期末-全自动艺术评分系统-1

Finnal/AutoArtRatingSystem.py

@@ -0,0 +1,213 @@
+import tkinter as tk
+from tkinter import ttk, messagebox, scrolledtext
+import numpy as np
+from collections import defaultdict
+
+
+class AutoArtRatingSystem:
+    """全自动艺术评分系统核心逻辑"""
+
+    def __init__(self):
+        self.scores = {}  # {作品ID: [评分1, 评分2, ...]}
+        self.effective_scores = {}  # {作品ID: 有效得分}
+        self.ranked_works = []  # [(作品ID, 得分), ...] 按得分降序排列
+        self.judge_stats = {}  # {评委ID: {'平均打分':..., '得分范围':..., '离散程度':..., '异常评分':...}}
+
+    def auto_calculate(self):
+        """自动执行所有统计分析"""
+        if not self.scores:
+            return
+
+        # 1. 计算有效得分（自动去掉最高最低分）
+        self.effective_scores = {
+            pid: round(
+                sum(sorted(score_list)[1:-1]) / max(1, len(score_list) - 2),
+                2
+            )
+            for pid, score_list in self.scores.items()
+        }
+
+        # 2. 自动生成作品排名
+        self.ranked_works = sorted(
+            self.effective_scores.items(),
+            key=lambda x: x[1],
+            reverse=True
+        )
+
+        # 3. 自动分析评委打分
+        judge_scores = defaultdict(list)
+        for pid, score_list in self.scores.items():
+            for judge_idx, score in enumerate(score_list):
+                judge_id = f"评委{judge_idx + 1}"
+                judge_scores[judge_id].append(score)
+
+        self.judge_stats = {}
+        for judge_id, score_list in judge_scores.items():
+            avg = round(np.mean(score_list), 2)
+            score_range = f"{min(score_list)}-{max(score_list)}"
+            std_dev = round(np.std(score_list), 2)
+
+            # 自动识别异常评分（超出均值±1.5标准差）
+            threshold = 1.5 * std_dev
+            outliers = [
+                s for s in score_list
+                if not (avg - threshold <= s <= avg + threshold)
+            ]
+            self.judge_stats[judge_id] = {
+                '平均打分': avg,
+                '得分范围': score_range,
+                '离散程度': std_dev,
+                '异常评分': outliers if outliers else "无"
+            }
+
+    def get_report(self):
+        """获取完整统计报告"""
+        self.auto_calculate()
+        report = "=== 自动艺术评分统计报告 ===\n\n"
+
+        # 1. 有效得分详情
+        report += "【有效得分计算】\n"
+        for pid, score in self.effective_scores.items():
+            raw_scores = self.scores[pid]
+            report += f"作品 {pid}: 原始评分[{', '.join(map(str, raw_scores))}] "
+            report += f"→ 有效得分{score}\n"
+        report += "\n"
+
+        # 2. 作品排名
+        report += "【作品最终排名】\n"
+        for rank, (pid, score) in enumerate(self.ranked_works, 1):
+            report += f"第{rank}名: 作品{pid} ({score}分)\n"
+        report += "\n"
+
+        # 3. 评委分析
+        report += "【评委评分分析】\n"
+        for judge_id, stats in self.judge_stats.items():
+            report += f"{judge_id}:\n"
+            report += f" • 平均打分: {stats['平均打分']}\n"
+            report += f" • 得分范围: {stats['得分范围']}\n"
+            report += f" • 离散程度: {stats['离散程度']}\n"
+            outliers = stats['异常评分']
+            outliers_str = ', '.join(map(str, outliers)) if isinstance(outliers, list) else outliers
+            report += f" • 异常评分: {outliers_str}\n\n"
+        return report
+
+
+class AutoRatingApp:
+    """全自动艺术评分系统GUI界面"""
+
+    def __init__(self, root):
+        self.root = root
+        self.root.title("全自动艺术评分系统")
+        self.root.geometry("900x700")
+
+        self.rating_system = AutoArtRatingSystem()
+
+        # 输入区域
+        input_frame = ttk.LabelFrame(root, text="评分数据输入")
+        input_frame.pack(fill="x", padx=10, pady=5)
+
+        # 作品ID输入
+        ttk.Label(input_frame, text="作品ID:").grid(row=0, column=0, padx=5, sticky="e")
+        self.piece_id = tk.StringVar()
