// Wrapper for querying a Database struct grouped by a property
func GroupBy(db *sql.DB, property string, timeRange *database.TimeRange) (*database.Aggregates, error) {
// Query
queryBuilder := sq.
Select(property, "COUNT(*)").
From("visits")
// Add time constraints if timeRange provided
if timeRange != nil {
if !timeRange.Start.Equal(time.Time{}) {
timeQuery := fmt.Sprintf("time >= %d", timeRange.Start.Unix())
queryBuilder = queryBuilder.Where(timeQuery)
}
if !timeRange.End.Equal(time.Time{}) {
timeQuery := fmt.Sprintf("time <= %d", timeRange.End.Unix())
queryBuilder = queryBuilder.Where(timeQuery)
}
}
// Set query Group By condition
query, _, err := queryBuilder.GroupBy(property).ToSql()
if err != nil {
return nil, err
}
// Exec query
rows, err := db.Query(query)
if err != nil {
return nil, err
}
defer rows.Close()
list := database.Aggregates{}
for rows.Next() {
aggregate := database.Aggregate{}
rows.Scan(&aggregate.Id, &aggregate.Total)
// For countries, get fullname as Label
if property == "countryCode" {
aggregate.Label = geoip.GetCountry(aggregate.Id)
} else {
aggregate.Label = aggregate.Id
}
list.List = append(list.List, aggregate)
}
return &list, nil
}
func (driver *Sharded) GroupBy(params database.Params) (*database.Aggregates, error) {
// Construct DBPath
dbPath := manager.DBPath{
Name: params.DBName,
Directory: driver.directory,
}
// Check if DB file exists
dbExists, err := driver.DBManager.DBExists(dbPath)
if err != nil {
driver.DBManager.Logger.Error("Error executing GroupBy/DBExists on DB %s: %v\n", dbPath, err)
return nil, &errors.InternalError
}
// DB doesn't exist
if !dbExists {
return nil, &errors.InvalidDatabaseName
}
// At this point, there should be shards to query
// Get list of shards by reading directory
shards := listShards(dbPath)
// Aggregated query result
analytics := database.Aggregates{}
// Helper map to aggregate
analyticsMap := map[string]database.Aggregate{}
cachedRequest := cachedRequest(params.URL)
// Read from each shard
for _, shardName := range shards {
// Don't include shard if not in timerange
shardInt, err := shardNameToInt(shardName)
if err != nil {
return nil, err
}
startInt, endInt := timeRangeToInt(params.TimeRange)
if shardInt < startInt || shardInt > endInt {
continue
}
// Get result if is cached
var shardAnalytics *database.Aggregates
cacheURL, err := formatURLForCache(params.URL, shardInt, startInt, endInt, params.TimeRange)
if err != nil {
return nil, err
}
cached, inCache := driver.cache.Get(cacheURL)
if inCache {
err = json.Unmarshal(cached, &shardAnalytics)
if err != nil {
driver.DBManager.Logger.Error("Error unmarshaling from cache: %v\n", err)
return nil, err
}
} else {
// Else query shard
// Construct each shard DBPath
shardPath := manager.DBPath{
Name: shardName,
Directory: dbPath.String(),
}
// Get DB shard from manager
db, err := driver.DBManager.Acquire(shardPath)
if err != nil {
driver.DBManager.Logger.Error("Error executing GroupBy/Acquire on DB %s: %v\n", shardPath, err)
return nil, &errors.InternalError
}
defer driver.DBManager.Release(db)
// Check for unique query parameter to call function accordingly
if params.Unique {
shardAnalytics, err = query.GroupByUniq(db.DB, params.Property, params.TimeRange)
if err != nil {
driver.DBManager.Logger.Error("Error executing GroupByUniq on DB %s: %v\n", shardPath, err)
return nil, &errors.InternalError
}
} else {
shardAnalytics, err = query.GroupBy(db.DB, params.Property, params.TimeRange)
if err != nil {
driver.DBManager.Logger.Error("Error executing GroupBy on DB %s: %v\n", shardPath, err)
return nil, &errors.InternalError
}
}
// Set shard result in cache if asked
if cachedRequest {
if data, err := json.Marshal(shardAnalytics); err == nil {
err = driver.cache.Set(cacheURL, data)
if err != nil {
driver.DBManager.Logger.Error("Error adding to cache: %v\n", err)
}
}
}
}
// Add shard result to analyticsMap
for _, analytic := range shardAnalytics.List {
if total, ok := analyticsMap[analytic.Id]; ok {
total.Total += analytic.Total
total.Unique += analytic.Unique
analyticsMap[analytic.Id] = total
} else {
analyticsMap[analytic.Id] = analytic
}
}
}
// Convert analyticsMap to an AggregateList struct
aggregateList := database.AggregateList{}
for _, analytic := range analyticsMap {
aggregateList = append(aggregateList, analytic)
}
// Sort and set
sort.Sort(aggregateList)
analytics.List = aggregateList
return &analytics, nil
}
// Wrapper for querying a Database struct grouped by a property
func GroupByUniq(db *sql.DB, property string, timeRange *database.TimeRange) (*database.Aggregates, error) {
// Subquery for counting unique IPs
subqueryBuilder := sq.
Select(property, "COUNT(DISTINCT ip) AS uniqueCount").
From("visits")
// Add time constraints if timeRange provided
if timeRange != nil {
if !timeRange.Start.Equal(time.Time{}) {
timeQuery := fmt.Sprintf("time >= %d", timeRange.Start.Unix())
subqueryBuilder = subqueryBuilder.Where(timeQuery)
}
if !timeRange.End.Equal(time.Time{}) {
timeQuery := fmt.Sprintf("time <= %d", timeRange.End.Unix())
subqueryBuilder = subqueryBuilder.Where(timeQuery)
}
}
// Format subquery
subquery, _, err := subqueryBuilder.GroupBy(property).ToSql()
if err != nil {
return nil, err
}
subquery = fmt.Sprintf("(%s) AS subquery", subquery)
// Query
tableProperty := fmt.Sprintf("visits.%s", property)
subqueryProperty := fmt.Sprintf("subquery.%s", property)
joinClause := fmt.Sprintf("%s ON %s = %s", subquery, tableProperty, subqueryProperty)
queryBuilder := sq.
Select(tableProperty, "COUNT(*) AS total", "uniqueCount").
From("visits").
Join(joinClause)
// Add time constraints if timeRange provided
if timeRange != nil {
if !timeRange.Start.Equal(time.Time{}) {
timeQuery := fmt.Sprintf("time >= %d", timeRange.Start.Unix())
queryBuilder = queryBuilder.Where(timeQuery)
}
if !timeRange.End.Equal(time.Time{}) {
timeQuery := fmt.Sprintf("time <= %d", timeRange.End.Unix())
queryBuilder = queryBuilder.Where(timeQuery)
}
}
// Format query
query, _, err := queryBuilder.GroupBy(tableProperty).ToSql()
if err != nil {
return nil, err
}
// Exec query
rows, err := db.Query(query)
if err != nil {
return nil, err
}
defer rows.Close()
// Format results
list := database.Aggregates{}
for rows.Next() {
aggregate := database.Aggregate{}
rows.Scan(&aggregate.Id, &aggregate.Total, &aggregate.Unique)
// For countries, get fullname as Label
if property == "countryCode" {
aggregate.Label = geoip.GetCountry(aggregate.Id)
} else {
aggregate.Label = aggregate.Id
}
list.List = append(list.List, aggregate)
}
return &list, nil
}