NBA_Go/services/player_advanced_playoffs_scrape_service.go

// File: NBA_Go/services/player_advanced_scrape_service.go

package services

import (
    "bytes"
    "fmt"
    "io"
    "log"
    "net/http"
    "strings"

    "github.com/PuerkitoBio/goquery"
    "github.com/nprasad2077/NBA_Go/models"
    "gorm.io/gorm"
    "gorm.io/gorm/clause"
)

const (
    advancedURLFmt        = "https://www.basketball-reference.com/leagues/NBA_%d_advanced.html"
    advancedPlayoffURLFmt = "https://www.basketball-reference.com/playoffs/NBA_%d_advanced.html"
)

// urlForAdvSeason picks the correct URL based on isPlayoff.
func urlForAdvSeason(season int, isPlayoff bool) string {
    if isPlayoff {
        return fmt.Sprintf(advancedPlayoffURLFmt, season)
    }
    return fmt.Sprintf(advancedURLFmt, season)
}

// FetchAndStorePlayerAdvancedScrapedStats scrapes the advanced table
// (regular or playoffs) and upserts into the PlayerAdvancedStat model.
func FetchAndStorePlayerAdvancedScrapedStats(db *gorm.DB, season int, isPlayoff bool) error {
    url := urlForAdvSeason(season, isPlayoff)
    req, err := http.NewRequest("GET", url, nil)
    if err != nil {
        return err
    }
    req.Header.Set("User-Agent", "Mozilla/5.0 (compatible)")
    resp, err := http.DefaultClient.Do(req)
    if err != nil {
        return err
    }
    defer resp.Body.Close()

    htmlBytes, err := io.ReadAll(resp.Body)
    if err != nil {
        return err
    }

    doc, err := goquery.NewDocumentFromReader(bytes.NewReader(htmlBytes))
    if err != nil {
        return err
    }

    // 1) Determine parent wrapper and table selector
    //    - Regular season: <div id="all_advanced"><!-- <table id="advanced">…</table> --></div>
    //    - Playoffs:       <div id="all_advanced_stats"><!-- <table id="advanced_stats">…</table> --></div>
    var parentDivSelector, tableSelector string
    if isPlayoff {
        parentDivSelector = "#all_advanced_stats"
        tableSelector = "table#advanced_stats"
    } else {
        parentDivSelector = "#all_advanced"
        tableSelector = "table#advanced"
    }

    // Attempt to find the table node directly (it will be inside a comment for regular season)
    table := doc.Find(parentDivSelector + " " + tableSelector)
    if table.Length() == 0 {
        // Look for the commented‐out HTML inside parentDivSelector
        commentSel := doc.
            Find(parentDivSelector).
            Contents().
            FilterFunction(func(i int, s *goquery.Selection) bool {
                return goquery.NodeName(s) == "#comment"
            })

        if commentSel.Length() == 0 {
            return fmt.Errorf("could not find advanced stats table (even inside comment)")
        }

        // Extract the raw HTML string from the comment, then re‐parse
        commentedHTML := commentSel.Nodes[0].FirstChild.Data
        innerDoc, err := goquery.NewDocumentFromReader(strings.NewReader(commentedHTML))
        if err != nil {
            return fmt.Errorf("failed to parse commented advanced HTML: %w", err)
        }
        table = innerDoc.Find(tableSelector)
        if table.Length() == 0 {
            return fmt.Errorf("could not find advanced stats table after un‐commenting")
        }
    }

    // 2) Collect the data-stat keys in header order
    var headers []string
    table.Find("thead tr th").Each(func(i int, th *goquery.Selection) {
        if stat, ok := th.Attr("data-stat"); ok && stat != "" {
            headers = append(headers, stat)
        }
    })
    // Add our appended‐player column
    headers = append(headers, "player-additional")

