90"]].dropna().to_dict(orient="records")
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if not candidates:
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logging.debug("No candidates found matching preference %s; relaxing preference", pref)
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# Relax the preference constraint.
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candidates_df = df[
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(((df["role1"] == r) | (df["role2"] == r) | (df["role3"] == r))) &
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(~df["player"].isin(selected_names))
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@@ -157,7 +152,7 @@ def compute_exchange(role1, player1, pref1, role2, player2, pref2, role3, player
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(~df["player"].isin(selected_names))
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]
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candidates = candidates_df[["player", "xb90"]].dropna().to_dict(orient="records")
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logging.debug("Candidates for %s: %s", r, candidates)
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if not candidates:
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return f"No alternative candidates found for role '{r}' (excluding selected players)."
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candidate_lists.append(candidates)
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@@ -211,52 +206,76 @@ def compute_exchange(role1, player1, pref1, role2, player2, pref2, role3, player
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logging.debug("Exchange proposals computed successfully.")
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return output
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# Build the Gradio Blocks interface with
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with gr.Blocks(theme=gr.themes.Soft(), css="""
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-
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.gradio-
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@media (max-width: 600px) {
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.gradio-container { padding: 10px; }
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.gradio-interface { padding: 10px; }
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}
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""") as demo:
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gr.Markdown("<h2 style='text-align:center;'>
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gr.Markdown("<p style='text-align:center;'>
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file_input = gr.File(label="
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with gr.Row():
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with gr.Column():
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role1 = gr.Dropdown(label="
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player1 = gr.Dropdown(label="
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xb90_1 = gr.Textbox(label="xB90
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pref1 = gr.Dropdown(label="
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with gr.Column():
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role2 = gr.Dropdown(label="
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player2 = gr.Dropdown(label="
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xb90_2 = gr.Textbox(label="xB90
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pref2 = gr.Dropdown(label="
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with gr.Column():
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role3 = gr.Dropdown(label="
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player3 = gr.Dropdown(label="
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xb90_3 = gr.Textbox(label="xB90
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pref3 = gr.Dropdown(label="
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# When file is uploaded, update all six dropdowns with the union of roles.
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file_input.change(fn=load_excel, inputs=file_input, outputs=[role1, role2, role3, pref1, pref2, pref3])
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# When a role is selected, update the corresponding player dropdown.
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role1.change(fn=update_players, inputs=role1, outputs=player1)
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role2.change(fn=update_players, inputs=role2, outputs=player2)
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role3.change(fn=update_players, inputs=role3, outputs=player3)
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# When a player is selected, display the xB90 value.
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player1.change(fn=get_xb90_value, inputs=[role1, player1], outputs=xb90_1)
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player2.change(fn=get_xb90_value, inputs=[role2, player2], outputs=xb90_2)
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player3.change(fn=get_xb90_value, inputs=[role3, player3], outputs=xb90_3)
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exchange_button = gr.Button("
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output_box = gr.Textbox(label="
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exchange_button.click(
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fn=compute_exchange,
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@@ -264,5 +283,5 @@ with gr.Blocks(theme=gr.themes.Soft(), css="""
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outputs=output_box,
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)
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# Launch the app with debug
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demo.launch(debug=True)
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"""
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Reads the Excel file and normalizes header names.
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Expected headers (row 1): "Player", "Role 1", "Role 2", "Role 3", "xB90".
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Returns six Dropdown components: three for selected roles and three for preferred proposal roles,
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populated from the union of roles in all role columns (with a blank option prepended).
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"""
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global df
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logging.debug("load_excel: Received file %s", file.name)
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# Get union of roles from all three columns.
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roles = pd.concat([df["role1"], df["role2"], df["role3"]]).dropna().unique().tolist()
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roles = sorted(roles)
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roles = [""] + roles # Prepend blank option.
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logging.debug("Roles found: %s", roles)
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return (
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True),
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gr.Dropdown(choices=roles, interactive=True)
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)
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def update_players(selected_role):
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"""
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Given a selected role, returns a new Dropdown with players whose name appears
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in any of the role columns.
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A blank option is added.
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"""
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if df is None or not selected_role:
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return gr.Dropdown(choices=[], interactive=True)
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players = df[
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(df["role1"] == selected_role) |
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(df["role2"] == selected_role) |
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(df["role3"] == selected_role)
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]["player"].dropna().unique().tolist()
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players = sorted(players)
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def get_xb90_value(role, player):
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"""
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Returns the xB90 value (as a string) for the given player and selected role.
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Searches rows where the player's name matches and the role appears in any column.
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"""
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global df
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logging.debug("get_xb90_value: role=%s, player=%s", role, player)
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Computes exchange proposals:
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- Actual value: sum of selected players’ xB90.
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- Target: actual * 1.05.
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- For each selected player, gather candidate replacements from rows where the candidate
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has the selected role (in any column) and, if a preferred proposal role is provided,
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it must match. If no candidate meets the preferred criterion, the preference is relaxed.
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- Excludes any candidate that is among the selected players.
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- Generates candidate combinations and selects up to three proposals ensuring that no candidate
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appears in more than one proposal.
