pmat 3.11.0

PMAT - Zero-config AI context generation and code quality toolkit (CLI, MCP, HTTP)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153

//! Detailed and JSON format output for defect predictions

use crate::services::defect_probability::DefectScore;
use anyhow::Result;

/// Format predictions as JSON
pub(crate) fn format_defect_json(
    predictions: &[(String, DefectScore)],
    elapsed: std::time::Duration,
) -> Result<String> {
    let report = serde_json::json!({
        "analysis_type": "defect_prediction",
        "summary": {
            "total_files_analyzed": predictions.len(),
            "high_risk_files": predictions.iter().filter(|(_, s)| s.probability > 0.7).count(),
            "medium_risk_files": predictions.iter().filter(|(_, s)| s.probability > 0.3 && s.probability <= 0.7).count(),
            "low_risk_files": predictions.iter().filter(|(_, s)| s.probability <= 0.3).count(),
            "analysis_time_ms": elapsed.as_millis(),
        },
        "predictions": predictions.iter().map(|(file, score)| {
            serde_json::json!({
                "file": file,
                "probability": score.probability,
                "confidence": score.confidence,
                "risk_level": format!("{:?}", score.risk_level),
                "contributing_factors": score.contributing_factors,
                "recommendations": score.recommendations,
            })
        }).collect::<Vec<_>>(),
    });

    Ok(serde_json::to_string_pretty(&report)?)
}

/// Format predictions as detailed report
pub(crate) fn format_defect_detailed(
    predictions: &[(String, DefectScore)],
    elapsed: std::time::Duration,
    include_recommendations: bool,
) -> Result<String> {
    let mut output = String::new();

    write_detailed_header(&mut output)?;

    for (file, score) in predictions {
        write_file_details(&mut output, file, score, include_recommendations)?;
    }

    write_analysis_footer(&mut output, elapsed)?;
    Ok(output)
}

/// Write detailed report header
pub(crate) fn write_detailed_header(output: &mut String) -> Result<()> {
    use std::fmt::Write;
    writeln!(output, "🔮 Defect Prediction Detailed Report")?;
    writeln!(output, "===================================")?;
    writeln!(output)?;
    Ok(())
}

/// Write details for a single file
pub(crate) fn write_file_details(
    output: &mut String,
    file: &str,
    score: &DefectScore,
    include_recommendations: bool,
) -> Result<()> {
    use std::fmt::Write;

    writeln!(output, "📄 File: {file}")?;
    write_risk_level(output, score)?;
    write_confidence_level(output, score)?;
    write_contributing_factors(output, score)?;

    if include_recommendations {
        write_recommendations(output, score)?;
    }

    writeln!(output)?;
    Ok(())
}

/// Write risk level information
pub(crate) fn write_risk_level(output: &mut String, score: &DefectScore) -> Result<()> {
    use std::fmt::Write;
    let risk_display = format_risk_level_display(&score.risk_level);
    writeln!(
        output,
        "   Risk Level: {} ({:.1}%)",
        risk_display,
        score.probability * 100.0
    )?;
    Ok(())
}

/// Format risk level for display
pub(crate) fn format_risk_level_display(
    risk_level: &crate::services::defect_probability::RiskLevel,
) -> &'static str {
    match risk_level {
        crate::services::defect_probability::RiskLevel::High => "🔴 HIGH",
        crate::services::defect_probability::RiskLevel::Medium => "🟡 MEDIUM",
        crate::services::defect_probability::RiskLevel::Low => "🟢 LOW",
    }
}

/// Write confidence level information
pub(crate) fn write_confidence_level(output: &mut String, score: &DefectScore) -> Result<()> {
    use std::fmt::Write;
    writeln!(output, "   Confidence: {:.1}%", score.confidence * 100.0)?;
    Ok(())
}

/// Write contributing factors section
pub(crate) fn write_contributing_factors(output: &mut String, score: &DefectScore) -> Result<()> {
    use std::fmt::Write;

    if score.contributing_factors.is_empty() {
        return Ok(());
    }

    writeln!(output, "   Contributing Factors:")?;
    for (factor, weight) in &score.contributing_factors {
        writeln!(output, "     - {}: {:.1}%", factor, weight * 100.0)?;
    }
    Ok(())
}

/// Write recommendations section
pub(crate) fn write_recommendations(output: &mut String, score: &DefectScore) -> Result<()> {
    use std::fmt::Write;

    if score.recommendations.is_empty() {
        return Ok(());
    }

    writeln!(output, "   Recommendations:")?;
    for rec in &score.recommendations {
        writeln!(output, "     • {rec}")?;
    }
    Ok(())
}

/// Write analysis footer with timing
pub(crate) fn write_analysis_footer(
    output: &mut String,
    elapsed: std::time::Duration,
) -> Result<()> {
    use std::fmt::Write;
    writeln!(output, "⏱️  Analysis time: {elapsed:.2?}")?;
    Ok(())
}