| Game ID | ", + "Date | ", + "Visitor Team | ", + "Visitor Pts | ", + "Home Team | ", + "Home Pts | ", + "Arena | ", + "Duration | ", + "
|---|---|---|---|---|---|---|---|
| {{gameId}} | ", + "{{date}} | ", + "{{visitorTeam}} | ", + "{{visitorPts}} | ", + "{{homeTeam}} | ", + "{{homePts}} | ", + "{{arena}} | ", + "{{gameDuration}} | ", + "
| Game ID | ", + "Date | ", + "Visitor | ", + "Score | ", + "Home | ", + "Score | ", + "Arena | ", + "Duration | ", + "
|---|---|---|---|---|---|---|---|
| {{gameId}} | ", + "{{date}} | ", + "{{visitorTeam}} | ", + "{{visitorPts}} | ", + "{{homeTeam}} | ", + "{{homePts}} | ", + "{{arena}} | ", + "{{gameDuration}} | ", + "
| Team | ", + "Q1 | ", + "Q2 | ", + "Q3 | ", + "Q4 | ", + " {{#if hasOT}}", + "OT1 | ", + "OT2 | ", + "OT3 | ", + " {{/if}}", + "Total | ", + "
|---|---|---|---|---|---|---|---|---|
| {{team}} | ", + "{{q1}} | ", + "{{q2}} | ", + "{{q3}} | ", + "{{q4}} | ", + " {{#if ../hasOT}}", + "{{ot1}} | ", + "{{ot2}} | ", + "{{ot3}} | ", + " {{/if}}", + "{{total}} | ", + "
| Player | ", + "MIN | ", + "PTS | ", + "FG | ", + "FG% | ", + "3P | ", + "3P% | ", + "FT | ", + "FT% | ", + "REB | ", + "AST | ", + "STL | ", + "BLK | ", + "TOV | ", + "+/- | ", + "||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| {{playerName}} | ", + "Did Not Play | ", + " {{else}}", + "{{playerName}} | ", + "{{mp}} | ", + "{{pts}} | ", + "{{fg}}-{{fga}} | ", + "{{fgPct}} | ", + "{{threeP}}-{{threePa}} | ", + "{{threePPct}} | ", + "{{ft}}-{{fta}} | ", + "{{ftPct}} | ", + "{{trb}} | ", + "{{ast}} | ", + "{{stl}} | ", + "{{blk}} | ", + "{{tov}} | ", + "{{plusMinusDisplay}} | ", + " {{/if}}", + "
| ID | ", - "CreatedAt | ", - "UpdatedAt | ", - "DeletedAt | ", - "id | ", - "playerId | ", - "playerName | ", - "position | ", - "age | ", - "games | ", - "gamesStarted | ", - "minutesPg | ", - "fieldGoals | ", - "fieldAttempts | ", - "fieldPercent | ", - "threeFg | ", - "threeAttempts | ", - "threePercent | ", - "twoFg | ", - "twoAttempts | ", - "twoPercent | ", - "effectFgPercent | ", - "ft | ", - "ftAttempts | ", - "ftPercent | ", - "offensiveRb | ", - "defensiveRb | ", - "totalRb | ", - "assists | ", - "steals | ", - "blocks | ", - "turnovers | ", - "personalFouls | ", - "points | ", - "team | ", - "season | ", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| {{ID}} | ", - "{{CreatedAt}} | ", - "{{UpdatedAt}} | ", - "{{DeletedAt}} | ", - "{{id}} | ", - "{{playerId}} | ", - "{{playerName}} | ", - "{{position}} | ", - "{{age}} | ", - "{{games}} | ", - "{{gamesStarted}} | ", - "{{minutesPg}} | ", - "{{fieldGoals}} | ", - "{{fieldAttempts}} | ", - "{{fieldPercent}} | ", - "{{threeFg}} | ", - "{{threeAttempts}} | ", - "{{threePercent}} | ", - "{{twoFg}} | ", - "{{twoAttempts}} | ", - "{{twoPercent}} | ", - "{{effectFgPercent}} | ", - "{{ft}} | ", - "{{ftAttempts}} | ", - "{{ftPercent}} | ", - "{{offensiveRb}} | ", - "{{defensiveRb}} | ", - "{{totalRb}} | ", - "{{assists}} | ", - "{{steals}} | ", - "{{blocks}} | ", - "{{turnovers}} | ", - "{{personalFouls}} | ", - "{{points}} | ", - "{{team}} | ", - "{{season}} | ", - "
| Player | ", + "Pos | ", + "Games | ", + "Points | ", + "Assists | ", + "Rebounds | ", + "PPG | ", + "
|---|---|---|---|---|---|---|
| {{playerName}} | ", + "{{position}} | ", + "{{games}} | ", + "{{points}} | ", + "{{assists}} | ", + "{{totalRb}} | ", + "{{ppg}} | ", + "
| Player | ", + "Pos | ", + "Games | ", + "Points | ", + "Assists | ", + "Rebounds | ", + "PPG | ", + "
|---|---|---|---|---|---|---|
| {{playerName}} | ", + "{{position}} | ", + "{{games}} | ", + "{{points}} | ", + "{{assists}} | ", + "{{totalRb}} | ", + "{{ppg}} | ", + "
| Player | ", + "Pos | ", + "Games | ", + "Points | ", + "Assists | ", + "Rebounds | ", + "PPG | ", + "
|---|---|---|---|---|---|---|
| {{playerName}} | ", + "{{position}} | ", + "{{games}} | ", + "{{points}} | ", + "{{assists}} | ", + "{{totalRb}} | ", + "{{ppg}} | ", + "