+        ttk.Entry(input_frame, textvariable=self.piece_id, width=10).grid(row=0, column=1, padx=5)
+
+        # 评委评分输入
+        ttk.Label(input_frame, text="评委评分(空格分隔):").grid(row=0, column=2, padx=5, sticky="e")
+        self.scores_input = tk.StringVar()
+        ttk.Entry(input_frame, textvariable=self.scores_input, width=40).grid(row=0, column=3, padx=5)
+
+        # 添加按钮
+        ttk.Button(input_frame, text="添加评分", command=self.add_score).grid(row=0, column=4, padx=10)
+
+        # 数据展示区
+        data_frame = ttk.LabelFrame(root, text="当前评分数据")
+        data_frame.pack(fill="both", expand=True, padx=10, pady=5)
+
+        # 数据表格
+        columns = ("作品ID", "评委评分", "有效得分")
+        self.tree = ttk.Treeview(data_frame, columns=columns, show="headings")
+        for col in columns:
+            self.tree.heading(col, text=col)
+            self.tree.column(col, width=150 if col == "评委评分" else 100)
+        self.tree.pack(fill="both", expand=True)
+
+        # 报告区域
+        report_frame = ttk.LabelFrame(root, text="自动统计报告")
+        report_frame.pack(fill="both", expand=True, padx=10, pady=5)
+
+        self.report_text = scrolledtext.ScrolledText(report_frame, wrap=tk.WORD, width=80, height=15)
+        self.report_text.pack(fill="both", expand=True)
+
+        # 底部按钮
+        btn_frame = tk.Frame(root)
+        btn_frame.pack(fill="x", padx=10, pady=5)
+
+        ttk.Button(btn_frame, text="清除所有数据", command=self.clear_data).pack(side="left", padx=5)
+        ttk.Button(btn_frame, text="刷新报告", command=self.update_report).pack(side="right", padx=5)
+
+    def validate_input(self):
+        """自动验证输入数据"""
+        piece_id = self.piece_id.get().strip()
+        score_str = self.scores_input.get().strip()
+
+        if not piece_id:
+            messagebox.showerror("错误", "作品ID不能为空")
+            return None
+        if piece_id in self.rating_system.scores:
+            messagebox.showerror("错误", f"作品 {piece_id} 已存在")
+            return None
+        try:
+            scores = list(map(float, score_str.split()))
+            if len(scores) < 3:
+                messagebox.showerror("错误", "至少需要3个评委评分")
+                return None
+            if any(s < 0 or s > 100 for s in scores):
+                messagebox.showerror("错误", "评分必须在0-100之间")
+                return None
+            return piece_id, scores
+        except ValueError:
+            messagebox.showerror("错误", "评分必须是数字，用空格分隔")
+            return None
+
+    def add_score(self):
+        """添加评分数据并自动更新统计"""
+        data = self.validate_input()
+        if not data:
+            return
+        piece_id, scores = data
+        self.rating_system.scores[piece_id] = scores
+
+        # 更新表格显示
+        self.tree.insert(
+            "", "end",
+            values=(
+                piece_id,
+                ", ".join(map(str, scores)),
+                self.rating_system.effective_scores.get(piece_id, "计算中...")
+            )
+        )
+
+        # 清空输入框
+        self.piece_id.set("")
+        self.scores_input.set("")
+
+        # 自动更新报告
+        self.update_report()
+
+    def update_report(self):
+        """自动更新统计报告"""
+        self.report_text.delete(1.0, tk.END)
+        self.report_text.insert(tk.END, self.rating_system.get_report())
+
+    def clear_data(self):
+        """清除所有数据并重置界面"""
+        self.rating_system = AutoArtRatingSystem()
+        self.tree.delete(*self.tree.get_children())
+        self.report_text.delete(1.0, tk.END)
+        messagebox.showinfo("提示", "所有数据已清除")
+
+
+if __name__ == "__main__":
+    root = tk.Tk()
+    app = AutoRatingApp(root)
+    root.mainloop()

Finnal/Note.md

@@ -0,0 +1,5 @@
+## 全自动艺术评分系统 - AutoArtRatingSystem.py
+```shell
+pip install numpy pyinstaller
+pyinstaller -F --windowed --hidden-import=tkinter --hidden-import=numpy "AutoArtRatingSystem.py"
+```