apex-public/internal/patterns/patterns.go

package patterns

import (
	"database/sql"
	"fmt"
	"sort"
	"strings"
)

type Stats struct {
	TotalApplications  int
	GhostRate          float64
	AvgScore           float64
	ScoreDistribution  []Bucket
	TopSources         []SourceStat
	TopArchetypes      []ArchetypeStat
	StatusBreakdown    []StatusStat
	HighScoreGhosts    []Job
}

type Bucket struct {
	Range string
	Count int
}

type SourceStat struct {
	Source   string
	Count    int
	AvgScore float64
}

type ArchetypeStat struct {
	Archetype string
	Count     int
	AvgScore  float64
}

type StatusStat struct {
	Status string
	Count  int
}

type Job struct {
	Company   string
	Title     string
	Score     float64
	AppliedAt string
}

// Analyze computes all statistics via direct SQL GROUP BY queries.
func Analyze(db *sql.DB) (Stats, error) {
	stats := Stats{}

	// Total applications
	var total int
	err := db.QueryRow(`SELECT COUNT(*) FROM applications`).Scan(&total)
	if err != nil {
		return stats, fmt.Errorf("total count: %w", err)
	}
	stats.TotalApplications = total

	// Average score
	var avgScore sql.NullFloat64
	err = db.QueryRow(`SELECT AVG(score) FROM applications WHERE score IS NOT NULL`).Scan(&avgScore)
	if err != nil {
		return stats, fmt.Errorf("avg score: %w", err)
	}
	if avgScore.Valid {
		stats.AvgScore = avgScore.Float64
	}

	// Ghost rate: COUNT(Applied) / COUNT(Applied|Responded|Interview|Offer|Rejected)
	if err := computeGhostRate(db, &stats); err != nil {
		return stats, fmt.Errorf("ghost rate: %w", err)
	}

	// Score distribution
	if err := computeScoreDistribution(db, &stats); err != nil {
		return stats, fmt.Errorf("score distribution: %w", err)
	}

	// Top sources
	if err := computeTopSources(db, &stats); err != nil {
		return stats, fmt.Errorf("top sources: %w", err)
	}

	// Top archetypes
	if err := computeTopArchetypes(db, &stats); err != nil {
		return stats, fmt.Errorf("top archetypes: %w", err)
	}

	// Status breakdown
	if err := computeStatusBreakdown(db, &stats); err != nil {
		return stats, fmt.Errorf("status breakdown: %w", err)
	}

	// High-score ghosts
	if err := computeHighScoreGhosts(db, &stats); err != nil {
		return stats, fmt.Errorf("high score ghosts: %w", err)
	}

	return stats, nil
}

func computeGhostRate(db *sql.DB, stats *Stats) error {
	var applied, progressed int
	err := db.QueryRow(`
		SELECT
			COUNT(CASE WHEN status = 'Applied' THEN 1 END),
			COUNT(CASE WHEN status IN ('Applied','Responded','Interview','Offer','Rejected') THEN 1 END)
		FROM applications
	`).Scan(&applied, &progressed)
	if err != nil {
		return err
	}
	if progressed > 0 {
		stats.GhostRate = float64(applied) / float64(progressed)
	}
	return nil
}

func computeScoreDistribution(db *sql.DB, stats *Stats) error {
	rows, err := db.Query(`
		SELECT
			CASE
				WHEN score >= 4.0 THEN '4.0-5.0'
				WHEN score >= 3.0 THEN '3.0-4.0'
				WHEN score >= 2.0 THEN '2.0-3.0'
				ELSE '0.0-2.0'
			END AS range,
			COUNT(*) AS count
		FROM applications
		WHERE score IS NOT NULL
		GROUP BY range
		ORDER BY range DESC
	`)
	if err != nil {
		return err
	}
	defer rows.Close()

	for rows.Next() {
		var r string
		var count int
		if err := rows.Scan(&r, &count); err != nil {
			return err
		}
		stats.ScoreDistribution = append(stats.ScoreDistribution, Bucket{
			Range: r,
			Count: count,
		})
	}
	return rows.Err()
}

func computeTopSources(db *sql.DB, stats *Stats) error {
	rows, err := db.Query(`
		SELECT
			j.source,
			COUNT(*) AS count,
			AVG(a.score) AS avg_score
		FROM applications a
		JOIN jobs j ON a.job_id = j.id
		WHERE j.source IS NOT NULL
		GROUP BY j.source
		ORDER BY count DESC
		LIMIT 10
	`)
	if err != nil {
		return err
	}
	defer rows.Close()

	for rows.Next() {
		var source string
		var count int
		var avgScore sql.NullFloat64
		if err := rows.Scan(&source, &count, &avgScore); err != nil {
			return err
		}
		stat := SourceStat{
			Source: source,
			Count:  count,
		}
		if avgScore.Valid {
			stat.AvgScore = avgScore.Float64
		}
		stats.TopSources = append(stats.TopSources, stat)
	}
	return rows.Err()
}

