Devin/1737021322 add statistics feature

[ChengranYan]

🔥 ProTable Statistics Feature

🚀 What problem does this PR solve?

This PR adds a powerful statistics feature to ProTable, allowing users to analyze column data directly from the table interface. The feature provides:

• Statistical analysis for numeric and categorical columns
• Interactive distribution visualizations
• Automatic data type detection
• Performance optimized calculations
• Non-intrusive UI with column header icons

🔍 Screenshots

+-------+--------+-------------+
| Name  | Age ⚡ | Status ⚡   |
+-------+--------+-------------+
| User1 | 25     | Active      |
| User2 | 30     | Inactive    |
| User3 | 28     | Pending     |
+-------+--------+-------------+

📝 Usage Example

import { ProTable } from '@ant-design/pro-components';

const columns = [
  {
    title: 'Age',
    dataIndex: 'age',
    statistics: {
      average: true,
      median: true,
      distribution: true,
      chartType: 'bar'
    }
  },
  {
    title: 'Status',
    dataIndex: 'status',
    statistics: {
      mode: true,
      distribution: true,
      chartType: 'pie'
    }
  }
];

export default () => (
  <ProTable
    columns={columns}
    // ... other props
  />
);

🛠 Implementation Details

1. Added StatisticsConfig interface for column configuration:

interface StatisticsConfig {
  average?: boolean;
  median?: boolean;
  mode?: boolean;
  distribution?: boolean;
  chartType?: 'bar' | 'pie' | 'line';
}

2. Enhanced column rendering with statistics icon and modal:

• Added statistics icon to column headers
• Implemented data analysis modal
• Added distribution visualization

3. Performance optimizations:

• Memoized calculations
• Efficient data type detection
• Optimized for large datasets

🔗 Demo

You can try out the feature at our deployed demo:
https://antd-pro-table-app-4bsubyvg.devinapps.com

📚 Documentation

Added comprehensive documentation:

• API reference in typing.ts
• Usage examples in demo file
• Implementation details in component files

🎯 Breaking Changes

None. This is a non-breaking enhancement that maintains backward compatibility.

Link to Devin run

https://app.devin.ai/sessions/9922c522576e4bc9bf310af8101a7ae5

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