postman code update and import update

.gitignore

@@ -30,3 +30,5 @@ data/nba.db
 /data/
 /data
 /data/*
+docs/restore_dump_remote.md
+./docs/restore_dump_remote.md

docs/postman/postman_docs.md

@@ -0,0 +1,24 @@
+# Run Collection Button Code
+
+## HTML
+
+```html
+<div class="postman-run-button"
+data-postman-action="collection/fork"
+data-postman-visibility="public"
+data-postman-var-1="25652688-f0cb3c13-063b-490a-aa7f-5af135aacbe6"
+data-postman-collection-url="entityId=25652688-f0cb3c13-063b-490a-aa7f-5af135aacbe6&entityType=collection&workspaceId=bb6fcb02-8388-4ce0-8623-63480a6dc153"></div>
+<script type="text/javascript">
+  (function (p,o,s,t,m,a,n) {
+    !p[s] && (p[s] = function () { (p[t] || (p[t] = [])).push(arguments); });
+    !o.getElementById(s+t) && o.getElementsByTagName("head")[0].appendChild((
+      (n = o.createElement("script")),
+      (n.id = s+t), (n.async = 1), (n.src = m), n
+    ));
+  }(window, document, "_pm", "PostmanRunObject", "https://run.pstmn.io/button.js"));
+</script>
+```
+
+## Markdown
+
+[<img src="https://run.pstmn.io/button.svg" alt="Run In Postman" style="width: 128px; height: 32px;">](https://god.gw.postman.com/run-collection/25652688-f0cb3c13-063b-490a-aa7f-5af135aacbe6?action=collection%2Ffork&source=rip_markdown&collection-url=entityId%3D25652688-f0cb3c13-063b-490a-aa7f-5af135aacbe6%26entityType%3Dcollection%26workspaceId%3Dbb6fcb02-8388-4ce0-8623-63480a6dc153)

docs/restore_dump_local.md

@@ -0,0 +1,13 @@
+# Restore to local container
+
+```bash
+docker exec nba_go-postgres-1 pg_dump -U nbago -Fc nba_db > ./2025.12.05_nba_backup.dump
+```
+
+Copy file into target DB container
+
+```bash
+docker exec nba_postgres psql -U nba_admin -d nba_analytics -c "DROP SCHEMA public CASCADE; CREATE SCHEMA public;"
+
+pg_restore -U nba_admin -d nba_analytics --no-owner --no-acl ./2025.12.05_nba_backup.dump
+```

import.go

@@ -10,9 +10,9 @@ import (
 	"gorm.io/gorm"
 )
 
-// importPlayerAdvanced fetches and stores advanced stats for seasons 2017–2025
+// importPlayerAdvanced fetches and stores advanced stats for seasons
 func importPlayerAdvanced(db *gorm.DB) {
-	for season := 2003; season <= 2017; season++ {
+	for season := 2026; season <= 2026; season++ {
 		if err := services.FetchAndStorePlayerAdvancedScrapedStats(db, season, false); err != nil {
 			log.Printf("advanced import failed for %d: %v", season, err)
 		}
@@ -22,9 +22,9 @@ func importPlayerAdvanced(db *gorm.DB) {
 	}
 }
 
-// importPlayerAdvancedPlayoffs fetches and stores advanced stats for playoffs seasons 2023–2025
+// importPlayerAdvancedPlayoffs fetches and stores advanced stats for playoffs seasons
 func importPlayerAdvancedPlayoffs(db *gorm.DB) {
-	for season := 2003; season <= 2017; season++ {
+	for season := 2026; season <= 2026; season++ {
 		if err := services.FetchAndStorePlayerAdvancedScrapedStats(db, season, true); err != nil {
 			log.Printf("advanced import failed for %d: %v", season, err)
 		}
@@ -36,7 +36,7 @@ func importPlayerAdvancedPlayoffs(db *gorm.DB) {
 