func computeTopArchetypes(db *sql.DB, stats *Stats) error {
	rows, err := db.Query(`
		SELECT
			archetype,
			COUNT(*) AS count,
			AVG(score) AS avg_score
		FROM applications
		WHERE archetype IS NOT NULL
		GROUP BY archetype
		ORDER BY count DESC
		LIMIT 10
	`)
	if err != nil {
		return err
	}
	defer rows.Close()

	for rows.Next() {
		var archetype string
		var count int
		var avgScore sql.NullFloat64
		if err := rows.Scan(&archetype, &count, &avgScore); err != nil {
			return err
		}
		stat := ArchetypeStat{
			Archetype: archetype,
			Count:     count,
		}
		if avgScore.Valid {
			stat.AvgScore = avgScore.Float64
		}
		stats.TopArchetypes = append(stats.TopArchetypes, stat)
	}
	return rows.Err()
}

func computeStatusBreakdown(db *sql.DB, stats *Stats) error {
	rows, err := db.Query(`
		SELECT status, COUNT(*) AS count
		FROM applications
		GROUP BY status
		ORDER BY count DESC
	`)
	if err != nil {
		return err
	}
	defer rows.Close()

	statusOrder := map[string]int{
		"Applied": 1, "Responded": 2, "Interview": 3, "Offer": 4,
		"Rejected": 5, "Discarded": 6, "SKIP": 7, "Evaluated": 8,
	}

	var tmp []StatusStat
	for rows.Next() {
		var status string
		var count int
		if err := rows.Scan(&status, &count); err != nil {
			return err
		}
		tmp = append(tmp, StatusStat{Status: status, Count: count})
	}

	sort.Slice(tmp, func(i, j int) bool {
		iord, iok := statusOrder[tmp[i].Status]
		jord, jok := statusOrder[tmp[j].Status]
		if !iok || !jok {
			return tmp[i].Count > tmp[j].Count
		}
		return iord < jord
	})
	stats.StatusBreakdown = tmp

	return rows.Err()
}

func computeHighScoreGhosts(db *sql.DB, stats *Stats) error {
	rows, err := db.Query(`
		SELECT j.company, j.title, a.score, a.applied_at
		FROM applications a
		JOIN jobs j ON a.job_id = j.id
		WHERE a.score >= 4.0 AND a.status = 'Applied'
		ORDER BY a.score DESC, a.applied_at DESC
		LIMIT 20
	`)
	if err != nil {
		return err
	}
	defer rows.Close()

	for rows.Next() {
		var company, title string
		var score float64
		var appliedAt sql.NullTime
		if err := rows.Scan(&company, &title, &score, &appliedAt); err != nil {
			return err
		}
		job := Job{
			Company: company,
			Title:   title,
			Score:   score,
		}
		if appliedAt.Valid {
			job.AppliedAt = appliedAt.Time.Format("2006-01-02")
		}
		stats.HighScoreGhosts = append(stats.HighScoreGhosts, job)
	}
	return rows.Err()
}

// Format returns a plain-text summary for CLI output.
func Format(s Stats) string {
	var b strings.Builder

	fmt.Fprintf(&b, "Applications: %d\n", s.TotalApplications)

	ghostPct := s.GhostRate * 100
	fmt.Fprintf(&b, "Ghost Rate: %.0f%% (applied, never heard back)\n", ghostPct)

	fmt.Fprintf(&b, "Average Score: %.1f/5\n", s.AvgScore)

	if len(s.ScoreDistribution) > 0 {
		b.WriteString("\nScore Distribution:\n")
		for _, bucket := range s.ScoreDistribution {
			pct := float64(bucket.Count) * 100 / float64(s.TotalApplications)
			if s.TotalApplications == 0 {
				pct = 0
			}
			fmt.Fprintf(&b, "  %s: %d (%.0f%%)\n", bucket.Range, bucket.Count, pct)
		}
	}

	if len(s.TopSources) > 0 {
		b.WriteString("\nTop Sources:\n")
		for _, src := range s.TopSources {
			fmt.Fprintf(&b, "  %s: %d jobs, avg %.1f\n", src.Source, src.Count, src.AvgScore)
		}
	}

	if len(s.TopArchetypes) > 0 {
		b.WriteString("\nTop Archetypes:\n")
		for _, arch := range s.TopArchetypes {
			fmt.Fprintf(&b, "  %s: %d, avg %.1f\n", arch.Archetype, arch.Count, arch.AvgScore)
		}
	}

	if len(s.HighScoreGhosts) > 0 {
		b.WriteString("\nHigh-Score Ghosts (score ≥ 4.0, no response):\n")
		for _, job := range s.HighScoreGhosts {
			dateStr := ""
			if job.AppliedAt != "" {
				dateStr = " (" + job.AppliedAt + ")"
			}
			fmt.Fprintf(&b, "  %s — %s (%.1f)%s\n", job.Company, job.Title, job.Score, dateStr)
		}
	}

	return b.String()
}