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"""
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global df
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logging.debug("compute_exchange: Starting computation")
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selected = []
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for i, (r, p, pref) in enumerate([(role1, player1, pref1), (role2, player2, pref2), (role3, player3, pref3)], start=1):
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if r and p:
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xb90_val = get_xb90_value(r, p)
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r = sel["role"]
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pref = sel["pref"]
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logging.debug("Gathering candidates for selected role %s with preference %s", r, pref)
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if pref:
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candidates_df = df[
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(((df["role1"] == r) | (df["role2"] == r) | (df["role3"] == r))) &
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candidates = candidates_df[["player", "xb90"]].dropna().to_dict(orient="records")
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if not candidates:
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logging.debug("No candidates found matching preference %s; relaxing preference", pref)
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candidates_df = df[
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(((df["role1"] == r) | (df["role2"] == r) | (df["role3"] == r))) &
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(~df["player"].isin(selected_names))
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(~df["player"].isin(selected_names))
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]
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candidates = candidates_df[["player", "xb90"]].dropna().to_dict(orient="records")
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logging.debug("Candidates for role %s: %s", r, candidates)
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if not candidates:
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return f"No alternative candidates found for role '{r}' (excluding selected players)."
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candidate_lists.append(candidates)
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logging.debug("Exchange proposals computed successfully.")
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return output
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# Build the Gradio Blocks interface with advanced custom CSS.
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with gr.Blocks(theme=gr.themes.Soft(), css="""
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@import url('https://fonts.googleapis.com/css2?family=Montserrat:wght@400;700&display=swap');
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body, .gradio-container {
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font-family: 'Montserrat', sans-serif;
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}
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.gradio-container {
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background: linear-gradient(rgba(0,0,0,0.6), rgba(0,0,0,0.6)), url('https://source.unsplash.com/1600x900/?football') no-repeat center center fixed;
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background-size: cover;
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}
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.gradio-interface {
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background-color: rgba(255, 255, 255, 0.95) !important;
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border-radius: 10px;
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padding: 20px;
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box-shadow: 0 4px 12px rgba(0, 0, 0, 0.5);
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}
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h2, h3, h4, p {
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color: #FFD700;
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text-shadow: 1px 1px 4px rgba(0,0,0,0.8);
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}
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.gr-button {
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background-color: #006400 !important;
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color: #FFF !important;
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border: none !important;
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border-radius: 5px !important;
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padding: 10px 20px !important;
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font-size: 1.1em !important;
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cursor: pointer !important;
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transition: background-color 0.3s ease !important;
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}
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.gr-button:hover {
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background-color: #228B22 !important;
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}
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@media (max-width: 600px) {
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.gradio-container { padding: 10px; }
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.gradio-interface { padding: 10px; }
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}
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""") as demo:
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gr.Markdown("<h2 style='text-align:center;'>Fantastico Calcio Andria - il foglietto dell'uomo algoritmo</h2>")
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gr.Markdown("<p style='text-align:center;'>Carica il file Excel con i dati dei giocatori. La prima riga deve contenere le intestazioni: 'Player', 'Role 1', 'Role 2', 'Role 3', 'xB90'.</p>")
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file_input = gr.File(label="Carica file Excel (.xlsx)", file_types=[".xlsx"])
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with gr.Row():
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with gr.Column():
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role1 = gr.Dropdown(label="Ruolo per Giocatore 1", choices=[], interactive=True)
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player1 = gr.Dropdown(label="Giocatore 1", choices=[], interactive=True)
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xb90_1 = gr.Textbox(label="xB90 per Giocatore 1", interactive=False)
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pref1 = gr.Dropdown(label="Ruolo Preferito per Proposta (1)", choices=[], interactive=True)
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with gr.Column():
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role2 = gr.Dropdown(label="Ruolo per Giocatore 2 (Opzionale)", choices=[], interactive=True)
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player2 = gr.Dropdown(label="Giocatore 2 (Opzionale)", choices=[], interactive=True)
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xb90_2 = gr.Textbox(label="xB90 per Giocatore 2", interactive=False)
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pref2 = gr.Dropdown(label="Ruolo Preferito per Proposta (2)", choices=[], interactive=True)
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with gr.Column():
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role3 = gr.Dropdown(label="Ruolo per Giocatore 3 (Opzionale)", choices=[], interactive=True)
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player3 = gr.Dropdown(label="Giocatore 3 (Opzionale)", choices=[], interactive=True)
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xb90_3 = gr.Textbox(label="xB90 per Giocatore 3", interactive=False)
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pref3 = gr.Dropdown(label="Ruolo Preferito per Proposta (3)", choices=[], interactive=True)
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file_input.change(fn=load_excel, inputs=file_input, outputs=[role1, role2, role3, pref1, pref2, pref3])
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role1.change(fn=update_players, inputs=role1, outputs=player1)
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role2.change(fn=update_players, inputs=role2, outputs=player2)
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role3.change(fn=update_players, inputs=role3, outputs=player3)
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player1.change(fn=get_xb90_value, inputs=[role1, player1], outputs=xb90_1)
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player2.change(fn=get_xb90_value, inputs=[role2, player2], outputs=xb90_2)
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player3.change(fn=get_xb90_value, inputs=[role3, player3], outputs=xb90_3)
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exchange_button = gr.Button("Calcola Proposte di Scambio")
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output_box = gr.Textbox(label="Proposte di Scambio", lines=14)
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exchange_button.click(
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fn=compute_exchange,
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outputs=output_box,
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)
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# Launch the app with debug enabled.
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demo.launch(debug=True)
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