    // 3) Iterate each row
    table.Find("tbody tr").Each(func(_ int, tr *goquery.Selection) {
        if tr.HasClass("thead") {
            return // skip repeated header rows
        }
        cells := tr.Find("th, td")
        data := make(map[string]string, len(headers))
        var playerID string

        cells.Each(func(i int, cell *goquery.Selection) {
            key := headers[i]
            data[key] = strings.TrimSpace(cell.Text())
            if id, ok := cell.Attr("data-append-csv"); ok {
                playerID = id
            }
        })
        if playerID == "" {
            // not a real data row
            return
        }
        data["player-additional"] = playerID

        // 4) Determine ExternalID, PlayerName, Team
        //    • Playoff pages use "rk", "player", "team_id"
        //    • Regular‐season advanced uses "ranker", "name_display", "team_name_abbr"
        extID := mustAtoi(data["rk"])
        if extID == 0 {
            extID = mustAtoi(data["ranker"])
        }

        playerName := data["player"]
        if playerName == "" {
            playerName = data["name_display"]
        }

        teamID := data["team_id"]
        if teamID == "" {
            teamID = data["team_name_abbr"]
        }

        // 5) Games column is always "g" in advanced (playoffs or season)
        g := mustAtoi(data["games"])
        if g == 0 {
            g = mustAtoi(data["g"])
        }

        // 6) Map into your GORM model
        stat := models.PlayerAdvancedStat{
            ExternalID:         extID,
            PlayerID:           playerID,
            PlayerName:         playerName,
            Position:           data["pos"],
            Age:                mustAtoi(data["age"]),
            Games:              g,
            MinutesPlayed:      mustAtoi(data["mp"]),
            PER:                mustParseFloat(data["per"]),
            TSPercent:          mustParseFloat(data["ts_pct"]),
            ThreePAR:           mustParseFloat(data["fg3a_per_fga_pct"]),
            FTR:                mustParseFloat(data["fta_per_fga_pct"]),
            OffensiveRBPercent: mustParseFloat(data["orb_pct"]),
            DefensiveRBPercent: mustParseFloat(data["drb_pct"]),
            TotalRBPercent:     mustParseFloat(data["trb_pct"]),
            AssistPercent:      mustParseFloat(data["ast_pct"]),
            StealPercent:       mustParseFloat(data["stl_pct"]),
            BlockPercent:       mustParseFloat(data["blk_pct"]),
            TurnoverPercent:    mustParseFloat(data["tov_pct"]),
            UsagePercent:       mustParseFloat(data["usg_pct"]),
            OffensiveWS:        mustParseFloat(data["ows"]),
            DefensiveWS:        mustParseFloat(data["dws"]),
            WinShares:          mustParseFloat(data["ws"]),
            WinSharesPer:       mustParseFloat(data["ws_per_48"]),
            OffensiveBox:       mustParseFloat(data["obpm"]),
            DefensiveBox:       mustParseFloat(data["dbpm"]),
            Box:                mustParseFloat(data["bpm"]),
            VORP:               mustParseFloat(data["vorp"]),
            Team:               teamID,
            Season:             season,
            IsPlayoff:          isPlayoff,
        }

        // 7) Upsert on (player_id, season, team, is_playoff)
        if err := db.Clauses(clause.OnConflict{
            Columns: []clause.Column{
                {Name: "player_id"},
                {Name: "season"},
                {Name: "team"},
                {Name: "is_playoff"},
            },
            DoUpdates: clause.AssignmentColumns([]string{
                "external_id", "player_name", "position", "age", "games",
                "minutes_played",
                "per", "ts_percent", "three_par", "ftr",           // ← use three_par & ftr
                "offensive_rb_percent", "defensive_rb_percent", "total_rb_percent",
                "assist_percent", "steal_percent", "block_percent", "turnover_percent",
                "usage_percent", "offensive_ws", "defensive_ws", "win_shares",
                "win_shares_per", "offensive_box", "defensive_box", "box", "vorp",
            }),
        }).Create(&stat).Error; err != nil {
            log.Printf("Failed upsert advanced for %s: %v", stat.PlayerID, err)
        }
    })

    return nil
}