| ID | ", - "CreatedAt | ", - "UpdatedAt | ", - "DeletedAt | ", - "id | ", - "playerId | ", - "playerName | ", - "position | ", - "age | ", - "games | ", - "gamesStarted | ", - "minutesPg | ", - "fieldGoals | ", - "fieldAttempts | ", - "fieldPercent | ", - "threeFg | ", - "threeAttempts | ", - "threePercent | ", - "twoFg | ", - "twoAttempts | ", - "twoPercent | ", - "effectFgPercent | ", - "ft | ", - "ftAttempts | ", - "ftPercent | ", - "offensiveRb | ", - "defensiveRb | ", - "totalRb | ", - "assists | ", - "steals | ", - "blocks | ", - "turnovers | ", - "personalFouls | ", - "points | ", - "team | ", - "season | ", - "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| {{ID}} | ", - "{{CreatedAt}} | ", - "{{UpdatedAt}} | ", - "{{DeletedAt}} | ", - "{{id}} | ", - "{{playerId}} | ", - "{{playerName}} | ", - "{{position}} | ", - "{{age}} | ", - "{{games}} | ", - "{{gamesStarted}} | ", - "{{minutesPg}} | ", - "{{fieldGoals}} | ", - "{{fieldAttempts}} | ", - "{{fieldPercent}} | ", - "{{threeFg}} | ", - "{{threeAttempts}} | ", - "{{threePercent}} | ", - "{{twoFg}} | ", - "{{twoAttempts}} | ", - "{{twoPercent}} | ", - "{{effectFgPercent}} | ", - "{{ft}} | ", - "{{ftAttempts}} | ", - "{{ftPercent}} | ", - "{{offensiveRb}} | ", - "{{defensiveRb}} | ", - "{{totalRb}} | ", - "{{assists}} | ", - "{{steals}} | ", - "{{blocks}} | ", - "{{turnovers}} | ", - "{{personalFouls}} | ", - "{{points}} | ", - "{{team}} | ", - "{{season}} | ", - "
| Player Name | ", + "Position | ", + "Games | ", + "Points | ", + "Assists | ", + "Rebounds | ", + "FG% | ", + "
|---|---|---|---|---|---|---|
| {{playerName}} | ", + "{{position}} | ", + "{{games}} | ", + "{{points}} | ", + "{{assists}} | ", + "{{totalRb}} | ", + "{{fieldPercent}} | ", + "
{{team}} - {{season}} {{playoffLabel}}
", + " ", + "Data sorted by Defensive Box +/- (descending)
", + "
](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)
diff --git a/docs/restore_dump_local.md b/docs/restore_dump_local.md
new file mode 100644
index 0000000..481de39
--- /dev/null
+++ b/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
+```
diff --git a/import.go b/import.go
index a252895..9007ab2 100644
--- a/import.go
+++ b/import.go
@@ -10,9 +10,9 @@ import (
"gorm.io/gorm"
)
-// importPlayerAdvanced fetches and stores advanced stats for seasons 2017β2025
+// 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 2023β2025
+// 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",
- "february", "march", "april", "may", "june",
-
+ // "september", "october", "november", "december", "january",
// "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)
- to := time.Date(2025, time.December, 1, 0, 0, 0, 0, time.UTC)
+ // now := time.Now()
+
+ 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"),
diff --git a/main.go b/main.go
index 535b39b..646c148 100644
--- a/main.go
+++ b/main.go
@@ -39,7 +39,7 @@ import (
"github.com/nprasad2077/NBA_Go/config"
"github.com/nprasad2077/NBA_Go/controllers"
- _ "github.com/nprasad2077/NBA_Go/docs"
+ _"github.com/nprasad2077/NBA_Go/docs"
"github.com/nprasad2077/NBA_Go/routes"
"github.com/nprasad2077/NBA_Go/utils/middleware"
)
@@ -50,20 +50,20 @@ func main() {
// Run all DB migrations + import steps exactly once
db := config.InitDB(true)
- // importPlayerAdvanced(db)
- // log.Println("π Player Advanced Import completed successfully")
+ importPlayerAdvanced(db)
+ log.Println("π Player Advanced Import completed successfully")
- // importPlayerAdvancedPlayoffs(db)
- // log.Println("π Player Advanced Playoffs Import completed successfully")
+ // // importPlayerAdvancedPlayoffs(db)
+ // // log.Println("π Player Advanced Playoffs Import completed successfully")
- // importPlayerTotalsScrape(db)
- // log.Println("π Player Totals (scraped) Import completed successfully")
+ importPlayerTotalsScrape(db)
+ log.Println("π Player Totals (scraped) Import completed successfully")
// importPlayerTotalsPlayoffsScrape(db)
// log.Println("π Player Playoffs (scraped) Import completed successfully")
- // importGameSchedules(db)
- // log.Println("π Game Imports completed successfully π")
+ importGameSchedules(db)
+ log.Println("π Game Imports completed successfully π")
importBoxScores(db)
log.Println("π Related Box Score Imports completed successfully π¦")