 // importPlayerTotalsScrape fetches & stores scraped regular-season total stats
 func importPlayerTotalsScrape(db *gorm.DB) {
-	for season := 2003; season <= 2017; season++ {
+	for season := 2026; season <= 2026; season++ {
 		if err := services.FetchAndStorePlayerTotalScrapedStats(db, season, false); err != nil {
 			log.Printf("scraped totals import failed for %d: %v", season, err)
 		}
@@ -48,7 +48,7 @@ func importPlayerTotalsScrape(db *gorm.DB) {
 
 // importPlayerPlayoffsScrape fetches & stores scraped playoff total stats
 func importPlayerTotalsPlayoffsScrape(db *gorm.DB) {
-	for season := 2003; season <= 2017; season++ {
+	for season := 2026; season <= 2026; season++ {
 		if err := services.FetchAndStorePlayerTotalScrapedStats(db, season, true); err != nil {
 			log.Printf("scraped playoffs import failed for %d: %v", season, err)
 		}
@@ -62,13 +62,14 @@ func importPlayerTotalsPlayoffsScrape(db *gorm.DB) {
 func importGameSchedules(db *gorm.DB) {
 	// An NBA season typically runs from October to June
 	months := []string{
-		"september", "october", "november", "december", "january",
+		// "september", "october", "november", "december", "january",
-		"february", "march", "april", "may", "june",
-
 		// "february", "march", "april", "may", "june",
+		"december",
+		// "february", "march", "april", "may", "june",
+		// "october", "november", "december",
 	}
 
-	for season := 2015; season <= 2015; season++ {
+	for season := 2025; season <= 2026; season++ {
 		log.Printf("--- Starting Game Schedule Import for Season: %d ---", season)
 		for _, month := range months {
 			// The service will print a warning and skip if a month has no data (e.g. May/June for a season not yet finished)
@@ -88,8 +89,11 @@ func importGameSchedules(db *gorm.DB) {
 // importBoxScores fetches and stores all box score data (line scores, player/team stats)
 // for games within a recent date range.
 func importBoxScores(db *gorm.DB) {
-    from := time.Date(2025, time.November, 1, 0, 0, 0, 0, time.UTC)
+	// now := time.Now()
-    to := time.Date(2025, time.December, 1, 0, 0, 0, 0, time.UTC)
+
+    from := time.Date(2025, time.December, 12, 0, 0, 0, 0, time.UTC)
+	// from := time.Date(now.Year(), now.Month(), now.Day()-1, 5, 30, 0, 0, time.UTC)
+    to := time.Date(2025, time.December, 31, 5, 30, 0, 0, time.UTC)
 
     dateRangeComment := fmt.Sprintf("--- Starting Box Score Data Import for games between %s and %s ---", 
         from.Format("January 2, 2006"), 

main.go

@@ -50,20 +50,20 @@ func main() {
 		// Run all DB migrations + import steps exactly once
 		db := config.InitDB(true)
 
-		// importPlayerAdvanced(db)
+		importPlayerAdvanced(db)
-		// log.Println("🎉 Player Advanced Import completed successfully")
+		log.Println("🎉 Player Advanced Import completed successfully")
 
-		// importPlayerAdvancedPlayoffs(db)
+		// // importPlayerAdvancedPlayoffs(db)
-		// log.Println("🎉 Player Advanced Playoffs Import completed successfully")
+		// // log.Println("🎉 Player Advanced Playoffs Import completed successfully")
 
-		// importPlayerTotalsScrape(db)
+		importPlayerTotalsScrape(db)
-		// log.Println("🎉 Player Totals (scraped) Import completed successfully")
+		log.Println("🎉 Player Totals (scraped) Import completed successfully")
 
 		// importPlayerTotalsPlayoffsScrape(db)
 		// log.Println("🎉 Player Playoffs (scraped) Import completed successfully")
 
-		// importGameSchedules(db)
+		importGameSchedules(db)
-		// log.Println("🎉 Game Imports completed successfully 🏀")
+		log.Println("🎉 Game Imports completed successfully 🏀")
 
 		importBoxScores(db)
 		log.Println("🎉 Related Box Score Imports completed successfully 📦")